md/summer_school.md
In thomazbastiaanssen/Volatility: Microbiome-oriented tool to compute degree of compositional change over time
#install and load volatility library
#devtools::install_github("thomazbastiaanssen/volatility")
library(volatility)
#load tidyverse to wrangle and plot results.
library(tidyverse)
#devtools::install_github("thomazbastiaanssen/deleuze")
library(deleuze)
##
## Attaching package: 'deleuze'
## The following object is masked from 'package:volatility':
##
## volatility
#load example data + metadata from the volatility study.
data(summer_school)
#Ensure microbiome table is in the same order as the metadata
mb_table <- mb_table[metadata$sample_id]
#Perform a double-centered log-ratio transformation:
mb.exp <- dclr(as.matrix(mb_table), type = "numeric")
#compute distance matrix
mb.dist <- dist(t(mb.exp))
#Compute volatility
vola_df <- get_pairwise_distance(mb.dist, metadata = metadata, g = 'id_num')
#Compute feature-wise volatility
get_fw_volatility(vola_df, f_table = mb_table)
## from to microbe_001 microbe_002 microbe_003
## 1 patient_01_T1 patient_01_T2 1.380453e-06 8.987173e-04 5.156867e-04
## 2 patient_01_T1 patient_01_T3 -8.286450e-07 1.613840e-03 2.286494e-05
## 3 patient_01_T1 patient_01_T4 -8.323606e-07 -1.113740e-03 2.841926e-04
## 4 patient_01_T2 patient_01_T3 -2.209098e-06 7.151225e-04 -4.928217e-04
## 5 patient_01_T2 patient_01_T4 -2.212814e-06 -2.012458e-03 -2.314941e-04
## 6 patient_01_T3 patient_01_T4 -3.715591e-09 -2.727580e-03 2.613277e-04
## 7 patient_02_T1 patient_02_T2 -1.454420e-06 -4.808580e-04 8.604242e-04
## 8 patient_02_T1 patient_02_T3 2.031931e-06 3.616070e-04 9.459693e-05
## 9 patient_02_T2 patient_02_T3 3.486350e-06 8.424650e-04 -7.658273e-04
## 10 patient_03_T1 patient_03_T2 4.566691e-03 -3.070829e-03 2.455190e-04
## 11 patient_03_T1 patient_03_T3 5.262038e-05 -9.513302e-04 1.503205e-04
## 12 patient_03_T1 patient_03_T4 1.161198e-03 1.261787e-03 3.825803e-04
## 13 patient_03_T2 patient_03_T3 -4.514070e-03 2.119498e-03 -9.519858e-05
## 14 patient_03_T2 patient_03_T4 -3.405493e-03 4.332616e-03 1.370613e-04
## 15 patient_03_T3 patient_03_T4 1.108578e-03 2.213117e-03 2.322598e-04
## 16 patient_04_T1 patient_04_T2 7.879806e-06 1.220756e-02 1.661022e-02
## 17 patient_04_T1 patient_04_T3 2.294359e-05 1.156218e-02 1.474973e-02
## 18 patient_04_T1 patient_04_T4 -1.927616e-06 1.148879e-02 1.726593e-02
## 19 patient_04_T2 patient_04_T3 1.506379e-05 -6.453776e-04 -1.860487e-03
## 20 patient_04_T2 patient_04_T4 -9.807422e-06 -7.187708e-04 6.557116e-04
## 21 patient_04_T3 patient_04_T4 -2.487121e-05 -7.339322e-05 2.516198e-03
## 22 patient_05_T1 patient_05_T2 -3.295976e-03 -2.513930e-03 -8.129862e-04
## 23 patient_05_T1 patient_05_T3 -3.485221e-03 2.240423e-03 -1.253497e-04
## 24 patient_05_T1 patient_05_T4 -3.485796e-03 3.748928e-04 1.765768e-04
## 25 patient_05_T2 patient_05_T3 -1.892449e-04 4.754352e-03 6.876366e-04
## 26 patient_05_T2 patient_05_T4 -1.898201e-04 2.888822e-03 9.895631e-04
## 27 patient_05_T3 patient_05_T4 -5.752093e-07 -1.865530e-03 3.019265e-04
## 28 patient_06_T1 patient_06_T2 -1.001391e-04 1.180827e-03 7.952908e-04
## 29 patient_06_T1 patient_06_T3 -1.009355e-04 5.107574e-04 9.816398e-04
## 30 patient_06_T1 patient_06_T4 -7.471519e-05 1.575966e-03 7.905805e-04
## 31 patient_06_T2 patient_06_T3 -7.964459e-07 -6.700695e-04 1.863490e-04
## 32 patient_06_T2 patient_06_T4 2.542388e-05 3.951388e-04 -4.710310e-06
## 33 patient_06_T3 patient_06_T4 2.622032e-05 1.065208e-03 -1.910593e-04
## 34 patient_07_T1 patient_07_T2 -3.355057e-03 5.788377e-03 -5.466416e-04
## 35 patient_07_T1 patient_07_T3 -3.355052e-03 1.085355e-02 2.326913e-04
## 36 patient_07_T1 patient_07_T4 -3.334824e-03 1.419165e-02 -5.822462e-04
## 37 patient_07_T2 patient_07_T3 5.142567e-09 5.065172e-03 7.793329e-04
## 38 patient_07_T2 patient_07_T4 2.023319e-05 8.403275e-03 -3.560457e-05
## 39 patient_07_T3 patient_07_T4 2.022805e-05 3.338104e-03 -8.149375e-04
## 40 patient_08_T1 patient_08_T2 -3.094895e-06 -4.020483e-03 4.960615e-03
## 41 patient_09_T1 patient_09_T2 -4.411396e-05 4.735872e-03 8.038969e-03
## 42 patient_09_T1 patient_09_T3 -4.025812e-05 -2.347994e-04 7.667936e-03
## 43 patient_09_T1 patient_09_T4 -2.382934e-05 1.500920e-03 7.112201e-03
## 44 patient_09_T2 patient_09_T3 3.855843e-06 -4.970672e-03 -3.710329e-04
## 45 patient_09_T2 patient_09_T4 2.028462e-05 -3.234952e-03 -9.267686e-04
## 46 patient_09_T3 patient_09_T4 1.642878e-05 1.735720e-03 -5.557357e-04
## 47 patient_10_T1 patient_10_T2 3.778135e-04 -2.980045e-03 3.713482e-03
## 48 patient_10_T1 patient_10_T3 9.914119e-05 -2.731273e-03 2.463164e-03
## 49 patient_10_T2 patient_10_T3 -2.786723e-04 2.487723e-04 -1.250317e-03
## 50 patient_11_T1 patient_11_T2 -2.809293e-04 2.218770e-03 -1.686634e-04
## 51 patient_11_T1 patient_11_T3 -2.817148e-04 -2.076194e-04 -1.168624e-03
## 52 patient_11_T1 patient_11_T4 -2.820163e-04 -2.727298e-04 -1.157307e-03
## 53 patient_11_T2 patient_11_T3 -7.854551e-07 -2.426389e-03 -9.999604e-04
## 54 patient_11_T2 patient_11_T4 -1.086985e-06 -2.491500e-03 -9.886440e-04
## 55 patient_11_T3 patient_11_T4 -3.015304e-07 -6.511036e-05 1.131637e-05
## 56 patient_12_T1 patient_12_T2 7.479262e-09 3.367805e-04 -1.010798e-04
## 57 patient_12_T1 patient_12_T3 5.247110e-07 -1.526156e-03 -1.449875e-05
## 58 patient_12_T1 patient_12_T4 1.503217e-08 -1.165944e-03 3.092090e-06
## 59 patient_12_T2 patient_12_T3 5.172317e-07 -1.862936e-03 8.658108e-05
## 60 patient_12_T2 patient_12_T4 7.552908e-09 -1.502724e-03 1.041719e-04
## 61 patient_12_T3 patient_12_T4 -5.096788e-07 3.602120e-04 1.759084e-05
## 62 patient_13_T1 patient_13_T2 -5.363942e-03 4.763238e-03 -1.513151e-04
## 63 patient_13_T1 patient_13_T3 -5.363955e-03 2.750247e-03 1.135968e-04
## 64 patient_13_T1 patient_13_T4 -5.363955e-03 3.221250e-03 1.603466e-03
## 65 patient_13_T2 patient_13_T3 -1.248338e-08 -2.012991e-03 2.649119e-04
## 66 patient_13_T2 patient_13_T4 -1.231559e-08 -1.541988e-03 1.754781e-03
## 67 patient_13_T3 patient_13_T4 1.677911e-10 4.710026e-04 1.489869e-03
## 68 patient_14_T1 patient_14_T2 -7.158034e-03 5.543182e-03 4.156919e-04
## 69 patient_14_T1 patient_14_T3 -7.158031e-03 -1.081954e-04 2.642465e-04
## 70 patient_14_T1 patient_14_T4 -7.056199e-03 2.318643e-03 1.166287e-03
## 71 patient_14_T2 patient_14_T3 2.783735e-09 -5.651378e-03 -1.514454e-04
## 72 patient_14_T2 patient_14_T4 1.018350e-04 -3.224539e-03 7.505954e-04
## 73 patient_14_T3 patient_14_T4 1.018322e-04 2.426839e-03 9.020408e-04
## microbe_004 microbe_005 microbe_006 microbe_007 microbe_008
## 1 2.793014e-06 1.414432e-10 -5.883737e-04 4.880645e-03 1.733892e-06
## 2 7.059683e-09 7.059683e-09 -7.083759e-04 -2.610281e-05 -5.639535e-07
## 3 1.988135e-05 3.344092e-09 -3.888728e-04 -2.533949e-05 5.310682e-07
## 4 -2.785955e-06 6.918240e-09 -1.200023e-04 -4.906748e-03 -2.297845e-06
## 5 1.708834e-05 3.202648e-09 1.995009e-04 -4.905984e-03 -1.202823e-06
## 6 1.987429e-05 -3.715591e-09 3.195032e-04 7.633174e-07 1.095022e-06
## 7 -1.421333e-04 2.117130e-05 2.519061e-06 5.467183e-03 -2.987233e-04
## 8 -3.071910e-04 2.348262e-09 -3.233989e-05 -9.212837e-05 6.295615e-05
## 9 -1.650577e-04 -2.116895e-05 -3.485895e-05 -5.559311e-03 3.616795e-04
## 10 2.257739e-05 8.031141e-06 -3.224081e-05 4.122403e-04 -3.691831e-04
## 11 2.873241e-05 1.299421e-06 -1.904564e-05 2.764843e-02 -2.904647e-04
## 12 2.034709e-05 6.133509e-04 -1.830643e-05 2.313954e-02 -3.437981e-04
## 13 6.155024e-06 -6.731720e-06 1.319518e-05 2.723619e-02 7.871842e-05
## 14 -2.230300e-06 6.053198e-04 1.393439e-05 2.272730e-02 2.538499e-05
## 15 -8.385324e-06 6.120515e-04 7.392102e-07 -4.508894e-03 -5.333343e-05
## 16 -8.777700e-05 1.790779e-03 9.619546e-04 3.234185e-03 6.262884e-04
## 17 5.950407e-05 1.144615e-03 8.914494e-04 6.444418e-03 6.663560e-04
## 18 -4.027054e-05 1.071874e-03 1.529272e-04 4.341587e-03 1.157442e-05
## 19 1.472811e-04 -6.461638e-04 -7.050526e-05 3.210234e-03 4.006764e-05
## 20 4.750646e-05 -7.189049e-04 -8.090274e-04 1.107403e-03 -6.147140e-04
## 21 -9.977461e-05 -7.274117e-05 -7.385221e-04 -2.102831e-03 -6.547816e-04
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## 24 -6.147375e-06 -3.623418e-06 -1.374233e-05 7.611144e-07 -1.351275e-03
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## 26 8.882529e-09 8.882529e-09 1.914332e-05 7.731750e-07 -2.081380e-04
## 27 -1.023504e-05 -1.467560e-09 -8.952878e-04 7.628249e-07 9.509311e-04
## 28 -5.318016e-09 7.344288e-04 6.395658e-05 9.153078e-03 3.363055e-04
## 29 6.271462e-07 8.916052e-05 3.301732e-04 1.042879e-02 -1.871031e-04
## 30 8.833841e-10 6.791555e-04 1.627443e-05 5.740530e-03 1.565281e-04
## 31 6.324642e-07 -6.452683e-04 2.662166e-04 1.275714e-03 -5.234086e-04
## 32 6.201400e-09 -5.527327e-05 -4.768215e-05 -3.412548e-03 -1.797774e-04
## 33 -6.262628e-07 5.899950e-04 -3.138988e-04 -4.688262e-03 3.436312e-04
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## 57 8.344283e-04 1.029202e-08 -1.954550e-04 -3.329651e-06 -1.147291e-04
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## 63 1.781802e-04 -2.604077e-10 2.978423e-05 -5.714674e-05 -6.960755e-05
## 64 2.165334e-04 2.558380e-05 1.554417e-05 2.619784e-03 -7.450428e-05
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## 67 3.835313e-05 2.558406e-05 -1.424007e-05 2.676931e-03 -4.896735e-06
## 68 1.401183e-06 2.206851e-06 2.156554e-05 8.983678e-04 5.701672e-06
## 69 -2.978078e-09 -2.978078e-09 7.461887e-05 3.318508e-04 -1.090515e-06
## 70 3.309212e-09 4.389061e-06 3.295926e-05 2.699940e-04 4.033150e-06
## 71 -1.404161e-06 -2.209830e-06 5.305333e-05 -5.665170e-04 -6.792188e-06
## 72 -1.397874e-06 2.182209e-06 1.139372e-05 -6.283738e-04 -1.668522e-06
## 73 6.287290e-09 4.392039e-06 -4.165962e-05 -6.185679e-05 5.123666e-06
## microbe_009 microbe_010 microbe_011 microbe_012 microbe_013
## 1 -2.036791e-03 -2.684278e-06 1.127347e-03 3.952054e-06 4.779565e-04
## 2 1.287085e-03 2.524094e-05 -5.190191e-04 2.695802e-06 1.859406e-03
## 3 1.463815e-03 6.823597e-05 1.673026e-03 1.464112e-05 2.887546e-04
## 4 3.323875e-03 2.792521e-05 -1.646366e-03 -1.256252e-06 1.381450e-03
## 5 3.500605e-03 7.092025e-05 5.456799e-04 1.068907e-05 -1.892019e-04
## 6 1.767300e-04 4.299503e-05 2.192046e-03 1.194532e-05 -1.570652e-03
## 7 -4.336132e-03 6.805246e-04 1.145537e-02 7.160803e-06 -1.723796e-04
## 8 -2.528934e-03 2.172789e-04 -3.884780e-04 1.633593e-05 1.472750e-03
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## 10 4.517359e-03 2.451265e-04 -2.568799e-04 -1.080933e-06 -7.617466e-04
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## 36 8.931025e-03 2.346230e-05 2.934638e-04 -3.907382e-06 4.951934e-04
## 37 1.054647e-03 7.580259e-05 1.964577e-04 2.625300e-06 9.397547e-04
## 38 6.103452e-03 -1.314381e-04 2.227948e-04 -2.538632e-06 1.821072e-04
## 39 5.048804e-03 -2.072407e-04 2.633711e-05 -5.163932e-06 -7.576475e-04
## 40 -3.616136e-03 -5.661011e-04 1.358257e-03 3.598014e-03 3.367732e-06
## 41 6.684862e-03 2.396917e-04 2.085188e-02 -1.856654e-04 -5.312643e-04
## 42 6.436342e-04 6.511985e-06 5.118778e-03 -1.650114e-04 -5.687806e-04
## 43 3.412709e-03 2.360295e-04 2.397864e-03 8.641801e-04 -6.068879e-04
## 44 -6.041227e-03 -2.331797e-04 -1.573310e-02 2.065400e-05 -3.751636e-05
## 45 -3.272152e-03 -3.662120e-06 -1.845401e-02 1.049845e-03 -7.562365e-05
## 46 2.769075e-03 2.295176e-04 -2.720914e-03 1.029191e-03 -3.810728e-05
## 47 1.844188e-03 2.550427e-04 2.961731e-04 -1.695524e-03 -7.622748e-04
## 48 -8.711259e-04 7.687309e-05 -6.981615e-04 -1.696980e-03 -5.665397e-04
## 49 -2.715314e-03 -1.781696e-04 -9.943345e-04 -1.455794e-06 1.957351e-04
## 50 -8.176285e-05 -2.567398e-04 4.371777e-04 -2.248927e-06 9.943001e-04
## 51 9.595629e-05 -3.701968e-04 3.285918e-04 -1.315434e-05 2.965979e-04
## 52 3.897193e-03 -1.871054e-04 4.422697e-04 -2.056788e-05 5.949870e-04
## 53 1.777191e-04 -1.134570e-04 -1.085859e-04 -1.090541e-05 -6.977022e-04
## 54 3.978956e-03 6.963438e-05 5.092044e-06 -1.831895e-05 -3.993131e-04
## 55 3.801237e-03 1.830914e-04 1.136779e-04 -7.413539e-06 2.983891e-04
## 56 1.928157e-03 -1.349508e-04 4.421460e-05 7.479262e-09 1.017238e-03
## 57 4.343485e-03 -6.140517e-05 2.254878e-04 1.029202e-08 2.635576e-05
## 58 6.992913e-03 4.991761e-04 -4.029261e-05 1.503217e-08 4.171960e-04
## 59 2.415327e-03 7.354560e-05 1.812732e-04 2.812763e-09 -9.908818e-04
## 60 5.064755e-03 6.341269e-04 -8.450720e-05 7.552908e-09 -6.000416e-04
## 61 2.649428e-03 5.605813e-04 -2.657804e-04 4.740145e-09 3.908402e-04
## 62 2.852572e-03 3.305374e-04 4.588075e-04 -5.936049e-03 1.915990e-04
## 63 6.204225e-03 2.107797e-04 -3.347738e-03 -5.612852e-03 1.508756e-04
## 64 4.640485e-03 2.181428e-04 -1.174985e-03 -6.743577e-03 3.174729e-04
## 65 3.351654e-03 -1.197576e-04 -3.806546e-03 3.231968e-04 -4.072337e-05
## 66 1.787913e-03 -1.123945e-04 -1.633793e-03 -8.075282e-04 1.258739e-04
## 67 -1.563740e-03 7.363107e-06 2.172753e-03 -1.130725e-03 1.665973e-04
## 68 -3.388462e-03 1.220804e-04 1.114164e-03 6.156410e-05 -3.613863e-04
## 69 -1.509364e-03 -3.523169e-05 -1.606705e-04 9.558131e-05 -1.483986e-04
## 70 4.814308e-04 3.614664e-04 1.210602e-03 1.054077e-04 -4.395016e-04
## 71 1.879098e-03 -1.573121e-04 -1.274834e-03 3.401721e-05 2.129877e-04
## 72 3.869892e-03 2.393859e-04 9.643818e-05 4.384360e-05 -7.811528e-05
## 73 1.990794e-03 3.966980e-04 1.371272e-03 9.826384e-06 -2.911030e-04
## microbe_014 microbe_015 microbe_016 microbe_017 microbe_018
## 1 8.849872e-07 1.250164e-03 -3.126647e-05 2.974319e-04 1.414432e-10
## 2 7.059683e-09 1.088448e-03 -2.071623e-05 3.510606e-04 7.059683e-09
## 3 2.343691e-05 3.054539e-03 1.074110e-04 8.054656e-05 3.344092e-09
## 4 -8.779275e-07 -1.617155e-04 1.055024e-05 5.362871e-05 6.918240e-09
## 5 2.255192e-05 1.804375e-03 1.386775e-04 -2.168853e-04 3.202648e-09
## 6 2.342985e-05 1.966091e-03 1.281272e-04 -2.705140e-04 -3.715591e-09
## 7 -4.056173e-04 -2.158482e-09 -2.096624e-05 4.467316e-03 -5.364726e-03
## 8 -4.876759e-04 2.348262e-09 4.919706e-06 -1.737159e-03 -3.082712e-03
## 9 -8.205861e-05 4.506743e-09 2.588595e-05 -6.204475e-03 2.282013e-03
## 10 -1.489495e-03 -2.338548e-03 -2.025652e-06 1.566196e-04 1.961767e-06
## 11 -6.327817e-04 -2.346281e-03 -6.822785e-06 2.247295e-04 -1.874083e-08
## 12 -4.886592e-04 -2.345461e-03 1.630934e-04 3.364963e-04 -1.293737e-08
## 13 8.567132e-04 -7.733233e-06 -4.797133e-06 6.810991e-05 -1.980508e-06
## 14 1.000836e-03 -6.912743e-06 1.651190e-04 1.798767e-04 -1.974705e-06
## 15 1.441225e-04 8.204894e-07 1.699161e-04 1.117667e-04 5.803460e-09
## 16 1.617692e-03 -9.742969e-04 7.830112e-05 6.088531e-03 2.151983e-05
## 17 2.484775e-03 2.506590e-03 6.603224e-04 8.371649e-03 7.614236e-05
## 18 1.884385e-03 1.112105e-03 2.057964e-04 6.818671e-03 9.116426e-05
## 19 8.670834e-04 3.480887e-03 5.820213e-04 2.283117e-03 5.462253e-05
## 20 2.666939e-04 2.086402e-03 1.274953e-04 7.301403e-04 6.964444e-05
## 21 -6.003894e-04 -1.394484e-03 -4.545260e-04 -1.552977e-03 1.502190e-05
## 22 -2.347435e-03 -2.369141e-03 -1.560497e-05 -5.458111e-05 -1.206062e-08
## 23 -2.231179e-03 -2.218857e-03 -1.109641e-05 7.545493e-04 -1.710528e-09
## 24 -2.180180e-03 -6.141950e-04 -4.201718e-06 1.324785e-03 8.201587e-07
## 25 1.162559e-04 1.502837e-04 4.508560e-06 8.091304e-04 1.035009e-08
## 26 1.672544e-04 1.754946e-03 1.140325e-05 1.379366e-03 8.322194e-07
## 27 5.099852e-05 1.604662e-03 6.894691e-06 5.702361e-04 8.218693e-07
## 28 7.262279e-04 9.731269e-04 1.719740e-04 5.614981e-04 -5.339193e-06
## 29 7.038044e-04 -3.351033e-04 3.562766e-05 5.545726e-04 -2.949670e-06
## 30 1.022131e-03 1.077163e-03 3.597014e-04 1.534373e-04 -5.332991e-06
## 31 -2.242351e-05 -1.308230e-03 -1.363463e-04 -6.925519e-06 2.389523e-06
## 32 2.959027e-04 1.040357e-04 1.877274e-04 -4.080608e-04 6.201400e-09
## 33 3.183262e-04 1.412266e-03 3.240737e-04 -4.011353e-04 -2.383322e-06
## 34 -1.934904e-04 -4.987160e-04 1.621046e-05 2.766323e-03 -8.199716e-07
## 35 1.161334e-03 -3.548229e-04 2.807503e-04 4.212377e-03 8.006971e-06
## 36 1.227471e-03 5.254185e-04 2.133769e-05 5.712700e-04 1.589713e-07
## 37 1.354825e-03 1.438931e-04 2.645398e-04 1.446055e-03 8.826943e-06
## 38 1.420961e-03 1.024134e-03 5.127229e-06 -2.195053e-03 9.789429e-07
## 39 6.613694e-05 8.802413e-04 -2.594126e-04 -3.641107e-03 -7.848000e-06
## 40 1.805991e-05 8.422417e-07 1.812733e-03 -1.281296e-03 -3.872648e-09
## 41 -2.274116e-04 -2.436682e-04 -2.259402e-03 1.056127e-03 -1.063148e-04
## 42 -8.528621e-04 -2.981829e-04 -2.278480e-03 8.974515e-03 -3.719813e-04
## 43 -1.729960e-04 -2.980957e-04 -1.379627e-03 1.098557e-02 -2.614297e-04
## 44 -6.254504e-04 -5.451472e-05 -1.907817e-05 7.918388e-03 -2.656665e-04
## 45 5.441566e-05 -5.442757e-05 8.797753e-04 9.929442e-03 -1.551149e-04
## 46 6.798661e-04 8.714180e-08 8.988535e-04 2.011054e-03 1.105516e-04
## 47 -7.907432e-05 -2.813841e-04 6.350599e-05 2.794033e-03 -3.033891e-03
## 48 -6.520222e-05 -2.833984e-04 9.308538e-05 2.034244e-03 -4.158955e-03
## 49 1.387209e-05 -2.014295e-06 2.957940e-05 -7.597887e-04 -1.125064e-03
## 50 -6.488208e-04 -4.897497e-04 2.708383e-05 -2.775932e-03 1.117530e-04
## 51 -4.467898e-04 -9.553352e-04 2.850282e-05 -8.509598e-03 -3.342971e-05
## 52 -1.201428e-03 -1.534351e-03 2.091561e-05 -8.095096e-03 1.647283e-05
## 53 2.020310e-04 -4.655855e-04 1.418994e-06 -5.733666e-03 -1.451827e-04
## 54 -5.526075e-04 -1.044602e-03 -6.168217e-06 -5.319164e-03 -9.528018e-05
## 55 -7.546385e-04 -5.790163e-04 -7.587211e-06 4.145016e-04 4.990254e-05
## 56 3.108539e-04 -1.089252e-04 1.678660e-07 3.753401e-04 7.479262e-09
## 57 1.148859e-04 -1.078248e-04 7.392968e-06 -1.705430e-05 1.029202e-08
## 58 3.591628e-04 -1.118132e-04 2.061804e-05 -1.747393e-05 1.503217e-08
## 59 -1.959680e-04 1.100375e-06 7.225102e-06 -3.923944e-04 2.812763e-09
## 60 4.830893e-05 -2.888086e-06 2.045018e-05 -3.928140e-04 7.552908e-09
## 61 2.442769e-04 -3.988461e-06 1.322507e-05 -4.196311e-07 4.740145e-09
## 62 -2.613014e-03 -2.792084e-06 1.898413e-03 3.155549e-03 -7.448432e-04
## 63 -9.815947e-04 5.122736e-06 7.133927e-04 4.840372e-04 -9.371831e-04
## 64 -2.500096e-03 -2.957255e-06 1.498883e-03 3.459001e-04 -9.220250e-04
## 65 1.631419e-03 7.914821e-06 -1.185020e-03 -2.671512e-03 -1.923399e-04
## 66 1.129174e-04 -1.651710e-07 -3.995304e-04 -2.809649e-03 -1.771818e-04
## 67 -1.518502e-03 -8.079992e-06 7.854898e-04 -1.381371e-04 1.515808e-05
## 68 2.445182e-03 -1.897673e-03 3.273228e-06 6.498899e-03 2.005432e-06
## 69 7.000046e-04 -1.961194e-03 6.345793e-07 3.141582e-03 3.810319e-06
## 70 2.896354e-03 -1.935792e-03 1.097156e-05 6.124627e-03 2.726284e-06
## 71 -1.745178e-03 -6.352164e-05 -2.638649e-06 -3.357318e-03 1.804887e-06
## 72 4.511715e-04 -3.811976e-05 7.698335e-06 -3.742726e-04 7.208512e-07
## 73 2.196349e-03 2.540188e-05 1.033698e-05 2.983045e-03 -1.084035e-06
## microbe_019 microbe_020 microbe_021 microbe_022 microbe_023
## 1 1.551819e-03 -6.414824e-04 1.393090e-05 1.414432e-10 1.299043e-04
## 2 1.895303e-03 -7.095469e-04 7.059683e-09 7.059683e-09 1.000752e-03
## 3 1.716464e-03 -7.917087e-04 3.344092e-09 3.344092e-09 1.487114e-03
## 4 3.434836e-04 -6.806453e-05 -1.392384e-05 6.918240e-09 8.708479e-04
## 5 1.646454e-04 -1.502263e-04 -1.392756e-05 3.202648e-09 1.357210e-03
## 6 -1.788382e-04 -8.216180e-05 -3.715591e-09 -3.715591e-09 4.863622e-04
## 7 -2.158482e-09 7.375970e-05 9.892031e-05 2.651729e-03 -3.526810e-04
## 8 2.348262e-09 2.349712e-04 -1.118177e-05 -7.217600e-05 5.857402e-04
## 9 4.506743e-09 1.612115e-04 -1.101021e-04 -2.723905e-03 9.384212e-04
## 10 -2.000033e-04 -1.038441e-03 9.127678e-07 9.502309e-07 3.761063e-04
## 11 -7.279215e-05 -9.465075e-04 2.236685e-06 3.559557e-05 1.184072e-03
## 12 2.176175e-04 -9.985297e-04 4.166126e-06 1.555755e-04 3.127258e-04
## 13 1.272111e-04 9.193374e-05 1.323917e-06 3.464534e-05 8.079655e-04
## 14 4.176208e-04 3.991155e-05 3.253358e-06 1.546253e-04 -6.338050e-05
## 15 2.904096e-04 -5.202219e-05 1.929441e-06 1.199800e-04 -8.713460e-04
## 16 -1.963400e-03 1.947006e-04 1.754265e-04 1.995430e-05 -1.764057e-04
## 17 -2.095911e-03 9.907561e-05 2.797054e-03 8.830223e-03 -2.260592e-04
## 18 -2.099930e-03 -5.751254e-05 1.638011e-03 7.030404e-03 -1.062994e-04
## 19 -1.325113e-04 -9.562498e-05 2.621628e-03 8.810269e-03 -4.965345e-05
## 20 -1.365303e-04 -2.522131e-04 1.462584e-03 7.010450e-03 7.010633e-05
## 21 -4.019040e-06 -1.565881e-04 -1.159044e-03 -1.799819e-03 1.197598e-04
## 22 -1.003929e-05 8.942961e-05 -1.206062e-08 -1.206062e-08 6.652035e-04
## 23 -1.002894e-05 -3.647525e-04 1.166375e-06 -1.710528e-09 8.842384e-04
## 24 5.044025e-05 -3.043429e-05 1.824035e-06 -3.178088e-09 9.634457e-04
## 25 1.035009e-08 -4.541821e-04 1.178436e-06 1.035009e-08 2.190349e-04
## 26 6.047954e-05 -1.198639e-04 1.836096e-06 8.882529e-09 2.982422e-04
## 27 6.046919e-05 3.343182e-04 6.576597e-07 -1.467560e-09 7.920730e-05
## 28 -3.491008e-04 1.934993e-05 5.214529e-03 1.803255e-04 2.053589e-04
## 29 -7.104822e-04 7.993961e-05 1.102058e-03 1.557382e-03 -3.542458e-04
## 30 -5.538815e-04 2.975541e-05 1.221382e-03 2.562284e-04 -3.541665e-04
## 31 -3.613814e-04 6.058967e-05 -4.112471e-03 1.377057e-03 -5.596047e-04
## 32 -2.047807e-04 1.040547e-05 -3.993147e-03 7.590288e-05 -5.595254e-04
## 33 1.566007e-04 -5.018420e-05 1.193232e-04 -1.301154e-03 7.930134e-08
## 34 -1.052643e-04 -3.161948e-04 7.989157e-03 1.928493e-09 2.797275e-04
## 35 -5.753551e-05 -3.590599e-04 8.413485e-04 7.071060e-09 1.581173e-03
## 36 1.397620e-05 5.902536e-04 5.204812e-05 1.135303e-06 1.231977e-03
## 37 4.772881e-05 -4.286514e-05 -7.147808e-03 5.142567e-09 1.301445e-03
## 38 1.192405e-04 9.064483e-04 -7.937109e-03 1.133375e-06 9.522499e-04
## 39 7.151171e-05 9.493135e-04 -7.893004e-04 1.128232e-06 -3.491953e-04
## 40 6.216129e-05 -4.029419e-03 5.199442e-05 -3.338116e-04 -4.126995e-04
## 41 4.920040e-06 1.846458e-04 -1.651392e-05 -2.058888e-04 1.278625e-03
## 42 9.891117e-06 -3.226116e-05 -1.270540e-05 -2.060301e-04 3.440773e-04
## 43 3.622063e-07 2.890220e-05 -1.378819e-05 -1.966974e-04 6.517140e-04
## 44 4.971077e-06 -2.169070e-04 3.808515e-06 -1.413385e-07 -9.345478e-04
## 45 -4.557833e-06 -1.557436e-04 2.725721e-06 9.191402e-06 -6.269110e-04
## 46 -9.528910e-06 6.116337e-05 -1.082794e-06 9.332741e-06 3.076367e-04
## 47 1.565521e-09 -2.131651e-05 3.379003e-05 1.546698e-03 1.665486e-03
## 48 -8.616831e-10 2.770803e-04 8.228336e-05 4.782615e-04 1.237554e-03
## 49 -2.427204e-09 2.983968e-04 4.849334e-05 -1.068436e-03 -4.279314e-04
## 50 -3.413761e-04 3.730361e-04 -6.827851e-04 -2.698190e-04 1.083431e-03
## 51 -4.743546e-04 -3.369391e-05 -6.642605e-04 -2.762226e-04 1.153931e-03
## 52 -1.645839e-04 -2.046537e-04 -6.527867e-04 -2.668302e-04 3.455977e-03
## 53 -1.329786e-04 -4.067300e-04 1.852454e-05 -6.403580e-06 7.050058e-05
## 54 1.767921e-04 -5.776899e-04 2.999837e-05 2.988823e-06 2.372546e-03
## 55 3.097707e-04 -1.709598e-04 1.147383e-05 9.392403e-06 2.302046e-03
## 56 7.914362e-04 9.451626e-05 -8.634043e-06 8.213282e-04 -2.415990e-04
## 57 -1.115247e-04 -7.921855e-06 -1.348454e-05 1.029202e-08 -4.193740e-04
## 58 -7.513020e-05 3.832835e-04 -1.062913e-05 6.218308e-07 2.424610e-04
## 59 -9.029609e-04 -1.024381e-04 -4.850495e-06 -8.213179e-04 -1.777750e-04
## 60 -8.665664e-04 2.887672e-04 -1.995086e-06 -8.207064e-04 4.840601e-04
## 61 3.639451e-05 3.912053e-04 2.855409e-06 6.115387e-07 6.618351e-04
## 62 2.761320e-06 3.248110e-04 2.042849e-05 2.981124e-03 1.589710e-03
## 63 -2.604077e-10 -1.768715e-04 -5.642189e-06 -2.292392e-03 2.203546e-04
## 64 -9.261657e-11 4.052469e-05 3.298101e-04 2.422666e-03 8.038444e-04
## 65 -2.761581e-06 -5.016825e-04 -2.607068e-05 -5.273516e-03 -1.369356e-03
## 66 -2.761413e-06 -2.842863e-04 3.093816e-04 -5.584581e-04 -7.858660e-04
## 67 1.677911e-10 2.173962e-04 3.354522e-04 4.715058e-03 5.834898e-04
## 68 1.048715e-06 8.469135e-04 -3.213423e-06 1.813214e-03 3.559076e-04
## 69 -2.978078e-09 -2.898798e-05 -8.496822e-06 2.489361e-03 1.872432e-04
## 70 2.061184e-06 4.818694e-04 5.317001e-05 2.258081e-05 3.202898e-04
## 71 -1.051694e-06 -8.759015e-04 -5.283399e-06 6.761476e-04 -1.686644e-04
## 72 1.012469e-06 -3.650441e-04 5.638343e-05 -1.790633e-03 -3.561783e-05
## 73 2.064162e-06 5.108574e-04 6.166683e-05 -2.466781e-03 1.330466e-04
## microbe_024 microbe_025 microbe_026 microbe_027 microbe_028
## 1 1.667628e-04 -7.746546e-04 3.163597e-04 5.121229e-03 8.597914e-05
## 2 3.005832e-03 3.825372e-04 -2.858201e-06 1.184309e-02 2.186092e-03
## 3 3.386890e-03 8.863553e-05 -2.313952e-06 1.205049e-02 1.130120e-03
## 4 2.839069e-03 1.157192e-03 -3.192179e-04 6.721862e-03 2.100113e-03
## 5 3.220127e-03 8.632901e-04 -3.186737e-04 6.929260e-03 1.044141e-03
## 6 3.810585e-04 -2.939016e-04 5.442490e-07 2.073982e-04 -1.055973e-03
## 7 -1.200836e-03 -2.620762e-05 1.282621e-03 -3.480182e-03 -1.223985e-03
## 8 -5.485124e-04 -8.217828e-06 -1.619314e-04 -4.412924e-03 -2.848161e-04
## 9 6.523236e-04 1.798979e-05 -1.444552e-03 -9.327416e-04 9.391691e-04
## 10 8.233569e-05 -2.930479e-04 1.026543e-04 -6.245566e-03 4.295078e-03
## 11 -1.772101e-04 1.971603e-04 1.349332e-03 -3.908928e-03 2.715782e-03
## 12 5.931919e-04 -2.686314e-04 1.100045e-03 -2.652622e-03 1.191144e-03
## 13 -2.595458e-04 4.902082e-04 1.246678e-03 2.336638e-03 -1.579295e-03
## 14 5.108562e-04 2.441653e-05 9.973906e-04 3.592944e-03 -3.103933e-03
## 15 7.704020e-04 -4.657917e-04 -2.492872e-04 1.256306e-03 -1.524638e-03
## 16 1.642589e-04 1.072982e-04 1.633644e-03 6.478029e-03 1.565669e-03
## 17 9.516015e-04 5.755210e-06 5.565108e-03 8.611750e-03 4.566421e-03
## 18 1.442188e-03 2.940835e-05 3.127437e-03 4.896129e-03 2.504551e-03
## 19 7.873426e-04 -1.015430e-04 3.931464e-03 2.133722e-03 3.000752e-03
## 20 1.277929e-03 -7.788989e-05 1.493793e-03 -1.581899e-03 9.388817e-04
## 21 4.905861e-04 2.365314e-05 -2.437671e-03 -3.715621e-03 -2.061871e-03
## 22 -1.438504e-03 -1.140543e-05 -1.670516e-05 -7.046993e-03 -2.636118e-03
## 23 1.564919e-03 -8.380697e-06 -1.669481e-05 1.227372e-04 -9.707954e-04
## 24 2.409389e-03 2.244766e-05 -1.669628e-05 6.494461e-03 -1.071461e-03
## 25 3.003423e-03 3.024733e-06 1.035009e-08 7.169730e-03 1.665323e-03
## 26 3.847893e-03 3.385309e-05 8.882529e-09 1.354145e-02 1.564658e-03
## 27 8.444703e-04 3.082836e-05 -1.467560e-09 6.371724e-03 -1.006653e-04
## 28 6.613444e-04 8.215942e-04 1.201079e-03 1.052061e-02 1.814581e-04
## 29 7.862142e-04 -3.396061e-06 3.611994e-03 3.564799e-03 -4.367989e-04
## 30 8.994537e-04 3.781327e-05 6.990945e-04 1.038006e-02 6.735356e-04
## 31 1.248698e-04 -8.249902e-04 2.410915e-03 -6.955815e-03 -6.182570e-04
## 32 2.381093e-04 -7.837809e-04 -5.019842e-04 -1.405561e-04 4.920775e-04
## 33 1.132395e-04 4.120933e-05 -2.912899e-03 6.815259e-03 1.110335e-03
## 34 6.741374e-04 -1.343866e-05 4.291168e-04 6.377165e-04 2.155895e-03
## 35 8.200092e-04 1.090173e-03 2.939284e-04 3.809532e-03 7.875471e-04
## 36 3.791405e-04 1.059252e-03 2.032448e-05 9.070806e-03 5.728207e-04
## 37 1.458718e-04 1.103612e-03 -1.351884e-04 3.171815e-03 -1.368348e-03
## 38 -2.949969e-04 1.072691e-03 -4.087923e-04 8.433090e-03 -1.583074e-03
## 39 -4.408686e-04 -3.092102e-05 -2.736039e-04 5.261275e-03 -2.147264e-04
## 40 -3.976048e-04 -6.035883e-05 3.064736e-05 4.954371e-05 -4.296391e-05
## 41 1.485098e-03 -2.501999e-04 -2.197211e-03 1.725031e-02 4.793252e-03
## 42 3.362969e-03 -2.195749e-04 -2.056913e-03 1.261598e-03 2.235889e-03
## 43 1.958866e-03 -2.416559e-04 -2.385292e-03 4.357051e-03 3.815937e-03
## 44 1.877870e-03 3.062498e-05 1.402981e-04 -1.598871e-02 -2.557364e-03
## 45 4.737682e-04 8.544034e-06 -1.880815e-04 -1.289326e-02 -9.773153e-04
## 46 -1.404102e-03 -2.208094e-05 -3.283796e-04 3.095453e-03 1.580048e-03
## 47 1.059290e-03 -2.149082e-04 2.195474e-03 3.319414e-03 1.684351e-03
## 48 4.357981e-04 -2.155924e-04 1.685211e-03 1.019290e-04 5.404186e-04
## 49 -6.234919e-04 -6.842188e-07 -5.102627e-04 -3.217485e-03 -1.143932e-03
## 50 -9.868519e-03 1.653113e-05 -5.714619e-04 9.377153e-04 1.753279e-03
## 51 -7.276835e-03 1.998410e-05 -4.009239e-04 3.268166e-03 1.177430e-03
## 52 -2.947943e-03 5.840757e-04 -3.659733e-04 3.483204e-04 -8.800255e-05
## 53 2.591684e-03 3.452975e-06 1.705380e-04 2.330451e-03 -5.758491e-04
## 54 6.920575e-03 5.675446e-04 2.054886e-04 -5.893949e-04 -1.841281e-03
## 55 4.328891e-03 5.640916e-04 3.495066e-05 -2.919845e-03 -1.265432e-03
## 56 1.380022e-03 1.192607e-04 3.691937e-04 6.044274e-03 1.933666e-03
## 57 4.456761e-03 -9.144750e-06 5.485736e-07 7.159201e-03 1.004824e-03
## 58 3.486619e-03 2.427905e-05 4.134344e-07 1.349901e-02 7.694216e-04
## 59 3.076739e-03 -1.284055e-04 -3.686451e-04 1.114926e-03 -9.288412e-04
## 60 2.106597e-03 -9.498169e-05 -3.687802e-04 7.454737e-03 -1.164244e-03
## 61 -9.701419e-04 3.342380e-05 -1.351393e-07 6.339811e-03 -2.354029e-04
## 62 4.091031e-04 -2.564519e-04 1.282586e-03 9.350971e-03 1.326671e-03
## 63 2.233906e-04 -1.742041e-04 -1.239720e-04 5.356681e-03 7.026062e-04
## 64 1.755675e-04 -1.627130e-04 1.040526e-03 7.631967e-03 -5.082486e-06
## 65 -1.857124e-04 8.224788e-05 -1.406558e-03 -3.994290e-03 -6.240650e-04
## 66 -2.335356e-04 9.373890e-05 -2.420601e-04 -1.719004e-03 -1.331754e-03
## 67 -4.782316e-05 1.149102e-05 1.164498e-03 2.275285e-03 -7.076887e-04
## 68 -4.372583e-03 -5.931756e-04 3.353727e-04 4.319216e-03 -8.807715e-05
## 69 -5.558852e-03 -3.381258e-04 3.533959e-04 8.491023e-03 -1.343243e-03
## 70 -3.888314e-03 3.374640e-04 6.933073e-05 1.020900e-02 -5.999841e-05
## 71 -1.186269e-03 2.550498e-04 1.802323e-05 4.171806e-03 -1.255166e-03
## 72 4.842693e-04 9.306396e-04 -2.660420e-04 5.889782e-03 2.807875e-05
## 73 1.670538e-03 6.755898e-04 -2.840652e-04 1.717976e-03 1.283245e-03
## microbe_029 microbe_030 microbe_031 microbe_032 microbe_033
## 1 1.283414e-04 1.414432e-10 -7.105674e-06 1.414432e-10 -0.0238066243
## 2 9.285178e-04 7.059683e-09 -8.666540e-06 7.059683e-09 -0.0229319347
## 3 5.425688e-06 4.376869e-05 -2.501194e-06 3.344092e-09 -0.0132078889
## 4 8.001764e-04 6.918240e-09 -1.560865e-06 6.918240e-09 0.0008746896
## 5 -1.229157e-04 4.376855e-05 4.604481e-06 3.202648e-09 0.0105987354
## 6 -9.230921e-04 4.376163e-05 6.165346e-06 -3.715591e-09 0.0097240458
## 7 1.857620e-04 2.714803e-02 2.166095e-03 8.367655e-04 0.0132150899
## 8 -4.847437e-05 -2.383930e-03 8.038686e-04 -4.258594e-07 -0.0023080125
## 9 -2.342363e-04 -2.953196e-02 -1.362227e-03 -8.371914e-04 -0.0155231024
## 10 1.330395e-03 4.012895e-03 8.370564e-04 1.160439e-04 -0.0036895964
## 11 2.176518e-04 6.604342e-04 1.384004e-03 -1.874083e-08 -0.0007261205
## 12 1.563568e-03 8.590626e-03 2.979877e-03 1.220062e-02 0.0067326880
## 13 -1.112743e-03 -3.352461e-03 5.469479e-04 -1.160626e-04 0.0029634759
## 14 2.331731e-04 4.577731e-03 2.142820e-03 1.208458e-02 0.0104222845
## 15 1.345916e-03 7.930192e-03 1.595872e-03 1.220064e-02 0.0074588085
## 16 1.335849e-03 -8.246521e-03 6.512597e-05 1.297690e-03 0.0194592115
## 17 9.397290e-04 -8.496836e-03 9.994190e-05 1.226159e-02 -0.0053812434
## 18 5.389961e-04 -8.525141e-03 2.269191e-04 8.730736e-03 -0.0118623485
## 19 -3.961196e-04 -2.503153e-04 3.481593e-05 1.096390e-02 -0.0248404549
## 20 -7.968524e-04 -2.786199e-04 1.617931e-04 7.433046e-03 -0.0313215599
## 21 -4.007329e-04 -2.830465e-05 1.269772e-04 -3.530851e-03 -0.0064811050
## 22 2.297310e-02 -2.402696e-06 -2.302764e-04 -1.206062e-08 -0.0111392602
## 23 9.445409e-04 -2.392346e-06 1.792119e-04 -1.710528e-09 -0.0176287480
## 24 5.746718e-04 -2.393813e-06 8.243404e-05 -3.178088e-09 -0.0244611646
## 25 -2.202856e-02 1.035009e-08 4.094883e-04 1.035009e-08 -0.0064894878
## 26 -2.239843e-02 8.882529e-09 3.127104e-04 8.882529e-09 -0.0133219044
## 27 -3.698691e-04 -1.467560e-09 -9.677783e-05 -1.467560e-09 -0.0068324167
## 28 6.438438e-05 3.427840e-06 1.135880e-04 -5.318016e-09 0.0239635353
## 29 1.321985e-05 -9.871847e-10 1.216238e-04 1.257856e-06 0.0130328588
## 30 5.520069e-05 8.833841e-10 9.883656e-05 8.833841e-10 0.0281530227
## 31 -5.116453e-05 -3.428827e-06 8.035809e-06 1.263174e-06 -0.0109306765
## 32 -9.183692e-06 -3.426956e-06 -1.475143e-05 6.201400e-09 0.0041894874
## 33 4.198084e-05 1.870569e-09 -2.278724e-05 -1.256972e-06 0.0151201639
## 34 -3.676871e-06 -2.880786e-06 -1.359646e-04 1.928493e-09 0.0306812472
## 35 1.578272e-06 -2.875643e-06 4.381250e-04 7.071060e-09 0.0310540695
## 36 -4.608076e-06 -2.876951e-06 1.559191e-04 5.763240e-09 0.0194995032
## 37 5.255143e-06 5.142567e-09 5.740896e-04 5.142567e-09 0.0003728223
## 38 -9.312050e-07 3.834747e-09 2.918836e-04 3.834747e-09 -0.0111817440
## 39 -6.186348e-06 -1.307820e-09 -2.822060e-04 -1.307820e-09 -0.0115545663
## 40 1.473786e-04 -8.353029e-06 -1.891975e-03 5.757264e-03 0.0093901918
## 41 6.700618e-04 -1.048515e-02 2.655047e-04 8.044534e-05 0.0267472178
## 42 8.773899e-05 -1.092785e-02 -1.013508e-04 1.228505e-04 0.0270067966
## 43 6.545362e-04 -1.012586e-02 -9.145940e-05 1.132546e-06 0.0179369801
## 44 -5.823228e-04 -4.426992e-04 -3.668556e-04 4.240514e-05 0.0002595787
## 45 -1.552568e-05 3.592934e-04 -3.569641e-04 -7.931279e-05 -0.0088102378
## 46 5.667972e-04 8.019926e-04 9.891444e-06 -1.217179e-04 -0.0090698165
## 47 6.413991e-04 1.333548e-04 3.942343e-04 3.157060e-03 0.0012711707
## 48 -8.969976e-05 2.588515e-04 8.731021e-04 5.323236e-03 0.0045243076
## 49 -7.310989e-04 1.254967e-04 4.788677e-04 2.166176e-03 0.0032531369
## 50 6.437706e-06 -1.623491e-04 6.665493e-05 -1.095680e-02 0.0044989666
## 51 1.548193e-05 -1.372560e-03 -6.328292e-04 -1.005348e-02 0.0120624700
## 52 3.319171e-05 -5.282299e-03 -8.833051e-04 -1.080710e-02 0.0031419413
## 53 9.044228e-06 -1.210211e-03 -6.994841e-04 9.033191e-04 0.0075635034
## 54 2.675401e-05 -5.119950e-03 -9.499601e-04 1.497068e-04 -0.0013570253
## 55 1.770978e-05 -3.909739e-03 -2.504759e-04 -7.536123e-04 -0.0089205286
## 56 -1.202101e-05 2.340669e-05 -1.281677e-04 7.479262e-09 -0.0033922876
## 57 -2.613070e-06 3.587097e-03 -1.165161e-04 1.029202e-08 -0.0010342590
## 58 -8.275320e-06 1.662085e-03 9.224344e-04 1.503217e-08 -0.0035204502
## 59 9.407945e-06 3.563690e-03 1.165158e-05 2.812763e-09 0.0023580286
## 60 3.745695e-06 1.638679e-03 1.050602e-03 7.552908e-09 -0.0001281626
## 61 -5.662250e-06 -1.925012e-03 1.038951e-03 4.740145e-09 -0.0024861912
## 62 -2.504709e-05 1.086941e-05 5.427410e-04 1.018370e-03 -0.0087132739
## 63 -9.653574e-06 2.459791e-03 2.131363e-04 -4.349407e-07 -0.0013299270
## 64 1.408452e-04 5.195976e-04 6.332880e-04 3.569104e-04 -0.0129806117
## 65 1.539351e-05 2.448921e-03 -3.296047e-04 -1.018804e-03 0.0073833469
## 66 1.658922e-04 5.087282e-04 9.054693e-05 -6.614592e-04 -0.0042673378
## 67 1.504987e-04 -1.940193e-03 4.201516e-04 3.573453e-04 -0.0116506847
## 68 7.232030e-04 -5.761813e-09 1.379499e-04 -5.761813e-09 -0.0006556122
## 69 3.580409e-04 -2.978078e-09 -3.405890e-04 -2.978078e-09 -0.0024895913
## 70 4.488893e-04 3.309212e-09 7.591001e-05 3.309212e-09 -0.0018057345
## 71 -3.651621e-04 2.783735e-09 -4.785389e-04 2.783735e-09 -0.0018339791
## 72 -2.743137e-04 9.071025e-09 -6.203993e-05 9.071025e-09 -0.0011501223
## 73 9.084836e-05 6.287290e-09 4.164990e-04 6.287290e-09 0.0006838568
## microbe_034 microbe_035 microbe_036 microbe_037 microbe_038
## 1 1.721304e-05 1.678834e-05 1.414432e-10 -5.947265e-06 4.882568e-02
## 2 9.177816e-04 5.076634e-03 7.059683e-09 -2.662738e-06 4.667207e-02
## 3 1.205645e-05 1.404393e-03 3.344092e-09 7.431483e-06 4.518728e-02
## 4 9.005685e-04 5.059845e-03 6.918240e-09 3.284527e-06 -2.153610e-03
## 5 -5.156595e-06 1.387604e-03 3.202648e-09 1.337875e-05 -3.638394e-03
## 6 -9.057251e-04 -3.672241e-03 -3.715591e-09 1.009422e-05 -1.484783e-03
## 7 -2.692264e-03 -6.106672e-05 1.177866e-03 3.298936e-06 -1.151032e-03
## 8 -4.858425e-03 -9.928929e-06 -1.767004e-04 1.259950e-04 4.749798e-02
## 9 -2.166161e-03 5.113779e-05 -1.354567e-03 1.226961e-04 4.864901e-02
## 10 5.694364e-03 -6.836002e-06 -1.004966e-06 -1.899265e-04 1.704812e-02
## 11 -3.281058e-03 -2.413775e-06 -1.002081e-06 -1.903912e-04 5.008904e-02
## 12 -3.395352e-03 -5.342680e-06 -9.962778e-07 -1.917888e-04 4.955473e-02
## 13 -8.975423e-03 4.422228e-06 2.885103e-09 -4.647475e-07 3.304092e-02
## 14 -9.089717e-03 1.493322e-06 8.688563e-09 -1.862310e-06 3.250661e-02
## 15 -1.142937e-04 -2.928905e-06 5.803460e-09 -1.397563e-06 -5.343034e-04
## 16 -3.738257e-03 4.258036e-03 1.554388e-03 3.145242e-02 -1.722278e-02
## 17 -3.255632e-03 7.081137e-03 1.650801e-03 3.381753e-02 -5.661765e-03
## 18 -3.406018e-03 1.040774e-02 1.683981e-03 4.708208e-02 -3.022352e-03
## 19 4.826250e-04 2.823101e-03 9.641292e-05 2.365109e-03 1.156102e-02
## 20 3.322387e-04 6.149703e-03 1.295929e-04 1.562965e-02 1.420043e-02
## 21 -1.503863e-04 3.326602e-03 3.317994e-05 1.326454e-02 2.639413e-03
## 22 -1.156878e-02 4.417211e-04 1.008352e-02 1.455598e-05 -6.972125e-04
## 23 -1.502590e-02 5.042439e-04 3.408309e-02 2.431006e-04 -2.865594e-03
## 24 -2.008890e-02 8.049364e-04 2.404875e-03 9.678542e-06 -3.059670e-03
## 25 -3.457119e-03 6.252274e-05 2.399958e-02 2.285446e-04 -2.168381e-03
## 26 -8.520125e-03 3.632153e-04 -7.678645e-03 -4.877443e-06 -2.362457e-03
## 27 -5.063006e-03 3.006925e-04 -3.167822e-02 -2.334221e-04 -1.940760e-04
## 28 -2.292357e-04 1.368045e-04 2.497398e-05 1.511009e-04 -1.740468e-05
## 29 2.775781e-05 2.001550e-05 7.520476e-06 1.945168e-04 -1.706220e-04
## 30 -1.084487e-04 1.523198e-05 1.354623e-05 2.005110e-04 -1.806249e-04
## 31 2.569935e-04 -1.167890e-04 -1.745351e-05 4.341588e-05 -1.532174e-04
## 32 1.207870e-04 -1.215725e-04 -1.142775e-05 4.941008e-05 -1.632202e-04
## 33 -1.362065e-04 -4.783514e-06 6.025754e-06 5.994195e-06 -1.000286e-05
## 34 3.504842e-04 -2.456042e-05 -1.034113e-05 -1.244322e-05 1.577635e-02
## 35 9.444498e-05 1.420445e-05 -7.541053e-06 -1.023506e-05 4.434677e-02
## 36 1.409365e-04 -6.440006e-06 -1.033730e-05 -1.243939e-05 9.411637e-02
## 37 -2.560392e-04 3.876487e-05 2.800078e-06 2.208163e-06 2.857042e-02
## 38 -2.095476e-04 1.812041e-05 3.834747e-09 3.834747e-09 7.834002e-02
## 39 4.649157e-05 -2.064446e-05 -2.796244e-06 -2.204328e-06 4.976960e-02
## 40 5.955192e-03 2.455196e-03 6.023034e-04 1.077790e-03 8.582179e-02
## 41 1.335793e-02 1.453618e-04 1.230817e-04 -2.081160e-05 1.059809e-02
## 42 1.023461e-02 1.949007e-04 7.038352e-05 4.556489e-05 7.686498e-04
## 43 6.056425e-03 6.766321e-04 4.297397e-04 2.271231e-05 4.168779e-03
## 44 -3.123323e-03 4.953886e-05 -5.269816e-05 6.637649e-05 -9.829436e-03
## 45 -7.301507e-03 5.312703e-04 3.066580e-04 4.352391e-05 -6.429306e-03
## 46 -4.178184e-03 4.817314e-04 3.593562e-04 -2.285258e-05 3.400129e-03
## 47 5.705689e-03 4.262656e-03 -8.464453e-05 -1.154842e-04 1.431225e-02
## 48 5.547245e-03 2.358382e-03 -6.586830e-05 -1.694627e-05 2.781062e-02
## 49 -1.584440e-04 -1.904274e-03 1.877624e-05 9.853797e-05 1.349837e-02
## 50 -1.197418e-02 -4.926059e-06 -8.351386e-04 9.987907e-04 -2.792567e-02
## 51 -1.900239e-02 7.391039e-05 -8.249538e-04 9.639730e-05 -2.469100e-02
## 52 -1.925449e-02 3.387660e-06 -8.355153e-04 1.196262e-04 -3.623714e-02
## 53 -7.028208e-03 7.883645e-05 1.018482e-05 -9.023934e-04 3.234666e-03
## 54 -7.280304e-03 8.313719e-06 -3.766543e-07 -8.791645e-04 -8.311469e-03
## 55 -2.520962e-04 -7.052273e-05 -1.056148e-05 2.322892e-05 -1.154613e-02
## 56 4.298522e-05 -1.311611e-04 -1.420226e-04 7.668958e-06 -9.962074e-02
## 57 -1.726519e-04 -1.365115e-04 -1.420198e-04 -2.199897e-06 -6.822392e-03
## 58 -3.235233e-06 -1.390896e-04 -1.420151e-04 -1.651885e-06 -5.411852e-02
## 59 -2.156371e-04 -5.350313e-06 2.812763e-09 -9.868855e-06 9.279835e-02
## 60 -4.622045e-05 -7.928409e-06 7.552908e-09 -9.320843e-06 4.550223e-02
## 61 1.694167e-04 -2.578097e-06 4.740145e-09 5.480120e-07 -4.729613e-02
## 62 1.223720e-04 -4.890587e-05 -2.359673e-05 -4.126443e-05 7.507474e-04
## 63 1.029074e-02 -3.584545e-05 -2.701246e-05 6.429286e-05 7.507270e-03
## 64 8.146978e-03 -4.575719e-05 -1.504223e-05 -4.949431e-05 4.188561e-03
## 65 1.016837e-02 1.306041e-05 -3.415737e-06 1.055573e-04 6.756523e-03
## 66 8.024606e-03 3.148677e-06 8.554493e-06 -8.229881e-06 3.437813e-03
## 67 -2.143764e-03 -9.911734e-06 1.197023e-05 -1.137872e-04 -3.318710e-03
## 68 1.446518e-02 3.342748e-05 1.816964e-05 -5.761813e-09 2.348701e-02
## 69 -2.105571e-03 1.116705e-05 4.971905e-06 -2.978078e-09 4.699830e-02
## 70 1.864618e-02 7.157358e-04 2.659773e-06 1.396104e-06 6.125064e-02
## 71 -1.657075e-02 -2.226043e-05 -1.319774e-05 2.783735e-09 2.351129e-02
## 72 4.180998e-03 6.823083e-04 -1.550987e-05 1.401866e-06 3.776363e-02
## 73 2.075175e-02 7.045687e-04 -2.312131e-06 1.399082e-06 1.425234e-02
## microbe_039 microbe_040 microbe_041 microbe_042 microbe_043
## 1 3.572721e-06 1.388620e-04 -1.256035e-03 3.119244e-05 1.242218e-05
## 2 3.462464e-06 2.286457e-04 3.911652e-03 7.059683e-09 7.059683e-09
## 3 3.584420e-05 1.104181e-04 -1.465453e-03 3.344092e-09 3.344092e-09
## 4 -1.102564e-07 8.978373e-05 5.167688e-03 -3.118538e-05 -1.241512e-05
## 5 3.227148e-05 -2.844384e-05 -2.094176e-04 -3.118909e-05 -1.241884e-05
## 6 3.238174e-05 -1.182276e-04 -5.377105e-03 -3.715591e-09 -3.715591e-09
## 7 6.603580e-04 -1.590439e-06 1.404379e-03 8.605968e-03 3.599805e-04
## 8 -2.282789e-04 -4.520928e-05 -2.766783e-04 -1.757392e-05 9.523652e-06
## 9 -8.886369e-04 -4.361884e-05 -1.681057e-03 -8.623542e-03 -3.504568e-04
## 10 1.472549e-03 7.920316e-06 4.130618e-03 1.055527e-05 1.662049e-06
## 11 1.533626e-03 -7.591998e-06 6.052011e-03 2.098399e-03 7.654381e-03
## 12 1.959760e-03 8.417600e-06 8.740306e-03 1.467166e-03 1.680417e-03
## 13 6.107680e-05 -1.551231e-05 1.921392e-03 2.087844e-03 7.652719e-03
## 14 4.872108e-04 4.972836e-07 4.609688e-03 1.456611e-03 1.678755e-03
## 15 4.261340e-04 1.600960e-05 2.688296e-03 -6.312332e-04 -5.973964e-03
## 16 1.105099e-03 4.971058e-03 -3.390780e-04 -2.750906e-05 4.484138e-04
## 17 1.245665e-03 8.941931e-03 -3.836768e-04 7.357026e-03 1.926850e-03
## 18 7.930846e-04 1.306727e-02 -3.833389e-04 8.094853e-03 1.833555e-03
## 19 1.405657e-04 3.970873e-03 -4.459886e-05 7.384535e-03 1.478436e-03
## 20 -3.120143e-04 8.096208e-03 -4.426093e-05 8.122362e-03 1.385141e-03
## 21 -4.525800e-04 4.125335e-03 3.379289e-07 7.378270e-04 -9.329534e-05
## 22 -7.927141e-05 1.146681e-04 -1.431984e-06 -1.206062e-08 -1.206062e-08
## 23 6.890736e-04 6.943917e-04 1.849424e-05 -1.710528e-09 -1.710528e-09
## 24 2.554089e-04 1.251034e-03 -1.423102e-06 -3.178088e-09 -3.178088e-09
## 25 7.683450e-04 5.797237e-04 1.992622e-05 1.035009e-08 1.035009e-08
## 26 3.346803e-04 1.136366e-03 8.882529e-09 8.882529e-09 8.882529e-09
## 27 -4.336647e-04 5.566425e-04 -1.991734e-05 -1.467560e-09 -1.467560e-09
## 28 -1.252718e-05 1.022520e-04 1.566408e-04 9.226683e-04 3.265534e-03
## 29 6.588613e-06 1.847732e-04 4.546839e-06 1.737190e-03 5.606342e-03
## 30 2.071668e-04 1.669989e-03 1.604003e-04 1.904485e-04 6.447177e-04
## 31 1.911579e-05 8.252118e-05 -1.520939e-04 8.145220e-04 2.340808e-03
## 32 2.196939e-04 1.567737e-03 3.759481e-06 -7.322198e-04 -2.620817e-03
## 33 2.005781e-04 1.485215e-03 1.558534e-04 -1.546742e-03 -4.961625e-03
## 34 -2.302700e-04 1.668105e-05 -8.087676e-04 5.514514e-06 1.334201e-04
## 35 7.009564e-05 9.244415e-05 -5.439198e-04 2.118052e-05 3.993193e-05
## 36 -1.159667e-04 -2.040305e-05 -6.727753e-04 3.336174e-07 5.763240e-09
## 37 3.003657e-04 7.576310e-05 2.648478e-04 1.566600e-05 -9.348821e-05
## 38 1.143033e-04 -3.708410e-05 1.359923e-04 -5.180896e-06 -1.334144e-04
## 39 -1.860624e-04 -1.128472e-04 -1.288555e-04 -2.084690e-05 -3.992617e-05
## 40 -1.374202e-04 3.332598e-03 -1.205068e-04 -1.805688e-06 -3.057411e-05
## 41 -4.188183e-04 1.310503e-03 2.673281e-05 -1.897828e-02 -2.679913e-03
## 42 -4.432134e-04 1.081484e-03 -7.053088e-09 -1.895475e-02 -2.671224e-03
## 43 3.901896e-05 8.902646e-04 3.079048e-05 -1.897828e-02 -2.729589e-03
## 44 -2.439511e-05 -2.290189e-04 -2.673986e-05 2.353317e-05 8.688257e-06
## 45 4.578373e-04 -4.202386e-04 4.057669e-06 1.829220e-09 -4.967594e-05
## 46 4.822324e-04 -1.912197e-04 3.079753e-05 -2.353134e-05 -5.836419e-05
## 47 -1.330461e-04 1.335671e-03 1.307742e-05 3.225010e-03 2.788154e-03
## 48 -2.206266e-04 8.303536e-04 -3.270030e-05 3.062562e-03 1.894063e-03
## 49 -8.758044e-05 -5.053178e-04 -4.577771e-05 -1.624477e-04 -8.940902e-04
## 50 2.388411e-03 -1.251583e-04 -8.553823e-05 -2.874590e-06 -2.882666e-05
## 51 3.009910e-03 2.391701e-04 -5.358058e-04 -2.866385e-06 2.596944e-05
## 52 1.854854e-03 1.391363e-04 -5.358061e-04 -2.866691e-06 -6.919466e-06
## 53 6.214985e-04 3.643284e-04 -4.502675e-04 8.204812e-09 5.479610e-05
## 54 -5.335573e-04 2.642946e-04 -4.502678e-04 7.899114e-09 2.190719e-05
## 55 -1.155056e-03 -1.000339e-04 -3.056982e-10 -3.056982e-10 -3.288891e-05
## 56 7.398143e-04 6.043352e-05 -1.475480e-04 -6.045072e-06 1.247974e-05
## 57 -2.336107e-03 -2.996720e-06 -7.697264e-04 1.489559e-05 1.029202e-08
## 58 -4.303650e-03 7.366068e-06 -3.846906e-04 -5.387616e-05 1.503217e-08
## 59 -3.075921e-03 -6.343024e-05 -6.221784e-04 2.094066e-05 -1.246945e-05
## 60 -5.043464e-03 -5.306745e-05 -2.371426e-04 -4.783109e-05 -1.246471e-05
## 61 -1.967543e-03 1.036279e-05 3.850358e-04 -6.877175e-05 4.740145e-09
## 62 4.978119e-05 -3.100025e-05 9.639340e-04 5.017949e-04 2.414046e-04
## 63 2.298921e-06 -8.986273e-06 -1.981796e-04 4.094286e-04 -1.555092e-05
## 64 -2.966926e-05 3.868805e-04 7.897591e-04 4.102108e-04 5.423384e-05
## 65 -4.748227e-05 2.201397e-05 -1.162114e-03 -9.236634e-05 -2.569555e-04
## 66 -7.945045e-05 4.178807e-04 -1.741749e-04 -9.158412e-05 -1.871708e-04
## 67 -3.196818e-05 3.958667e-04 9.879387e-04 7.822183e-07 6.978475e-05
## 68 7.494191e-06 1.040801e-04 2.164855e-04 4.893711e-05 -7.786699e-05
## 69 1.708428e-06 7.122200e-05 -1.859876e-05 3.733055e-05 -7.541739e-05
## 70 5.759869e-05 3.125146e-04 6.774694e-05 1.638185e-04 -5.203096e-05
## 71 -5.785763e-06 -3.285807e-05 -2.350842e-04 -1.160656e-05 2.449599e-06
## 72 5.010450e-05 2.084346e-04 -1.487385e-04 1.148814e-04 2.583603e-05
## 73 5.589026e-05 2.412926e-04 8.634569e-05 1.264879e-04 2.338643e-05
## microbe_044 microbe_045 microbe_046 microbe_047 microbe_048
## 1 5.474783e-04 1.414432e-10 1.514464e-04 9.182870e-06 3.570696e-03
## 2 -9.149972e-05 7.059683e-09 7.059683e-09 7.059683e-09 6.070072e-06
## 3 -9.150343e-05 3.344092e-09 3.344092e-09 3.344092e-09 1.502683e-06
## 4 -6.389780e-04 6.918240e-09 -1.514393e-04 -9.175811e-06 -3.564626e-03
## 5 -6.389817e-04 3.202648e-09 -1.514430e-04 -9.179526e-06 -3.569193e-03
## 6 -3.715591e-09 -3.715591e-09 -3.715591e-09 -3.715591e-09 -4.567389e-06
## 7 4.430957e-04 1.251495e-02 2.295987e-03 1.230313e-03 1.512183e-04
## 8 -1.503817e-06 -3.131439e-05 -2.635834e-06 -3.875684e-06 -9.647885e-07
## 9 -4.445995e-04 -1.254626e-02 -2.298623e-03 -1.234189e-03 -1.521831e-04
## 10 1.066974e-04 -2.162594e-08 1.754735e-05 -4.512826e-03 8.143537e-06
## 11 5.347461e-02 1.489648e-04 1.696655e-02 -3.930144e-04 5.673636e-03
## 12 3.897823e-02 2.317169e-05 4.246595e-03 1.450607e-02 4.534379e-03
## 13 5.336791e-02 1.489864e-04 1.694900e-02 4.119812e-03 5.665493e-03
## 14 3.887153e-02 2.319332e-05 4.229048e-03 1.901890e-02 4.526236e-03
## 15 -1.449638e-02 -1.257931e-04 -1.271995e-02 1.489909e-02 -1.139257e-03
## 16 -3.021654e-05 2.561749e-04 9.954440e-04 2.424079e-03 2.010726e-04
## 17 4.946330e-03 3.633396e-03 3.876079e-03 7.057544e-02 2.210226e-03
## 18 2.929060e-03 4.688830e-04 1.809392e-03 3.619672e-02 1.187531e-03
## 19 4.976546e-03 3.377221e-03 2.880635e-03 6.815136e-02 2.009154e-03
## 20 2.959277e-03 2.127081e-04 8.139476e-04 3.377264e-02 9.864588e-04
## 21 -2.017269e-03 -3.164513e-03 -2.066688e-03 -3.437871e-02 -1.022695e-03
## 22 -1.206062e-08 -1.206062e-08 -1.206062e-08 -1.206062e-08 -1.206062e-08
## 23 -1.710528e-09 -1.710528e-09 -1.710528e-09 -1.710528e-09 -1.710528e-09
## 24 2.414585e-06 -3.178088e-09 -3.178088e-09 2.237419e-06 -3.178088e-09
## 25 1.035009e-08 1.035009e-08 1.035009e-08 1.035009e-08 1.035009e-08
## 26 2.426646e-06 8.882529e-09 8.882529e-09 2.249480e-06 8.882529e-09
## 27 2.416296e-06 -1.467560e-09 -1.467560e-09 2.239130e-06 -1.467560e-09
## 28 5.954005e-02 2.471259e-05 3.374915e-03 2.056643e-03 9.048345e-03
## 29 1.386590e-01 4.676356e-05 2.337689e-02 2.312579e-02 2.894864e-02
## 30 3.241589e-02 2.133651e-05 6.809797e-04 9.727853e-04 6.795687e-03
## 31 7.911895e-02 2.205097e-05 2.000198e-02 2.106914e-02 1.990030e-02
## 32 -2.712416e-02 -3.376081e-06 -2.693935e-03 -1.083858e-03 -2.252658e-03
## 33 -1.062431e-01 -2.542705e-05 -2.269591e-02 -2.215300e-02 -2.215296e-02
## 34 1.707048e-04 1.198459e-04 2.456105e-02 6.466160e-05 2.161088e-05
## 35 4.235345e-05 1.510566e-06 5.022939e-03 1.437587e-04 5.169696e-06
## 36 5.763240e-09 5.763240e-09 1.756334e-04 2.351034e-06 5.763240e-09
## 37 -1.283513e-04 -1.183353e-04 -1.953812e-02 7.909706e-05 -1.644119e-05
## 38 -1.706990e-04 -1.198401e-04 -2.438542e-02 -6.231056e-05 -2.160512e-05
## 39 -4.234769e-05 -1.504803e-06 -4.847305e-03 -1.414076e-04 -5.163932e-06
## 40 -1.328363e-07 -1.599419e-06 -1.222587e-06 -6.315436e-05 1.696685e-04
## 41 -7.329163e-04 -3.759220e-04 -5.746625e-04 -7.088136e-03 -4.629617e-05
## 42 -7.252606e-04 -3.771116e-04 -5.834853e-04 -7.091901e-03 -4.566082e-05
## 43 -7.507395e-04 -3.771092e-04 -5.873189e-04 -7.097637e-03 -4.602321e-05
## 44 7.655701e-06 -1.189608e-06 -8.822762e-06 -3.764918e-06 6.353484e-07
## 45 -1.782316e-05 -1.187141e-06 -1.265631e-05 -9.501130e-06 2.729583e-07
## 46 -2.547886e-05 2.466493e-09 -3.833552e-06 -5.736212e-06 -3.623901e-07
## 47 1.456567e-02 2.065096e-02 5.241400e-03 5.936651e-02 7.225903e-03
## 48 9.076467e-03 5.436161e-03 1.624516e-03 3.535755e-02 4.677689e-03
## 49 -5.489201e-03 -1.521480e-02 -3.616884e-03 -2.400896e-02 -2.548214e-03
## 50 -1.980891e-04 -4.075617e-03 -2.651015e-04 -2.549098e-03 -2.483742e-05
## 51 -2.014817e-04 -4.194381e-03 -2.466723e-04 -2.510904e-03 -2.434633e-05
## 52 -2.027665e-04 -3.846873e-03 -2.388297e-04 -2.488470e-03 -2.382965e-05
## 53 -3.392585e-06 -1.187639e-04 1.842920e-05 3.819402e-05 4.910832e-07
## 54 -4.677387e-06 2.287435e-04 2.627178e-05 6.062734e-05 1.007767e-06
## 55 -1.284802e-06 3.475074e-04 7.842583e-06 2.243332e-05 5.166835e-07
## 56 4.007546e-04 2.619228e-04 4.257412e-05 2.197628e-05 8.924631e-05
## 57 -6.189962e-07 -5.732502e-05 -1.565461e-06 -1.077882e-06 -6.763553e-07
## 58 -1.183255e-07 -6.694460e-05 -1.560721e-06 -1.336810e-07 -6.716152e-07
## 59 -4.013736e-04 -3.192478e-04 -4.413958e-05 -2.305416e-05 -8.992266e-05
## 60 -4.008730e-04 -3.288674e-04 -4.413484e-05 -2.210996e-05 -8.991792e-05
## 61 5.006707e-07 -9.619584e-06 4.740145e-09 9.442007e-07 4.740145e-09
## 62 1.049984e-04 2.044706e-04 1.678993e-03 2.271543e-03 3.077251e-04
## 63 -2.021671e-06 -2.604077e-10 8.018402e-05 -1.709777e-04 -8.250913e-07
## 64 8.488448e-05 8.412348e-05 5.707462e-04 1.415156e-03 1.585931e-04
## 65 -1.070201e-04 -2.044708e-04 -1.598809e-03 -2.442521e-03 -3.085502e-04
## 66 -2.011391e-05 -1.203471e-04 -1.108247e-03 -8.563868e-04 -1.491319e-04
## 67 8.690615e-05 8.412374e-05 4.905622e-04 1.586134e-03 1.594182e-04
## 68 1.365564e-04 9.085006e-05 7.502148e-05 4.157234e-05 8.308809e-05
## 69 6.321749e-05 1.682238e-04 1.802598e-05 1.090551e-05 8.173941e-06
## 70 4.163579e-05 2.143900e-04 2.367753e-05 -3.034562e-05 -6.452693e-07
## 71 -7.333894e-05 7.737369e-05 -5.699550e-05 -3.066683e-05 -7.491415e-05
## 72 -9.492064e-05 1.235399e-04 -5.134395e-05 -7.191796e-05 -8.373336e-05
## 73 -2.158170e-05 4.616624e-05 5.651549e-06 -4.125113e-05 -8.819210e-06
## microbe_049 microbe_050 microbe_051 microbe_052 microbe_053
## 1 1.414432e-10 -3.041607e-06 1.414432e-10 3.184042e-05 3.132556e-05
## 2 7.059683e-09 -3.034688e-06 7.059683e-09 6.692676e-03 7.059683e-09
## 3 4.511902e-07 2.066524e-06 3.344092e-09 1.747590e-03 3.049795e-05
## 4 6.918240e-09 6.918240e-09 6.918240e-09 6.660835e-03 -3.131850e-05
## 5 4.510487e-07 5.108131e-06 3.202648e-09 1.715749e-03 -8.276122e-07
## 6 4.441305e-07 5.101213e-06 -3.715591e-09 -4.945086e-03 3.049089e-05
## 7 -1.646312e-04 -4.992146e-03 -7.753652e-03 3.568002e-06 2.437532e-05
## 8 -1.476682e-04 8.631140e-04 -7.222556e-03 6.716233e-06 9.641660e-06
## 9 1.696310e-05 5.855260e-03 5.310967e-04 3.148231e-06 -1.473366e-05
## 10 -1.369387e-05 1.878247e-04 6.442426e-03 -2.717821e-05 -2.728152e-04
## 11 -7.430807e-06 7.623099e-05 4.618851e-03 -5.167303e-05 -2.740839e-04
## 12 -1.368518e-05 1.120395e-06 1.556210e-02 5.206256e-04 -2.740781e-04
## 13 6.263064e-06 -1.115937e-04 -1.823574e-03 -2.449483e-05 -1.268681e-06
## 14 8.688563e-09 -1.867043e-04 9.119676e-03 5.478038e-04 -1.262878e-06
## 15 -6.254376e-06 -7.511059e-05 1.094325e-02 5.722986e-04 5.803460e-09
## 16 7.629607e-09 2.789530e-06 2.242923e-06 2.288532e-03 1.859099e-03
## 17 1.734778e-08 -1.607524e-06 1.363914e-05 4.389127e-03 1.399002e-03
## 18 -1.805784e-09 -4.704682e-08 -1.805784e-09 4.770798e-03 1.126370e-03
## 19 9.718170e-09 -4.397054e-06 1.139621e-05 2.100595e-03 -4.600973e-04
## 20 -9.435392e-09 -2.836576e-06 -2.244729e-06 2.482266e-03 -7.327288e-04
## 21 -1.915356e-08 1.560477e-06 -1.364094e-05 3.816705e-04 -2.726315e-04
## 22 -2.524785e-05 -1.502709e-01 -7.307394e-05 -6.394511e-05 -1.075117e-05
## 23 -2.523750e-05 -1.908853e-01 -5.364109e-05 1.720549e-04 -9.511075e-06
## 24 4.975970e-05 -2.175986e-01 -4.796949e-05 5.765046e-04 -1.074229e-05
## 25 1.035009e-08 -4.061442e-02 1.943285e-05 2.360000e-04 1.240100e-06
## 26 7.500754e-05 -6.732765e-02 2.510445e-05 6.404497e-04 8.882529e-09
## 27 7.499719e-05 -2.671324e-02 5.671595e-06 4.044497e-04 -1.231218e-06
## 28 -5.318016e-09 3.342189e-02 -5.318016e-09 3.703613e-04 4.700132e-03
## 29 -9.871847e-10 1.576971e-02 -9.871847e-10 5.512450e-05 3.128341e-03
## 30 8.833841e-10 1.516455e-02 8.833841e-10 2.445112e-04 6.700072e-03
## 31 4.330831e-09 -1.765218e-02 4.330831e-09 -3.152368e-04 -1.571791e-03
## 32 6.201400e-09 -1.825735e-02 6.201400e-09 -1.258501e-04 1.999941e-03
## 33 1.870569e-09 -6.051629e-04 1.870569e-09 1.893867e-04 3.571732e-03
## 34 -1.541088e-05 5.477660e-03 1.340767e-05 -6.139112e-07 -3.216846e-05
## 35 -1.540574e-05 1.710091e-02 7.527912e-07 4.069554e-06 -1.762910e-05
## 36 -1.540704e-05 3.530661e-02 -2.025179e-07 -6.100764e-07 -3.350151e-05
## 37 5.142567e-09 1.162325e-02 -1.265488e-05 4.683466e-06 1.453936e-05
## 38 3.834747e-09 2.982895e-02 -1.361019e-05 3.834747e-09 -1.333050e-06
## 39 -1.307820e-09 1.820570e-02 -9.553090e-07 -4.679631e-06 -1.587241e-05
## 40 1.723801e-02 -6.573170e-04 -3.089070e-05 1.700476e-04 9.021190e-05
## 41 -7.402025e-02 -7.421553e-03 -2.286914e-01 3.036384e-04 7.471840e-04
## 42 -7.074793e-02 -1.990276e-02 -2.301915e-01 1.118489e-04 -1.279383e-04
## 43 -3.543051e-02 -2.231700e-02 -2.373419e-01 8.816137e-04 -9.142480e-05
## 44 3.272323e-03 -1.248120e-02 -1.500134e-03 -1.917896e-04 -8.751223e-04
## 45 3.858974e-02 -1.489545e-02 -8.650519e-03 5.779752e-04 -8.386088e-04
## 46 3.531741e-02 -2.414244e-03 -7.150385e-03 7.697648e-04 3.651350e-05
## 47 -2.403641e-02 -5.740017e-02 -1.681111e-02 4.484147e-04 -1.346340e-04
## 48 -2.033839e-02 -5.909046e-02 -6.740029e-03 -4.043690e-05 -8.908237e-05
## 49 3.698018e-03 -1.690297e-03 1.007108e-02 -4.888516e-04 4.555167e-05
## 50 -9.035718e-02 -3.052528e-02 1.602888e-06 2.369071e-04 6.714313e-05
## 51 -9.455223e-02 -3.156932e-02 -2.283309e-06 9.957923e-05 1.599089e-05
## 52 -9.455185e-02 -3.946316e-02 -2.283615e-06 4.966136e-04 1.901125e-05
## 53 -4.195044e-03 -1.044040e-03 -3.886197e-06 -1.373279e-04 -5.115225e-05
## 54 -4.194663e-03 -8.937877e-03 -3.886503e-06 2.597066e-04 -4.813188e-05
## 55 3.816228e-07 -7.893837e-03 -3.056982e-10 3.970344e-04 3.020370e-06
## 56 7.479262e-09 -4.170259e-03 7.479262e-09 -8.877026e-05 -4.198080e-05
## 57 1.029202e-08 -4.177330e-03 1.029202e-08 -8.715819e-05 -4.197799e-05
## 58 1.503217e-08 -3.797561e-03 1.503217e-08 -8.964227e-05 -3.665294e-05
## 59 2.812763e-09 -7.071243e-06 2.812763e-09 1.612067e-06 2.812763e-09
## 60 7.552908e-09 3.726978e-04 7.552908e-09 -8.720064e-07 5.327859e-06
## 61 4.740145e-09 3.797691e-04 4.740145e-09 -2.484073e-06 5.325046e-06
## 62 1.222297e-08 -1.689070e-02 1.222297e-08 -5.093058e-05 3.167623e-04
## 63 -2.604077e-10 -1.679158e-02 1.352948e-06 -3.607965e-05 9.041422e-04
## 64 1.352670e-05 -1.678181e-02 1.633340e-06 2.654299e-04 1.156857e-03
## 65 -1.248338e-08 9.912116e-05 1.340725e-06 1.485093e-05 5.873799e-04
## 66 1.351448e-05 1.088883e-04 1.621117e-06 3.163605e-04 8.400944e-04
## 67 1.352697e-05 9.767144e-06 2.803916e-07 3.015096e-04 2.527145e-04
## 68 -5.761813e-09 7.337682e-02 -5.761813e-09 4.808106e-05 2.599097e-04
## 69 -2.978078e-09 1.302845e-01 -2.978078e-09 1.520497e-05 2.938415e-04
## 70 3.309212e-09 3.025889e-03 3.309212e-09 4.383139e-04 3.437668e-04
## 71 2.783735e-09 5.690770e-02 2.783735e-09 -3.287609e-05 3.393182e-05
## 72 9.071025e-09 -7.035093e-02 9.071025e-09 3.902328e-04 8.385708e-05
## 73 6.287290e-09 -1.272586e-01 6.287290e-09 4.231089e-04 4.992526e-05
## microbe_054 microbe_055 microbe_056 microbe_057 microbe_058
## 1 1.372542e-03 -3.109990e-02 -9.680852e-05 3.520785e-05 3.896710e-04
## 2 -5.126857e-05 -1.116976e-01 -8.169262e-05 4.275757e-03 2.376444e-04
## 3 -1.427327e-04 -1.136842e-01 -8.865976e-05 2.341143e-03 8.860449e-04
## 4 -1.423810e-03 -8.059766e-02 1.511590e-05 4.240549e-03 -1.520266e-04
## 5 -1.515275e-03 -8.258426e-02 8.148761e-06 2.305935e-03 4.963740e-04
## 6 -9.146416e-05 -1.986601e-03 -6.967142e-06 -1.934614e-03 6.484005e-04
## 7 8.463265e-04 -9.791342e-05 1.199888e-03 1.695069e-03 3.457860e-03
## 8 1.582453e-02 4.395278e-04 -2.313192e-04 1.521879e-03 3.995469e-03
## 9 1.497821e-02 5.374412e-04 -1.431208e-03 -1.731896e-04 5.376087e-04
## 10 -1.629222e-05 9.963168e-05 -1.651134e-05 1.862215e-02 -1.195883e-04
## 11 -1.466506e-04 -1.373140e-03 -1.168869e-04 1.006786e-02 -3.875294e-04
## 12 -1.373905e-04 -1.326192e-03 -4.136253e-05 8.612963e-03 -3.198771e-04
## 13 -1.303583e-04 -1.472772e-03 -1.003755e-04 -8.554285e-03 -2.679412e-04
## 14 -1.210982e-04 -1.425823e-03 -2.485120e-05 -1.000919e-02 -2.002888e-04
## 15 9.260092e-06 4.694820e-05 7.552435e-05 -1.454901e-03 6.765236e-05
## 16 -4.036131e-02 -2.436831e-01 -4.082358e-03 4.427458e-04 -4.664433e-04
## 17 -4.070599e-02 -2.396562e-01 -4.084180e-03 -1.384044e-04 -3.267502e-03
## 18 -4.045608e-02 -2.399112e-01 -3.262173e-03 -4.560061e-04 -2.233938e-03
## 19 -3.446888e-04 4.026917e-03 -1.821472e-06 -5.811502e-04 -2.801059e-03
## 20 -9.477499e-05 3.771949e-03 8.201855e-04 -8.987519e-04 -1.767495e-03
## 21 2.499138e-04 -2.549679e-04 8.220070e-04 -3.176017e-04 1.033564e-03
## 22 -2.814558e-04 1.770743e-03 1.531085e-02 -6.081068e-03 -1.712245e-03
## 23 3.506591e-04 2.579184e-03 4.875644e-03 1.133802e-02 -1.846183e-04
## 24 6.410327e-04 -7.696342e-04 1.229348e-02 1.585771e-02 8.245879e-04
## 25 6.321149e-04 8.084410e-04 -1.043521e-02 1.741909e-02 1.527627e-03
## 26 9.224885e-04 -2.540377e-03 -3.017370e-03 2.193878e-02 2.536833e-03
## 27 2.903736e-04 -3.348818e-03 7.417841e-03 4.519695e-03 1.009206e-03
## 28 1.289436e-03 -6.368671e-02 2.501988e-04 -6.162423e-05 7.673031e-03
## 29 1.003987e-03 -9.064478e-02 -3.751870e-06 -1.811768e-05 2.730513e-03
## 30 3.399699e-02 -5.795095e-02 2.083962e-04 -3.395491e-05 1.064251e-02
## 31 -2.854492e-04 -2.695807e-02 -2.539507e-04 4.350655e-05 -4.942518e-03
## 32 3.270756e-02 5.735759e-03 -4.180264e-05 2.766932e-05 2.969478e-03
## 33 3.299301e-02 3.269383e-02 2.121481e-04 -1.583723e-05 7.911996e-03
## 34 -9.050654e-04 7.268528e-05 1.678667e-04 -5.922094e-03 -5.654746e-04
## 35 -7.310011e-04 1.393626e-05 -8.204885e-05 -3.672977e-03 -2.581676e-04
## 36 -9.237275e-04 3.911108e-05 1.939067e-04 -3.173279e-03 -3.499602e-04
## 37 1.740642e-04 -5.874902e-05 -2.499156e-04 2.249117e-03 3.073070e-04
## 38 -1.866212e-05 -3.357421e-05 2.604000e-05 2.748816e-03 2.155144e-04
## 39 -1.927264e-04 2.517482e-05 2.759556e-04 4.996988e-04 -9.179261e-05
## 40 -2.678049e-06 2.566679e-05 -1.360066e-03 2.511503e-03 -6.041344e-03
## 41 3.300771e-05 2.312124e-03 1.623783e-04 8.959219e-03 3.284904e-04
## 42 4.288073e-05 -7.467709e-03 -8.202616e-06 4.100871e-06 -5.585157e-04
## 43 9.630535e-05 3.383764e-03 1.092938e-05 1.640570e-03 -4.163084e-04
## 44 9.873014e-06 -9.779833e-03 -1.705809e-04 -8.955118e-03 -8.870060e-04
## 45 6.329763e-05 1.071640e-03 -1.514489e-04 -7.318649e-03 -7.447988e-04
## 46 5.342462e-05 1.085147e-02 1.913200e-05 1.636469e-03 1.422073e-04
## 47 -1.747842e-03 -7.683885e-02 -1.907508e-06 1.084426e-02 2.446415e-03
## 48 -1.204455e-03 -7.874442e-02 -4.141126e-05 5.883993e-03 9.968753e-04
## 49 5.433872e-04 -1.905569e-03 -3.950375e-05 -4.960272e-03 -1.449540e-03
## 50 1.690457e-03 8.856857e-04 2.973830e-03 1.345655e-03 -1.005234e-03
## 51 2.685452e-03 2.146674e-03 3.154288e-03 1.106773e-02 7.527192e-04
## 52 3.671253e-03 6.958505e-03 1.277896e-03 2.177903e-02 2.346333e-03
## 53 9.949951e-04 1.260988e-03 1.804585e-04 9.722073e-03 1.757953e-03
## 54 1.980796e-03 6.072819e-03 -1.695934e-03 2.043337e-02 3.351567e-03
## 55 9.858007e-04 4.811831e-03 -1.876392e-03 1.071130e-02 1.593614e-03
## 56 3.649872e-04 -8.681310e-03 -2.738652e-05 5.367880e-03 -2.558219e-04
## 57 -3.896217e-04 -7.452420e-03 -8.032729e-05 1.071577e-02 1.475053e-03
## 58 7.529494e-04 -7.140800e-03 -1.110977e-04 1.033452e-02 1.693471e-03
## 59 -7.546089e-04 1.228890e-03 -5.294077e-05 5.347886e-03 1.730875e-03
## 60 3.879622e-04 1.540510e-03 -8.371117e-05 4.966640e-03 1.949293e-03
## 61 1.142571e-03 3.116197e-04 -3.077040e-05 -3.812455e-04 2.184184e-04
## 62 -3.368003e-04 7.099498e-03 -1.357321e-04 -9.353869e-04 1.450662e-03
## 63 1.669285e-03 9.572970e-03 -8.172422e-04 1.223919e-02 4.917466e-03
## 64 7.288875e-05 4.618607e-03 -4.391241e-04 1.224004e-02 5.458211e-03
## 65 2.006085e-03 2.473471e-03 -6.815101e-04 1.317458e-02 3.466804e-03
## 66 4.096891e-04 -2.480892e-03 -3.033920e-04 1.317542e-02 4.007549e-03
## 67 -1.596396e-03 -4.954363e-03 3.781181e-04 8.468931e-07 5.407453e-04
## 68 5.413420e-04 -4.104819e-03 1.024862e-03 -1.053091e-03 1.708867e-03
## 69 5.384693e-04 -1.538155e-02 1.832880e-04 -9.482379e-04 -3.315485e-04
## 70 1.073582e-03 -1.662007e-02 1.609088e-04 -3.158756e-04 1.124426e-03
## 71 -2.872645e-06 -1.127673e-02 -8.415743e-04 1.048535e-04 -2.040416e-03
## 72 5.322404e-04 -1.251525e-02 -8.639535e-04 7.372158e-04 -5.844416e-04
## 73 5.351131e-04 -1.238514e-03 -2.237927e-05 6.323623e-04 1.455974e-03
## microbe_059 microbe_060 microbe_061 microbe_062 microbe_063
## 1 9.113843e-06 -9.985545e-07 2.961364e-04 7.472428e-04 -0.0013454978
## 2 -3.551796e-05 1.156910e-06 5.094959e-04 1.035711e-03 0.0010497701
## 3 -5.192217e-05 6.101571e-05 3.042933e-04 1.231241e-03 -0.0026034276
## 4 -4.463180e-05 2.155464e-06 2.133595e-04 2.884678e-04 0.0023952679
## 5 -6.103601e-05 6.201427e-05 8.156944e-06 4.839985e-04 -0.0012579298
## 6 -1.640421e-05 5.985880e-05 -2.052026e-04 1.955307e-04 -0.0036531977
## 7 2.657547e-03 -6.405476e-05 8.690878e-04 -1.232407e-02 0.0026452608
## 8 2.386636e-02 -3.755307e-05 3.130076e-03 4.128509e-04 -0.0067695084
## 9 2.120881e-02 2.650169e-05 2.260988e-03 1.273693e-02 -0.0094147692
## 10 -5.987728e-03 -4.599700e-05 -4.576974e-04 1.340946e-02 0.0318411750
## 11 -6.197596e-03 -5.152011e-05 -2.683737e-04 3.050789e-02 0.0405257640
## 12 -9.442150e-03 -4.938962e-05 -3.544438e-04 2.838925e-02 0.0529307397
## 13 -2.098677e-04 -5.523107e-06 1.893237e-04 1.709843e-02 0.0086845889
## 14 -3.454422e-03 -3.392615e-06 1.032536e-04 1.497979e-02 0.0210895647
## 15 -3.244554e-03 2.130493e-06 -8.607011e-05 -2.118637e-03 0.0124049757
## 16 -7.693365e-02 1.839859e-03 -4.737090e-04 -8.287671e-05 0.0107420651
## 17 -7.796397e-02 -1.098724e-04 -5.739996e-04 -2.143927e-04 0.0031798652
## 18 -7.661625e-02 2.288653e-03 -6.533792e-04 9.991898e-05 0.0028571618
## 19 -1.030323e-03 -1.949732e-03 -1.002906e-04 -1.315160e-04 -0.0075622000
## 20 3.173977e-04 4.487943e-04 -1.796703e-04 1.827957e-04 -0.0078849033
## 21 1.347721e-03 2.398526e-03 -7.937965e-05 3.143117e-04 -0.0003227033
## 22 1.391135e-01 3.994084e-04 3.922656e-03 -6.563410e-05 -0.0030001528
## 23 -1.405073e-03 3.636655e-03 1.220015e-03 5.361808e-04 -0.0016452268
## 24 4.684770e-02 -7.730870e-05 3.644142e-03 3.353420e-04 0.0002162086
## 25 -1.405186e-01 3.237246e-03 -2.702641e-03 6.018149e-04 0.0013549260
## 26 -9.226582e-02 -4.767171e-04 -2.785138e-04 4.009761e-04 0.0032163614
## 27 4.825278e-02 -3.713963e-03 2.424127e-03 -2.008389e-04 0.0018614353
## 28 7.731841e-04 -1.256485e-03 9.829186e-04 -6.019013e-05 0.0047425345
## 29 -5.451401e-04 4.402120e-04 3.917635e-04 5.832963e-05 -0.0018205382
## 30 1.716725e-04 7.914774e-03 3.148436e-04 1.250208e-04 0.0011281960
## 31 -1.318324e-03 1.696697e-03 -5.911551e-04 1.185198e-04 -0.0065630728
## 32 -6.015117e-04 9.171258e-03 -6.680750e-04 1.852109e-04 -0.0036143385
## 33 7.168126e-04 7.474562e-03 -7.691987e-05 6.669119e-05 0.0029487343
## 34 7.844767e-04 7.328121e-06 -1.302079e-04 6.226547e-03 -0.0071356392
## 35 2.397648e-04 1.364347e-05 -8.015502e-04 6.687246e-02 -0.0172637206
## 36 -4.094412e-05 -1.303139e-05 -6.610900e-04 6.317971e-02 -0.0148265516
## 37 -5.447119e-04 6.315351e-06 -6.713422e-04 6.064592e-02 -0.0101280815
## 38 -8.254208e-04 -2.035951e-05 -5.308821e-04 5.695316e-02 -0.0076909124
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## 42 8.852838e-05 -8.499635e-03 -1.210686e-03 -1.773129e-02 -0.0023995247
## 43 4.000217e-05 -3.078956e-03 -7.960731e-04 -1.683864e-02 -0.0018743292
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## 49 -1.233574e-05 -1.189849e-05 -2.400469e-04 -6.463438e-04 0.0003311578
## 50 3.294776e-03 3.393165e-03 5.629576e-04 3.052740e-02 0.0103958290
## 51 1.043461e-02 1.628591e-03 -9.972324e-04 1.708830e-02 0.0070829502
## 52 6.561008e-03 9.002418e-04 -1.252793e-03 4.536311e-03 -0.0019067561
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## 55 -3.873600e-03 -7.283491e-04 -2.555608e-04 -1.255199e-02 -0.0089897062
## 56 1.167933e-02 -7.631869e-04 -8.781466e-04 4.647191e-03 -0.0194983944
## 57 1.365538e-02 7.068560e-04 3.144983e-04 9.471194e-04 -0.0280700967
## 58 -3.767966e-03 6.670726e-04 1.263412e-03 -2.047773e-02 -0.0374752280
## 59 1.976049e-03 1.470043e-03 1.192645e-03 -3.700071e-03 -0.0085717023
## 60 -1.544730e-02 1.430260e-03 2.141559e-03 -2.512492e-02 -0.0179768337
## 61 -1.742335e-02 -3.978343e-05 9.489137e-04 -2.142485e-02 -0.0094051313
## 62 -1.532085e-02 -1.506313e-04 7.634637e-04 -8.684578e-03 0.0030959686
## 63 1.240583e-02 2.342488e-04 2.345332e-03 6.360622e-03 0.0126464407
## 64 -1.073571e-02 2.408329e-05 3.454081e-03 5.605262e-03 0.0138156199
## 65 2.772668e-02 3.848801e-04 1.581868e-03 1.504520e-02 0.0095504721
## 66 4.585139e-03 1.747146e-04 2.690617e-03 1.428984e-02 0.0107196513
## 67 -2.314154e-02 -2.101655e-04 1.108749e-03 -7.553592e-04 0.0011691792
## 68 -6.318494e-03 1.011379e-04 4.400529e-04 2.735649e-04 -0.0096888445
## 69 -8.048153e-03 3.925583e-05 1.126251e-02 2.660550e-03 -0.0019923910
## 70 1.895572e-03 8.642093e-06 6.620927e-03 1.461870e-03 0.0122214175
## 71 -1.729659e-03 -6.188211e-05 1.082246e-02 2.386985e-03 0.0076964534
## 72 8.214066e-03 -9.249585e-05 6.180874e-03 1.188305e-03 0.0219102620
## 73 9.943725e-03 -3.061374e-05 -4.641587e-03 -1.198681e-03 0.0142138085
## microbe_064 microbe_065 microbe_066 microbe_067 microbe_068
## 1 -8.631928e-04 -5.143868e-02 2.559105e-03 6.481998e-05 4.596557e-04
## 2 -8.964728e-04 -3.893457e-02 5.890370e-03 -2.251064e-05 -7.768397e-05
## 3 -7.584212e-04 -4.696569e-02 9.110696e-03 2.938229e-05 2.093644e-04
## 4 -3.327993e-05 1.250411e-02 3.331265e-03 -8.733062e-05 -5.373397e-04
## 5 1.047717e-04 4.472994e-03 6.551591e-03 -3.543769e-05 -2.502913e-04
## 6 1.380516e-04 -8.031115e-03 3.220326e-03 5.189293e-05 2.870484e-04
## 7 -1.567196e-04 -1.428163e-04 -1.017972e-03 -1.464800e-05 -5.076922e-05
## 8 -2.713414e-04 -1.435810e-04 -1.680926e-04 5.805307e-05 -2.951306e-05
## 9 -1.146217e-04 -7.646788e-07 8.498791e-04 7.270107e-05 2.125616e-05
## 10 -4.198501e-04 -6.315082e-06 7.573944e-06 -3.537421e-04 1.376302e-05
## 11 -2.184475e-04 -5.446687e-05 -6.686810e-05 -1.479470e-04 1.359761e-03
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## 15 -1.022666e-04 -2.025628e-05 -2.069694e-05 -2.223925e-04 6.662214e-04
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## 18 -8.335101e-04 -1.998377e-03 3.099287e-07 7.609726e-03 1.356771e-04
## 19 -2.874433e-03 -5.151581e-05 -4.668491e-06 -5.903223e-03 3.091600e-05
## 20 -7.398168e-04 -3.334844e-05 -1.882726e-06 -1.680345e-03 3.069590e-03
## 21 2.134616e-03 1.816738e-05 2.785765e-06 4.222877e-03 3.038674e-03
## 22 8.951900e-03 -8.879503e-04 9.041182e-05 8.263628e-04 1.034633e-04
## 23 3.126591e-03 -7.018831e-04 -1.555419e-05 3.793947e-03 -2.024421e-04
## 24 7.857652e-04 -7.425020e-04 -1.727874e-05 3.307593e-03 3.697190e-03
## 25 -5.825309e-03 1.860671e-04 -1.059660e-04 2.967584e-03 -3.059054e-04
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## 28 1.129688e-03 6.684828e-04 -5.318016e-09 1.422003e-05 5.468299e-04
## 29 -5.689855e-03 -6.783753e-05 -9.871847e-10 1.921990e-05 -6.377682e-04
## 30 1.989547e-03 9.138423e-06 8.833841e-10 9.862093e-05 -2.792023e-05
## 31 -6.819543e-03 -7.363204e-04 4.330831e-09 4.999867e-06 -1.184598e-03
## 32 8.598588e-04 -6.593444e-04 6.201400e-09 8.440090e-05 -5.747501e-04
## 33 7.679402e-03 7.697595e-05 1.870569e-09 7.940103e-05 6.098479e-04
## 34 -3.388335e-04 2.002834e-03 -3.427829e-03 3.507434e-05 -3.640929e-04
## 35 -9.513447e-04 5.410446e-04 -4.438391e-03 3.185562e-05 -3.286794e-04
## 36 -6.905585e-04 1.260033e-03 -4.833419e-03 3.600046e-05 -2.353792e-04
## 37 -6.125112e-04 -1.461790e-03 -1.010562e-03 -3.218722e-06 3.541343e-05
## 38 -3.517250e-04 -7.428017e-04 -1.405590e-03 9.261136e-07 1.287137e-04
## 39 2.607862e-04 7.189880e-04 -3.950278e-04 4.144836e-06 9.330025e-05
## 40 -1.692807e-03 -1.165385e-02 -7.252194e-04 -3.114276e-04 5.389803e-06
## 41 -8.283940e-07 4.043103e-04 4.106695e-04 4.719849e-04 2.070893e-04
## 42 4.880213e-05 7.733406e-05 -7.053088e-09 8.137341e-04 4.766983e-05
## 43 5.052650e-05 6.301353e-04 2.664796e-05 7.571152e-05 1.434231e-04
## 44 4.963053e-05 -3.269763e-04 -4.106766e-04 3.417493e-04 -1.594195e-04
## 45 5.135490e-05 2.258250e-04 -3.840216e-04 -3.962734e-04 -6.366622e-05
## 46 1.724369e-06 5.528013e-04 2.665501e-05 -7.380226e-04 9.575326e-05
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## 49 -4.534523e-07 1.420769e-04 8.911155e-04 -4.944826e-06 -4.506052e-05
## 50 3.796318e-04 8.669108e-05 -4.353747e-05 1.096958e-04 1.691254e-04
## 51 -1.085825e-04 6.442405e-05 -8.419842e-05 8.606555e-06 3.035547e-05
## 52 3.083822e-04 1.345910e-04 -7.684219e-05 7.404143e-05 1.856029e-04
## 53 -4.882143e-04 -2.226703e-05 -4.066095e-05 -1.010893e-04 -1.387699e-04
## 54 -7.124966e-05 4.789990e-05 -3.330472e-05 -3.565438e-05 1.647753e-05
## 55 4.169646e-04 7.016693e-05 7.356231e-06 6.543488e-05 1.552475e-04
## 56 -3.045486e-04 8.035421e-05 9.208969e-05 9.215614e-05 1.946949e-05
## 57 -2.178441e-04 -2.187656e-04 -9.564098e-05 -1.236690e-05 2.475919e-05
## 58 -1.660025e-04 4.255654e-05 3.654419e-04 5.527943e-05 8.690144e-05
## 59 8.670449e-05 -2.991198e-04 -1.877307e-04 -1.045230e-04 5.289695e-06
## 60 1.385460e-04 -3.779767e-05 2.733522e-04 -3.687671e-05 6.743195e-05
## 61 5.184155e-05 2.613221e-04 4.610828e-04 6.764633e-05 6.214225e-05
## 62 -4.396118e-04 -5.470477e-04 1.202740e-04 -4.790565e-06 -2.828001e-04
## 63 -1.222406e-04 2.412276e-04 4.415272e-05 2.661130e-05 2.227959e-04
## 64 -5.165305e-04 -2.553972e-04 1.579397e-04 -3.466860e-06 -3.050236e-04
## 65 3.173713e-04 7.882753e-04 -7.612126e-05 3.140186e-05 5.055960e-04
## 66 -7.691866e-05 2.916505e-04 3.766573e-05 1.323705e-06 -2.222353e-05
## 67 -3.942899e-04 -4.966248e-04 1.137870e-04 -3.007816e-05 -5.278195e-04
## 68 -7.110279e-04 -2.970812e-04 2.359522e-03 3.015470e-05 -9.115236e-05
## 69 -6.166578e-04 -6.168188e-04 3.277212e-04 2.000240e-04 -2.084300e-04
## 70 -6.192314e-04 -5.243738e-04 -1.964714e-04 2.084451e-04 -1.978246e-04
## 71 9.437003e-05 -3.197377e-04 -2.031801e-03 1.698693e-04 -1.172777e-04
## 72 9.179648e-05 -2.272926e-04 -2.555994e-03 1.782904e-04 -1.066723e-04
## 73 -2.573549e-06 9.244505e-05 -5.241926e-04 8.421140e-06 1.060542e-05
## microbe_069 microbe_070 microbe_071 microbe_072 microbe_073
## 1 -1.001987e-04 -1.307186e-05 -3.089754e-04 -7.266428e-05 1.031213e-04
## 2 -1.001918e-04 1.580402e-05 1.662491e-04 -1.804782e-04 1.799565e-05
## 3 3.845593e-04 3.001637e-05 4.662836e-04 -2.040368e-04 1.521893e-05
## 4 6.918240e-09 2.887588e-05 4.752245e-04 -1.078139e-04 -8.512563e-05
## 5 4.847580e-04 4.308822e-05 7.752590e-04 -1.313726e-04 -8.790234e-05
## 6 4.847511e-04 1.421234e-05 3.000345e-04 -2.355861e-05 -2.776717e-06
## 7 2.808357e-03 -1.629395e-02 -9.089292e-04 1.188613e-04 7.893672e-04
## 8 6.307029e-03 -5.121694e-03 -1.024118e-03 2.901107e-03 1.186367e-03
## 9 3.498672e-03 1.117226e-02 -1.151887e-04 2.782246e-03 3.969993e-04
## 10 -2.162594e-08 9.775987e-05 -8.550778e-06 1.915936e-03 5.633039e-05
## 11 -1.874083e-08 5.183480e-04 -8.223170e-06 1.928300e-03 1.761671e-04
## 12 -1.293737e-08 4.095277e-04 2.412279e-05 1.781487e-03 1.340396e-04
## 13 2.885103e-09 4.205881e-04 3.276075e-07 1.236466e-05 1.198367e-04
## 14 8.688563e-09 3.117678e-04 3.267357e-05 -1.344483e-04 7.770917e-05
## 15 5.803460e-09 -1.088203e-04 3.234596e-05 -1.468129e-04 -4.212753e-05
## 16 2.538004e-04 -1.544214e-05 -1.746159e-04 -1.144980e-02 -1.065094e-04
## 17 -2.410284e-05 -2.601765e-05 -1.531240e-04 -1.173519e-02 -2.830296e-05
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## 19 -2.779032e-04 -1.057551e-05 2.149189e-05 -2.853919e-04 7.820644e-05
## 20 -2.844989e-04 1.377331e-05 6.182519e-07 1.631673e-04 6.373654e-05
## 21 -6.595704e-06 2.434882e-05 -2.087364e-05 4.485592e-04 -1.446991e-05
## 22 1.272881e-05 -1.206062e-08 1.691697e-04 1.968900e-04 -3.194618e-04
## 23 -2.056407e-06 -1.710528e-09 -1.710528e-09 6.119252e-04 -9.631577e-04
## 24 7.266637e-05 -3.178088e-09 -3.178088e-09 -2.127500e-04 -9.272285e-04
## 25 -1.478522e-05 1.035009e-08 -1.691714e-04 4.150352e-04 -6.436960e-04
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## 27 7.472278e-05 -1.467560e-09 -1.467560e-09 -8.246752e-04 3.592927e-05
## 28 -3.716529e-05 -5.318016e-09 -2.465554e-05 1.240645e-03 -1.237698e-04
## 29 -3.056325e-05 -9.871847e-10 -1.606581e-05 -3.248997e-04 -1.204675e-04
## 30 -3.100197e-05 8.833841e-10 -3.065906e-05 -8.797949e-05 -1.200895e-04
## 31 6.602041e-06 4.330831e-09 8.589731e-06 -1.565545e-03 3.302332e-06
## 32 6.163327e-06 6.201400e-09 -6.003526e-06 -1.328625e-03 3.680315e-06
## 33 -4.387134e-07 1.870569e-09 -1.459326e-05 2.369202e-04 3.779831e-07
## 34 -5.190259e-04 1.402966e-04 -8.156607e-06 5.313442e-03 1.646689e-04
## 35 2.818930e-04 5.036260e-04 1.568375e-05 1.690071e-03 1.036084e-04
## 36 -4.835282e-04 4.830088e-04 -4.912523e-06 1.287241e-03 9.298294e-05
## 37 8.009189e-04 3.633294e-04 2.384036e-05 -3.623371e-03 -6.106058e-05
## 38 3.549770e-05 3.427122e-04 3.244085e-06 -4.026201e-03 -7.168601e-05
## 39 -7.654212e-04 -2.061720e-05 -2.059627e-05 -4.028294e-04 -1.062543e-05
## 40 -8.118412e-03 -3.037953e-04 2.987616e-05 -4.343393e-05 6.976332e-03
## 41 -1.298276e-06 -6.400294e-05 3.900549e-05 8.205324e-05 2.554046e-05
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## 43 3.382746e-06 -1.169806e-03 2.516681e-05 1.272503e-06 2.424649e-05
## 44 -6.372735e-10 -1.106905e-03 -6.745010e-05 -5.934409e-05 -1.436657e-05
## 45 4.681022e-06 -1.105803e-03 -1.383868e-05 -8.078074e-05 -1.293963e-06
## 46 4.681659e-06 1.101955e-06 5.361142e-05 -2.143665e-05 1.307260e-05
## 47 -7.805174e-06 6.504164e-06 2.086715e-05 -5.802966e-04 1.850994e-04
## 48 -8.814800e-06 3.976594e-06 1.126586e-03 -6.327272e-04 2.030792e-05
## 49 -1.009627e-06 -2.527569e-06 1.105719e-03 -5.243055e-05 -1.647915e-04
## 50 -1.042834e-04 1.116381e-02 7.455212e-06 8.225149e-04 1.031901e-04
## 51 -9.982416e-05 7.717059e-03 4.628460e-06 6.303095e-04 2.031752e-04
## 52 -9.974593e-05 2.800020e-03 3.717304e-05 8.236275e-04 1.102179e-05
## 53 4.459241e-06 -3.446753e-03 -2.826752e-06 -1.922055e-04 9.998503e-05
## 54 4.537473e-06 -8.363793e-03 2.971783e-05 1.112530e-06 -9.216835e-05
## 55 7.823189e-08 -4.917039e-03 3.254458e-05 1.933180e-04 -1.921534e-04
## 56 7.479262e-09 4.892111e-04 -2.669438e-07 3.226620e-03 6.354635e-06
## 57 1.029202e-08 2.916307e-05 -5.573303e-06 6.914308e-03 6.310178e-06
## 58 1.564448e-06 6.257216e-06 1.862841e-05 -1.864964e-03 -1.779982e-06
## 59 2.812763e-09 -4.600480e-04 -5.306359e-06 3.687687e-03 -4.445719e-08
## 60 1.556969e-06 -4.829539e-04 1.889535e-05 -5.091585e-03 -8.134617e-06
## 61 1.554156e-06 -2.290586e-05 2.420171e-05 -8.779272e-03 -8.090160e-06
## 62 1.189977e-06 1.744802e-04 9.512787e-05 -1.479882e-04 1.720525e-04
## 63 7.953650e-05 1.484289e-04 1.117287e-03 6.331457e-04 3.528091e-04
## 64 1.723778e-05 3.930933e-04 1.056590e-03 1.822101e-04 3.053395e-05
## 65 7.834653e-05 -2.605125e-05 1.022159e-03 7.811340e-04 1.807566e-04
## 66 1.604780e-05 2.186132e-04 9.614623e-04 3.301983e-04 -1.415186e-04
## 67 -6.229872e-05 2.446644e-04 -6.069702e-05 -4.509356e-04 -3.222751e-04
## 68 3.104507e-04 1.256545e-04 9.297760e-05 8.423663e-04 3.859342e-05
## 69 3.211152e-04 1.609859e-04 2.979936e-05 8.682711e-04 7.100522e-05
## 70 3.028705e-04 2.476128e-04 -6.014699e-06 1.436453e-03 -1.187358e-05
## 71 1.066450e-05 3.533136e-05 -6.317824e-05 2.590473e-05 3.241180e-05
## 72 -7.580115e-06 1.219583e-04 -9.899230e-05 5.940866e-04 -5.046700e-05
## 73 -1.824462e-05 8.662697e-05 -3.581406e-05 5.681818e-04 -8.287881e-05
## microbe_074 microbe_075 microbe_076 microbe_077 microbe_078
## 1 -8.796809e-07 -1.497904e-04 0.0284755763 -5.461894e-05 -9.483433e-06
## 2 -1.957060e-07 3.637497e-05 0.0520394023 -2.846585e-05 -8.621874e-07
## 3 -8.764782e-07 8.134868e-05 0.0459391214 -3.375764e-05 -9.480230e-06
## 4 6.839749e-07 1.861654e-04 0.0235638260 2.615309e-05 8.621245e-06
## 5 3.202648e-09 2.311391e-04 0.0174635452 2.086130e-05 3.202648e-09
## 6 -6.807722e-07 4.497370e-05 -0.0061002808 -5.291789e-06 -8.618043e-06
## 7 -6.048351e-05 1.190653e-04 -0.0631637265 5.250515e-04 9.153155e-04
## 8 1.709073e-03 5.115947e-05 -0.0118130107 1.260397e-04 7.061668e-05
## 9 1.769557e-03 -6.790588e-05 0.0513507158 -3.990118e-04 -8.446988e-04
## 10 6.006197e-05 -4.556280e-05 -0.0008424468 5.417037e-04 7.152686e-04
## 11 1.480656e-04 -2.234897e-05 -0.0043809153 5.501578e-04 1.435671e-03
## 12 1.425805e-04 -5.998747e-06 0.0014894739 5.958237e-04 1.056668e-03
## 13 8.800364e-05 2.321383e-05 -0.0035384685 8.454075e-06 7.204023e-04
## 14 8.251852e-05 3.956406e-05 0.0023319207 5.412001e-05 3.413991e-04
## 15 -5.485119e-06 1.635023e-05 0.0058703892 4.566593e-05 -3.790032e-04
## 16 -2.479839e-03 -6.874185e-04 -0.0077027633 -1.008121e-05 1.948038e-06
## 17 -2.493737e-03 7.526263e-05 -0.0635163394 -9.069123e-06 -3.116143e-07
## 18 -2.489981e-03 1.324881e-02 -0.0488731752 2.436498e-04 3.886313e-05
## 19 -1.389742e-05 7.626811e-04 -0.0558135761 1.012086e-06 -2.259653e-06
## 20 -1.014162e-05 1.393623e-02 -0.0411704118 2.537310e-04 3.691509e-05
## 21 3.755798e-06 1.317355e-02 0.0146431643 2.527189e-04 3.917474e-05
## 22 -1.206062e-08 2.980397e-03 -0.1122613933 -2.917538e-04 -6.555128e-07
## 23 -1.710528e-09 8.388534e-03 0.0763923951 -1.484555e-05 2.198422e-05
## 24 -3.178088e-09 9.572789e-04 0.0574686754 5.042726e-05 7.240315e-05
## 25 1.035009e-08 5.408137e-03 0.1886537885 2.769082e-04 2.263973e-05
## 26 8.882529e-09 -2.023118e-03 0.1697300688 3.421810e-04 7.305866e-05
## 27 -1.467560e-09 -7.431255e-03 -0.0189237197 6.527281e-05 5.041893e-05
## 28 3.194207e-05 -1.822849e-04 0.0165800061 5.454325e-06 -5.318016e-09
## 29 1.468788e-06 -1.324386e-04 -0.1062654823 7.451798e-06 -9.871847e-10
## 30 3.972555e-05 -1.463279e-04 0.0078658275 1.275001e-05 8.833841e-10
## 31 -3.047328e-05 4.984630e-05 -0.1228454884 1.997473e-06 4.330831e-09
## 32 7.783481e-06 3.595699e-05 -0.0087141786 7.295681e-06 6.201400e-09
## 33 3.825676e-05 -1.388931e-05 0.1141313098 5.298209e-06 1.870569e-09
## 34 -1.314550e-06 -2.553406e-04 -0.1889921683 -1.337731e-04 -2.970733e-04
## 35 4.012218e-05 -5.138571e-05 -0.3263235176 1.081672e-04 -9.274362e-05
## 36 3.106844e-05 -6.794144e-05 -0.2655730471 2.546082e-04 4.750146e-05
## 37 4.143673e-05 2.039548e-04 -0.1373313494 2.419403e-04 2.043297e-04
## 38 3.238299e-05 1.873991e-04 -0.0765808788 3.883814e-04 3.445748e-04
## 39 -9.053736e-06 -1.655573e-05 0.0607504706 1.464410e-04 1.402451e-04
## 40 -9.385912e-03 1.066821e-02 0.1214608748 -4.761562e-04 -4.220294e-04
## 41 4.467484e-05 1.632116e-04 0.0790417596 3.347651e-04 6.279569e-05
## 42 -7.053088e-09 3.501581e-05 0.0045336239 3.013883e-05 -4.582739e-06
## 43 1.458061e-05 1.371342e-03 0.0231562668 1.433831e-05 -1.759745e-05
## 44 -4.468189e-05 -1.281958e-04 -0.0745081357 -3.046262e-04 -6.737843e-05
## 45 -3.009422e-05 1.208131e-03 -0.0558854928 -3.204268e-04 -8.039314e-05
## 46 1.458767e-05 1.336327e-03 0.0186226429 -1.580052e-05 -1.301471e-05
## 47 -6.577226e-03 -3.465102e-05 -0.0215092995 2.546627e-04 3.541414e-04
## 48 -2.270558e-03 -6.060456e-05 -0.0067450541 3.028211e-04 9.439244e-04
## 49 4.306668e-03 -2.595354e-05 0.0147642453 4.815839e-05 5.897830e-04
## 50 -1.330134e-04 4.431295e-04 -0.0356923476 -3.337100e-04 -6.000760e-04
## 51 1.480504e-04 6.116755e-05 -0.0044659450 -3.986476e-04 -7.910192e-04
## 52 7.706994e-05 1.577798e-04 0.0227696502 -5.413999e-04 -9.257545e-04
## 53 2.810638e-04 -3.819619e-04 0.0312264026 -6.493767e-05 -1.909432e-04
## 54 2.100834e-04 -2.853497e-04 0.0584619978 -2.076899e-04 -3.256785e-04
## 55 -7.098043e-05 9.661221e-05 0.0272355952 -1.427522e-04 -1.347353e-04
## 56 1.071472e-04 1.758170e-05 -0.0161130339 2.765977e-05 -6.518120e-05
## 57 -5.892540e-06 2.270245e-04 0.0631844725 1.818787e-04 -3.880965e-05
## 58 -3.182962e-05 2.302970e-04 0.0663123240 1.134795e-03 4.833515e-04
## 59 -1.130397e-04 2.094428e-04 0.0792975064 1.542189e-04 2.637156e-05
## 60 -1.389768e-04 2.127153e-04 0.0824253579 1.107135e-03 5.485327e-04
## 61 -2.593708e-05 3.272566e-06 0.0031278516 9.529163e-04 5.221611e-04
## 62 -2.695965e-04 -1.300764e-05 0.0128122915 8.730371e-04 3.135897e-04
## 63 1.128376e-03 4.499069e-04 0.0203138539 -2.196177e-03 1.444458e-04
## 64 -1.160599e-04 6.240446e-05 0.0192196182 -2.262398e-03 7.395375e-06
## 65 1.397972e-03 4.629145e-04 0.0075015624 -3.069214e-03 -1.691440e-04
## 66 1.535366e-04 7.541210e-05 0.0064073267 -3.135435e-03 -3.061943e-04
## 67 -1.244436e-03 -3.875024e-04 -0.0010942357 -6.622162e-05 -1.370504e-04
## 68 1.303665e-05 5.547562e-05 -0.1523910003 6.988575e-05 5.403434e-05
## 69 3.811576e-06 -6.558330e-05 -0.0837612490 -8.525594e-06 -2.744375e-05
## 70 -4.761528e-06 7.300673e-05 -0.1019178141 2.038964e-04 2.016840e-04
## 71 -9.225071e-06 -1.210589e-04 0.0686297513 -7.841134e-05 -8.147809e-05
## 72 -1.779818e-05 1.753110e-05 0.0504731862 1.340106e-04 1.476496e-04
## 73 -8.573104e-06 1.385900e-04 -0.0181565651 2.124220e-04 2.291277e-04
## microbe_079 microbe_080 microbe_081 microbe_082 microbe_083
## 1 4.346099e-06 -7.244725e-04 -5.418068e-05 -1.329359e-03 1.414432e-10
## 2 7.059683e-09 -7.362863e-04 5.885711e-04 -1.701559e-03 7.059683e-09
## 3 3.344092e-09 -6.487400e-04 -4.405500e-04 -1.405913e-03 7.515752e-07
## 4 -4.339039e-06 -1.181379e-05 6.427518e-04 -3.721998e-04 6.918240e-09
## 5 -4.342755e-06 7.573253e-05 -3.863694e-04 -7.655469e-05 7.514337e-07
## 6 -3.715591e-09 8.754632e-05 -1.029121e-03 2.956451e-04 7.445155e-07
## 7 -2.158482e-09 -6.401037e-05 2.728692e-05 -3.507767e-04 -4.358610e-03
## 8 2.348262e-09 1.733585e-04 3.152748e-04 2.250954e-05 6.186480e-03
## 9 4.506743e-09 2.373689e-04 2.879879e-04 3.732862e-04 1.054509e-02
## 10 7.106631e-04 -3.468642e-04 -1.849205e-03 2.052129e-03 -2.162594e-08
## 11 1.064820e-05 -5.292341e-04 -1.753255e-03 -7.458532e-04 -1.874083e-08
## 12 4.764497e-04 5.276454e-05 -1.815321e-03 6.562832e-06 1.677969e-06
## 13 -7.000149e-04 -1.823699e-04 9.594976e-05 -2.797982e-03 2.885103e-09
## 14 -2.342135e-04 3.996287e-04 3.388452e-05 -2.045566e-03 1.699594e-06
## 15 4.658015e-04 5.819986e-04 -6.206524e-05 7.524160e-04 1.696709e-06
## 16 9.192727e-03 1.085840e-02 8.020420e-03 -3.881640e-03 -5.040470e-02
## 17 -9.587019e-04 -7.083565e-03 4.808524e-04 -3.864303e-03 -4.366644e-02
## 18 2.116309e-03 -6.067110e-03 1.433751e-04 -3.886971e-03 -3.223993e-02
## 19 -1.015143e-02 -1.794196e-02 -7.539568e-03 1.733763e-05 6.738253e-03
## 20 -7.076419e-03 -1.692551e-02 -7.877045e-03 -5.331042e-06 1.816477e-02
## 21 3.075010e-03 1.016455e-03 -3.374773e-04 -2.266868e-05 1.142652e-02
## 22 -1.206062e-08 1.165778e-02 2.241885e-04 -9.269600e-03 -2.790990e-06
## 23 -1.710528e-09 5.229719e-02 2.202663e-04 -8.745823e-03 -2.780640e-06
## 24 9.973005e-07 -1.300619e-02 4.681584e-04 2.363851e-03 -2.782107e-06
## 25 1.035009e-08 4.063941e-02 -3.922177e-06 5.237762e-04 1.035009e-08
## 26 1.009361e-06 -2.466397e-02 2.439699e-04 1.163345e-02 8.882529e-09
## 27 9.990110e-07 -6.530337e-02 2.478920e-04 1.110967e-02 -1.467560e-09
## 28 1.024048e-04 -1.696325e-02 3.859289e-03 -4.007477e-03 -5.318016e-09
## 29 8.202432e-04 -1.861917e-02 -3.113789e-04 -4.019121e-03 -9.871847e-10
## 30 7.226054e-03 -1.699341e-02 1.036795e-02 -3.967155e-03 8.833841e-10
## 31 7.178384e-04 -1.655920e-03 -4.170668e-03 -1.164399e-05 4.330831e-09
## 32 7.123649e-03 -3.015549e-05 6.508661e-03 4.032237e-05 6.201400e-09
## 33 6.405811e-03 1.625764e-03 1.067933e-02 5.196636e-05 1.870569e-09
## 34 -6.551220e-07 -1.398205e-03 4.698276e-05 -2.838938e-03 2.072832e-06
## 35 -6.499794e-07 -7.857022e-04 1.284515e-02 -2.797678e-03 4.806901e-06
## 36 -6.512872e-07 -1.927036e-03 -1.790661e-05 -2.880267e-03 8.015116e-06
## 37 5.142567e-09 6.125029e-04 1.279817e-02 4.125958e-05 2.734069e-06
## 38 3.834747e-09 -5.288307e-04 -6.488937e-05 -4.132923e-05 5.942284e-06
## 39 -1.307820e-09 -1.141334e-03 -1.286306e-02 -8.258880e-05 3.208215e-06
## 40 2.927581e-02 3.189331e-04 -2.516976e-03 -1.893676e-03 -1.733424e-02
## 41 2.340070e-02 1.987897e-03 -5.269120e-03 3.876784e-03 -8.806583e-02
## 42 1.494865e-02 -2.422106e-04 -7.108682e-04 2.269827e-05 -7.605091e-02
## 43 1.295179e-02 1.579474e-03 1.205589e-02 3.130916e-05 -4.127971e-02
## 44 -8.452055e-03 -2.230107e-03 4.558252e-03 -3.854086e-03 1.201492e-02
## 45 -1.044891e-02 -4.084229e-04 1.732501e-02 -3.845475e-03 4.678612e-02
## 46 -1.996859e-03 1.821684e-03 1.276676e-02 8.610895e-06 3.477119e-02
## 47 -7.882629e-07 -2.064554e-04 -1.063085e-02 -3.106836e-05 -1.135810e-01
## 48 -7.906901e-07 -1.116091e-04 -1.019197e-02 -8.231529e-05 -1.051184e-01
## 49 -2.427204e-09 9.484634e-05 4.388895e-04 -5.124694e-05 8.462546e-03
## 50 -6.102976e-04 -1.137831e-03 -3.049557e-04 -1.100981e-04 -2.256756e-05
## 51 -7.531913e-04 -1.125235e-03 -3.098251e-04 -1.524860e-04 -1.189471e-05
## 52 -2.248103e-04 -8.917094e-04 -4.286618e-04 -1.585037e-04 -2.416784e-05
## 53 -1.428937e-04 1.259665e-05 -4.869406e-06 -4.238786e-05 1.067286e-05
## 54 3.854873e-04 2.461219e-04 -1.237061e-04 -4.840556e-05 -1.600282e-06
## 55 5.283809e-04 2.335253e-04 -1.188367e-04 -6.017703e-06 -1.227314e-05
## 56 -9.025504e-06 -1.391012e-03 -1.696858e-03 1.959070e-03 7.479262e-09
## 57 -8.273261e-06 -1.104722e-03 -2.136734e-03 -8.990242e-04 1.029202e-08
## 58 -7.523988e-06 -1.493226e-03 -3.660211e-03 -1.270931e-03 1.503217e-08
## 59 7.522431e-07 2.862900e-04 -4.398756e-04 -2.858094e-03 2.812763e-09
## 60 1.501516e-06 -1.022141e-04 -1.963352e-03 -3.230001e-03 7.552908e-09
## 61 7.492734e-07 -3.885041e-04 -1.523477e-03 -3.719072e-04 4.740145e-09
## 62 1.222297e-08 1.318333e-03 -3.115680e-04 -3.158328e-06 -3.870390e-02
## 63 8.104233e-07 7.808957e-04 -5.880668e-04 -3.170811e-06 -1.372350e-02
## 64 -9.261657e-11 1.402808e-03 -3.303404e-04 -3.170643e-06 -2.392642e-02
## 65 7.982003e-07 -5.374372e-04 -2.764989e-04 -1.248338e-08 2.498041e-02
## 66 -1.231559e-08 8.447542e-05 -1.877243e-05 -1.231559e-08 1.477749e-02
## 67 -8.105159e-07 6.219126e-04 2.577265e-04 1.677911e-10 -1.020292e-02
## 68 -5.761813e-09 3.708223e-04 2.845989e-04 -4.039093e-04 -3.160319e-05
## 69 6.575741e-07 2.885543e-04 6.901879e-04 -4.262019e-04 -1.329656e-04
## 70 3.309212e-09 2.862097e-04 7.349084e-03 -4.109946e-04 -8.718108e-05
## 71 6.633359e-07 -8.226800e-05 4.055889e-04 -2.229259e-05 -1.013624e-04
## 72 9.071025e-09 -8.461264e-05 7.064485e-03 -7.085313e-06 -5.557789e-05
## 73 -6.542649e-07 -2.344647e-06 6.658896e-03 1.520727e-05 4.578452e-05
## microbe_084 microbe_085 microbe_086 microbe_087 microbe_088
## 1 -1.774209e-03 3.661336e-03 1.414432e-10 -4.754910e-03 -9.404890e-03
## 2 -1.842203e-03 5.722499e-03 7.059683e-09 -6.693727e-03 3.920511e-02
## 3 -1.630203e-03 1.974748e-02 3.344092e-09 -4.342197e-03 -9.006649e-03
## 4 -6.799387e-05 2.061163e-03 6.918240e-09 -1.938817e-03 4.861000e-02
## 5 1.440053e-04 1.608614e-02 3.202648e-09 4.127129e-04 3.982417e-04
## 6 2.119991e-04 1.402498e-02 -3.715591e-09 2.351530e-03 -4.821176e-02
## 7 2.175951e-03 -3.891389e-03 -4.379980e-04 -2.198275e-03 -1.668376e-02
## 8 -2.152684e-04 -5.205467e-03 2.801917e-04 9.593114e-03 1.621873e-04
## 9 -2.391220e-03 -1.314077e-03 7.181897e-04 1.179139e-02 1.684595e-02
## 10 -9.057778e-04 4.146826e-03 2.759855e-05 -7.605095e-03 -7.546326e-03
## 11 -1.563432e-03 -5.405466e-03 2.654662e-05 -5.638768e-03 -1.193499e-02
## 12 -1.612284e-03 -5.887431e-03 2.756726e-05 -5.038553e-03 -9.349168e-03
## 13 -6.576541e-04 -9.552293e-03 -1.051927e-06 1.966327e-03 -4.388669e-03
## 14 -7.065066e-04 -1.003426e-02 -3.128775e-08 2.566542e-03 -1.802842e-03
## 15 -4.885256e-05 -4.819646e-04 1.020639e-06 6.002150e-04 2.585827e-03
## 16 -8.302274e-05 -1.439545e-02 -6.259597e-06 -3.230536e-03 -3.694451e-03
## 17 5.090881e-04 -1.356383e-02 -3.495537e-07 -3.742687e-03 -4.639422e-03
## 18 2.537663e-04 -1.468813e-02 -8.495232e-06 -2.825620e-03 -4.434634e-03
## 19 5.921108e-04 8.316176e-04 5.910043e-06 -5.121508e-04 -9.449708e-04
## 20 3.367891e-04 -2.926779e-04 -2.235635e-06 4.049159e-04 -7.401824e-04
## 21 -2.553218e-04 -1.124295e-03 -8.145678e-06 9.170667e-04 2.047885e-04
## 22 2.238189e-04 5.261241e-03 8.719062e-06 8.129859e-06 8.761187e-04
## 23 3.759555e-04 3.103876e-03 9.197261e-07 -1.491834e-04 -2.364070e-04
## 24 1.468478e-04 3.485144e-03 5.143177e-05 3.588307e-04 5.676867e-04
## 25 1.521366e-04 -2.157365e-03 -7.799336e-06 -1.573133e-04 -1.112526e-03
## 26 -7.697109e-05 -1.776097e-03 4.271271e-05 3.507009e-04 -3.084320e-04
## 27 -2.291077e-04 3.812676e-04 5.051205e-05 5.080142e-04 8.040936e-04
## 28 7.040301e-05 1.043272e-03 8.046841e-05 -5.292744e-04 -7.524887e-04
## 29 -1.130291e-05 4.150865e-04 1.571677e-05 -8.080449e-04 -7.908758e-04
## 30 2.163237e-04 5.836710e-04 3.716315e-06 -7.040050e-04 -8.470306e-05
## 31 -8.170592e-05 -6.281851e-04 -6.475165e-05 -2.787705e-04 -3.838713e-05
## 32 1.459207e-04 -4.596005e-04 -7.675210e-05 -1.747306e-04 6.677856e-04
## 33 2.276266e-04 1.685845e-04 -1.200045e-05 1.040399e-04 7.061728e-04
## 34 5.521578e-04 3.342545e-04 5.514473e-05 -1.052675e-02 8.739802e-04
## 35 7.545861e-04 -7.421482e-04 1.295332e-06 -1.233998e-02 -7.703279e-05
## 36 4.423974e-04 -2.662802e-04 2.528038e-05 -2.560259e-03 3.001124e-02
## 37 2.024282e-04 -1.076403e-03 -5.384940e-05 -1.813234e-03 -9.510130e-04
## 38 -1.097605e-04 -6.005347e-04 -2.986435e-05 7.966491e-03 2.913726e-02
## 39 -3.121887e-04 4.758680e-04 2.398504e-05 9.779725e-03 3.008827e-02
## 40 -4.761050e-04 -2.377469e-02 1.647541e-03 4.663337e-03 -2.336831e-02
## 41 -1.748339e-04 6.218587e-04 1.977411e-06 -1.845806e-04 -1.127805e-03
## 42 -1.549874e-04 -7.843498e-05 1.084003e-05 -4.971421e-04 -1.346670e-03
## 43 -1.180134e-04 1.896912e-04 2.886931e-05 -1.854501e-04 -1.271131e-03
## 44 1.984651e-05 -7.002937e-04 8.862619e-06 -3.125615e-04 -2.188643e-04
## 45 5.682051e-05 -4.321676e-04 2.689190e-05 -8.695790e-07 -1.433254e-04
## 46 3.697400e-05 2.681262e-04 1.802928e-05 3.116919e-04 7.553888e-05
## 47 4.691340e-04 9.270271e-04 -2.796932e-06 -6.885226e-03 2.359384e-03
## 48 3.479929e-04 -9.159333e-04 -1.262614e-06 -6.321569e-03 9.291784e-03
## 49 -1.211412e-04 -1.842960e-03 1.534317e-06 5.636572e-04 6.932400e-03
## 50 6.916712e-04 -1.989806e-03 4.210370e-04 -4.121020e-06 -1.038127e-02
## 51 -3.503811e-04 3.521355e-03 5.030426e-04 -1.757769e-04 -6.794801e-03
## 52 4.403489e-04 -2.366764e-03 3.134321e-04 -1.907180e-03 -1.230193e-02
## 53 -1.042052e-03 5.511161e-03 8.200560e-05 -1.716559e-04 3.586474e-03
## 54 -2.513224e-04 -3.769583e-04 -1.076049e-04 -1.903059e-03 -1.920657e-03
## 55 7.907300e-04 -5.888120e-03 -1.896105e-04 -1.731403e-03 -5.507131e-03
## 56 1.480088e-03 7.684826e-03 -6.415469e-06 -3.798769e-03 -1.342521e-02
## 57 -1.274613e-03 -5.924771e-03 6.183829e-06 4.192394e-03 -4.568591e-03
## 58 6.844818e-03 -8.592140e-03 9.642219e-07 3.476671e-04 -1.981053e-02
## 59 -2.754700e-03 -1.360960e-02 1.259930e-05 7.991163e-03 8.856619e-03
## 60 5.364730e-03 -1.627697e-02 7.379691e-06 4.146436e-03 -6.385324e-03
## 61 8.119430e-03 -2.667370e-03 -5.219607e-06 -3.844727e-03 -1.524194e-02
## 62 -8.906679e-03 1.129188e-02 1.166941e-03 5.907140e-03 -9.181354e-03
## 63 -6.618638e-03 -1.879076e-04 1.577793e-03 2.802481e-03 1.055756e-02
## 64 -3.386413e-03 1.222271e-02 9.723066e-04 -3.420730e-03 -1.279036e-02
## 65 2.288041e-03 -1.147979e-02 4.108518e-04 -3.104659e-03 1.973891e-02
## 66 5.520265e-03 9.308270e-04 -1.946342e-04 -9.327870e-03 -3.609008e-03
## 67 3.232225e-03 1.241062e-02 -6.054861e-04 -6.223211e-03 -2.334792e-02
## 68 1.304438e-03 1.502026e-02 -2.087442e-06 -9.995921e-04 9.761450e-04
## 69 4.185350e-04 1.317734e-02 7.413156e-06 -4.992095e-04 2.317835e-03
## 70 1.103007e-03 2.042738e-02 1.308138e-05 -3.680271e-04 3.504465e-03
## 71 -8.859031e-04 -1.842918e-03 9.500598e-06 5.003827e-04 1.341690e-03
## 72 -2.014309e-04 5.407119e-03 1.516882e-05 6.315650e-04 2.528320e-03
## 73 6.844722e-04 7.250037e-03 5.668226e-06 1.311824e-04 1.186630e-03
## microbe_089 microbe_090 microbe_091 microbe_092 microbe_093
## 1 4.436891e-06 1.284327e-06 -1.566461e-04 4.167741e-05 -2.492812e-03
## 2 -1.599975e-05 7.059683e-09 9.696725e-06 1.732229e-05 -2.987293e-03
## 3 -1.739960e-05 3.344092e-09 -1.513350e-04 4.331402e-04 -2.357008e-03
## 4 -2.043665e-05 -1.277267e-06 1.663429e-04 -2.435513e-05 -4.944810e-04
## 5 -2.183649e-05 -1.280983e-06 5.311104e-06 3.914628e-04 1.358045e-04
## 6 -1.399845e-06 -3.715591e-09 -1.610318e-04 4.158179e-04 6.302855e-04
## 7 -3.072309e-05 -6.576138e-05 -1.432684e-04 1.834505e-02 5.339090e-05
## 8 -1.234591e-05 1.663889e-05 4.821416e-04 -7.368419e-04 1.114160e-04
## 9 1.837718e-05 8.240026e-05 6.254100e-04 -1.908189e-02 5.802506e-05
## 10 -8.040223e-05 7.311546e-06 7.386905e-05 -1.747700e-03 -5.326676e-03
## 11 -8.477555e-05 1.740713e-05 -9.269716e-05 -4.610909e-04 -2.151252e-03
## 12 -8.443503e-05 1.035809e-05 1.951772e-03 7.753019e-03 -1.224507e-03
## 13 -4.373318e-06 1.009558e-05 -1.665662e-04 1.286609e-03 3.175424e-03
## 14 -4.032798e-06 3.046548e-06 1.877903e-03 9.500719e-03 4.102169e-03
## 15 3.405199e-07 -7.049032e-06 2.044469e-03 8.214110e-03 9.267453e-04
## 16 -2.475594e-03 2.288993e-03 -2.195790e-04 2.314061e-02 1.345933e-02
## 17 -6.802325e-03 7.006313e-04 -2.062667e-04 1.390280e-02 5.739975e-03
## 18 -6.881278e-03 3.781248e-04 -2.255574e-04 1.640819e-02 7.697318e-04
## 19 -4.326731e-03 -1.588362e-03 1.331231e-05 -9.237810e-03 -7.719356e-03
## 20 -4.405684e-03 -1.910868e-03 -5.978375e-06 -6.732420e-03 -1.268960e-02
## 21 -7.895325e-05 -3.225065e-04 -1.929068e-05 2.505389e-03 -4.970243e-03
## 22 -1.081706e-05 -1.206062e-08 1.018910e-05 -8.723580e-03 1.066682e-04
## 23 9.018192e-06 -1.710528e-09 -1.710528e-09 1.908284e-02 9.429432e-04
## 24 -9.745078e-06 -3.178088e-09 5.958163e-05 1.808555e-02 4.364152e-04
## 25 1.983525e-05 1.035009e-08 -1.019081e-05 2.780642e-02 8.362750e-04
## 26 1.071981e-06 8.882529e-09 4.939252e-05 2.680913e-02 3.297470e-04
## 27 -1.876327e-05 -1.467560e-09 5.958334e-05 -9.972928e-04 -5.065280e-04
## 28 1.977694e-05 -5.123876e-07 8.533766e-05 -2.303367e-02 1.413520e-02
## 29 3.212173e-05 -1.215334e-06 1.130179e-04 -2.537449e-02 5.207983e-03
## 30 1.338934e-05 -1.213463e-06 1.150866e-04 -1.994510e-02 1.756546e-02
## 31 1.234479e-05 -7.029461e-07 2.768025e-05 -2.340825e-03 -8.927218e-03
## 32 -6.387595e-06 -7.010755e-07 2.974891e-05 3.088569e-03 3.430258e-03
## 33 -1.873238e-05 1.870569e-09 2.068664e-06 5.429394e-03 1.235748e-02
## 34 1.472764e-06 1.928493e-09 4.211687e-04 -2.735279e-04 -2.203261e-03
## 35 9.958912e-06 1.456757e-06 1.607608e-04 3.225146e-03 -1.999107e-03
## 36 5.763240e-09 5.763240e-09 -1.050583e-05 2.639147e-03 -1.627206e-03
## 37 8.486148e-06 1.454829e-06 -2.604079e-04 3.498674e-03 2.041540e-04
## 38 -1.467001e-06 3.834747e-09 -4.316745e-04 2.912675e-03 5.760553e-04
## 39 -9.953149e-06 -1.450994e-06 -1.712666e-04 -5.859987e-04 3.719013e-04
## 40 5.717241e-05 1.660718e-02 6.393858e-03 4.488734e-05 1.345534e-04
## 41 4.522674e-04 3.118461e-05 1.097920e-04 -5.297495e-04 5.879754e-04
## 42 1.706302e-03 8.457379e-05 7.251096e-05 7.040287e-03 2.524301e-05
## 43 9.542394e-04 2.922096e-05 1.267366e-04 5.000179e-03 -1.815233e-05
## 44 1.254035e-03 5.338918e-05 -3.728106e-05 7.570037e-03 -5.627324e-04
## 45 5.019719e-04 -1.963645e-06 1.694461e-05 5.529928e-03 -6.061277e-04
## 46 -7.520627e-04 -5.535283e-05 5.422568e-05 -2.040109e-03 -4.339534e-05
## 47 -2.587973e-02 -1.928932e-05 -2.976728e-04 -8.989384e-05 5.229332e-06
## 48 -2.583599e-02 2.315600e-05 -3.153599e-04 -1.825109e-05 7.293255e-05
## 49 4.374887e-05 4.244532e-05 -1.768712e-05 7.164275e-05 6.770322e-05
## 50 3.193649e-05 2.124256e-03 1.479772e-03 -1.024972e-03 3.690694e-04
## 51 8.430746e-05 1.666320e-03 1.023572e-03 -1.151782e-03 2.122931e-04
## 52 5.343691e-04 6.843368e-04 7.921349e-04 -2.081529e-03 1.560472e-03
## 53 5.237097e-05 -4.579361e-04 -4.561994e-04 -1.268099e-04 -1.567762e-04
## 54 5.024326e-04 -1.439919e-03 -6.876366e-04 -1.056557e-03 1.191402e-03
## 55 4.500616e-04 -9.819833e-04 -2.314373e-04 -9.297470e-04 1.348179e-03
## 56 -2.364237e-05 7.479262e-09 -2.290980e-06 -7.188680e-03 3.661153e-04
## 57 2.459115e-05 1.029202e-08 3.292808e-04 -7.245029e-03 1.408102e-03
## 58 1.929102e-04 1.503217e-08 3.755982e-05 -1.242685e-02 1.197745e-03
## 59 4.823351e-05 2.812763e-09 3.315718e-04 -5.634988e-05 1.041987e-03
## 60 2.165526e-04 7.552908e-09 3.985080e-05 -5.238172e-03 8.316300e-04
## 61 1.683191e-04 4.740145e-09 -2.917210e-04 -5.181822e-03 -2.103572e-04
## 62 1.704077e-03 1.067398e-04 7.410791e-05 -3.328000e-03 2.562796e-05
## 63 6.925940e-03 1.753501e-04 3.968713e-04 -2.644164e-03 9.132830e-05
## 64 4.604985e-03 6.987983e-05 1.697744e-04 -3.270000e-03 6.779926e-05
## 65 5.221863e-03 6.861026e-05 3.227634e-04 6.838357e-04 6.570034e-05
## 66 2.900908e-03 -3.686002e-05 9.566647e-05 5.800027e-05 4.217130e-05
## 67 -2.320956e-03 -1.054703e-04 -2.270969e-04 -6.258354e-04 -2.352904e-05
## 68 1.425019e-02 3.992340e-05 -8.529301e-04 2.318445e-03 1.273552e-04
## 69 1.356952e-02 3.035932e-06 -9.185962e-04 1.686238e-04 7.106819e-05
## 70 2.246906e-02 1.382113e-04 -1.228794e-03 1.684510e-03 6.788577e-05
## 71 -6.806674e-04 -3.688747e-05 -6.566608e-05 -2.149821e-03 -5.628706e-05
## 72 8.218870e-03 9.828793e-05 -3.758637e-04 -6.339345e-04 -5.946947e-05
## 73 8.899538e-03 1.351754e-04 -3.101977e-04 1.515886e-03 -3.182412e-06
## microbe_094 microbe_095 microbe_096 microbe_097 microbe_098
## 1 -6.354804e-06 -1.611940e-02 -1.521493e-05 2.232924e-05 3.601954e-05
## 2 2.836415e-07 -9.531689e-03 -1.367315e-05 2.135300e-04 2.089945e-03
## 3 8.736489e-06 -1.711304e-02 -1.249840e-05 1.105764e-04 2.960987e-03
## 4 6.638446e-06 6.587708e-03 1.541773e-06 1.912007e-04 2.053925e-03
## 5 1.509129e-05 -9.936456e-04 2.716522e-06 8.824720e-05 2.924968e-03
## 6 8.452848e-06 -7.581354e-03 1.174749e-06 -1.029535e-04 8.710427e-04
## 7 1.852904e-04 3.479150e-05 9.400378e-04 -1.454420e-06 -6.943124e-05
## 8 9.341645e-05 8.814253e-05 3.687268e-05 -1.449913e-06 -5.357185e-05
## 9 -9.187391e-05 5.335103e-05 -9.031651e-04 4.506743e-09 1.585940e-05
## 10 5.806060e-04 -7.856037e-03 2.166696e-01 -1.998516e-04 -2.162594e-08
## 11 -1.366557e-05 -7.848237e-03 -1.874083e-08 -9.752390e-06 1.256818e-06
## 12 5.910284e-04 -7.854497e-03 5.403991e-04 -4.758970e-05 2.683810e-06
## 13 -5.942716e-04 7.800566e-06 -2.166696e-01 1.900992e-04 1.278444e-06
## 14 1.042243e-05 1.540605e-06 -2.161292e-01 1.522619e-04 2.705436e-06
## 15 6.046940e-04 -6.259960e-06 5.404178e-04 -3.783731e-05 1.426992e-06
## 16 3.113414e-03 1.849283e-02 2.974939e-05 2.481045e-02 -4.970597e-06
## 17 3.551712e-03 -5.223484e-03 -9.744370e-06 1.558584e-02 -8.036447e-06
## 18 7.655693e-03 -7.502000e-03 -1.622102e-05 2.107966e-02 -8.890385e-06
## 19 4.382982e-04 -2.371631e-02 -3.949376e-05 -9.224615e-03 -3.065850e-06
## 20 4.542280e-03 -2.599483e-02 -4.597041e-05 -3.730795e-03 -3.919788e-06
## 21 4.103982e-03 -2.278516e-03 -6.476654e-06 5.493819e-03 -8.539379e-07
## 22 -6.669856e-03 3.084412e-02 -1.201578e-03 1.042930e-03 -1.206062e-08
## 23 6.488154e-02 2.069154e-02 -1.279232e-03 -2.400674e-03 -1.710528e-09
## 24 4.124713e-02 1.617641e-02 -1.284342e-03 -2.505697e-03 -3.178088e-09
## 25 7.155140e-02 -1.015258e-02 -7.765384e-05 -3.443604e-03 1.035009e-08
## 26 4.791698e-02 -1.466771e-02 -8.276327e-05 -3.548627e-03 8.882529e-09
## 27 -2.363442e-02 -4.515127e-03 -5.109424e-06 -1.050225e-04 -1.467560e-09
## 28 2.665279e-04 -5.313700e-02 -1.932039e-02 3.015506e-05 1.246452e-05
## 29 -1.984994e-04 -5.442917e-02 -1.931642e-02 2.676996e-05 -9.871847e-10
## 30 -4.932781e-05 -4.850133e-02 -1.926034e-02 -9.794129e-07 7.722210e-07
## 31 -4.650273e-04 -1.292174e-03 3.966442e-06 -3.385100e-06 -1.246550e-05
## 32 -3.158557e-04 4.635664e-03 6.005129e-05 -3.113448e-05 -1.169230e-05
## 33 1.491716e-04 5.927838e-03 5.608485e-05 -2.774938e-05 7.732082e-07
## 34 2.295796e-04 -4.106205e-04 -8.526455e-03 -8.199716e-07 1.928493e-09
## 35 -1.629782e-05 -3.227945e-04 -8.611190e-03 4.939720e-06 7.071060e-09
## 36 7.037665e-04 6.947048e-04 -8.493096e-03 2.996707e-05 5.763240e-09
## 37 -2.458774e-04 8.782603e-05 -8.473524e-05 5.759692e-06 5.142567e-09
## 38 4.741869e-04 1.105325e-03 3.335909e-05 3.078704e-05 3.834747e-09
## 39 7.200643e-04 1.017499e-03 1.180943e-04 2.502735e-05 -1.307820e-09
## 40 -9.727693e-05 9.463814e-06 6.436397e-04 -9.410094e-04 -9.550511e-04
## 41 -1.082464e-02 5.868163e-05 -2.165060e-04 -1.863346e-03 4.636130e-03
## 42 -1.113003e-02 -1.558908e-04 -2.087437e-04 -1.803419e-03 7.577648e-03
## 43 -1.105818e-02 -2.798594e-04 -2.138651e-04 -7.728641e-04 9.873089e-03
## 44 -3.053888e-04 -2.145724e-04 7.762294e-06 5.992771e-05 2.941518e-03
## 45 -2.335413e-04 -3.385410e-04 2.640913e-06 1.090482e-03 5.236959e-03
## 46 7.184743e-05 -1.239686e-04 -5.121381e-06 1.030555e-03 2.295441e-03
## 47 9.000210e-04 -9.398969e-05 -9.233841e-06 -8.241727e-06 -7.955542e-06
## 48 8.874687e-03 -2.005791e-04 -2.152510e-05 -8.244154e-06 -4.999147e-06
## 49 7.974666e-03 -1.065894e-04 -1.229126e-05 -2.427204e-09 2.956395e-06
## 50 7.845962e-05 -1.114828e-04 -2.356975e-04 -5.599819e-05 -9.022051e-05
## 51 -7.861342e-05 -1.573114e-03 -2.370672e-04 2.778772e-05 -5.237147e-04
## 52 1.544136e-04 -1.979343e-03 8.560864e-04 -3.314399e-05 -5.685244e-04
## 53 -1.570730e-04 -1.461631e-03 -1.369670e-06 8.378591e-05 -4.334942e-04
## 54 7.595401e-05 -1.867860e-03 1.091784e-03 2.285420e-05 -4.783039e-04
## 55 2.330270e-04 -4.062293e-04 1.093154e-03 -6.093171e-05 -4.480968e-05
## 56 8.968459e-05 -1.321303e-05 7.479262e-09 -1.818400e-04 -5.545297e-07
## 57 1.636571e-05 -1.321022e-05 2.499105e-06 -2.560204e-04 -3.308370e-07
## 58 6.229736e-04 -1.320548e-05 1.342641e-06 -1.815218e-04 1.053654e-05
## 59 -7.331887e-05 2.812763e-09 2.491626e-06 -7.418036e-05 2.236927e-07
## 60 5.332890e-04 7.552908e-09 1.335161e-06 3.182457e-07 1.109107e-05
## 61 6.066079e-04 4.740145e-09 -1.156464e-06 7.449861e-05 1.086738e-05
## 62 -1.915443e-04 -2.051873e-05 -1.445799e-01 -4.184673e-05 4.883575e-04
## 63 -1.660673e-05 -2.306552e-05 -1.446124e-01 -4.088578e-05 3.890359e-03
## 64 -8.002194e-05 -2.512083e-05 -1.445736e-01 1.744109e-05 2.983981e-03
## 65 1.749375e-04 -2.546787e-06 -3.252257e-05 9.609512e-07 3.402001e-03
## 66 1.115223e-04 -4.602105e-06 6.269418e-06 5.928782e-05 2.495623e-03
## 67 -6.341521e-05 -2.055318e-06 3.879199e-05 5.832686e-05 -9.063783e-04
## 68 3.289730e-05 -4.603818e-03 -3.672041e-02 -3.720676e-04 1.350830e-06
## 69 -6.109190e-06 -4.734569e-03 -3.673708e-02 -4.342705e-04 6.575741e-07
## 70 1.496612e-04 -4.567143e-03 -3.673707e-02 -1.338910e-03 3.309212e-09
## 71 -3.900649e-05 -1.307514e-04 -1.666194e-05 -6.220298e-05 -6.932556e-07
## 72 1.167639e-04 3.667467e-05 -1.665565e-05 -9.668429e-04 -1.347521e-06
## 73 1.557704e-04 1.674260e-04 6.287290e-09 -9.046399e-04 -6.542649e-07
## microbe_099 microbe_100 microbe_101 microbe_102 microbe_103
## 1 2.613203e-03 -2.514486e-05 -1.571049e-03 2.506881e-05 2.683196e-04
## 2 8.702655e-03 7.700931e-05 -1.502931e-03 3.192344e-05 -3.463917e-04
## 3 2.779997e-02 1.710460e-05 1.490203e-03 7.852303e-05 4.645389e-05
## 4 6.089452e-03 1.021542e-04 6.811735e-05 6.854635e-06 -6.147113e-04
## 5 2.518677e-02 4.224946e-05 3.061251e-03 5.345422e-05 -2.218657e-04
## 6 1.909732e-02 -5.990471e-05 2.993134e-03 4.659958e-05 3.928456e-04
## 7 -3.326088e-03 1.622610e-03 -8.904039e-04 -9.660745e-03 -2.885564e-02
## 8 -3.870361e-03 4.985460e-03 -2.200099e-03 1.039831e-02 -2.039027e-02
## 9 -5.442734e-04 3.362850e-03 -1.309695e-03 2.005905e-02 8.465362e-03
## 10 5.669916e-03 1.090730e-02 3.650830e-03 1.960157e-02 -4.462955e-02
## 11 7.811641e-03 4.529787e-03 2.028610e-03 -1.953846e-03 -4.115142e-02
## 12 5.755992e-03 2.439096e-03 4.189684e-03 -1.275355e-02 -4.103499e-02
## 13 2.141725e-03 -6.377513e-03 -1.622220e-03 -2.155542e-02 3.478131e-03
## 14 8.607567e-05 -8.468204e-03 5.388544e-04 -3.235512e-02 3.594557e-03
## 15 -2.055649e-03 -2.090691e-03 2.161074e-03 -1.079970e-02 1.164256e-04
## 16 2.313127e-04 -2.025029e-06 4.178841e-03 -8.061146e-04 -7.846505e-05
## 17 2.120419e-04 -3.199339e-06 -2.157753e-03 -7.939453e-04 -7.624605e-05
## 18 6.387184e-04 -3.208055e-06 5.545096e-04 -8.151957e-04 -6.494808e-05
## 19 -1.927080e-05 -1.174310e-06 -6.336594e-03 1.216929e-05 2.219005e-06
## 20 4.074057e-04 -1.183026e-06 -3.624331e-03 -9.081174e-06 1.351698e-05
## 21 4.266765e-04 -8.716333e-09 2.712263e-03 -2.125046e-05 1.129797e-05
## 22 2.976375e-04 -1.529541e-04 -3.443835e-05 -3.864640e-04 -2.079120e-06
## 23 6.152404e-05 -1.715185e-04 2.035150e-05 1.560748e-03 -2.068770e-06
## 24 2.127038e-04 -1.262263e-04 1.029458e-03 -5.942087e-06 1.499359e-05
## 25 -2.361134e-04 -1.856433e-05 5.478986e-05 1.947212e-03 1.035009e-08
## 26 -8.493369e-05 2.672780e-05 1.063896e-03 3.805219e-04 1.707271e-05
## 27 1.511797e-04 4.529213e-05 1.009106e-03 -1.566690e-03 1.706236e-05
## 28 7.881013e-06 -7.555511e-06 -7.846009e-04 4.161860e-05 -5.318016e-09
## 29 1.158987e-05 -5.252986e-06 -2.894736e-03 8.435884e-06 -9.871847e-10
## 30 2.546724e-06 -7.726133e-06 2.028625e-03 3.186103e-05 1.311075e-05
## 31 3.708854e-06 2.302525e-06 -2.110135e-03 -3.318272e-05 4.330831e-09
## 32 -5.334288e-06 -1.706222e-07 2.813226e-03 -9.757567e-06 1.311607e-05
## 33 -9.043143e-06 -2.473147e-06 4.923360e-03 2.342515e-05 1.311174e-05
## 34 8.380024e-05 5.822825e-05 -5.727013e-07 2.546600e-02 1.928493e-09
## 35 7.142677e-05 6.427328e-05 -5.675588e-07 1.783692e-03 8.936494e-06
## 36 -1.970178e-06 -1.995219e-06 -5.688666e-07 1.844940e-02 5.763240e-09
## 37 -1.237347e-05 6.045035e-06 5.142567e-09 -2.368231e-02 8.934566e-06
## 38 -8.577042e-05 -6.022347e-05 3.834747e-09 -7.016600e-03 3.834747e-09
## 39 -7.339695e-05 -6.626850e-05 -1.307820e-09 1.666571e-02 -8.930731e-06
## 40 -6.413984e-04 2.505721e-03 5.427620e-04 -4.960356e-02 -2.869974e-02
## 41 1.220853e-04 1.276528e-05 4.097677e-03 2.554607e-05 8.912443e-06
## 42 5.799881e-04 2.875724e-05 3.895833e-04 8.321527e-05 -7.096271e-06
## 43 1.219662e-03 5.750674e-05 7.871489e-03 6.225899e-05 -1.994359e-06
## 44 4.579028e-04 1.599196e-05 -3.708094e-03 5.766919e-05 -1.600871e-05
## 45 1.097576e-03 4.474145e-05 3.773811e-03 3.671292e-05 -1.090680e-05
## 46 6.396735e-04 2.874949e-05 7.481905e-03 -2.095627e-05 5.101912e-06
## 47 -5.554832e-03 -4.891303e-03 1.565521e-09 4.992760e-02 1.891427e-02
## 48 -4.531889e-03 -5.848338e-03 -8.616831e-10 5.249807e-02 2.419794e-02
## 49 1.022943e-03 -9.570352e-04 -2.427204e-09 2.570472e-03 5.283665e-03
## 50 1.292133e-02 3.591891e-03 -1.052745e-03 5.058441e-06 6.664137e-07
## 51 1.023818e-02 4.181093e-03 8.528858e-04 -5.161521e-06 1.396665e-04
## 52 1.169037e-02 -6.833126e-05 -6.132755e-04 1.408762e-06 9.344207e-05
## 53 -2.683153e-03 5.892020e-04 1.905631e-03 -1.021996e-05 1.390001e-04
## 54 -1.230963e-03 -3.660222e-03 4.394692e-04 -3.649679e-06 9.277565e-05
## 55 1.452190e-03 -4.249424e-03 -1.466161e-03 6.570283e-06 -4.622443e-05
## 56 6.210152e-05 2.248584e-04 -5.328770e-04 -4.025782e-03 -1.160260e-02
## 57 2.956711e-05 2.239234e-05 -4.731953e-04 -2.699674e-02 -7.134529e-03
## 58 2.726436e-05 3.745343e-05 -1.061595e-03 4.159486e-03 1.851872e-03
## 59 -3.253441e-05 -2.024660e-04 5.968171e-05 -2.297096e-02 4.468075e-03
## 60 -3.483716e-05 -1.874049e-04 -5.287176e-04 8.185268e-03 1.345448e-02
## 61 -2.302742e-06 1.506109e-05 -5.883993e-04 3.115623e-02 8.986401e-03
## 62 2.056971e-03 5.270774e-04 -3.628978e-03 1.727738e-01 1.086937e-05
## 63 5.223188e-03 6.228891e-04 3.994743e-03 8.625828e-02 -4.018794e-06
## 64 5.760644e-03 3.846256e-04 1.582280e-03 9.451109e-02 -1.603777e-04
## 65 3.166217e-03 9.581171e-05 7.623721e-03 -8.651557e-02 -1.488817e-05
## 66 3.703673e-03 -1.424519e-04 5.211258e-03 -7.826276e-02 -1.712471e-04
## 67 5.374561e-04 -2.382636e-04 -2.412463e-03 8.252811e-03 -1.563590e-04
## 68 2.080426e-02 3.055694e-04 2.934865e-05 3.886515e-03 -4.872779e-07
## 69 1.688217e-02 1.417878e-03 3.572645e-05 3.931714e-02 -4.844941e-07
## 70 1.182469e-02 1.663502e-03 1.047897e-03 3.920808e-02 -4.782068e-07
## 71 -3.922089e-03 1.112308e-03 6.377793e-06 3.543063e-02 2.783735e-09
## 72 -8.979572e-03 1.357933e-03 1.018548e-03 3.532157e-02 9.071025e-09
## 73 -5.057484e-03 2.456245e-04 1.012171e-03 -1.090584e-04 6.287290e-09
## microbe_104 microbe_105 microbe_106 microbe_107 microbe_108
## 1 1.584459e-03 1.961630e-06 1.123251e-05 1.093313e-03 -3.152860e-05
## 2 2.074484e-03 1.366075e-06 2.127294e-05 2.345565e-03 -3.480266e-05
## 3 1.624776e-03 1.709721e-08 1.376119e-05 1.445145e-05 -3.480638e-05
## 4 4.900252e-04 -5.955549e-07 1.004044e-05 1.252252e-03 -3.274066e-06
## 5 4.031697e-05 -1.944533e-06 2.528685e-06 -1.078861e-03 -3.277781e-06
## 6 -4.497082e-04 -1.348978e-06 -7.511751e-06 -2.331113e-03 -3.715591e-09
## 7 2.105978e-02 -7.238862e-05 4.557274e-03 6.654220e-03 6.504681e-05
## 8 -3.537237e-02 -9.894958e-05 -3.506122e-04 -6.058597e-05 -1.519616e-05
## 9 -5.643215e-02 -2.656096e-05 -4.907887e-03 -6.714806e-03 -8.024297e-05
## 10 2.364482e-03 2.523742e-06 7.318348e-05 6.441937e-04 -2.162594e-08
## 11 4.972445e-03 -1.874083e-08 2.726015e-04 9.826162e-03 -1.874083e-08
## 12 4.563031e-03 5.250066e-05 1.835810e-04 5.483812e-03 -1.293737e-08
## 13 2.607963e-03 -2.542483e-06 1.994181e-04 9.181968e-03 2.885103e-09
## 14 2.198549e-03 4.997691e-05 1.103975e-04 4.839618e-03 8.688563e-09
## 15 -4.094138e-04 5.251940e-05 -8.902053e-05 -4.342350e-03 5.803460e-09
## 16 4.981557e-03 -3.030927e-06 -3.567327e-05 2.273405e-06 1.420213e-06
## 17 6.830244e-03 2.040927e-04 2.545466e-04 3.326119e-05 1.742159e-04
## 18 8.180041e-03 3.612176e-04 3.843277e-04 4.310099e-05 3.784078e-04
## 19 1.848687e-03 2.071237e-04 2.902198e-04 3.098778e-05 1.727957e-04
## 20 3.198484e-03 3.642485e-04 4.200009e-04 4.082758e-05 3.769876e-04
## 21 1.349797e-03 1.571249e-04 1.297811e-04 9.839799e-06 2.041919e-04
## 22 1.030968e-03 7.636363e-07 -1.206062e-08 -1.206062e-08 1.066265e-06
## 23 2.529952e-02 -1.710528e-09 4.496499e-06 -1.710528e-09 -1.710528e-09
## 24 3.015122e-02 -3.178088e-09 7.729667e-06 1.900953e-05 -3.178088e-09
## 25 2.426855e-02 -7.653468e-07 4.508560e-06 1.035009e-08 -1.067976e-06
## 26 2.912025e-02 -7.668144e-07 7.741728e-06 1.902159e-05 -1.069443e-06
## 27 4.851696e-03 -1.467560e-09 3.233168e-06 1.901124e-05 -1.467560e-09
## 28 5.804344e-02 4.032807e-07 1.102893e-05 6.303142e-06 -5.318016e-09
## 29 7.857532e-02 7.113843e-05 -8.724444e-06 1.708391e-06 -9.871847e-10
## 30 6.628258e-02 8.833841e-10 9.807832e-06 8.833841e-10 8.833841e-10
## 31 2.053188e-02 7.073515e-05 -1.975338e-05 -4.594751e-06 4.330831e-09
## 32 8.239139e-03 -4.023974e-07 -1.221103e-06 -6.302259e-06 6.201400e-09
## 33 -1.229274e-02 -7.113755e-05 1.853228e-05 -1.707507e-06 1.870569e-09
## 34 8.470832e-02 -1.013504e-05 1.742864e-04 1.017991e-05 1.928493e-09
## 35 1.115969e-01 -8.034502e-06 7.855035e-05 1.493220e-03 2.640575e-06
## 36 -7.067013e-03 4.788609e-05 5.318783e-05 2.505179e-03 3.863794e-06
## 37 2.688859e-02 2.100542e-06 -9.573600e-05 1.483040e-03 2.638646e-06
## 38 -9.177533e-02 5.802114e-05 -1.210985e-04 2.494999e-03 3.861866e-06
## 39 -1.186639e-01 5.592060e-05 -2.536253e-05 1.011959e-03 1.223219e-06
## 40 -7.028832e-02 -3.398094e-04 -9.522405e-05 -9.452506e-04 1.203397e-04
## 41 2.732663e-03 -9.800970e-04 -6.901044e-04 -4.245421e-05 -9.660477e-04
## 42 5.872481e-03 -1.020629e-03 -8.519385e-04 -3.380493e-05 -9.991468e-04
## 43 8.761805e-03 -1.010652e-03 -8.596268e-04 -3.668299e-05 -9.991443e-04
## 44 3.139818e-03 -4.053245e-05 -1.618341e-04 8.649283e-06 -3.309906e-05
## 45 6.029142e-03 -3.055544e-05 -1.695224e-04 5.771225e-06 -3.309659e-05
## 46 2.889324e-03 9.977012e-06 -7.688304e-06 -2.878059e-06 2.466493e-09
## 47 5.131254e-02 2.842772e-05 4.114415e-05 2.401233e-04 2.806443e-06
## 48 6.541265e-02 -8.435439e-07 7.168462e-05 2.936819e-04 3.185131e-05
## 49 1.410012e-02 -2.927126e-05 3.054047e-05 5.355867e-05 2.904487e-05
## 50 -1.621091e-02 -6.701706e-04 -1.825416e-02 -1.862983e-04 -9.909639e-04
## 51 -2.050463e-02 -1.665890e-03 -1.750906e-02 -2.386696e-04 -2.762814e-03
## 52 -3.007824e-02 -1.514776e-03 -1.608456e-02 -2.202298e-04 -2.536269e-03
## 53 -4.293722e-03 -9.957198e-04 7.451062e-04 -5.237136e-05 -1.771850e-03
## 54 -1.386733e-02 -8.446056e-04 2.169600e-03 -3.393154e-05 -1.545305e-03
## 55 -9.573606e-03 1.511142e-04 1.424494e-03 1.843982e-05 2.265451e-04
## 56 1.159851e-03 9.290378e-07 3.526664e-06 3.268568e-06 3.376704e-07
## 57 -1.237450e-03 1.029202e-08 -3.322214e-07 3.001328e-07 -7.910753e-07
## 58 -1.236434e-03 1.503217e-08 -3.274812e-07 1.185649e-06 6.521765e-07
## 59 -2.397300e-03 -9.187457e-07 -3.858885e-06 -2.968435e-06 -1.128746e-06
## 60 -2.396284e-03 -9.140056e-07 -3.854145e-06 -2.082919e-06 3.145060e-07
## 61 1.016078e-06 4.740145e-09 4.740145e-09 8.855166e-07 1.443252e-06
## 62 3.770927e-03 3.908675e-06 2.190804e-05 3.067280e-06 1.690487e-06
## 63 3.282264e-04 -2.604077e-10 1.132148e-06 1.407203e-06 -2.604077e-10
## 64 1.066447e-02 1.306016e-06 1.100934e-04 4.361144e-06 3.379126e-06
## 65 -3.442701e-03 -3.908935e-06 -2.077589e-05 -1.660077e-06 -1.690747e-06
## 66 6.893546e-03 -2.602659e-06 8.818533e-05 1.293865e-06 1.688639e-06
## 67 1.033625e-02 1.306276e-06 1.089612e-04 2.953942e-06 3.379386e-06
## 68 7.568180e-02 4.164326e-03 1.083380e-02 1.988174e-05 3.683175e-03
## 69 5.470580e-02 8.146024e-04 7.404294e-03 2.759366e-06 7.669771e-04
## 70 9.220939e-02 6.324301e-03 1.026347e-02 3.309212e-09 4.701140e-03
## 71 -2.097600e-02 -3.349724e-03 -3.429506e-03 -1.712238e-05 -2.916198e-03
## 72 1.652760e-02 2.159975e-03 -5.703348e-04 -1.987843e-05 1.017965e-03
## 73 3.750360e-02 5.509698e-03 2.859171e-03 -2.756057e-06 3.934163e-03
## microbe_109 microbe_110 microbe_111 microbe_112 microbe_113
## 1 -1.731971e-04 -9.793146e-03 -2.752320e-02 2.349278e-06 1.722642e-04
## 2 -5.073678e-04 7.792397e-04 -2.475881e-02 7.260685e-06 -5.591071e-05
## 3 -2.023541e-04 -5.698374e-03 -2.823287e-02 5.243224e-05 -8.159507e-05
## 4 -3.341708e-04 1.057239e-02 2.764398e-03 4.911407e-06 -2.281750e-04
## 5 -2.915707e-05 4.094772e-03 -7.096620e-04 5.008296e-05 -2.538593e-04
## 6 3.050137e-04 -6.477613e-03 -3.474060e-03 4.517155e-05 -2.568436e-05
## 7 -1.000811e-04 -2.523961e-05 2.806260e-04 9.629646e-06 2.391005e-03
## 8 -5.187382e-05 3.400514e-06 -2.908175e-05 -9.177301e-08 -1.074462e-04
## 9 4.820727e-05 2.864013e-05 -3.097077e-04 -9.721419e-06 -2.498451e-03
## 10 1.493449e-04 -1.277584e-02 -4.318336e-02 -1.113692e-05 2.207131e-05
## 11 -6.874847e-05 4.289679e-02 -4.010129e-02 -1.285518e-05 1.054247e-04
## 12 -5.135913e-05 1.975194e-02 -4.302804e-02 -2.952767e-06 4.062864e-04
## 13 -2.180933e-04 5.567263e-02 3.082073e-03 -1.718255e-06 8.335339e-05
## 14 -2.007040e-04 3.252778e-02 1.553196e-04 8.184156e-06 3.842150e-04
## 15 1.738934e-05 -2.314486e-02 -2.926753e-03 9.902410e-06 3.008617e-04
## 16 1.157913e-03 1.899619e-05 -4.481778e-03 4.491985e-03 3.801791e-03
## 17 -1.137722e-03 1.140393e-04 -4.568716e-03 -2.507602e-03 7.590809e-03
## 18 -1.331135e-03 4.280538e-06 -4.461412e-03 -3.947900e-03 7.442181e-03
## 19 -2.295636e-03 9.504307e-05 -8.693807e-05 -6.999588e-03 3.789018e-03
## 20 -2.489048e-03 -1.471565e-05 2.036509e-05 -8.439885e-03 3.640390e-03
## 21 -1.934122e-04 -1.097587e-04 1.073032e-04 -1.440298e-03 -1.486278e-04
## 22 -1.624598e-04 1.212075e-05 -2.811633e-05 -2.207670e-05 2.282504e-03
## 23 2.190767e-04 6.318741e-05 -6.735148e-06 -2.065160e-05 1.981852e-03
## 24 7.262984e-05 3.364680e-04 -1.075647e-05 6.689279e-06 1.971981e-03
## 25 3.815365e-04 5.106666e-05 2.138118e-05 1.425096e-06 -3.006515e-04
## 26 2.350896e-04 3.243473e-04 1.735986e-05 2.876598e-05 -3.105234e-04
## 27 -1.464468e-04 2.732806e-04 -4.021322e-06 2.734088e-05 -9.871917e-06
## 28 6.898523e-04 1.345068e-06 5.126016e-05 5.526127e-07 2.389367e-03
## 29 8.188643e-05 1.628932e-05 -1.209061e-05 -9.871847e-10 1.243015e-03
## 30 1.521699e-03 1.874416e-05 1.085938e-04 8.833841e-10 3.001228e-03
## 31 -6.079659e-04 1.494425e-05 -6.335077e-05 -5.535999e-07 -1.146352e-03
## 32 8.318462e-04 1.739909e-05 5.733366e-05 -5.517293e-07 6.118612e-04
## 33 1.439812e-03 2.454834e-06 1.206844e-04 1.870569e-09 1.758214e-03
## 34 -5.354305e-04 7.523900e-06 -3.900324e-04 2.932794e-05 3.201051e-05
## 35 -8.877201e-04 9.185571e-05 -4.144460e-04 9.005385e-06 1.733514e-04
## 36 -9.703083e-04 1.412058e-04 -3.741214e-04 -5.069678e-06 6.057380e-05
## 37 -3.522896e-04 8.433181e-05 -2.441359e-05 -2.032256e-05 1.413409e-04
## 38 -4.348777e-04 1.336819e-04 1.591105e-05 -3.439762e-05 2.856329e-05
## 39 -8.258818e-05 4.935013e-05 4.032463e-05 -1.407506e-05 -1.127776e-04
## 40 2.223640e-04 -3.711399e-03 -2.421549e-06 1.199588e-06 1.522993e-03
## 41 4.833722e-04 5.692727e-04 5.766414e-06 1.268902e-04 1.628518e-03
## 42 1.014364e-03 1.136252e-04 6.637314e-05 2.354730e-04 8.360610e-03
## 43 7.694716e-04 1.610155e-04 4.651800e-05 1.811220e-04 4.142516e-03
## 44 5.309919e-04 -4.556475e-04 6.060673e-05 1.085828e-04 6.732092e-03
## 45 2.860994e-04 -4.082572e-04 4.075159e-05 5.423178e-05 2.513997e-03
## 46 -2.448925e-04 4.739025e-05 -1.985514e-05 -5.435102e-05 -4.218095e-03
## 47 -2.080313e-03 -2.534253e-03 -1.158013e-02 -2.126922e-05 4.070138e-04
## 48 -2.129115e-03 -5.680536e-03 -1.151504e-02 -1.443118e-04 -4.452829e-05
## 49 -4.880117e-05 -3.146283e-03 6.509205e-05 -1.230426e-04 -4.515421e-04
## 50 1.194427e-05 -2.013996e-04 1.014084e-04 -5.099984e-03 -5.603935e-04
## 51 -1.250644e-04 -1.237346e-04 -1.780776e-07 -5.018290e-03 7.578318e-04
## 52 3.286822e-04 -1.194691e-04 4.048540e-05 -6.538255e-03 4.108055e-04
## 53 -1.370087e-04 7.766499e-05 -1.015865e-04 8.169373e-05 1.318225e-03
## 54 3.167379e-04 8.193049e-05 -6.092302e-05 -1.438271e-03 9.711990e-04
## 55 4.537466e-04 4.265507e-06 4.066348e-05 -1.519964e-03 -3.470263e-04
## 56 4.846339e-05 3.485584e-06 1.015640e-02 -5.330383e-06 1.680576e-03
## 57 7.611783e-05 -7.650701e-06 5.757714e-04 -8.174651e-06 1.075906e-03
## 58 1.716620e-03 6.725484e-05 1.885494e-03 -1.641191e-05 2.077620e-03
## 59 2.765444e-05 -1.113628e-05 -9.580632e-03 -2.844268e-06 -6.046708e-04
## 60 1.668156e-03 6.376926e-05 -8.270909e-03 -1.108153e-05 3.970433e-04
## 61 1.640502e-03 7.490554e-05 1.309723e-03 -8.237260e-06 1.001714e-03
## 62 2.120311e-04 -1.019348e-02 -1.429430e-02 -7.695940e-04 1.238929e-03
## 63 -9.618121e-06 -1.008565e-02 7.779099e-03 -5.514230e-04 1.062350e-02
## 64 -5.193980e-04 -1.009964e-02 -5.591060e-03 -6.566923e-04 8.577862e-03
## 65 -2.216492e-04 1.078259e-04 2.207340e-02 2.181710e-04 9.384572e-03
## 66 -7.314290e-04 9.384129e-05 8.703244e-03 1.129017e-04 7.338933e-03
## 67 -5.097799e-04 -1.398462e-05 -1.337016e-02 -1.052694e-04 -2.045640e-03
## 68 3.545585e-05 1.274219e-02 -2.687216e-02 -3.639166e-06 7.243906e-04
## 69 1.201329e-03 1.405426e-02 -2.697412e-02 -3.636382e-06 2.709683e-04
## 70 2.486711e-03 6.402983e-03 -2.597088e-02 -3.630095e-06 1.756622e-03
## 71 1.165873e-03 1.312070e-03 -1.019539e-04 2.783735e-09 -4.534224e-04
## 72 2.451255e-03 -6.339208e-03 9.012841e-04 9.071025e-09 1.032231e-03
## 73 1.285382e-03 -7.651278e-03 1.003238e-03 6.287290e-09 1.485654e-03
## microbe_114 microbe_115 microbe_116 microbe_117 microbe_118
## 1 -5.005515e-05 3.553326e-02 -1.790956e-03 3.472891e-05 1.563958e-02
## 2 -5.156773e-05 2.936192e-02 -3.691808e-05 4.079265e-06 4.200208e-03
## 3 -4.221039e-05 2.274820e-02 -1.599854e-03 1.038524e-05 2.084876e-02
## 4 -1.512586e-06 -6.171340e-03 1.754038e-03 -3.064964e-05 -1.143937e-02
## 5 7.844757e-06 -1.278506e-02 1.911019e-04 -2.434367e-05 5.209183e-03
## 6 9.357343e-06 -6.613716e-03 -1.562936e-03 6.305972e-06 1.664855e-02
## 7 2.047387e-06 4.420518e-03 4.221069e-05 3.103913e-02 -1.377407e-02
## 8 2.348262e-09 1.540253e-02 2.592861e-05 -4.760097e-04 -2.451772e-02
## 9 -2.045038e-06 1.098201e-02 -1.628208e-05 -3.151514e-02 -1.074365e-02
## 10 -1.246757e-05 1.025400e-02 -1.425661e-05 1.435016e-05 1.152595e-03
## 11 8.942365e-06 -9.843757e-03 1.576839e-05 1.456488e-05 8.194313e-04
## 12 -4.567637e-06 -1.466240e-02 -1.201394e-05 4.137205e-06 1.357876e-03
## 13 2.140993e-05 -2.009776e-02 3.002500e-05 2.147197e-07 -3.331639e-04
## 14 7.899931e-06 -2.491639e-02 2.242662e-06 -1.021296e-05 2.052805e-04
## 15 -1.351000e-05 -4.818639e-03 -2.778234e-05 -1.042768e-05 5.384444e-04
## 16 -7.522332e-04 -1.346688e-03 6.931133e-04 -2.496019e-04 2.453147e-03
## 17 -8.014959e-04 -1.258804e-03 4.629724e-04 -2.473342e-04 3.680148e-03
## 18 -6.727990e-04 -5.769598e-04 6.969509e-04 -2.108479e-04 4.456841e-03
## 19 -4.926278e-05 8.788362e-05 -2.301409e-04 2.267700e-06 1.227000e-03
## 20 7.943415e-05 7.697281e-04 3.837581e-06 3.875397e-05 2.003693e-03
## 21 1.286969e-04 6.818444e-04 2.339785e-04 3.648627e-05 7.766932e-04
## 22 -1.657573e-05 1.426644e-03 -1.989945e-05 -2.023365e-04 3.941068e-04
## 23 -1.163548e-05 -6.428714e-04 1.618632e-05 7.032347e-04 2.242782e-04
## 24 2.452744e-08 3.414156e-04 5.196159e-05 2.313280e-04 1.245801e-04
## 25 4.940252e-06 -2.069515e-03 3.608577e-05 9.055713e-04 -1.698286e-04
## 26 1.660026e-05 -1.085228e-03 7.186104e-05 4.336646e-04 -2.695267e-04
## 27 1.166000e-05 9.842870e-04 3.577528e-05 -4.719067e-04 -9.969814e-05
## 28 -3.623686e-03 -7.806075e-05 -2.232294e-05 -2.060433e-03 -4.865851e-04
## 29 -3.696596e-03 -9.173589e-05 -1.793065e-05 -4.082120e-03 -6.051831e-04
## 30 -2.483901e-03 1.149848e-04 -9.194877e-06 -2.127021e-03 2.604084e-04
## 31 -7.290930e-05 -1.367514e-05 4.392289e-06 -2.021687e-03 -1.185980e-04
## 32 1.139786e-03 1.930455e-04 1.312806e-05 -6.658747e-05 7.469935e-04
## 33 1.212695e-03 2.067207e-04 8.735775e-06 1.955099e-03 8.655916e-04
## 34 -3.530105e-05 -9.558997e-02 -4.888562e-05 3.488217e-04 5.160375e-04
## 35 1.030018e-05 -7.106491e-02 1.154617e-04 1.038523e-03 8.911085e-04
## 36 1.533408e-04 -9.585728e-02 -6.007934e-07 1.231057e-04 6.295050e-04
## 37 4.560123e-05 2.452506e-02 1.643473e-04 6.897016e-04 3.750710e-04
## 38 1.886419e-04 -2.673119e-04 4.828482e-05 -2.257160e-04 1.134675e-04
## 39 1.430407e-04 -2.479237e-02 -1.160625e-04 -9.154176e-04 -2.616035e-04
## 40 1.430163e-04 -2.162947e-02 3.659211e-04 9.470316e-03 -6.463659e-03
## 41 2.202762e-04 1.486093e-02 3.567182e-06 2.458368e-03 2.310455e-02
## 42 6.337556e-05 -1.325233e-03 1.979864e-05 2.593252e-04 2.885056e-03
## 43 8.406022e-04 -1.077423e-04 4.194317e-06 3.591290e-05 -6.626175e-03
## 44 -1.569007e-04 -1.618616e-02 1.623145e-05 -2.199043e-03 -2.021950e-02
## 45 6.203260e-04 -1.496867e-02 6.271353e-07 -2.422455e-03 -2.973073e-02
## 46 7.772267e-04 1.217491e-03 -1.560432e-05 -2.234123e-04 -9.511232e-03
## 47 2.428754e-06 -2.161527e-02 -3.691852e-05 1.929849e-06 8.358594e-04
## 48 -6.321374e-06 -2.639514e-03 -3.286220e-05 7.237057e-06 1.007429e-03
## 49 -8.750128e-06 1.897575e-02 4.056318e-06 5.307208e-06 1.715696e-04
## 50 2.378346e-06 -2.298790e-02 5.028738e-05 4.838395e-02 -2.100339e-03
## 51 2.951526e-06 -4.177388e-02 -2.952386e-06 6.210307e-02 2.741603e-03
## 52 1.886709e-05 -4.082594e-02 3.981325e-05 2.722084e-02 -3.265244e-03
## 53 5.731802e-07 -1.878598e-02 -5.323977e-05 1.371912e-02 4.841942e-03
## 54 1.648874e-05 -1.783804e-02 -1.047414e-05 -2.116311e-02 -1.164904e-03
## 55 1.591556e-05 9.479422e-04 4.276563e-05 -3.488223e-02 -6.006847e-03
## 56 5.602393e-06 5.086822e-03 -2.601905e-05 4.016228e-05 2.344902e-02
## 57 1.218144e-06 -5.094674e-03 -4.098300e-05 1.326005e-05 6.252394e-03
## 58 3.350350e-06 3.072430e-02 -2.276039e-05 2.395463e-05 5.801382e-03
## 59 -4.384249e-06 -1.018150e-02 -1.496395e-05 -2.690223e-05 -1.719663e-02
## 60 -2.252043e-06 2.563748e-02 3.258662e-06 -1.620765e-05 -1.764764e-02
## 61 2.132206e-06 3.581898e-02 1.822261e-05 1.069458e-05 -4.510119e-04
## 62 -1.110727e-05 -4.165378e-03 4.727381e-05 -3.525748e-04 1.048155e-02
## 63 5.459413e-05 4.145405e-04 4.171132e-06 -3.396772e-04 1.025744e-02
## 64 4.046238e-05 -2.486396e-03 -5.734721e-09 -3.361967e-04 2.773987e-02
## 65 6.570140e-05 4.579919e-03 -4.310268e-05 1.289759e-05 -2.241156e-04
## 66 5.156965e-05 1.678982e-03 -4.727955e-05 1.637813e-05 1.725832e-02
## 67 -1.413175e-05 -2.900936e-03 -4.176867e-06 3.480540e-06 1.748243e-02
## 68 1.123352e-04 1.142816e-01 2.592445e-05 1.031412e-05 4.090022e-03
## 69 3.644379e-06 5.894943e-02 1.262754e-04 7.128745e-07 6.923322e-04
## 70 6.172244e-05 5.146574e-02 1.386104e-04 6.646058e-07 9.043171e-04
## 71 -1.086908e-04 -5.533218e-02 1.003510e-04 -9.601245e-06 -3.397690e-03
## 72 -5.061279e-05 -6.281587e-02 1.126860e-04 -9.649514e-06 -3.185705e-03
## 73 5.807806e-05 -7.483686e-03 1.233500e-05 -4.826866e-08 2.119849e-04
## microbe_119 microbe_120 microbe_121 microbe_122 microbe_123
## 1 1.046285e-05 1.414432e-10 1.414432e-10 -2.374126e-06 -2.459359e-06
## 2 7.063335e-06 7.059683e-09 1.421068e-06 5.933262e-03 5.814234e-05
## 3 1.442672e-04 3.344092e-09 3.344092e-09 1.294294e-03 1.469333e-04
## 4 -3.399514e-06 6.918240e-09 1.420927e-06 5.935636e-03 6.060170e-05
## 5 1.338044e-04 3.202648e-09 3.202648e-09 1.296668e-03 1.493926e-04
## 6 1.372039e-04 -3.715591e-09 -1.417724e-06 -4.638968e-03 8.879095e-05
## 7 -6.996128e-03 -5.733257e-03 -1.085654e-02 -2.061733e-05 3.307906e-04
## 8 -4.820333e-03 -4.343750e-03 -6.472047e-03 6.791124e-06 -4.751076e-06
## 9 2.175794e-03 1.389508e-03 4.384492e-03 2.740846e-05 -3.355417e-04
## 10 -3.132326e-06 -2.162594e-08 -2.162594e-08 -1.080933e-06 -2.600462e-06
## 11 -3.129441e-06 -1.874083e-08 -1.874083e-08 1.901638e-06 4.088642e-06
## 12 5.260261e-07 -1.293737e-08 -1.293737e-08 1.624503e-06 1.453204e-04
## 13 2.885103e-09 2.885103e-09 2.885103e-09 2.982571e-06 6.689103e-06
## 14 3.658352e-06 8.688563e-09 8.688563e-09 2.705436e-06 1.479208e-04
## 15 3.655467e-06 5.803460e-09 5.803460e-09 -2.771343e-07 1.412317e-04
## 16 1.863070e-04 7.629607e-09 9.716131e-07 1.886729e-03 4.293153e-03
## 17 -1.085082e-05 1.734778e-08 5.871438e-06 1.898975e-03 2.479360e-03
## 18 -9.381932e-05 1.884143e-06 -3.851750e-06 1.624382e-03 7.633856e-04
## 19 -1.971578e-04 9.718170e-09 4.899824e-06 1.224589e-05 -1.813793e-03
## 20 -2.801263e-04 1.876514e-06 -4.823363e-06 -2.623474e-04 -3.529768e-03
## 21 -8.296850e-05 1.866796e-06 -9.723188e-06 -2.745933e-04 -1.715974e-03
## 22 2.190378e-06 -1.206062e-08 -1.206062e-08 8.169962e-04 4.172299e-04
## 23 -1.710528e-09 -1.710528e-09 -1.710528e-09 3.663047e-03 4.341077e-05
## 24 -3.178088e-09 -3.178088e-09 -3.178088e-09 6.445531e-03 1.897504e-04
## 25 -2.192089e-06 1.035009e-08 1.035009e-08 2.846051e-03 -3.738191e-04
## 26 -2.193556e-06 8.882529e-09 8.882529e-09 5.628535e-03 -2.274795e-04
## 27 -1.467560e-09 -1.467560e-09 -1.467560e-09 2.782484e-03 1.463396e-04
## 28 2.078334e-05 1.316761e-06 -5.318016e-09 1.300771e-04 1.898722e-05
## 29 2.574771e-05 -1.402578e-06 -9.871847e-10 3.322943e-05 4.682947e-05
## 30 6.771428e-05 -1.400707e-06 8.833841e-10 1.841551e-04 4.733919e-05
## 31 4.964369e-06 -2.719339e-06 4.330831e-09 -9.684763e-05 2.784225e-05
## 32 4.693094e-05 -2.717468e-06 6.201400e-09 5.407804e-05 2.835197e-05
## 33 4.196657e-05 1.870569e-09 1.870569e-09 1.509257e-04 5.097197e-07
## 34 1.928493e-09 1.928493e-09 1.928493e-09 -1.734530e-07 -3.913881e-06
## 35 8.110816e-07 7.071060e-09 7.071060e-09 -3.782422e-06 -4.977725e-06
## 36 1.241262e-04 5.763240e-09 5.763240e-09 -2.757145e-06 -4.979032e-06
## 37 8.091531e-07 5.142567e-09 5.142567e-09 -3.608969e-06 -1.063843e-06
## 38 1.241243e-04 3.834747e-09 3.834747e-09 -2.583692e-06 -1.065151e-06
## 39 1.233152e-04 -1.307820e-09 -1.307820e-09 1.025277e-06 -1.307820e-09
## 40 -3.589593e-05 -3.872648e-09 -3.919996e-06 4.427057e-04 -2.436096e-04
## 41 -5.983633e-03 -3.255450e-04 -2.680409e-03 5.087254e-04 -4.257493e-04
## 42 -9.354936e-03 -4.815506e-04 -3.634863e-03 8.305576e-04 -1.096514e-03
## 43 -9.066724e-03 -4.329978e-04 -3.714756e-03 1.239365e-03 -8.303903e-04
## 44 -3.371303e-03 -1.560057e-04 -9.544538e-04 3.218322e-04 -6.707648e-04
## 45 -3.083092e-03 -1.074528e-04 -1.034346e-03 7.306393e-04 -4.046410e-04
## 46 2.882115e-04 4.855286e-05 -7.989251e-05 4.088070e-04 2.661238e-04
## 47 -1.991453e-03 -2.981095e-03 -4.353590e-03 2.318987e-04 -1.550698e-04
## 48 -2.688144e-03 -4.307259e-03 -6.557571e-03 5.834208e-04 1.022662e-04
## 49 -6.966911e-04 -1.326164e-03 -2.203981e-03 3.515221e-04 2.573360e-04
## 50 3.712852e-07 -3.053535e-05 -9.981943e-06 5.283487e-03 8.042874e-04
## 51 -2.504282e-09 -5.664875e-05 -1.036178e-05 2.226653e-03 7.661741e-05
## 52 1.607227e-06 -9.298476e-05 -4.186030e-06 1.409256e-03 -7.803790e-06
## 53 -3.737895e-07 -2.611340e-05 -3.798404e-07 -3.056835e-03 -7.276700e-04
## 54 1.235942e-06 -6.244941e-05 5.795913e-06 -3.874232e-03 -8.120912e-04
## 55 1.609732e-06 -3.633601e-05 6.175753e-06 -8.173969e-04 -8.442121e-05
## 56 7.479262e-09 -1.482230e-06 7.479262e-09 -3.313581e-04 4.656982e-05
## 57 4.307216e-07 -9.649985e-07 1.029202e-08 -3.256197e-04 -3.916770e-06
## 58 1.503217e-08 -7.569982e-07 1.503217e-08 -3.323827e-04 4.223272e-04
## 59 4.232423e-07 5.172317e-07 2.812763e-09 5.738407e-06 -5.048659e-05
## 60 7.552908e-09 7.252320e-07 7.552908e-09 -1.024575e-06 3.757574e-04
## 61 -4.156894e-07 2.080003e-07 4.740145e-09 -6.762982e-06 4.262440e-04
## 62 -8.350407e-02 -5.017082e-05 -5.159554e-03 -7.339953e-05 1.017705e-04
## 63 -2.678099e-02 -4.540082e-05 -3.725330e-03 -5.741149e-05 1.286628e-05
## 64 -4.783410e-02 -7.883747e-04 -4.670425e-03 1.076254e-04 1.971953e-05
## 65 5.672308e-02 4.769998e-06 1.434224e-03 1.598805e-05 -8.890422e-05
## 66 3.566998e-02 -7.382039e-04 4.891283e-04 1.810249e-04 -8.205098e-05
## 67 -2.105310e-02 -7.429739e-04 -9.450953e-04 1.650369e-04 6.853242e-06
## 68 -1.354725e-05 -5.761813e-09 -5.761813e-09 4.757750e-05 3.952852e-04
## 69 -1.407955e-05 -2.978078e-09 -2.978078e-09 3.738587e-05 1.604041e-04
## 70 -4.073532e-06 3.191859e-06 3.309212e-09 2.132370e-04 3.497198e-04
## 71 -5.323000e-07 2.783735e-09 2.783735e-09 -1.019163e-05 -2.348811e-04
## 72 9.473719e-06 3.197620e-06 9.071025e-09 1.656595e-04 -4.556544e-05
## 73 1.000602e-05 3.194837e-06 6.287290e-09 1.758511e-04 1.893156e-04
## microbe_124 microbe_125 microbe_126 microbe_127 microbe_128
## 1 -9.291812e-04 1.995043e-04 1.414432e-10 -9.183419e-03 1.625303e-04
## 2 3.942866e-03 5.679996e-04 1.718248e-05 -8.287781e-03 1.056193e-03
## 3 -1.308491e-03 3.860013e-04 3.344092e-09 -9.380855e-03 3.586963e-04
## 4 4.872048e-03 3.684952e-04 1.718234e-05 8.956381e-04 8.936632e-04
## 5 -3.793102e-04 1.864970e-04 3.202648e-09 -1.974358e-04 1.961660e-04
## 6 -5.251358e-03 -1.819983e-04 -1.717914e-05 -1.093074e-03 -6.974971e-04
## 7 1.608726e-03 -3.286039e-04 -5.347701e-06 -2.652116e-05 1.378206e-02
## 8 -2.641300e-04 1.179316e-04 -1.751633e-05 -1.734206e-05 1.303168e-02
## 9 -1.872856e-03 4.465355e-04 -1.216863e-05 9.179103e-06 -7.503725e-04
## 10 4.607926e-03 1.046418e-04 -2.162594e-08 -6.466988e-03 -5.141805e-02
## 11 5.621338e-03 3.060940e-04 -1.874083e-08 -1.149235e-02 -4.764321e-02
## 12 9.239769e-03 1.562050e-04 -1.293737e-08 -6.646934e-03 -4.884720e-02
## 13 1.013412e-03 2.014522e-04 2.885103e-09 -5.025359e-03 3.774835e-03
## 14 4.631843e-03 5.156318e-05 8.688563e-09 -1.799467e-04 2.570843e-03
## 15 3.618431e-03 -1.498890e-04 5.803460e-09 4.845412e-03 -1.203992e-03
## 16 -2.227097e-05 9.340521e-07 -4.645689e-04 -9.123665e-04 -2.765255e-04
## 17 5.870391e-05 -1.426956e-05 -5.001902e-04 -1.007749e-03 -3.755986e-04
## 18 4.659734e-05 -4.854974e-05 -4.776951e-04 -9.830299e-04 -3.420398e-04
## 19 8.097487e-05 -1.520362e-05 -3.562131e-05 -9.538264e-05 -9.907313e-05
## 20 6.886831e-05 -4.948380e-05 -1.312627e-05 -7.066340e-05 -6.551435e-05
## 21 -1.210657e-05 -3.428018e-05 2.249504e-05 2.471924e-05 3.355878e-05
## 22 1.013098e-05 6.819647e-04 -1.206062e-08 -1.793479e-05 -2.029763e-04
## 23 9.059038e-05 1.022914e-03 -1.710528e-09 -1.515299e-05 -9.388474e-05
## 24 4.189357e-06 8.941781e-03 4.422494e-06 -1.161043e-05 6.825769e-04
## 25 8.045939e-05 3.409496e-04 1.035009e-08 2.781800e-06 1.090915e-04
## 26 -5.941627e-06 8.259816e-03 4.434554e-06 6.324366e-06 8.855531e-04
## 27 -8.640102e-05 7.918867e-03 4.424204e-06 3.542566e-06 7.764616e-04
## 28 9.956677e-06 1.469592e-04 -1.231522e-05 -5.963847e-02 2.802155e-04
## 29 5.000046e-07 3.646022e-05 4.327169e-05 -8.036033e-02 6.076259e-05
## 30 -1.039104e-05 9.905441e-05 3.639892e-04 -3.998804e-02 -8.896103e-05
## 31 -9.456672e-06 -1.104990e-04 5.558692e-05 -2.072186e-02 -2.194529e-04
## 32 -2.034772e-05 -4.790483e-05 3.763044e-04 1.965043e-02 -3.691765e-04
## 33 -1.089105e-05 6.259418e-05 3.207175e-04 4.037229e-02 -1.497236e-04
## 34 9.816166e-07 2.385891e-04 1.928493e-09 -1.314550e-06 3.141208e-02
## 35 6.676414e-06 1.707949e-04 7.071060e-09 -1.309408e-06 3.450531e-02
## 36 5.763240e-09 1.512701e-04 5.763240e-09 -1.310716e-06 6.664158e-02
## 37 5.694797e-06 -6.779415e-05 5.142567e-09 5.142567e-09 3.093228e-03
## 38 -9.758534e-07 -8.731896e-05 3.834747e-09 3.834747e-09 3.522950e-02
## 39 -6.670650e-06 -1.952481e-05 -1.307820e-09 -1.307820e-09 3.213627e-02
## 40 1.805786e-04 -3.739062e-03 1.207131e-02 -3.872648e-09 -3.163690e-02
## 41 -2.457704e-06 -3.195833e-04 -1.485013e-03 2.195837e-05 1.015397e-04
## 42 -2.458341e-06 -3.094741e-04 4.889158e-03 -1.965046e-05 -2.577092e-04
## 43 -2.455874e-06 -4.903822e-04 2.864598e-03 -3.293972e-05 -2.004216e-04
## 44 -6.372735e-10 1.010916e-05 6.374171e-03 -4.160883e-05 -3.592490e-04
## 45 1.829220e-09 -1.707989e-04 4.349611e-03 -5.489809e-05 -3.019613e-04
## 46 2.466493e-09 -1.809081e-04 -2.024560e-03 -1.328926e-05 5.728765e-05
## 47 -1.307901e-04 -1.103107e-03 1.565521e-09 -2.115503e-04 -2.274972e-02
## 48 -5.247640e-05 -1.136568e-03 -8.616831e-10 -2.115528e-04 -2.997842e-02
## 49 7.831365e-05 -3.346102e-05 -2.427204e-09 -2.427204e-09 -7.228694e-03
## 50 3.085803e-03 9.530260e-05 -2.036615e-06 -4.132182e-04 1.386702e-05
## 51 2.527099e-03 3.331224e-04 -1.064777e-05 -2.265306e-03 -1.208909e-04
## 52 4.477969e-03 5.731205e-04 1.749793e-05 -1.740407e-04 -6.523181e-04
## 53 -5.587043e-04 2.378198e-04 -8.611156e-06 -1.852088e-03 -1.347579e-04
## 54 1.392166e-03 4.778179e-04 1.953455e-05 2.391775e-04 -6.661852e-04
## 55 1.950870e-03 2.399981e-04 2.814570e-05 2.091265e-03 -5.314273e-04
## 56 7.479262e-09 -3.787987e-04 -4.736877e-05 7.771884e-05 -4.923304e-03
## 57 9.477494e-07 -2.013838e-03 -3.898491e-05 1.255924e-04 -4.779948e-03
## 58 1.503217e-08 -5.851119e-04 -4.899764e-05 -1.585201e-05 -5.128545e-03
## 59 9.402702e-07 -1.635040e-03 8.383863e-06 4.787353e-05 1.433554e-04
## 60 7.552908e-09 -2.063132e-04 -1.628866e-06 -9.357085e-05 -2.052407e-04
## 61 -9.327173e-07 1.428727e-03 -1.001273e-05 -1.414444e-04 -3.485961e-04
## 62 7.176760e-04 8.635592e-04 -4.326380e-05 5.362006e-06 1.762740e-04
## 63 -1.861611e-04 2.556867e-04 2.322032e-03 -2.604077e-10 7.045911e-04
## 64 6.321365e-04 7.497317e-04 9.857410e-05 1.478152e-05 7.848258e-04
## 65 -9.038370e-04 -6.078725e-04 2.365295e-03 -5.362266e-06 5.283171e-04
## 66 -8.553945e-05 -1.138275e-04 1.418379e-04 9.419510e-06 6.085518e-04
## 67 8.182976e-04 4.940450e-04 -2.223457e-03 1.478178e-05 8.023469e-05
## 68 7.969653e-07 6.536697e-03 3.368917e-04 -1.797726e-06 -5.619662e-02
## 69 -2.978078e-09 2.100288e-03 1.566350e-04 1.207316e-05 -8.228201e-02
## 70 3.309212e-09 1.629897e-03 2.657877e-04 2.219810e-05 -7.395779e-02
## 71 -7.999434e-07 -4.436410e-03 -1.802567e-04 1.387088e-05 -2.608539e-02
## 72 -7.936561e-07 -4.906800e-03 -7.110403e-05 2.399583e-05 -1.776117e-02
## 73 6.287290e-09 -4.703908e-04 1.091526e-04 1.012494e-05 8.324219e-03
## microbe_129 microbe_130 microbe_131 microbe_132 microbe_133
## 1 2.123075e-04 -1.438768e-06 1.103997e-04 5.507261e-05 1.116283e-04
## 2 1.107394e-04 1.901217e-03 6.883878e-05 -7.404113e-07 -7.901744e-07
## 3 2.651301e-04 2.266579e-04 5.656998e-05 -7.441269e-07 1.812354e-05
## 4 -1.015681e-04 1.902656e-03 -4.156092e-05 -5.581303e-05 -1.124185e-04
## 5 5.282257e-05 2.280967e-04 -5.382972e-05 -5.581674e-05 -9.350474e-05
## 6 1.543907e-04 -1.674559e-03 -1.226880e-05 -3.715591e-09 1.891372e-05
## 7 -1.446158e-04 1.196876e-03 2.042658e-02 2.885350e-05 3.149724e-04
## 8 -1.315481e-04 -2.989981e-04 -4.550461e-03 1.612255e-05 -2.806868e-05
## 9 1.306773e-05 -1.495875e-03 -2.497704e-02 -1.273096e-05 -3.430411e-04
## 10 -2.770808e-03 1.079493e-02 1.405576e-04 -8.527054e-06 1.137549e-06
## 11 -2.925437e-03 5.645971e-04 -1.032349e-04 4.765661e-06 1.586993e-05
## 12 -2.846889e-03 1.172839e-02 -2.128146e-04 -8.518366e-06 1.360342e-06
## 13 -1.546288e-04 -1.023033e-02 -2.437925e-04 1.329272e-05 1.473238e-05
## 14 -7.608100e-05 9.334571e-04 -3.533721e-04 8.688563e-09 2.227931e-07
## 15 7.854780e-05 1.116379e-02 -1.095796e-04 -1.328403e-05 -1.450959e-05
## 16 2.692255e-01 1.229237e-02 -1.889275e-04 8.754958e-04 5.818791e-03
## 17 1.878798e-01 2.172652e-02 -1.283738e-04 8.181649e-04 2.021818e-02
## 18 1.926664e-01 1.353759e-02 -2.487464e-05 1.058463e-03 2.062733e-02
## 19 -8.134567e-02 9.434150e-03 6.055379e-05 -5.733090e-05 1.439939e-02
## 20 -7.655908e-02 1.245224e-03 1.640529e-04 1.829677e-04 1.480854e-02
## 21 4.786585e-03 -8.188926e-03 1.034991e-04 2.402986e-04 4.091505e-04
## 22 -3.806439e-04 -3.774157e-04 1.617105e-01 -4.442630e-05 -2.663053e-05
## 23 5.801127e-03 5.478221e-03 4.351477e-02 3.591368e-05 1.301665e-04
## 24 2.582271e-03 5.349058e-03 1.008232e-01 4.584945e-07 9.644183e-05
## 25 6.181771e-03 5.855637e-03 -1.181958e-01 8.033998e-05 1.567971e-04
## 26 2.962915e-03 5.726474e-03 -6.088727e-02 4.488480e-05 1.230724e-04
## 27 -3.218856e-03 -1.291635e-04 5.730848e-02 -3.545518e-05 -3.372469e-05
## 28 -6.963190e-04 1.564416e-02 3.610713e-06 5.099815e-06 9.679738e-05
## 29 -9.151645e-04 4.576742e-03 -4.292764e-06 -2.023524e-06 1.221981e-04
## 30 -4.657423e-04 1.440988e-02 1.432561e-05 1.899794e-07 3.663744e-05
## 31 -2.188455e-04 -1.106742e-02 -7.903476e-06 -7.123339e-06 2.540072e-05
## 32 2.305767e-04 -1.234279e-03 1.071490e-05 -4.909835e-06 -6.015994e-05
## 33 4.494222e-04 9.833142e-03 1.861837e-05 2.213504e-06 -8.556066e-05
## 34 -5.943942e-06 2.896378e-05 2.354952e-04 5.798013e-07 2.948097e-04
## 35 -5.790182e-05 7.782242e-04 8.298117e-05 6.382426e-05 -2.566239e-06
## 36 -2.392893e-04 1.924038e-04 2.213762e-04 5.763240e-09 -3.371557e-06
## 37 -5.195788e-05 7.492604e-04 -1.525140e-04 6.324446e-05 -2.973759e-04
## 38 -2.333453e-04 1.634400e-04 -1.411905e-05 -5.740381e-07 -2.981812e-04
## 39 -1.813875e-04 -5.858205e-04 1.383950e-04 -6.381850e-05 -8.053183e-07
## 40 1.044311e-04 2.543879e-05 -2.463497e-02 1.925385e-04 2.089777e-03
## 41 1.215060e-04 7.201433e-03 1.174327e-05 8.174091e-04 2.546818e-03
## 42 2.746546e-04 6.478823e-02 1.727071e-04 2.021844e-04 2.785545e-03
## 43 4.003930e-04 1.167872e-01 3.205124e-05 4.993316e-07 2.924304e-03
## 44 1.531487e-04 5.758679e-02 1.609638e-04 -6.152247e-04 2.387268e-04
## 45 2.788870e-04 1.095858e-01 2.030797e-05 -8.169097e-04 3.774852e-04
## 46 1.257384e-04 5.199900e-02 -1.406558e-04 -2.016851e-04 1.387584e-04
## 47 -1.155871e-02 1.385074e-03 7.295103e-06 7.890290e-06 3.614500e-04
## 48 -1.116793e-02 4.371702e-03 2.379908e-06 1.061158e-05 1.633350e-05
## 49 3.907765e-04 2.986628e-03 -4.915196e-06 2.721292e-06 -3.451165e-04
## 50 1.904890e-04 5.040560e-03 2.559718e-02 -7.786167e-07 3.218084e-04
## 51 2.324640e-04 4.293768e-03 1.684608e-02 3.305090e-04 8.902440e-05
## 52 3.232209e-04 1.763963e-03 1.197520e-02 1.962748e-05 1.972810e-04
## 53 4.197502e-05 -7.467923e-04 -8.751104e-03 3.312876e-04 -2.327840e-04
## 54 1.327320e-04 -3.276597e-03 -1.362198e-02 2.040610e-05 -1.245274e-04
## 55 9.075693e-05 -2.529805e-03 -4.870878e-03 -3.108815e-04 1.082566e-04
## 56 3.592657e-04 -2.649238e-04 1.000334e-04 7.479262e-09 -2.544405e-06
## 57 -5.084690e-04 -2.649210e-04 -4.420821e-05 1.029202e-08 -6.146772e-06
## 58 -7.935034e-04 -2.641431e-04 3.214902e-04 1.503217e-08 -7.784638e-06
## 59 -8.677348e-04 2.812763e-09 -1.442416e-04 2.812763e-09 -3.602368e-06
## 60 -1.152769e-03 7.806754e-07 2.214568e-04 7.552908e-09 -5.240233e-06
## 61 -2.850344e-04 7.778626e-07 3.656984e-04 4.740145e-09 -1.637865e-06
## 62 -5.789550e-03 -9.894835e-05 5.112535e-03 9.068546e-06 4.358035e-04
## 63 -5.603539e-03 1.130216e-06 4.686599e-03 2.408465e-05 9.315685e-04
## 64 -6.446743e-03 1.751924e-03 5.569950e-03 2.051120e-05 6.652845e-04
## 65 1.860112e-04 1.000786e-04 -4.259362e-04 1.501611e-05 4.957650e-04
## 66 -6.571924e-04 1.850873e-03 4.574152e-04 1.144266e-05 2.294810e-04
## 67 -8.432036e-04 1.750794e-03 8.833514e-04 -3.573452e-06 -2.662840e-04
## 68 -3.987433e-04 1.601230e-04 2.638562e-04 2.572407e-04 2.429977e-05
## 69 -6.500778e-04 9.922688e-05 4.557254e-04 2.357922e-04 1.717492e-05
## 70 -2.454366e-04 2.205533e-04 4.321947e-04 3.871073e-04 1.001827e-04
## 71 -2.513346e-04 -6.089613e-05 1.918692e-04 -2.144844e-05 -7.124850e-06
## 72 1.533067e-04 6.043029e-05 1.683385e-04 1.298666e-04 7.588295e-05
## 73 4.046412e-04 1.213264e-04 -2.353064e-05 1.513150e-04 8.300780e-05
## microbe_134 microbe_135 microbe_136 microbe_137 microbe_138
## 1 7.876152e-05 9.833830e-07 1.414432e-10 2.009890e-05 1.414432e-10
## 2 1.194302e-06 6.985336e-07 7.059683e-09 7.059683e-09 7.059683e-09
## 3 3.344092e-09 2.122768e-06 3.344092e-09 3.344092e-09 3.344092e-09
## 4 -7.756721e-05 -2.848493e-07 6.918240e-09 -2.009184e-05 6.918240e-09
## 5 -7.875817e-05 1.139385e-06 3.202648e-09 -2.009556e-05 3.202648e-09
## 6 -1.190957e-06 1.424234e-06 -3.715591e-09 -3.715591e-09 -3.715591e-09
## 7 3.973259e-05 8.055934e-05 1.000685e-03 8.320716e-04 5.849159e-04
## 8 -2.698538e-05 -1.063574e-05 -8.236445e-05 -6.386054e-05 -3.013178e-06
## 9 -6.671797e-05 -9.119507e-05 -1.083049e-03 -8.959321e-04 -5.879291e-04
## 10 -2.162594e-08 -2.162594e-08 3.212794e-04 2.973323e-06 -2.162594e-08
## 11 1.186733e-04 -1.874083e-08 3.096990e-03 4.108726e-02 1.101099e-04
## 12 3.656561e-05 4.695526e-06 3.601411e-03 3.627054e-02 1.745414e-05
## 13 1.186950e-04 2.885103e-09 2.775711e-03 4.108429e-02 1.101316e-04
## 14 3.658723e-05 4.717152e-06 3.280132e-03 3.626757e-02 1.747576e-05
## 15 -8.210774e-05 4.714267e-06 5.044210e-04 -4.816720e-03 -9.265580e-05
## 16 7.982257e-04 3.899382e-04 7.875242e-06 4.059633e-04 1.387771e-04
## 17 5.934092e-02 1.140631e-02 2.294543e-03 3.703621e-03 2.145328e-03
## 18 4.560781e-02 4.417730e-03 4.600447e-03 2.425628e-03 1.883869e-03
## 19 5.854270e-02 1.101638e-02 2.286668e-03 3.297658e-03 2.006551e-03
## 20 4.480959e-02 4.027792e-03 4.592572e-03 2.019664e-03 1.745092e-03
## 21 -1.373311e-02 -6.988584e-03 2.305904e-03 -1.277993e-03 -2.614590e-04
## 22 -1.206062e-08 -1.206062e-08 5.907171e-07 6.495368e-05 -1.206062e-08
## 23 -1.710528e-09 -1.710528e-09 -1.710528e-09 -8.392578e-07 -1.710528e-09
## 24 -3.178088e-09 -3.178088e-09 -3.178088e-09 2.876270e-06 -3.178088e-09
## 25 1.035009e-08 1.035009e-08 -5.924276e-07 -6.579293e-05 1.035009e-08
## 26 8.882529e-09 8.882529e-09 -5.938952e-07 -6.207741e-05 8.882529e-09
## 27 -1.467560e-09 -1.467560e-09 -1.467560e-09 3.715527e-06 -1.467560e-09
## 28 1.811348e-03 3.714421e-05 1.012870e-02 1.853496e-03 3.816687e-04
## 29 4.064606e-02 1.052592e-03 7.720850e-03 6.665539e-03 1.781442e-03
## 30 1.167960e-03 3.352456e-04 1.220061e-02 2.338779e-03 4.047447e-04
## 31 3.883471e-02 1.015448e-03 -2.407848e-03 4.812043e-03 1.399773e-03
## 32 -6.433882e-04 2.981014e-04 2.071914e-03 4.852836e-04 2.307597e-05
## 33 -3.947810e-02 -7.173462e-04 4.479762e-03 -4.326759e-03 -1.376697e-03
## 34 4.001978e-03 4.241169e-06 1.928493e-09 1.683309e-05 1.928493e-09
## 35 2.064988e-04 7.071060e-09 7.071060e-09 6.138300e-06 7.071060e-09
## 36 2.104092e-05 5.763240e-09 5.763240e-09 1.341218e-06 5.763240e-09
## 37 -3.795479e-03 -4.234098e-06 5.142567e-09 -1.069479e-05 5.142567e-09
## 38 -3.980937e-03 -4.235405e-06 3.834747e-09 -1.549187e-05 3.834747e-09
## 39 -1.854578e-04 -1.307820e-09 -1.307820e-09 -4.797082e-06 -1.307820e-09
## 40 1.948613e-04 2.515955e-05 9.216865e-04 -9.670498e-07 -1.175851e-05
## 41 -1.121521e-04 -4.785879e-03 -1.199830e-02 -1.068020e-03 -2.534244e-04
## 42 -1.059615e-04 -4.815789e-03 -1.211662e-02 -1.070583e-03 -2.542734e-04
## 43 -8.953999e-05 -4.830069e-03 -1.212136e-02 -1.073693e-03 -2.542709e-04
## 44 6.190659e-06 -2.991014e-05 -1.183202e-04 -2.562369e-06 -8.489788e-07
## 45 2.261213e-05 -4.418928e-05 -1.230680e-04 -5.672562e-06 -8.465123e-07
## 46 1.642147e-05 -1.427913e-05 -4.747735e-06 -3.110193e-06 2.466493e-09
## 47 4.332257e-05 5.726889e-05 2.028008e-03 5.000970e-03 3.692959e-04
## 48 4.593780e-05 6.876661e-05 2.778365e-03 2.086624e-03 2.452394e-04
## 49 2.615232e-06 1.149772e-05 7.503567e-04 -2.914347e-03 -1.240565e-04
## 50 -2.010024e-04 -1.117173e-04 -3.273312e-04 -1.308616e-04 -1.962978e-05
## 51 -1.655565e-04 -1.157720e-04 -3.243175e-04 -1.308534e-04 -2.599538e-05
## 52 -9.528128e-05 -1.195021e-04 -3.160602e-04 -1.308537e-04 -1.898107e-05
## 53 3.544594e-05 -4.054743e-06 3.013704e-06 8.204812e-09 -6.365598e-06
## 54 1.057212e-04 -7.784781e-06 1.127102e-05 7.899114e-09 6.487123e-07
## 55 7.027522e-05 -3.730039e-06 8.257317e-06 -3.056982e-10 7.014311e-06
## 56 3.737093e-05 -1.029287e-05 7.479262e-09 3.159103e-05 3.071128e-06
## 57 -3.816956e-05 -2.043264e-05 1.029202e-08 1.029202e-08 1.029202e-08
## 58 -2.187277e-05 -2.127208e-05 1.503217e-08 1.503217e-08 1.503217e-08
## 59 -7.554049e-05 -1.013978e-05 2.812763e-09 -3.158073e-05 -3.060836e-06
## 60 -5.924370e-05 -1.097921e-05 7.552908e-09 -3.157599e-05 -3.056096e-06
## 61 1.629679e-05 -8.394383e-07 4.740145e-09 4.740145e-09 4.740145e-09
## 62 5.250373e-05 2.455363e-06 5.773313e-03 8.218133e-04 1.659694e-04
## 63 1.112039e-04 -2.604077e-10 -9.021758e-04 -6.573237e-05 -1.876654e-05
## 64 1.394606e-04 2.069780e-06 9.266412e-03 3.020437e-04 2.258094e-04
## 65 5.870016e-05 -2.455624e-06 -6.675489e-03 -8.875457e-04 -1.847359e-04
## 66 8.695691e-05 -3.855831e-07 3.493099e-03 -5.197695e-04 5.984003e-05
## 67 2.825676e-05 2.070041e-06 1.016859e-02 3.677761e-04 2.445759e-04
## 68 5.662950e-05 8.904155e-06 -5.761813e-09 9.450923e-05 9.959518e-05
## 69 1.176479e-05 1.210632e-06 3.478438e-06 1.092940e-04 8.976819e-05
## 70 8.502915e-05 3.309212e-09 2.593263e-06 2.281287e-05 1.529117e-06
## 71 -4.486471e-05 -7.693523e-06 3.484200e-06 1.478479e-05 -9.826987e-06
## 72 2.839965e-05 -8.900846e-06 2.599025e-06 -7.169635e-05 -9.806606e-05
## 73 7.326436e-05 -1.207323e-06 -8.851756e-07 -8.648114e-05 -8.823907e-05
## microbe_139 microbe_140 microbe_141 microbe_142 microbe_143
## 1 1.082808e-04 2.480520e-05 -6.023889e-04 -4.798570e-05 -2.452917e-03
## 2 3.287543e-06 3.697578e-05 -4.669354e-04 -3.191562e-06 2.068547e-02
## 3 -1.361791e-06 3.595244e-05 1.466915e-04 -6.202344e-06 -4.259647e-03
## 4 -1.049932e-04 1.217059e-05 1.354536e-04 4.479414e-05 2.313839e-02
## 5 -1.096426e-04 1.114724e-05 7.490804e-04 4.178336e-05 -1.806730e-03
## 6 -4.649334e-06 -1.023348e-06 6.136269e-04 -3.010782e-06 -2.494512e-02
## 7 2.158652e-02 1.591823e-05 -3.149604e-04 -2.190209e-03 7.464996e-05
## 8 -7.110189e-05 2.360669e-04 1.279349e-03 -1.073913e-03 1.030917e-03
## 9 -2.165763e-02 2.201486e-04 1.594310e-03 1.116296e-03 9.562671e-04
## 10 3.797558e-06 8.349010e-06 1.011414e-03 7.849554e-04 1.417400e-03
## 11 4.788900e-04 -3.963781e-06 1.429487e-03 6.899047e-04 -7.997611e-04
## 12 5.209700e-04 1.845941e-06 -8.469279e-04 6.316466e-04 -1.507076e-03
## 13 4.750925e-04 -1.231279e-05 4.180733e-04 -9.505065e-05 -2.217161e-03
## 14 5.171724e-04 -6.503069e-06 -1.858342e-03 -1.533088e-04 -2.924476e-03
## 15 4.207993e-05 5.809721e-06 -2.276415e-03 -5.825814e-05 -7.073148e-04
## 16 4.738102e-04 1.637163e-02 -4.668254e-05 7.191112e-03 -1.594078e-04
## 17 7.275503e-03 2.579648e-02 1.012623e-04 1.009239e-03 1.009101e-03
## 18 5.721826e-03 3.038580e-02 1.016695e-04 5.837241e-03 2.347667e-04
## 19 6.801693e-03 9.424851e-03 1.479449e-04 -6.181873e-03 1.168509e-03
## 20 5.248016e-03 1.401416e-02 1.483521e-04 -1.353872e-03 3.941744e-04
## 21 -1.553677e-03 4.589311e-03 4.071688e-07 4.828001e-03 -7.743343e-04
## 22 -1.949691e-06 2.768632e-04 4.783111e-04 1.730337e-03 -6.824622e-04
## 23 -1.939341e-06 1.394647e-03 4.845236e-02 1.855412e-04 2.468488e-04
## 24 -1.940809e-06 2.108547e-03 4.050425e-02 1.218842e-04 -3.905077e-04
## 25 1.035009e-08 1.117784e-03 4.797405e-02 -1.544796e-03 9.293110e-04
## 26 8.882529e-09 1.831684e-03 4.002594e-02 -1.608453e-03 2.919545e-04
## 27 -1.467560e-09 7.139005e-04 -7.948105e-03 -6.365693e-05 -6.373565e-04
## 28 3.811898e-02 1.853262e-04 7.800816e-02 3.965909e-02 1.696323e-03
## 29 1.384381e-01 1.035615e-03 7.437552e-02 1.712158e-02 1.077260e-03
## 30 3.185044e-02 1.923019e-03 4.247165e-02 1.166070e-02 6.074312e-04
## 31 1.003191e-01 8.502886e-04 -3.632637e-03 -2.253751e-02 -6.190633e-04
## 32 -6.268538e-03 1.737693e-03 -3.553651e-02 -2.799839e-02 -1.088892e-03
## 33 -1.065876e-01 8.874046e-04 -3.190387e-02 -5.460881e-03 -4.698283e-04
## 34 2.968431e-04 3.435648e-05 7.183500e-04 1.578713e-03 1.993097e-03
## 35 1.257398e-04 3.650504e-06 1.138192e-02 5.491196e-04 1.256722e-02
## 36 4.221073e-05 -2.859236e-05 9.104204e-04 5.876827e-04 2.623529e-02
## 37 -1.711033e-04 -3.070597e-05 1.066357e-02 -1.029594e-03 1.057412e-02
## 38 -2.546324e-04 -6.294883e-05 1.920704e-04 -9.910305e-04 2.424219e-02
## 39 -8.352907e-05 -3.224286e-05 -1.047150e-02 3.856310e-05 1.366807e-02
## 40 -6.767571e-04 7.608759e-04 1.542778e-03 -2.723658e-03 -1.443104e-02
## 41 -6.277089e-02 2.517527e-03 2.659454e-03 5.836648e-04 3.160054e-03
## 42 -6.278489e-02 7.927260e-03 -2.290239e-03 2.942416e-04 3.537265e-03
## 43 -6.282981e-02 8.779608e-03 -2.717581e-03 2.315620e-04 -4.350508e-04
## 44 -1.400390e-05 5.409734e-03 -4.949693e-03 -2.894232e-04 3.772116e-04
## 45 -5.891773e-05 6.262081e-03 -5.377034e-03 -3.521028e-04 -3.595104e-03
## 46 -4.491383e-05 8.523477e-04 -4.273414e-04 -6.267957e-05 -3.972316e-03
## 47 5.437487e-02 9.821154e-05 1.477698e-02 1.508017e-03 5.554527e-02
## 48 3.954606e-02 2.866885e-05 1.286809e-02 4.311307e-04 6.413515e-02
## 49 -1.482881e-02 -6.954269e-05 -1.908890e-03 -1.076886e-03 8.589878e-03
## 50 -1.237026e-03 -9.644331e-06 -5.416264e-03 1.058608e-03 7.901995e-03
## 51 -1.234329e-03 9.232785e-06 -1.465342e-02 1.775768e-03 1.023058e-02
## 52 -1.010156e-03 2.221417e-05 -1.389452e-02 4.157886e-03 6.394516e-03
## 53 2.696611e-06 1.887712e-05 -9.237159e-03 7.171600e-04 2.328581e-03
## 54 2.268701e-04 3.185850e-05 -8.478260e-03 3.099278e-03 -1.507479e-03
## 55 2.241735e-04 1.298139e-05 7.588982e-04 2.382118e-03 -3.836060e-03
## 56 1.272160e-03 -6.111111e-04 3.227521e-04 -5.032868e-04 -9.278958e-04
## 57 -7.072335e-06 -6.022182e-04 -1.358581e-03 -7.709011e-04 -2.047236e-03
## 58 -7.067595e-06 -6.140525e-04 8.752588e-04 -8.161742e-04 -6.651478e-04
## 59 -1.279233e-03 8.892906e-06 -1.681333e-03 -2.676144e-04 -1.119340e-03
## 60 -1.279228e-03 -2.941375e-06 5.525067e-04 -3.128875e-04 2.627480e-04
## 61 4.740145e-09 -1.183428e-05 2.233840e-03 -4.527310e-05 1.382088e-03
## 62 1.483993e-02 7.902633e-04 3.431656e-02 4.842761e-03 1.162841e-03
## 63 -1.526032e-03 1.323775e-04 8.118957e-03 6.749330e-04 -1.917302e-02
## 64 5.869872e-03 1.919221e-03 1.558058e-02 3.518774e-03 -1.551010e-02
## 65 -1.636596e-02 -6.578858e-04 -2.619761e-02 -4.167828e-03 -2.033586e-02
## 66 -8.970057e-03 1.128958e-03 -1.873598e-02 -1.323988e-03 -1.667294e-02
## 67 7.395903e-03 1.786844e-03 7.461622e-03 2.843841e-03 3.662919e-03
## 68 2.631824e-03 -1.328241e-03 1.843736e-04 1.884246e-04 5.667331e-03
## 69 5.236692e-03 -1.767258e-03 3.586242e-03 2.499535e-04 8.366789e-03
## 70 6.141297e-05 -1.548945e-03 4.050263e-03 4.117574e-04 2.570326e-03
## 71 2.604868e-03 -4.390167e-04 3.401868e-03 6.152896e-05 2.699458e-03
## 72 -2.570411e-03 -2.207041e-04 3.865889e-03 2.233328e-04 -3.097005e-03
## 73 -5.175279e-03 2.183125e-04 4.640208e-04 1.618038e-04 -5.796463e-03
## microbe_144 microbe_145 microbe_146 microbe_147 microbe_148
## 1 4.634279e-04 3.784521e-04 2.521388e-05 7.008540e-06 1.998229e-04
## 2 6.167774e-04 5.536888e-04 3.348117e-04 2.586509e-04 7.502488e-04
## 3 8.963402e-05 6.927590e-04 2.549452e-03 2.186018e-03 1.336724e-03
## 4 1.533495e-04 1.752367e-04 3.095978e-04 2.516423e-04 5.504259e-04
## 5 -3.737938e-04 3.143069e-04 2.524238e-03 2.179009e-03 1.136901e-03
## 6 -5.271434e-04 1.390702e-04 2.214640e-03 1.927367e-03 5.864749e-04
## 7 -2.676654e-03 -7.986950e-05 2.270764e-05 -1.246632e-03 -2.158482e-09
## 8 1.256970e-04 1.615324e-05 7.734017e-06 -7.239566e-04 2.348262e-09
## 9 2.802351e-03 9.602274e-05 -1.497362e-05 5.226755e-04 4.506743e-09
## 10 8.277635e-03 2.054970e-03 -2.162594e-08 5.014211e-05 -3.020226e-05
## 11 3.445281e-02 -4.493431e-03 6.178150e-07 -3.011144e-05 1.960862e-05
## 12 2.057715e-02 -5.320257e-03 1.307405e-06 -7.379100e-05 -1.299220e-05
## 13 2.617517e-02 -6.548401e-03 6.394409e-07 -8.025356e-05 4.981088e-05
## 14 1.229951e-02 -7.375227e-03 1.329031e-06 -1.239331e-04 1.721006e-05
## 15 -1.387566e-02 -8.268261e-04 6.895896e-07 -4.367956e-05 -3.260082e-05
## 16 2.564074e-04 3.543148e-06 5.160855e-06 -3.379994e-05 2.433182e-04
## 17 2.107501e-04 -3.375891e-04 1.734778e-08 -3.379022e-05 1.984706e-04
## 18 1.341617e-03 -1.434576e-04 9.593384e-06 -3.380937e-05 2.439325e-04
## 19 -4.565729e-05 -3.411323e-04 -5.143507e-06 9.718170e-09 -4.484756e-05
## 20 1.085209e-03 -1.470007e-04 4.432529e-06 -9.435392e-09 6.142835e-07
## 21 1.130867e-03 1.941316e-04 9.576036e-06 -1.915356e-08 4.546184e-05
## 22 1.048125e-02 -6.379812e-06 2.363322e-06 1.220719e-05 4.623486e-05
## 23 1.205934e-02 3.819382e-04 -1.710528e-09 4.185223e-05 2.925846e-06
## 24 4.222376e-03 5.689574e-04 -3.178088e-09 1.852216e-06 1.760188e-07
## 25 1.578084e-03 3.883180e-04 -2.365032e-06 2.964505e-05 -4.330902e-05
## 26 -6.258879e-03 5.753372e-04 -2.366500e-06 -1.035497e-05 -4.605884e-05
## 27 -7.836963e-03 1.870192e-04 -1.467560e-09 -4.000002e-05 -2.749827e-06
## 28 6.591986e-04 1.413507e-05 2.233052e-04 1.123659e-05 3.152341e-03
## 29 -7.957364e-05 1.112866e-04 1.120908e-04 5.435181e-07 2.846360e-03
## 30 5.654047e-04 2.274421e-04 7.268289e-05 -5.894751e-06 1.590715e-03
## 31 -7.387722e-04 9.715153e-05 -1.112144e-04 -1.069307e-05 -3.059812e-04
## 32 -9.379392e-05 2.133070e-04 -1.506223e-04 -1.713134e-05 -1.561626e-03
## 33 6.449783e-04 1.161555e-04 -3.940789e-05 -6.438269e-06 -1.255644e-03
## 34 -1.025355e-03 3.048147e-03 3.101984e-04 1.085935e-04 2.680682e-02
## 35 6.633724e-03 3.985826e-04 2.873913e-05 4.671219e-05 2.052952e-02
## 36 1.076122e-03 -4.459031e-06 5.763240e-09 1.035334e-04 8.862859e-05
## 37 7.659080e-03 -2.649565e-03 -2.814593e-04 -6.188130e-05 -6.277301e-03
## 38 2.101478e-03 -3.052606e-03 -3.101927e-04 -5.060134e-06 -2.671819e-02
## 39 -5.557602e-03 -4.030417e-04 -2.873337e-05 5.682116e-05 -2.044089e-02
## 40 -1.455449e-02 3.479850e-03 2.372662e-03 3.071214e-03 -6.529345e-04
## 41 -6.793754e-04 -9.166566e-03 4.873079e-06 2.531334e-05 1.365907e-05
## 42 -1.331242e-03 -9.513998e-03 2.731051e-05 2.552992e-05 7.143158e-06
## 43 -4.373733e-04 -9.030632e-03 1.380014e-05 8.548377e-05 -4.334820e-05
## 44 -6.518663e-04 -3.474316e-04 2.243743e-05 2.165748e-07 -6.515915e-06
## 45 2.420021e-04 1.359342e-04 8.927061e-06 6.017042e-05 -5.700728e-05
## 46 8.938684e-04 4.833658e-04 -1.351037e-05 5.995385e-05 -5.049136e-05
## 47 1.018565e-02 4.800976e-03 -6.098172e-05 1.090648e-04 3.114623e-06
## 48 1.090393e-02 3.753171e-03 -2.164416e-05 -1.166122e-04 1.535883e-06
## 49 7.182789e-04 -1.047805e-03 3.933755e-05 -2.256770e-04 -1.578740e-06
## 50 1.038537e-02 -2.886076e-04 1.470156e-02 2.058030e-02 2.676694e-05
## 51 -3.419628e-03 -3.676950e-04 1.962982e-02 2.683787e-02 -4.072182e-04
## 52 -2.754784e-03 -1.766559e-04 5.070182e-02 7.011735e-02 -1.915750e-04
## 53 -1.380500e-02 -7.908741e-05 4.928261e-03 6.257573e-03 -4.339852e-04
## 54 -1.314016e-02 1.119517e-04 3.600027e-02 4.953705e-02 -2.183420e-04
## 55 6.648447e-04 1.910391e-04 3.107200e-02 4.327948e-02 2.156432e-04
## 56 1.156972e-04 -9.946798e-04 -2.371355e-06 -2.529326e-04 4.667227e-06
## 57 -3.647419e-03 -2.482395e-03 3.082042e-06 -9.736181e-04 1.029202e-08
## 58 -3.456391e-03 -1.960891e-04 -2.363802e-06 -1.189309e-04 9.544927e-07
## 59 -3.763117e-03 -1.487715e-03 5.453398e-06 -7.206855e-04 -4.656935e-06
## 60 -3.572088e-03 7.985907e-04 7.552908e-09 1.340017e-04 -3.712735e-06
## 61 1.910289e-04 2.286306e-03 -5.445845e-06 8.546872e-04 9.442007e-07
## 62 2.379428e-02 1.712343e-05 7.337384e-06 2.756236e-03 9.450660e-04
## 63 -3.611845e-03 1.031337e-04 -1.561496e-05 8.242234e-04 3.664376e-03
## 64 7.937946e-03 5.076225e-04 -1.429321e-05 1.028295e-03 4.444048e-03
## 65 -2.740613e-02 8.601029e-05 -2.295235e-05 -1.932013e-03 2.719310e-03
## 66 -1.585634e-02 4.904990e-04 -2.163060e-05 -1.727942e-03 3.498982e-03
## 67 1.154979e-02 4.044887e-04 1.321751e-06 2.040714e-04 7.796715e-04
## 68 1.337843e-03 4.923764e-04 -5.761813e-09 1.450666e-04 3.947020e-05
## 69 6.913575e-03 3.211112e-03 1.155323e-06 5.701147e-04 1.586874e-05
## 70 6.041162e-03 3.494013e-03 1.243700e-05 1.532039e-03 1.143932e-05
## 71 5.575733e-03 2.718735e-03 1.161085e-06 4.250481e-04 -2.360146e-05
## 72 4.703319e-03 3.001637e-03 1.244276e-05 1.386972e-03 -2.803088e-05
## 73 -8.724133e-04 2.829018e-04 1.128167e-05 9.619239e-04 -4.429422e-06
## microbe_149 microbe_150 microbe_151 microbe_152 microbe_153
## 1 8.223664e-02 -4.543398e-02 2.563762e-05 1.043229e-02 4.632980e-04
## 2 1.838451e-02 -4.941272e-02 6.945031e-05 -6.961287e-04 -1.065383e-03
## 3 4.340811e-02 -6.348854e-03 9.693790e-05 1.028097e-02 -4.665607e-04
## 4 -6.385213e-02 -3.978743e-03 4.381269e-05 -1.112842e-02 -1.528681e-03
## 5 -3.882853e-02 3.908512e-02 7.130029e-05 -1.513243e-04 -9.298587e-04
## 6 2.502360e-02 4.306386e-02 2.748760e-05 1.097710e-02 5.988222e-04
## 7 -3.740829e-05 -4.264560e-02 1.527729e-04 7.810753e-04 8.567511e-05
## 8 -1.896837e-04 -1.474262e-02 5.952271e-04 1.085397e-03 2.070481e-04
## 9 -1.522754e-04 2.790297e-02 4.424542e-04 3.043221e-04 1.213730e-04
## 10 -1.460791e-06 -1.989688e-01 -1.889349e-03 -5.699118e-03 1.303852e-05
## 11 -9.491346e-07 -2.035782e-01 1.005319e-03 -4.464733e-03 -3.830444e-05
## 12 -7.669680e-07 -2.023218e-01 -2.613584e-03 -4.966869e-03 -2.827235e-05
## 13 5.116564e-07 -4.609386e-03 2.894668e-03 1.234384e-03 -5.134296e-05
## 14 6.938229e-07 -3.353043e-03 -7.242355e-04 7.322490e-04 -4.131087e-05
## 15 1.821665e-07 1.256342e-03 -3.618904e-03 -5.021354e-04 1.003210e-05
## 16 4.177486e-06 -5.712993e-02 4.827441e-04 2.596573e-02 -7.658219e-03
## 17 8.993603e-05 -5.906986e-02 5.467619e-04 4.580006e-02 -7.467923e-03
## 18 8.409936e-06 -5.884041e-02 6.133960e-04 2.789799e-02 -8.080778e-03
## 19 8.575854e-05 -1.939925e-03 6.401775e-05 1.983433e-02 1.902964e-04
## 20 4.232451e-06 -1.710478e-03 1.306518e-04 1.932261e-03 -4.225590e-04
## 21 -8.152609e-05 2.294470e-04 6.663410e-05 -1.790207e-02 -6.128554e-04
## 22 2.842255e-05 -4.881731e-02 3.929471e-06 -1.936312e-03 5.953500e-04
## 23 1.609901e-05 -1.937556e-01 3.067352e-04 -2.494942e-03 9.352888e-03
## 24 3.958071e-05 -1.904767e-01 -8.147774e-05 -2.195623e-03 2.896733e-05
## 25 -1.232354e-05 -1.449383e-01 3.028057e-04 -5.586297e-04 8.757538e-03
## 26 1.115817e-05 -1.416594e-01 -8.540721e-05 -2.593111e-04 -5.663827e-04
## 27 2.348170e-05 3.278915e-03 -3.882129e-04 2.993186e-04 -9.323921e-03
## 28 5.720635e-07 -1.109641e-01 1.588753e-04 -1.955170e-03 2.574169e-05
## 29 1.394149e-05 -1.138216e-01 1.232131e-04 4.746146e-03 -4.041261e-04
## 30 1.184016e-06 -1.086708e-01 1.002287e-04 1.014606e-02 5.451145e-04
## 31 1.336943e-05 -2.857440e-03 -3.566220e-05 6.701316e-03 -4.298678e-04
## 32 6.119524e-07 2.293312e-03 -5.864659e-05 1.210123e-02 5.193729e-04
## 33 -1.275748e-05 5.150751e-03 -2.298439e-05 5.399917e-03 9.492407e-04
## 34 1.928493e-09 1.416286e-02 6.481121e-04 2.617772e-04 1.928493e-09
## 35 1.779612e-06 5.100839e-03 1.516162e-04 1.664490e-03 5.420925e-07
## 36 2.564075e-05 1.497195e-03 9.962008e-05 3.901516e-03 6.720268e-07
## 37 1.777683e-06 -9.062019e-03 -4.964960e-04 1.402712e-03 5.401640e-07
## 38 2.563882e-05 -1.266566e-02 -5.484920e-04 3.639739e-03 6.700983e-07
## 39 2.386114e-05 -3.603644e-03 -5.199608e-05 2.237026e-03 1.299343e-07
## 40 3.781766e-02 7.059031e-04 2.265190e-05 2.253365e-02 -1.039413e-06
## 41 2.869523e-01 1.214073e-04 -1.615578e-04 2.396150e-02 1.357578e-04
## 42 4.853489e-01 -8.214229e-04 -3.466783e-04 -3.261859e-03 -3.609893e-04
## 43 3.102929e-01 -4.242854e-04 -3.062960e-04 -3.537009e-03 2.141455e-04
## 44 1.983966e-01 -9.428302e-04 -1.851205e-04 -2.722336e-02 -4.967471e-04
## 45 2.334061e-02 -5.456927e-04 -1.447383e-04 -2.749851e-02 7.838767e-05
## 46 -1.750560e-01 3.971375e-04 4.038223e-05 -2.751499e-04 5.751348e-04
## 47 6.493093e-02 -7.723398e-02 -4.427087e-04 -4.820071e-03 -1.600536e-03
## 48 5.284663e-02 -7.728709e-02 -3.473852e-04 -4.770613e-03 -1.577459e-03
## 49 -1.208430e-02 -5.310942e-05 9.532352e-05 4.945837e-05 2.307642e-05
## 50 8.240323e-02 -3.323795e-03 1.181731e-02 1.620089e-02 4.392848e-04
## 51 5.600636e-02 -5.855391e-03 1.529170e-03 1.551203e-02 3.017976e-05
## 52 6.572380e-02 1.652366e-03 5.632094e-03 1.971737e-02 6.955715e-05
## 53 -2.639687e-02 -2.531596e-03 -1.028814e-02 -6.888567e-04 -4.091051e-04
## 54 -1.667943e-02 4.976162e-03 -6.185212e-03 3.516483e-03 -3.697277e-04
## 55 9.717434e-03 7.507757e-03 4.102924e-03 4.205340e-03 3.937739e-05
## 56 -4.839822e-04 1.323421e-02 -2.517322e-04 1.379742e-02 2.598447e-05
## 57 -3.381589e-05 1.333864e-03 3.451062e-04 -1.043341e-02 2.065720e-05
## 58 -4.562396e-04 1.399660e-02 3.380279e-04 -1.140637e-02 3.476244e-05
## 59 4.501663e-04 -1.190034e-02 5.968384e-04 -2.423083e-02 -5.327269e-06
## 60 2.774256e-05 7.623948e-04 5.897601e-04 -2.520379e-02 8.777969e-06
## 61 -4.224238e-04 1.266274e-02 -7.078320e-06 -9.729590e-04 1.410524e-05
## 62 4.827174e-04 -8.348187e-02 1.614838e-04 7.275336e-02 1.141040e-02
## 63 1.765942e-03 -7.701842e-02 5.950049e-05 -4.046453e-03 3.533087e-02
## 64 2.054553e-03 -7.742171e-02 -6.083691e-04 3.470840e-02 2.057887e-02
## 65 1.283225e-03 6.463452e-03 -1.019834e-04 -7.679982e-02 2.392047e-02
## 66 1.571836e-03 6.060162e-03 -7.698530e-04 -3.804496e-02 9.168469e-03
## 67 2.886111e-04 -4.032905e-04 -6.678696e-04 3.875485e-02 -1.475200e-02
## 68 2.255061e-05 -5.532479e-02 -7.632245e-05 -4.090987e-03 9.062378e-05
## 69 8.290732e-06 -7.066426e-02 -2.084576e-04 -5.662903e-03 7.543166e-05
## 70 7.888256e-05 -6.358809e-02 -2.390894e-04 -4.980608e-03 1.701556e-05
## 71 -1.425987e-05 -1.533948e-02 -1.321351e-04 -1.571916e-03 -1.519212e-05
## 72 5.633195e-05 -8.263298e-03 -1.627669e-04 -8.896218e-04 -7.360821e-05
## 73 7.059182e-05 7.076178e-03 -3.063180e-05 6.822946e-04 -5.841609e-05
## microbe_154 microbe_155 microbe_156 microbe_157 microbe_158
## 1 4.673689e-05 7.136824e-03 5.584254e-04 1.414432e-10 -1.733512e-02
## 2 4.658410e-05 3.689515e-05 -2.075229e-04 7.059683e-09 -1.896975e-02
## 3 4.412763e-05 1.664393e-03 -8.327477e-04 3.344092e-09 -2.298585e-02
## 4 -1.527935e-07 -7.099929e-03 -7.659482e-04 6.918240e-09 -1.634636e-03
## 5 -2.609258e-06 -5.472431e-03 -1.391173e-03 3.202648e-09 -5.650729e-03
## 6 -2.456464e-06 1.627498e-03 -6.252248e-04 -3.715591e-09 -4.016093e-03
## 7 9.085034e-05 8.596107e-04 -2.492735e-05 -2.158482e-09 -2.753297e-03
## 8 9.247039e-06 -1.631646e-04 -4.660608e-05 2.348262e-09 -2.886901e-03
## 9 -8.160331e-05 -1.022775e-03 -2.167873e-05 4.506743e-09 -1.336049e-04
## 10 1.886837e-06 6.533980e-05 8.776509e-06 -2.162594e-08 1.437955e-04
## 11 -1.874083e-08 3.736991e-04 -2.278918e-06 -1.874083e-08 4.624081e-04
## 12 1.030719e-05 8.607101e-05 -5.467229e-06 1.095659e-06 3.032037e-03
## 13 -1.905578e-06 3.083592e-04 -1.105543e-05 2.885103e-09 3.186126e-04
## 14 8.420354e-06 2.073121e-05 -1.424374e-05 1.117285e-06 2.888241e-03
## 15 1.032593e-05 -2.876280e-04 -3.188311e-06 1.114400e-06 2.569629e-03
## 16 1.098898e-04 1.825276e-02 4.789734e-03 -2.773916e-02 7.474001e-03
## 17 1.106183e-02 1.822458e-02 9.564832e-03 -2.920486e-02 -7.332549e-06
## 18 2.121065e-02 9.820632e-03 1.456740e-02 -2.824208e-02 5.438867e-05
## 19 1.095194e-02 -2.817999e-05 4.775097e-03 -1.465697e-03 -7.481333e-03
## 20 2.110076e-02 -8.432125e-03 9.777666e-03 -5.029193e-04 -7.419612e-03
## 21 1.014882e-02 -8.403945e-03 5.002569e-03 9.627779e-04 6.172122e-05
## 22 -1.173141e-06 7.750906e-04 -1.554425e-02 -1.206062e-08 -1.206062e-08
## 23 2.997715e-05 6.496184e-04 -1.644811e-02 -1.710528e-09 -1.710528e-09
## 24 2.966131e-06 1.399868e-04 -1.691493e-02 -3.178088e-09 4.743917e-03
## 25 3.115029e-05 -1.254723e-04 -9.038590e-04 1.035009e-08 1.035009e-08
## 26 4.139272e-06 -6.351038e-04 -1.370687e-03 8.882529e-09 4.743929e-03
## 27 -2.701102e-05 -5.096316e-04 -4.668278e-04 -1.467560e-09 4.743919e-03
## 28 6.389457e-05 7.431331e-03 -1.773642e-02 -8.215759e-05 1.105985e-04
## 29 2.052183e-06 -2.937661e-03 -2.171694e-02 -8.377959e-05 9.709024e-05
## 30 5.001786e-06 5.865979e-03 -7.184591e-03 -6.051260e-05 1.020457e-04
## 31 -6.184238e-05 -1.036899e-02 -3.980524e-03 -1.622000e-06 -1.350824e-05
## 32 -5.889278e-05 -1.565352e-03 1.055183e-02 2.164499e-05 -8.552735e-06
## 33 2.949603e-06 8.803640e-03 1.453235e-02 2.326699e-05 4.955509e-06
## 34 1.294163e-06 -3.982466e-05 1.157577e-02 1.928493e-09 6.787917e-04
## 35 7.071060e-09 7.454545e-05 1.836594e-02 7.071060e-09 1.449759e-05
## 36 5.763240e-09 -4.358717e-05 -2.902524e-03 5.763240e-09 7.554862e-05
## 37 -1.287092e-06 1.143701e-04 6.790172e-03 5.142567e-09 -6.642941e-04
## 38 -1.288400e-06 -3.762503e-06 -1.447829e-02 3.834747e-09 -6.032430e-04
## 39 -1.307820e-09 -1.181326e-04 -2.126847e-02 -1.307820e-09 6.105103e-05
## 40 4.459975e-05 1.953108e-03 5.108962e-06 2.720819e-03 -1.096131e-02
## 41 1.542510e-03 -3.527096e-02 4.342455e-03 1.409652e-06 -9.630854e-05
## 42 1.199111e-03 -2.739849e-02 9.012789e-04 2.716108e-06 -9.630918e-05
## 43 8.962219e-04 -2.115535e-02 1.136843e-03 1.638171e-05 -9.630671e-05
## 44 -3.433987e-04 7.872464e-03 -3.441176e-03 1.306456e-06 -6.372735e-10
## 45 -6.462878e-04 1.411561e-02 -3.205613e-03 1.497206e-05 1.829220e-09
## 46 -3.028890e-04 6.243145e-03 2.355636e-04 1.366560e-05 2.466493e-09
## 47 1.409695e-04 -3.260345e-03 1.481672e-04 -5.212885e-04 1.022967e-02
## 48 3.206228e-04 -3.175608e-03 1.213040e-04 -7.578184e-04 6.449157e-03
## 49 1.796533e-04 8.473739e-05 -2.686324e-05 -2.365299e-04 -3.780509e-03
## 50 -6.881278e-07 -7.516839e-04 -2.548427e-07 -1.070909e-08 -3.050078e-04
## 51 3.968412e-04 -6.215217e-04 4.055345e-06 -2.504282e-09 2.127172e-03
## 52 5.484517e-05 -8.738461e-04 5.500530e-06 3.869726e-07 6.131818e-03
## 53 3.975293e-04 1.301622e-04 4.310188e-06 8.204812e-09 2.432180e-03
## 54 5.553329e-05 -1.221622e-04 5.755372e-06 3.976817e-07 6.436826e-03
## 55 -3.419960e-04 -2.523244e-04 1.445185e-06 3.894769e-07 4.004646e-03
## 56 -3.403893e-06 1.009720e-04 3.746282e-05 -3.359496e-05 8.243571e-02
## 57 -3.401080e-06 -3.183865e-04 5.476666e-06 -4.374660e-05 1.691433e-02
## 58 -3.396340e-06 -1.736441e-04 7.697353e-05 -5.623808e-05 2.853412e-02
## 59 2.812763e-09 -4.193586e-04 -3.198615e-05 -1.015164e-05 -6.552138e-02
## 60 7.552908e-09 -2.746161e-04 3.951071e-05 -2.264312e-05 -5.390159e-02
## 61 4.740145e-09 1.447425e-04 7.149686e-05 -1.249147e-05 1.161979e-02
## 62 -5.601972e-05 4.788295e-04 1.029125e-04 1.222297e-08 -1.227545e-04
## 63 -4.491260e-05 5.179330e-03 1.099793e-05 1.435093e-04 1.687208e-04
## 64 1.509540e-04 3.244328e-03 1.917891e-05 6.410106e-05 -7.440841e-05
## 65 1.110712e-05 4.700500e-03 -9.191454e-05 1.434971e-04 2.914753e-04
## 66 2.069737e-04 2.765498e-03 -8.373357e-05 6.408883e-05 4.834608e-05
## 67 1.958666e-04 -1.935002e-03 8.180977e-06 -7.940822e-05 -2.431292e-04
## 68 1.086803e-05 2.341703e-05 -5.066834e-05 -5.761813e-09 3.852259e-03
## 69 1.210632e-06 6.577244e-05 -7.594732e-05 -2.978078e-09 3.677464e-03
## 70 9.058868e-05 8.098779e-05 -4.148817e-05 3.309212e-09 1.441739e-03
## 71 -9.657402e-06 4.235541e-05 -2.527898e-05 2.783735e-09 -1.747952e-04
## 72 7.972065e-05 5.757076e-05 9.180168e-06 9.071025e-09 -2.410520e-03
## 73 8.937805e-05 1.521535e-05 3.445915e-05 6.287290e-09 -2.235725e-03
## microbe_159 microbe_160 microbe_161 microbe_162
## 1 -4.601816e-05 -1.547840e-04 1.414432e-10 -1.143198e-06
## 2 -1.725844e-05 -9.713180e-05 7.974824e-07 -8.388011e-07
## 3 2.229269e-04 -3.830412e-05 3.344092e-09 3.051538e-06
## 4 2.875972e-05 5.765224e-05 7.973409e-07 3.043970e-07
## 5 2.689451e-04 1.164799e-04 3.202648e-09 4.194736e-06
## 6 2.401854e-04 5.882768e-05 -7.941383e-07 3.890339e-06
## 7 6.003200e-05 1.248180e-02 7.019696e-04 5.114789e-04
## 8 -1.671145e-05 6.294262e-03 5.885919e-03 5.325298e-05
## 9 -7.674345e-05 -6.187542e-03 5.183949e-03 -4.582259e-04
## 10 1.263660e-04 -6.690829e-04 1.168052e-03 1.429132e-03
## 11 2.044443e-04 -6.598501e-04 -7.332744e-04 5.393086e-04
## 12 2.236590e-04 -6.600744e-04 -9.944579e-04 1.518407e-03
## 13 7.807827e-05 9.232816e-06 -1.901327e-03 -8.898231e-04
## 14 9.729301e-05 9.008494e-06 -2.162510e-03 8.927576e-05
## 15 1.921475e-05 -2.243216e-07 -2.611835e-04 9.790989e-04
## 16 4.239352e-05 -4.916799e-02 -6.439700e-04 2.332305e-04
## 17 1.439601e-04 -5.360848e-02 -6.408993e-04 4.332735e-04
## 18 1.734535e-05 -5.360609e-02 -6.439794e-04 1.224082e-04
## 19 1.015665e-04 -4.440495e-03 3.070656e-06 2.000430e-04
## 20 -2.504817e-05 -4.438103e-03 -9.435392e-09 -1.108223e-04
## 21 -1.266147e-04 2.392016e-06 -3.080091e-06 -3.108653e-04
## 22 -2.233557e-05 -1.935646e-02 -1.206062e-08 -1.206062e-08
## 23 -1.529852e-05 -2.075029e-02 -1.710528e-09 3.156993e-05
## 24 -1.412139e-05 3.503510e-02 -3.178088e-09 9.891353e-05
## 25 7.037048e-06 -1.393835e-03 1.035009e-08 3.158199e-05
## 26 8.214182e-06 5.439156e-02 8.882529e-09 9.892559e-05
## 27 1.177135e-06 5.578539e-02 -1.467560e-09 6.734360e-05
## 28 3.370159e-06 -1.071643e-01 -5.318016e-09 1.892463e-05
## 29 -6.053000e-06 -1.054945e-01 -9.871847e-10 1.657657e-05
## 30 -1.555860e-05 -1.032202e-01 8.833841e-10 1.248172e-05
## 31 -9.423159e-06 1.669784e-03 4.330831e-09 -2.348060e-06
## 32 -1.892876e-05 3.944138e-03 6.201400e-09 -6.442907e-06
## 33 -9.505599e-06 2.274354e-03 1.870569e-09 -4.094848e-06
## 34 3.370687e-03 5.871599e-05 6.293394e-03 1.928493e-09
## 35 3.237750e-03 6.054540e-05 4.791547e-03 2.694386e-06
## 36 4.205115e-03 -3.165471e-06 3.133130e-03 5.763240e-09
## 37 -1.329364e-04 1.829416e-06 -1.501848e-03 2.692457e-06
## 38 8.344287e-04 -6.188146e-05 -3.160264e-03 3.834747e-09
## 39 9.673651e-04 -6.371087e-05 -1.658416e-03 -2.688622e-06
## 40 -6.591499e-03 -5.822242e-05 -1.850289e-02 -9.572624e-04
## 41 1.727381e-02 1.196191e-05 -1.025491e-06 -3.026144e-02
## 42 -4.881477e-03 3.798915e-06 -1.026128e-06 -3.568572e-02
## 43 -4.903747e-03 1.439389e-05 -1.023662e-06 -3.203703e-02
## 44 -2.215528e-02 -8.162992e-06 -6.372735e-10 -5.424277e-03
## 45 -2.217755e-02 2.431986e-06 1.829220e-09 -1.775586e-03
## 46 -2.226974e-05 1.059498e-05 2.466493e-09 3.648692e-03
## 47 1.428039e-02 -7.415368e-03 5.798853e-03 1.118960e-04
## 48 1.961881e-02 -7.412294e-03 1.785222e-03 -2.996069e-05
## 49 5.338425e-03 3.074112e-06 -4.013631e-03 -1.418567e-04
## 50 -2.443703e-02 2.635826e-06 -2.874590e-06 -2.299642e-04
## 51 2.051644e-02 1.478621e-05 -2.866385e-06 -6.260643e-04
## 52 5.624360e-04 3.419806e-05 -2.866691e-06 -6.296667e-04
## 53 4.495347e-02 1.215038e-05 8.204812e-09 -3.961001e-04
## 54 2.499947e-02 3.156224e-05 7.899114e-09 -3.997025e-04
## 55 -1.995401e-02 1.941185e-05 -3.056982e-10 -3.602367e-06
## 56 1.143953e-06 -4.743963e-05 -2.322279e-04 -1.310143e-06
## 57 -1.979903e-05 -2.747436e-05 -2.597271e-03 -1.307330e-06
## 58 -4.042391e-06 -2.520561e-05 -1.358253e-03 -1.302590e-06
## 59 -2.094298e-05 1.996527e-05 -2.365043e-03 2.812763e-09
## 60 -5.186345e-06 2.223402e-05 -1.126025e-03 7.552908e-09
## 61 1.575664e-05 2.268747e-06 1.239018e-03 4.740145e-09
## 62 3.892757e-05 1.289433e-04 1.640831e-02 1.501137e-03
## 63 1.303886e-05 4.688998e-04 4.336397e-03 1.379906e-02
## 64 8.411362e-05 1.517784e-04 8.846975e-03 1.059589e-02
## 65 -2.588870e-05 3.399566e-04 -1.207192e-02 1.229793e-02
## 66 4.518606e-05 2.283508e-05 -7.561338e-03 9.094750e-03
## 67 7.107476e-05 -3.171215e-04 4.510578e-03 -3.203175e-03
## 68 2.755993e-02 -1.030523e-01 1.717884e-03 1.602598e-06
## 69 5.298622e-03 -1.131146e-01 1.429860e-03 -2.978078e-09
## 70 5.988334e-03 -1.088037e-01 2.972690e-03 3.923481e-06
## 71 -2.226131e-02 -1.006233e-02 -2.880241e-04 -1.605576e-06
## 72 -2.157160e-02 -5.751444e-03 1.254807e-03 2.320883e-06
## 73 6.897124e-04 4.310885e-03 1.542831e-03 3.926459e-06
thomazbastiaanssen/Volatility documentation built on July 13, 2024, 9:09 a.m.
R Package Documentation
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#install and load volatility library
#devtools::install_github("thomazbastiaanssen/volatility")
library(volatility)
#load tidyverse to wrangle and plot results.
library(tidyverse)
#devtools::install_github("thomazbastiaanssen/deleuze")
library(deleuze)
##
## Attaching package: 'deleuze'
## The following object is masked from 'package:volatility':
##
## volatility
#load example data + metadata from the volatility study.
data(summer_school)
#Ensure microbiome table is in the same order as the metadata
mb_table <- mb_table[metadata$sample_id]
#Perform a double-centered log-ratio transformation:
mb.exp <- dclr(as.matrix(mb_table), type = "numeric")
#compute distance matrix
mb.dist <- dist(t(mb.exp))
#Compute volatility
vola_df <- get_pairwise_distance(mb.dist, metadata = metadata, g = 'id_num')
#Compute feature-wise volatility
get_fw_volatility(vola_df, f_table = mb_table)
## from to microbe_001 microbe_002 microbe_003
## 1 patient_01_T1 patient_01_T2 1.380453e-06 8.987173e-04 5.156867e-04
## 2 patient_01_T1 patient_01_T3 -8.286450e-07 1.613840e-03 2.286494e-05
## 3 patient_01_T1 patient_01_T4 -8.323606e-07 -1.113740e-03 2.841926e-04
## 4 patient_01_T2 patient_01_T3 -2.209098e-06 7.151225e-04 -4.928217e-04
## 5 patient_01_T2 patient_01_T4 -2.212814e-06 -2.012458e-03 -2.314941e-04
## 6 patient_01_T3 patient_01_T4 -3.715591e-09 -2.727580e-03 2.613277e-04
## 7 patient_02_T1 patient_02_T2 -1.454420e-06 -4.808580e-04 8.604242e-04
## 8 patient_02_T1 patient_02_T3 2.031931e-06 3.616070e-04 9.459693e-05
## 9 patient_02_T2 patient_02_T3 3.486350e-06 8.424650e-04 -7.658273e-04
## 10 patient_03_T1 patient_03_T2 4.566691e-03 -3.070829e-03 2.455190e-04
## 11 patient_03_T1 patient_03_T3 5.262038e-05 -9.513302e-04 1.503205e-04
## 12 patient_03_T1 patient_03_T4 1.161198e-03 1.261787e-03 3.825803e-04
## 13 patient_03_T2 patient_03_T3 -4.514070e-03 2.119498e-03 -9.519858e-05
## 14 patient_03_T2 patient_03_T4 -3.405493e-03 4.332616e-03 1.370613e-04
## 15 patient_03_T3 patient_03_T4 1.108578e-03 2.213117e-03 2.322598e-04
## 16 patient_04_T1 patient_04_T2 7.879806e-06 1.220756e-02 1.661022e-02
## 17 patient_04_T1 patient_04_T3 2.294359e-05 1.156218e-02 1.474973e-02
## 18 patient_04_T1 patient_04_T4 -1.927616e-06 1.148879e-02 1.726593e-02
## 19 patient_04_T2 patient_04_T3 1.506379e-05 -6.453776e-04 -1.860487e-03
## 20 patient_04_T2 patient_04_T4 -9.807422e-06 -7.187708e-04 6.557116e-04
## 21 patient_04_T3 patient_04_T4 -2.487121e-05 -7.339322e-05 2.516198e-03
## 22 patient_05_T1 patient_05_T2 -3.295976e-03 -2.513930e-03 -8.129862e-04
## 23 patient_05_T1 patient_05_T3 -3.485221e-03 2.240423e-03 -1.253497e-04
## 24 patient_05_T1 patient_05_T4 -3.485796e-03 3.748928e-04 1.765768e-04
## 25 patient_05_T2 patient_05_T3 -1.892449e-04 4.754352e-03 6.876366e-04
## 26 patient_05_T2 patient_05_T4 -1.898201e-04 2.888822e-03 9.895631e-04
## 27 patient_05_T3 patient_05_T4 -5.752093e-07 -1.865530e-03 3.019265e-04
## 28 patient_06_T1 patient_06_T2 -1.001391e-04 1.180827e-03 7.952908e-04
## 29 patient_06_T1 patient_06_T3 -1.009355e-04 5.107574e-04 9.816398e-04
## 30 patient_06_T1 patient_06_T4 -7.471519e-05 1.575966e-03 7.905805e-04
## 31 patient_06_T2 patient_06_T3 -7.964459e-07 -6.700695e-04 1.863490e-04
## 32 patient_06_T2 patient_06_T4 2.542388e-05 3.951388e-04 -4.710310e-06
## 33 patient_06_T3 patient_06_T4 2.622032e-05 1.065208e-03 -1.910593e-04
## 34 patient_07_T1 patient_07_T2 -3.355057e-03 5.788377e-03 -5.466416e-04
## 35 patient_07_T1 patient_07_T3 -3.355052e-03 1.085355e-02 2.326913e-04
## 36 patient_07_T1 patient_07_T4 -3.334824e-03 1.419165e-02 -5.822462e-04
## 37 patient_07_T2 patient_07_T3 5.142567e-09 5.065172e-03 7.793329e-04
## 38 patient_07_T2 patient_07_T4 2.023319e-05 8.403275e-03 -3.560457e-05
## 39 patient_07_T3 patient_07_T4 2.022805e-05 3.338104e-03 -8.149375e-04
## 40 patient_08_T1 patient_08_T2 -3.094895e-06 -4.020483e-03 4.960615e-03
## 41 patient_09_T1 patient_09_T2 -4.411396e-05 4.735872e-03 8.038969e-03
## 42 patient_09_T1 patient_09_T3 -4.025812e-05 -2.347994e-04 7.667936e-03
## 43 patient_09_T1 patient_09_T4 -2.382934e-05 1.500920e-03 7.112201e-03
## 44 patient_09_T2 patient_09_T3 3.855843e-06 -4.970672e-03 -3.710329e-04
## 45 patient_09_T2 patient_09_T4 2.028462e-05 -3.234952e-03 -9.267686e-04
## 46 patient_09_T3 patient_09_T4 1.642878e-05 1.735720e-03 -5.557357e-04
## 47 patient_10_T1 patient_10_T2 3.778135e-04 -2.980045e-03 3.713482e-03
## 48 patient_10_T1 patient_10_T3 9.914119e-05 -2.731273e-03 2.463164e-03
## 49 patient_10_T2 patient_10_T3 -2.786723e-04 2.487723e-04 -1.250317e-03
## 50 patient_11_T1 patient_11_T2 -2.809293e-04 2.218770e-03 -1.686634e-04
## 51 patient_11_T1 patient_11_T3 -2.817148e-04 -2.076194e-04 -1.168624e-03
## 52 patient_11_T1 patient_11_T4 -2.820163e-04 -2.727298e-04 -1.157307e-03
## 53 patient_11_T2 patient_11_T3 -7.854551e-07 -2.426389e-03 -9.999604e-04
## 54 patient_11_T2 patient_11_T4 -1.086985e-06 -2.491500e-03 -9.886440e-04
## 55 patient_11_T3 patient_11_T4 -3.015304e-07 -6.511036e-05 1.131637e-05
## 56 patient_12_T1 patient_12_T2 7.479262e-09 3.367805e-04 -1.010798e-04
## 57 patient_12_T1 patient_12_T3 5.247110e-07 -1.526156e-03 -1.449875e-05
## 58 patient_12_T1 patient_12_T4 1.503217e-08 -1.165944e-03 3.092090e-06
## 59 patient_12_T2 patient_12_T3 5.172317e-07 -1.862936e-03 8.658108e-05
## 60 patient_12_T2 patient_12_T4 7.552908e-09 -1.502724e-03 1.041719e-04
## 61 patient_12_T3 patient_12_T4 -5.096788e-07 3.602120e-04 1.759084e-05
## 62 patient_13_T1 patient_13_T2 -5.363942e-03 4.763238e-03 -1.513151e-04
## 63 patient_13_T1 patient_13_T3 -5.363955e-03 2.750247e-03 1.135968e-04
## 64 patient_13_T1 patient_13_T4 -5.363955e-03 3.221250e-03 1.603466e-03
## 65 patient_13_T2 patient_13_T3 -1.248338e-08 -2.012991e-03 2.649119e-04
## 66 patient_13_T2 patient_13_T4 -1.231559e-08 -1.541988e-03 1.754781e-03
## 67 patient_13_T3 patient_13_T4 1.677911e-10 4.710026e-04 1.489869e-03
## 68 patient_14_T1 patient_14_T2 -7.158034e-03 5.543182e-03 4.156919e-04
## 69 patient_14_T1 patient_14_T3 -7.158031e-03 -1.081954e-04 2.642465e-04
## 70 patient_14_T1 patient_14_T4 -7.056199e-03 2.318643e-03 1.166287e-03
## 71 patient_14_T2 patient_14_T3 2.783735e-09 -5.651378e-03 -1.514454e-04
## 72 patient_14_T2 patient_14_T4 1.018350e-04 -3.224539e-03 7.505954e-04
## 73 patient_14_T3 patient_14_T4 1.018322e-04 2.426839e-03 9.020408e-04
## microbe_004 microbe_005 microbe_006 microbe_007 microbe_008
## 1 2.793014e-06 1.414432e-10 -5.883737e-04 4.880645e-03 1.733892e-06
## 2 7.059683e-09 7.059683e-09 -7.083759e-04 -2.610281e-05 -5.639535e-07
## 3 1.988135e-05 3.344092e-09 -3.888728e-04 -2.533949e-05 5.310682e-07
## 4 -2.785955e-06 6.918240e-09 -1.200023e-04 -4.906748e-03 -2.297845e-06
## 5 1.708834e-05 3.202648e-09 1.995009e-04 -4.905984e-03 -1.202823e-06
## 6 1.987429e-05 -3.715591e-09 3.195032e-04 7.633174e-07 1.095022e-06
## 7 -1.421333e-04 2.117130e-05 2.519061e-06 5.467183e-03 -2.987233e-04
## 8 -3.071910e-04 2.348262e-09 -3.233989e-05 -9.212837e-05 6.295615e-05
## 9 -1.650577e-04 -2.116895e-05 -3.485895e-05 -5.559311e-03 3.616795e-04
## 10 2.257739e-05 8.031141e-06 -3.224081e-05 4.122403e-04 -3.691831e-04
## 11 2.873241e-05 1.299421e-06 -1.904564e-05 2.764843e-02 -2.904647e-04
## 12 2.034709e-05 6.133509e-04 -1.830643e-05 2.313954e-02 -3.437981e-04
## 13 6.155024e-06 -6.731720e-06 1.319518e-05 2.723619e-02 7.871842e-05
## 14 -2.230300e-06 6.053198e-04 1.393439e-05 2.272730e-02 2.538499e-05
## 15 -8.385324e-06 6.120515e-04 7.392102e-07 -4.508894e-03 -5.333343e-05
## 16 -8.777700e-05 1.790779e-03 9.619546e-04 3.234185e-03 6.262884e-04
## 17 5.950407e-05 1.144615e-03 8.914494e-04 6.444418e-03 6.663560e-04
## 18 -4.027054e-05 1.071874e-03 1.529272e-04 4.341587e-03 1.157442e-05
## 19 1.472811e-04 -6.461638e-04 -7.050526e-05 3.210234e-03 4.006764e-05
## 20 4.750646e-05 -7.189049e-04 -8.090274e-04 1.107403e-03 -6.147140e-04
## 21 -9.977461e-05 -7.274117e-05 -7.385221e-04 -2.102831e-03 -6.547816e-04
## 22 -6.156257e-06 -3.632301e-06 -3.288566e-05 -1.206062e-08 -1.143137e-03
## 23 4.087663e-06 -3.621951e-06 8.815455e-04 -1.710528e-09 -2.302206e-03
## 24 -6.147375e-06 -3.623418e-06 -1.374233e-05 7.611144e-07 -1.351275e-03
## 25 1.024392e-05 1.035009e-08 9.144311e-04 1.035009e-08 -1.159069e-03
## 26 8.882529e-09 8.882529e-09 1.914332e-05 7.731750e-07 -2.081380e-04
## 27 -1.023504e-05 -1.467560e-09 -8.952878e-04 7.628249e-07 9.509311e-04
## 28 -5.318016e-09 7.344288e-04 6.395658e-05 9.153078e-03 3.363055e-04
## 29 6.271462e-07 8.916052e-05 3.301732e-04 1.042879e-02 -1.871031e-04
## 30 8.833841e-10 6.791555e-04 1.627443e-05 5.740530e-03 1.565281e-04
## 31 6.324642e-07 -6.452683e-04 2.662166e-04 1.275714e-03 -5.234086e-04
## 32 6.201400e-09 -5.527327e-05 -4.768215e-05 -3.412548e-03 -1.797774e-04
## 33 -6.262628e-07 5.899950e-04 -3.138988e-04 -4.688262e-03 3.436312e-04
## 34 -1.446288e-05 1.928493e-09 -1.571419e-06 5.320334e-04 1.110622e-04
## 35 -1.445773e-05 2.156281e-06 -2.673698e-05 3.025917e-03 3.243687e-04
## 36 -1.445904e-05 5.763240e-09 1.405665e-04 6.392010e-05 1.676883e-04
## 37 5.142567e-09 2.154353e-06 -2.516556e-05 2.493883e-03 2.133065e-04
## 38 3.834747e-09 3.834747e-09 1.421379e-04 -4.681133e-04 5.662611e-05
## 39 -1.307820e-09 -2.150518e-06 1.673035e-04 -2.961996e-03 -1.566804e-04
## 40 3.496680e-04 1.001405e-04 -9.651327e-06 1.034982e-04 -6.376357e-04
## 41 3.742000e-05 -2.684672e-05 7.977636e-04 -7.646048e-03 -3.484164e-03
## 42 -1.489266e-04 7.423231e-05 3.328180e-04 -7.580719e-03 -4.239627e-03
## 43 2.353880e-05 -1.667386e-04 4.627750e-04 -7.620628e-03 -3.751854e-03
## 44 -1.863466e-04 1.010790e-04 -4.649456e-04 6.532879e-05 -7.554636e-04
## 45 -1.388121e-05 -1.398919e-04 -3.349886e-04 2.542003e-05 -2.676907e-04
## 46 1.724654e-04 -2.409709e-04 1.299570e-04 -3.990876e-05 4.877729e-04
## 47 1.072739e-04 8.478360e-04 -5.450507e-04 1.779035e-02 -1.014552e-03
## 48 7.198339e-05 2.121521e-03 -3.165454e-04 1.449883e-02 -4.669248e-04
## 49 -3.529048e-05 1.273685e-03 2.285054e-04 -3.291517e-03 5.476273e-04
## 50 -6.961446e-05 -4.401904e-04 3.795007e-06 -4.009939e-03 -1.810369e-04
## 51 -2.036781e-05 -3.825863e-04 3.258598e-06 -3.925360e-03 -3.652600e-04
## 52 4.704503e-05 -3.807108e-04 3.412198e-05 -3.891150e-03 -4.189153e-04
## 53 4.924665e-05 5.760413e-05 -5.364098e-07 8.457860e-05 -1.842231e-04
## 54 1.166595e-04 5.947960e-05 3.032697e-05 1.187895e-04 -2.378784e-04
## 55 6.741284e-05 1.875473e-06 3.086338e-05 3.421090e-05 -5.365531e-05
## 56 9.771004e-06 1.685054e-06 -1.909836e-04 6.000892e-04 -1.177716e-04
## 57 8.344283e-04 1.029202e-08 -1.954550e-04 -3.329651e-06 -1.147291e-04
## 58 6.523166e-04 1.503217e-08 -1.898167e-04 -4.027336e-06 6.956600e-05
## 59 8.246572e-04 -1.674762e-06 -4.471333e-06 -6.034189e-04 3.042481e-06
## 60 6.425456e-04 -1.670022e-06 1.166977e-06 -6.041165e-04 1.873376e-04
## 61 -1.821116e-04 4.740145e-09 5.638311e-06 -6.976852e-07 1.842951e-04
## 62 1.461033e-06 2.394952e-05 4.268489e-05 3.841313e-03 -9.184978e-05
## 63 1.781802e-04 -2.604077e-10 2.978423e-05 -5.714674e-05 -6.960755e-05
## 64 2.165334e-04 2.558380e-05 1.554417e-05 2.619784e-03 -7.450428e-05
## 65 1.767192e-04 -2.394978e-05 -1.290065e-05 -3.898460e-03 2.224224e-05
## 66 2.150723e-04 1.634280e-06 -2.714072e-05 -1.221529e-03 1.734550e-05
## 67 3.835313e-05 2.558406e-05 -1.424007e-05 2.676931e-03 -4.896735e-06
## 68 1.401183e-06 2.206851e-06 2.156554e-05 8.983678e-04 5.701672e-06
## 69 -2.978078e-09 -2.978078e-09 7.461887e-05 3.318508e-04 -1.090515e-06
## 70 3.309212e-09 4.389061e-06 3.295926e-05 2.699940e-04 4.033150e-06
## 71 -1.404161e-06 -2.209830e-06 5.305333e-05 -5.665170e-04 -6.792188e-06
## 72 -1.397874e-06 2.182209e-06 1.139372e-05 -6.283738e-04 -1.668522e-06
## 73 6.287290e-09 4.392039e-06 -4.165962e-05 -6.185679e-05 5.123666e-06
## microbe_009 microbe_010 microbe_011 microbe_012 microbe_013
## 1 -2.036791e-03 -2.684278e-06 1.127347e-03 3.952054e-06 4.779565e-04
## 2 1.287085e-03 2.524094e-05 -5.190191e-04 2.695802e-06 1.859406e-03
## 3 1.463815e-03 6.823597e-05 1.673026e-03 1.464112e-05 2.887546e-04
## 4 3.323875e-03 2.792521e-05 -1.646366e-03 -1.256252e-06 1.381450e-03
## 5 3.500605e-03 7.092025e-05 5.456799e-04 1.068907e-05 -1.892019e-04
## 6 1.767300e-04 4.299503e-05 2.192046e-03 1.194532e-05 -1.570652e-03
## 7 -4.336132e-03 6.805246e-04 1.145537e-02 7.160803e-06 -1.723796e-04
## 8 -2.528934e-03 2.172789e-04 -3.884780e-04 1.633593e-05 1.472750e-03
## 9 1.807198e-03 -4.632457e-04 -1.184385e-02 9.175129e-06 1.645130e-03
## 10 4.517359e-03 2.451265e-04 -2.568799e-04 -1.080933e-06 -7.617466e-04
## 11 8.370699e-04 1.591159e-04 6.796425e-04 -1.078048e-06 -1.012963e-03
## 12 6.157991e-04 4.746455e-04 2.013856e-04 1.099492e-05 -9.035199e-04
## 13 -3.680289e-03 -8.601059e-05 9.365224e-04 2.885103e-09 -2.512160e-04
## 14 -3.901560e-03 2.295190e-04 4.582655e-04 1.207585e-05 -1.417732e-04
## 15 -2.212708e-04 3.155296e-04 -4.782569e-04 1.207296e-05 1.094428e-04
## 16 -9.254372e-03 1.053607e-04 2.764848e-03 -1.900103e-04 -9.462299e-05
## 17 -1.579457e-02 1.165303e-04 2.986350e-04 -1.111140e-04 -2.308874e-04
## 18 -1.016316e-02 1.070069e-04 -2.015640e-04 -1.425375e-04 -3.207092e-04
## 19 -6.540199e-03 1.116959e-05 -2.466213e-03 7.889623e-05 -1.362644e-04
## 20 -9.087894e-04 1.646213e-06 -2.966412e-03 4.747270e-05 -2.260862e-04
## 21 5.631410e-03 -9.523380e-06 -5.001990e-04 -3.142353e-05 -8.982176e-05
## 22 -4.797627e-03 -4.085317e-06 -7.378541e-05 -1.495780e-05 -4.071806e-05
## 23 4.783381e-03 8.676226e-05 1.219658e-04 -1.365603e-05 1.000300e-04
## 24 6.720603e-03 8.905270e-05 1.375326e-03 -1.205870e-05 -5.253607e-06
## 25 9.581009e-03 9.084758e-05 1.957513e-04 1.301765e-06 1.407480e-04
## 26 1.151823e-02 9.313802e-05 1.449112e-03 2.899092e-06 3.546445e-05
## 27 1.937222e-03 2.290440e-06 1.253360e-03 1.597327e-06 -1.052836e-04
## 28 -3.367738e-03 2.227112e-05 9.712452e-04 -5.318016e-09 -5.554686e-04
## 29 -2.810801e-03 3.594304e-05 5.839271e-04 2.654533e-06 -6.997035e-04
## 30 -9.469011e-04 1.300130e-06 1.392724e-03 5.685244e-05 -5.469557e-04
## 31 5.569369e-04 1.367193e-05 -3.873182e-04 2.659851e-06 -1.442348e-04
## 32 2.420837e-03 -2.097099e-05 4.214783e-04 5.685776e-05 8.512915e-06
## 33 1.863900e-03 -3.464291e-05 8.087965e-04 5.419791e-05 1.527478e-04
## 34 2.827573e-03 1.549004e-04 7.066907e-05 -1.368750e-06 3.130862e-04
## 35 3.882221e-03 2.307030e-04 2.671267e-04 1.256550e-06 1.252841e-03
## 36 8.931025e-03 2.346230e-05 2.934638e-04 -3.907382e-06 4.951934e-04
## 37 1.054647e-03 7.580259e-05 1.964577e-04 2.625300e-06 9.397547e-04
## 38 6.103452e-03 -1.314381e-04 2.227948e-04 -2.538632e-06 1.821072e-04
## 39 5.048804e-03 -2.072407e-04 2.633711e-05 -5.163932e-06 -7.576475e-04
## 40 -3.616136e-03 -5.661011e-04 1.358257e-03 3.598014e-03 3.367732e-06
## 41 6.684862e-03 2.396917e-04 2.085188e-02 -1.856654e-04 -5.312643e-04
## 42 6.436342e-04 6.511985e-06 5.118778e-03 -1.650114e-04 -5.687806e-04
## 43 3.412709e-03 2.360295e-04 2.397864e-03 8.641801e-04 -6.068879e-04
## 44 -6.041227e-03 -2.331797e-04 -1.573310e-02 2.065400e-05 -3.751636e-05
## 45 -3.272152e-03 -3.662120e-06 -1.845401e-02 1.049845e-03 -7.562365e-05
## 46 2.769075e-03 2.295176e-04 -2.720914e-03 1.029191e-03 -3.810728e-05
## 47 1.844188e-03 2.550427e-04 2.961731e-04 -1.695524e-03 -7.622748e-04
## 48 -8.711259e-04 7.687309e-05 -6.981615e-04 -1.696980e-03 -5.665397e-04
## 49 -2.715314e-03 -1.781696e-04 -9.943345e-04 -1.455794e-06 1.957351e-04
## 50 -8.176285e-05 -2.567398e-04 4.371777e-04 -2.248927e-06 9.943001e-04
## 51 9.595629e-05 -3.701968e-04 3.285918e-04 -1.315434e-05 2.965979e-04
## 52 3.897193e-03 -1.871054e-04 4.422697e-04 -2.056788e-05 5.949870e-04
## 53 1.777191e-04 -1.134570e-04 -1.085859e-04 -1.090541e-05 -6.977022e-04
## 54 3.978956e-03 6.963438e-05 5.092044e-06 -1.831895e-05 -3.993131e-04
## 55 3.801237e-03 1.830914e-04 1.136779e-04 -7.413539e-06 2.983891e-04
## 56 1.928157e-03 -1.349508e-04 4.421460e-05 7.479262e-09 1.017238e-03
## 57 4.343485e-03 -6.140517e-05 2.254878e-04 1.029202e-08 2.635576e-05
## 58 6.992913e-03 4.991761e-04 -4.029261e-05 1.503217e-08 4.171960e-04
## 59 2.415327e-03 7.354560e-05 1.812732e-04 2.812763e-09 -9.908818e-04
## 60 5.064755e-03 6.341269e-04 -8.450720e-05 7.552908e-09 -6.000416e-04
## 61 2.649428e-03 5.605813e-04 -2.657804e-04 4.740145e-09 3.908402e-04
## 62 2.852572e-03 3.305374e-04 4.588075e-04 -5.936049e-03 1.915990e-04
## 63 6.204225e-03 2.107797e-04 -3.347738e-03 -5.612852e-03 1.508756e-04
## 64 4.640485e-03 2.181428e-04 -1.174985e-03 -6.743577e-03 3.174729e-04
## 65 3.351654e-03 -1.197576e-04 -3.806546e-03 3.231968e-04 -4.072337e-05
## 66 1.787913e-03 -1.123945e-04 -1.633793e-03 -8.075282e-04 1.258739e-04
## 67 -1.563740e-03 7.363107e-06 2.172753e-03 -1.130725e-03 1.665973e-04
## 68 -3.388462e-03 1.220804e-04 1.114164e-03 6.156410e-05 -3.613863e-04
## 69 -1.509364e-03 -3.523169e-05 -1.606705e-04 9.558131e-05 -1.483986e-04
## 70 4.814308e-04 3.614664e-04 1.210602e-03 1.054077e-04 -4.395016e-04
## 71 1.879098e-03 -1.573121e-04 -1.274834e-03 3.401721e-05 2.129877e-04
## 72 3.869892e-03 2.393859e-04 9.643818e-05 4.384360e-05 -7.811528e-05
## 73 1.990794e-03 3.966980e-04 1.371272e-03 9.826384e-06 -2.911030e-04
## microbe_014 microbe_015 microbe_016 microbe_017 microbe_018
## 1 8.849872e-07 1.250164e-03 -3.126647e-05 2.974319e-04 1.414432e-10
## 2 7.059683e-09 1.088448e-03 -2.071623e-05 3.510606e-04 7.059683e-09
## 3 2.343691e-05 3.054539e-03 1.074110e-04 8.054656e-05 3.344092e-09
## 4 -8.779275e-07 -1.617155e-04 1.055024e-05 5.362871e-05 6.918240e-09
## 5 2.255192e-05 1.804375e-03 1.386775e-04 -2.168853e-04 3.202648e-09
## 6 2.342985e-05 1.966091e-03 1.281272e-04 -2.705140e-04 -3.715591e-09
## 7 -4.056173e-04 -2.158482e-09 -2.096624e-05 4.467316e-03 -5.364726e-03
## 8 -4.876759e-04 2.348262e-09 4.919706e-06 -1.737159e-03 -3.082712e-03
## 9 -8.205861e-05 4.506743e-09 2.588595e-05 -6.204475e-03 2.282013e-03
## 10 -1.489495e-03 -2.338548e-03 -2.025652e-06 1.566196e-04 1.961767e-06
## 11 -6.327817e-04 -2.346281e-03 -6.822785e-06 2.247295e-04 -1.874083e-08
## 12 -4.886592e-04 -2.345461e-03 1.630934e-04 3.364963e-04 -1.293737e-08
## 13 8.567132e-04 -7.733233e-06 -4.797133e-06 6.810991e-05 -1.980508e-06
## 14 1.000836e-03 -6.912743e-06 1.651190e-04 1.798767e-04 -1.974705e-06
## 15 1.441225e-04 8.204894e-07 1.699161e-04 1.117667e-04 5.803460e-09
## 16 1.617692e-03 -9.742969e-04 7.830112e-05 6.088531e-03 2.151983e-05
## 17 2.484775e-03 2.506590e-03 6.603224e-04 8.371649e-03 7.614236e-05
## 18 1.884385e-03 1.112105e-03 2.057964e-04 6.818671e-03 9.116426e-05
## 19 8.670834e-04 3.480887e-03 5.820213e-04 2.283117e-03 5.462253e-05
## 20 2.666939e-04 2.086402e-03 1.274953e-04 7.301403e-04 6.964444e-05
## 21 -6.003894e-04 -1.394484e-03 -4.545260e-04 -1.552977e-03 1.502190e-05
## 22 -2.347435e-03 -2.369141e-03 -1.560497e-05 -5.458111e-05 -1.206062e-08
## 23 -2.231179e-03 -2.218857e-03 -1.109641e-05 7.545493e-04 -1.710528e-09
## 24 -2.180180e-03 -6.141950e-04 -4.201718e-06 1.324785e-03 8.201587e-07
## 25 1.162559e-04 1.502837e-04 4.508560e-06 8.091304e-04 1.035009e-08
## 26 1.672544e-04 1.754946e-03 1.140325e-05 1.379366e-03 8.322194e-07
## 27 5.099852e-05 1.604662e-03 6.894691e-06 5.702361e-04 8.218693e-07
## 28 7.262279e-04 9.731269e-04 1.719740e-04 5.614981e-04 -5.339193e-06
## 29 7.038044e-04 -3.351033e-04 3.562766e-05 5.545726e-04 -2.949670e-06
## 30 1.022131e-03 1.077163e-03 3.597014e-04 1.534373e-04 -5.332991e-06
## 31 -2.242351e-05 -1.308230e-03 -1.363463e-04 -6.925519e-06 2.389523e-06
## 32 2.959027e-04 1.040357e-04 1.877274e-04 -4.080608e-04 6.201400e-09
## 33 3.183262e-04 1.412266e-03 3.240737e-04 -4.011353e-04 -2.383322e-06
## 34 -1.934904e-04 -4.987160e-04 1.621046e-05 2.766323e-03 -8.199716e-07
## 35 1.161334e-03 -3.548229e-04 2.807503e-04 4.212377e-03 8.006971e-06
## 36 1.227471e-03 5.254185e-04 2.133769e-05 5.712700e-04 1.589713e-07
## 37 1.354825e-03 1.438931e-04 2.645398e-04 1.446055e-03 8.826943e-06
## 38 1.420961e-03 1.024134e-03 5.127229e-06 -2.195053e-03 9.789429e-07
## 39 6.613694e-05 8.802413e-04 -2.594126e-04 -3.641107e-03 -7.848000e-06
## 40 1.805991e-05 8.422417e-07 1.812733e-03 -1.281296e-03 -3.872648e-09
## 41 -2.274116e-04 -2.436682e-04 -2.259402e-03 1.056127e-03 -1.063148e-04
## 42 -8.528621e-04 -2.981829e-04 -2.278480e-03 8.974515e-03 -3.719813e-04
## 43 -1.729960e-04 -2.980957e-04 -1.379627e-03 1.098557e-02 -2.614297e-04
## 44 -6.254504e-04 -5.451472e-05 -1.907817e-05 7.918388e-03 -2.656665e-04
## 45 5.441566e-05 -5.442757e-05 8.797753e-04 9.929442e-03 -1.551149e-04
## 46 6.798661e-04 8.714180e-08 8.988535e-04 2.011054e-03 1.105516e-04
## 47 -7.907432e-05 -2.813841e-04 6.350599e-05 2.794033e-03 -3.033891e-03
## 48 -6.520222e-05 -2.833984e-04 9.308538e-05 2.034244e-03 -4.158955e-03
## 49 1.387209e-05 -2.014295e-06 2.957940e-05 -7.597887e-04 -1.125064e-03
## 50 -6.488208e-04 -4.897497e-04 2.708383e-05 -2.775932e-03 1.117530e-04
## 51 -4.467898e-04 -9.553352e-04 2.850282e-05 -8.509598e-03 -3.342971e-05
## 52 -1.201428e-03 -1.534351e-03 2.091561e-05 -8.095096e-03 1.647283e-05
## 53 2.020310e-04 -4.655855e-04 1.418994e-06 -5.733666e-03 -1.451827e-04
## 54 -5.526075e-04 -1.044602e-03 -6.168217e-06 -5.319164e-03 -9.528018e-05
## 55 -7.546385e-04 -5.790163e-04 -7.587211e-06 4.145016e-04 4.990254e-05
## 56 3.108539e-04 -1.089252e-04 1.678660e-07 3.753401e-04 7.479262e-09
## 57 1.148859e-04 -1.078248e-04 7.392968e-06 -1.705430e-05 1.029202e-08
## 58 3.591628e-04 -1.118132e-04 2.061804e-05 -1.747393e-05 1.503217e-08
## 59 -1.959680e-04 1.100375e-06 7.225102e-06 -3.923944e-04 2.812763e-09
## 60 4.830893e-05 -2.888086e-06 2.045018e-05 -3.928140e-04 7.552908e-09
## 61 2.442769e-04 -3.988461e-06 1.322507e-05 -4.196311e-07 4.740145e-09
## 62 -2.613014e-03 -2.792084e-06 1.898413e-03 3.155549e-03 -7.448432e-04
## 63 -9.815947e-04 5.122736e-06 7.133927e-04 4.840372e-04 -9.371831e-04
## 64 -2.500096e-03 -2.957255e-06 1.498883e-03 3.459001e-04 -9.220250e-04
## 65 1.631419e-03 7.914821e-06 -1.185020e-03 -2.671512e-03 -1.923399e-04
## 66 1.129174e-04 -1.651710e-07 -3.995304e-04 -2.809649e-03 -1.771818e-04
## 67 -1.518502e-03 -8.079992e-06 7.854898e-04 -1.381371e-04 1.515808e-05
## 68 2.445182e-03 -1.897673e-03 3.273228e-06 6.498899e-03 2.005432e-06
## 69 7.000046e-04 -1.961194e-03 6.345793e-07 3.141582e-03 3.810319e-06
## 70 2.896354e-03 -1.935792e-03 1.097156e-05 6.124627e-03 2.726284e-06
## 71 -1.745178e-03 -6.352164e-05 -2.638649e-06 -3.357318e-03 1.804887e-06
## 72 4.511715e-04 -3.811976e-05 7.698335e-06 -3.742726e-04 7.208512e-07
## 73 2.196349e-03 2.540188e-05 1.033698e-05 2.983045e-03 -1.084035e-06
## microbe_019 microbe_020 microbe_021 microbe_022 microbe_023
## 1 1.551819e-03 -6.414824e-04 1.393090e-05 1.414432e-10 1.299043e-04
## 2 1.895303e-03 -7.095469e-04 7.059683e-09 7.059683e-09 1.000752e-03
## 3 1.716464e-03 -7.917087e-04 3.344092e-09 3.344092e-09 1.487114e-03
## 4 3.434836e-04 -6.806453e-05 -1.392384e-05 6.918240e-09 8.708479e-04
## 5 1.646454e-04 -1.502263e-04 -1.392756e-05 3.202648e-09 1.357210e-03
## 6 -1.788382e-04 -8.216180e-05 -3.715591e-09 -3.715591e-09 4.863622e-04
## 7 -2.158482e-09 7.375970e-05 9.892031e-05 2.651729e-03 -3.526810e-04
## 8 2.348262e-09 2.349712e-04 -1.118177e-05 -7.217600e-05 5.857402e-04
## 9 4.506743e-09 1.612115e-04 -1.101021e-04 -2.723905e-03 9.384212e-04
## 10 -2.000033e-04 -1.038441e-03 9.127678e-07 9.502309e-07 3.761063e-04
## 11 -7.279215e-05 -9.465075e-04 2.236685e-06 3.559557e-05 1.184072e-03
## 12 2.176175e-04 -9.985297e-04 4.166126e-06 1.555755e-04 3.127258e-04
## 13 1.272111e-04 9.193374e-05 1.323917e-06 3.464534e-05 8.079655e-04
## 14 4.176208e-04 3.991155e-05 3.253358e-06 1.546253e-04 -6.338050e-05
## 15 2.904096e-04 -5.202219e-05 1.929441e-06 1.199800e-04 -8.713460e-04
## 16 -1.963400e-03 1.947006e-04 1.754265e-04 1.995430e-05 -1.764057e-04
## 17 -2.095911e-03 9.907561e-05 2.797054e-03 8.830223e-03 -2.260592e-04
## 18 -2.099930e-03 -5.751254e-05 1.638011e-03 7.030404e-03 -1.062994e-04
## 19 -1.325113e-04 -9.562498e-05 2.621628e-03 8.810269e-03 -4.965345e-05
## 20 -1.365303e-04 -2.522131e-04 1.462584e-03 7.010450e-03 7.010633e-05
## 21 -4.019040e-06 -1.565881e-04 -1.159044e-03 -1.799819e-03 1.197598e-04
## 22 -1.003929e-05 8.942961e-05 -1.206062e-08 -1.206062e-08 6.652035e-04
## 23 -1.002894e-05 -3.647525e-04 1.166375e-06 -1.710528e-09 8.842384e-04
## 24 5.044025e-05 -3.043429e-05 1.824035e-06 -3.178088e-09 9.634457e-04
## 25 1.035009e-08 -4.541821e-04 1.178436e-06 1.035009e-08 2.190349e-04
## 26 6.047954e-05 -1.198639e-04 1.836096e-06 8.882529e-09 2.982422e-04
## 27 6.046919e-05 3.343182e-04 6.576597e-07 -1.467560e-09 7.920730e-05
## 28 -3.491008e-04 1.934993e-05 5.214529e-03 1.803255e-04 2.053589e-04
## 29 -7.104822e-04 7.993961e-05 1.102058e-03 1.557382e-03 -3.542458e-04
## 30 -5.538815e-04 2.975541e-05 1.221382e-03 2.562284e-04 -3.541665e-04
## 31 -3.613814e-04 6.058967e-05 -4.112471e-03 1.377057e-03 -5.596047e-04
## 32 -2.047807e-04 1.040547e-05 -3.993147e-03 7.590288e-05 -5.595254e-04
## 33 1.566007e-04 -5.018420e-05 1.193232e-04 -1.301154e-03 7.930134e-08
## 34 -1.052643e-04 -3.161948e-04 7.989157e-03 1.928493e-09 2.797275e-04
## 35 -5.753551e-05 -3.590599e-04 8.413485e-04 7.071060e-09 1.581173e-03
## 36 1.397620e-05 5.902536e-04 5.204812e-05 1.135303e-06 1.231977e-03
## 37 4.772881e-05 -4.286514e-05 -7.147808e-03 5.142567e-09 1.301445e-03
## 38 1.192405e-04 9.064483e-04 -7.937109e-03 1.133375e-06 9.522499e-04
## 39 7.151171e-05 9.493135e-04 -7.893004e-04 1.128232e-06 -3.491953e-04
## 40 6.216129e-05 -4.029419e-03 5.199442e-05 -3.338116e-04 -4.126995e-04
## 41 4.920040e-06 1.846458e-04 -1.651392e-05 -2.058888e-04 1.278625e-03
## 42 9.891117e-06 -3.226116e-05 -1.270540e-05 -2.060301e-04 3.440773e-04
## 43 3.622063e-07 2.890220e-05 -1.378819e-05 -1.966974e-04 6.517140e-04
## 44 4.971077e-06 -2.169070e-04 3.808515e-06 -1.413385e-07 -9.345478e-04
## 45 -4.557833e-06 -1.557436e-04 2.725721e-06 9.191402e-06 -6.269110e-04
## 46 -9.528910e-06 6.116337e-05 -1.082794e-06 9.332741e-06 3.076367e-04
## 47 1.565521e-09 -2.131651e-05 3.379003e-05 1.546698e-03 1.665486e-03
## 48 -8.616831e-10 2.770803e-04 8.228336e-05 4.782615e-04 1.237554e-03
## 49 -2.427204e-09 2.983968e-04 4.849334e-05 -1.068436e-03 -4.279314e-04
## 50 -3.413761e-04 3.730361e-04 -6.827851e-04 -2.698190e-04 1.083431e-03
## 51 -4.743546e-04 -3.369391e-05 -6.642605e-04 -2.762226e-04 1.153931e-03
## 52 -1.645839e-04 -2.046537e-04 -6.527867e-04 -2.668302e-04 3.455977e-03
## 53 -1.329786e-04 -4.067300e-04 1.852454e-05 -6.403580e-06 7.050058e-05
## 54 1.767921e-04 -5.776899e-04 2.999837e-05 2.988823e-06 2.372546e-03
## 55 3.097707e-04 -1.709598e-04 1.147383e-05 9.392403e-06 2.302046e-03
## 56 7.914362e-04 9.451626e-05 -8.634043e-06 8.213282e-04 -2.415990e-04
## 57 -1.115247e-04 -7.921855e-06 -1.348454e-05 1.029202e-08 -4.193740e-04
## 58 -7.513020e-05 3.832835e-04 -1.062913e-05 6.218308e-07 2.424610e-04
## 59 -9.029609e-04 -1.024381e-04 -4.850495e-06 -8.213179e-04 -1.777750e-04
## 60 -8.665664e-04 2.887672e-04 -1.995086e-06 -8.207064e-04 4.840601e-04
## 61 3.639451e-05 3.912053e-04 2.855409e-06 6.115387e-07 6.618351e-04
## 62 2.761320e-06 3.248110e-04 2.042849e-05 2.981124e-03 1.589710e-03
## 63 -2.604077e-10 -1.768715e-04 -5.642189e-06 -2.292392e-03 2.203546e-04
## 64 -9.261657e-11 4.052469e-05 3.298101e-04 2.422666e-03 8.038444e-04
## 65 -2.761581e-06 -5.016825e-04 -2.607068e-05 -5.273516e-03 -1.369356e-03
## 66 -2.761413e-06 -2.842863e-04 3.093816e-04 -5.584581e-04 -7.858660e-04
## 67 1.677911e-10 2.173962e-04 3.354522e-04 4.715058e-03 5.834898e-04
## 68 1.048715e-06 8.469135e-04 -3.213423e-06 1.813214e-03 3.559076e-04
## 69 -2.978078e-09 -2.898798e-05 -8.496822e-06 2.489361e-03 1.872432e-04
## 70 2.061184e-06 4.818694e-04 5.317001e-05 2.258081e-05 3.202898e-04
## 71 -1.051694e-06 -8.759015e-04 -5.283399e-06 6.761476e-04 -1.686644e-04
## 72 1.012469e-06 -3.650441e-04 5.638343e-05 -1.790633e-03 -3.561783e-05
## 73 2.064162e-06 5.108574e-04 6.166683e-05 -2.466781e-03 1.330466e-04
## microbe_024 microbe_025 microbe_026 microbe_027 microbe_028
## 1 1.667628e-04 -7.746546e-04 3.163597e-04 5.121229e-03 8.597914e-05
## 2 3.005832e-03 3.825372e-04 -2.858201e-06 1.184309e-02 2.186092e-03
## 3 3.386890e-03 8.863553e-05 -2.313952e-06 1.205049e-02 1.130120e-03
## 4 2.839069e-03 1.157192e-03 -3.192179e-04 6.721862e-03 2.100113e-03
## 5 3.220127e-03 8.632901e-04 -3.186737e-04 6.929260e-03 1.044141e-03
## 6 3.810585e-04 -2.939016e-04 5.442490e-07 2.073982e-04 -1.055973e-03
## 7 -1.200836e-03 -2.620762e-05 1.282621e-03 -3.480182e-03 -1.223985e-03
## 8 -5.485124e-04 -8.217828e-06 -1.619314e-04 -4.412924e-03 -2.848161e-04
## 9 6.523236e-04 1.798979e-05 -1.444552e-03 -9.327416e-04 9.391691e-04
## 10 8.233569e-05 -2.930479e-04 1.026543e-04 -6.245566e-03 4.295078e-03
## 11 -1.772101e-04 1.971603e-04 1.349332e-03 -3.908928e-03 2.715782e-03
## 12 5.931919e-04 -2.686314e-04 1.100045e-03 -2.652622e-03 1.191144e-03
## 13 -2.595458e-04 4.902082e-04 1.246678e-03 2.336638e-03 -1.579295e-03
## 14 5.108562e-04 2.441653e-05 9.973906e-04 3.592944e-03 -3.103933e-03
## 15 7.704020e-04 -4.657917e-04 -2.492872e-04 1.256306e-03 -1.524638e-03
## 16 1.642589e-04 1.072982e-04 1.633644e-03 6.478029e-03 1.565669e-03
## 17 9.516015e-04 5.755210e-06 5.565108e-03 8.611750e-03 4.566421e-03
## 18 1.442188e-03 2.940835e-05 3.127437e-03 4.896129e-03 2.504551e-03
## 19 7.873426e-04 -1.015430e-04 3.931464e-03 2.133722e-03 3.000752e-03
## 20 1.277929e-03 -7.788989e-05 1.493793e-03 -1.581899e-03 9.388817e-04
## 21 4.905861e-04 2.365314e-05 -2.437671e-03 -3.715621e-03 -2.061871e-03
## 22 -1.438504e-03 -1.140543e-05 -1.670516e-05 -7.046993e-03 -2.636118e-03
## 23 1.564919e-03 -8.380697e-06 -1.669481e-05 1.227372e-04 -9.707954e-04
## 24 2.409389e-03 2.244766e-05 -1.669628e-05 6.494461e-03 -1.071461e-03
## 25 3.003423e-03 3.024733e-06 1.035009e-08 7.169730e-03 1.665323e-03
## 26 3.847893e-03 3.385309e-05 8.882529e-09 1.354145e-02 1.564658e-03
## 27 8.444703e-04 3.082836e-05 -1.467560e-09 6.371724e-03 -1.006653e-04
## 28 6.613444e-04 8.215942e-04 1.201079e-03 1.052061e-02 1.814581e-04
## 29 7.862142e-04 -3.396061e-06 3.611994e-03 3.564799e-03 -4.367989e-04
## 30 8.994537e-04 3.781327e-05 6.990945e-04 1.038006e-02 6.735356e-04
## 31 1.248698e-04 -8.249902e-04 2.410915e-03 -6.955815e-03 -6.182570e-04
## 32 2.381093e-04 -7.837809e-04 -5.019842e-04 -1.405561e-04 4.920775e-04
## 33 1.132395e-04 4.120933e-05 -2.912899e-03 6.815259e-03 1.110335e-03
## 34 6.741374e-04 -1.343866e-05 4.291168e-04 6.377165e-04 2.155895e-03
## 35 8.200092e-04 1.090173e-03 2.939284e-04 3.809532e-03 7.875471e-04
## 36 3.791405e-04 1.059252e-03 2.032448e-05 9.070806e-03 5.728207e-04
## 37 1.458718e-04 1.103612e-03 -1.351884e-04 3.171815e-03 -1.368348e-03
## 38 -2.949969e-04 1.072691e-03 -4.087923e-04 8.433090e-03 -1.583074e-03
## 39 -4.408686e-04 -3.092102e-05 -2.736039e-04 5.261275e-03 -2.147264e-04
## 40 -3.976048e-04 -6.035883e-05 3.064736e-05 4.954371e-05 -4.296391e-05
## 41 1.485098e-03 -2.501999e-04 -2.197211e-03 1.725031e-02 4.793252e-03
## 42 3.362969e-03 -2.195749e-04 -2.056913e-03 1.261598e-03 2.235889e-03
## 43 1.958866e-03 -2.416559e-04 -2.385292e-03 4.357051e-03 3.815937e-03
## 44 1.877870e-03 3.062498e-05 1.402981e-04 -1.598871e-02 -2.557364e-03
## 45 4.737682e-04 8.544034e-06 -1.880815e-04 -1.289326e-02 -9.773153e-04
## 46 -1.404102e-03 -2.208094e-05 -3.283796e-04 3.095453e-03 1.580048e-03
## 47 1.059290e-03 -2.149082e-04 2.195474e-03 3.319414e-03 1.684351e-03
## 48 4.357981e-04 -2.155924e-04 1.685211e-03 1.019290e-04 5.404186e-04
## 49 -6.234919e-04 -6.842188e-07 -5.102627e-04 -3.217485e-03 -1.143932e-03
## 50 -9.868519e-03 1.653113e-05 -5.714619e-04 9.377153e-04 1.753279e-03
## 51 -7.276835e-03 1.998410e-05 -4.009239e-04 3.268166e-03 1.177430e-03
## 52 -2.947943e-03 5.840757e-04 -3.659733e-04 3.483204e-04 -8.800255e-05
## 53 2.591684e-03 3.452975e-06 1.705380e-04 2.330451e-03 -5.758491e-04
## 54 6.920575e-03 5.675446e-04 2.054886e-04 -5.893949e-04 -1.841281e-03
## 55 4.328891e-03 5.640916e-04 3.495066e-05 -2.919845e-03 -1.265432e-03
## 56 1.380022e-03 1.192607e-04 3.691937e-04 6.044274e-03 1.933666e-03
## 57 4.456761e-03 -9.144750e-06 5.485736e-07 7.159201e-03 1.004824e-03
## 58 3.486619e-03 2.427905e-05 4.134344e-07 1.349901e-02 7.694216e-04
## 59 3.076739e-03 -1.284055e-04 -3.686451e-04 1.114926e-03 -9.288412e-04
## 60 2.106597e-03 -9.498169e-05 -3.687802e-04 7.454737e-03 -1.164244e-03
## 61 -9.701419e-04 3.342380e-05 -1.351393e-07 6.339811e-03 -2.354029e-04
## 62 4.091031e-04 -2.564519e-04 1.282586e-03 9.350971e-03 1.326671e-03
## 63 2.233906e-04 -1.742041e-04 -1.239720e-04 5.356681e-03 7.026062e-04
## 64 1.755675e-04 -1.627130e-04 1.040526e-03 7.631967e-03 -5.082486e-06
## 65 -1.857124e-04 8.224788e-05 -1.406558e-03 -3.994290e-03 -6.240650e-04
## 66 -2.335356e-04 9.373890e-05 -2.420601e-04 -1.719004e-03 -1.331754e-03
## 67 -4.782316e-05 1.149102e-05 1.164498e-03 2.275285e-03 -7.076887e-04
## 68 -4.372583e-03 -5.931756e-04 3.353727e-04 4.319216e-03 -8.807715e-05
## 69 -5.558852e-03 -3.381258e-04 3.533959e-04 8.491023e-03 -1.343243e-03
## 70 -3.888314e-03 3.374640e-04 6.933073e-05 1.020900e-02 -5.999841e-05
## 71 -1.186269e-03 2.550498e-04 1.802323e-05 4.171806e-03 -1.255166e-03
## 72 4.842693e-04 9.306396e-04 -2.660420e-04 5.889782e-03 2.807875e-05
## 73 1.670538e-03 6.755898e-04 -2.840652e-04 1.717976e-03 1.283245e-03
## microbe_029 microbe_030 microbe_031 microbe_032 microbe_033
## 1 1.283414e-04 1.414432e-10 -7.105674e-06 1.414432e-10 -0.0238066243
## 2 9.285178e-04 7.059683e-09 -8.666540e-06 7.059683e-09 -0.0229319347
## 3 5.425688e-06 4.376869e-05 -2.501194e-06 3.344092e-09 -0.0132078889
## 4 8.001764e-04 6.918240e-09 -1.560865e-06 6.918240e-09 0.0008746896
## 5 -1.229157e-04 4.376855e-05 4.604481e-06 3.202648e-09 0.0105987354
## 6 -9.230921e-04 4.376163e-05 6.165346e-06 -3.715591e-09 0.0097240458
## 7 1.857620e-04 2.714803e-02 2.166095e-03 8.367655e-04 0.0132150899
## 8 -4.847437e-05 -2.383930e-03 8.038686e-04 -4.258594e-07 -0.0023080125
## 9 -2.342363e-04 -2.953196e-02 -1.362227e-03 -8.371914e-04 -0.0155231024
## 10 1.330395e-03 4.012895e-03 8.370564e-04 1.160439e-04 -0.0036895964
## 11 2.176518e-04 6.604342e-04 1.384004e-03 -1.874083e-08 -0.0007261205
## 12 1.563568e-03 8.590626e-03 2.979877e-03 1.220062e-02 0.0067326880
## 13 -1.112743e-03 -3.352461e-03 5.469479e-04 -1.160626e-04 0.0029634759
## 14 2.331731e-04 4.577731e-03 2.142820e-03 1.208458e-02 0.0104222845
## 15 1.345916e-03 7.930192e-03 1.595872e-03 1.220064e-02 0.0074588085
## 16 1.335849e-03 -8.246521e-03 6.512597e-05 1.297690e-03 0.0194592115
## 17 9.397290e-04 -8.496836e-03 9.994190e-05 1.226159e-02 -0.0053812434
## 18 5.389961e-04 -8.525141e-03 2.269191e-04 8.730736e-03 -0.0118623485
## 19 -3.961196e-04 -2.503153e-04 3.481593e-05 1.096390e-02 -0.0248404549
## 20 -7.968524e-04 -2.786199e-04 1.617931e-04 7.433046e-03 -0.0313215599
## 21 -4.007329e-04 -2.830465e-05 1.269772e-04 -3.530851e-03 -0.0064811050
## 22 2.297310e-02 -2.402696e-06 -2.302764e-04 -1.206062e-08 -0.0111392602
## 23 9.445409e-04 -2.392346e-06 1.792119e-04 -1.710528e-09 -0.0176287480
## 24 5.746718e-04 -2.393813e-06 8.243404e-05 -3.178088e-09 -0.0244611646
## 25 -2.202856e-02 1.035009e-08 4.094883e-04 1.035009e-08 -0.0064894878
## 26 -2.239843e-02 8.882529e-09 3.127104e-04 8.882529e-09 -0.0133219044
## 27 -3.698691e-04 -1.467560e-09 -9.677783e-05 -1.467560e-09 -0.0068324167
## 28 6.438438e-05 3.427840e-06 1.135880e-04 -5.318016e-09 0.0239635353
## 29 1.321985e-05 -9.871847e-10 1.216238e-04 1.257856e-06 0.0130328588
## 30 5.520069e-05 8.833841e-10 9.883656e-05 8.833841e-10 0.0281530227
## 31 -5.116453e-05 -3.428827e-06 8.035809e-06 1.263174e-06 -0.0109306765
## 32 -9.183692e-06 -3.426956e-06 -1.475143e-05 6.201400e-09 0.0041894874
## 33 4.198084e-05 1.870569e-09 -2.278724e-05 -1.256972e-06 0.0151201639
## 34 -3.676871e-06 -2.880786e-06 -1.359646e-04 1.928493e-09 0.0306812472
## 35 1.578272e-06 -2.875643e-06 4.381250e-04 7.071060e-09 0.0310540695
## 36 -4.608076e-06 -2.876951e-06 1.559191e-04 5.763240e-09 0.0194995032
## 37 5.255143e-06 5.142567e-09 5.740896e-04 5.142567e-09 0.0003728223
## 38 -9.312050e-07 3.834747e-09 2.918836e-04 3.834747e-09 -0.0111817440
## 39 -6.186348e-06 -1.307820e-09 -2.822060e-04 -1.307820e-09 -0.0115545663
## 40 1.473786e-04 -8.353029e-06 -1.891975e-03 5.757264e-03 0.0093901918
## 41 6.700618e-04 -1.048515e-02 2.655047e-04 8.044534e-05 0.0267472178
## 42 8.773899e-05 -1.092785e-02 -1.013508e-04 1.228505e-04 0.0270067966
## 43 6.545362e-04 -1.012586e-02 -9.145940e-05 1.132546e-06 0.0179369801
## 44 -5.823228e-04 -4.426992e-04 -3.668556e-04 4.240514e-05 0.0002595787
## 45 -1.552568e-05 3.592934e-04 -3.569641e-04 -7.931279e-05 -0.0088102378
## 46 5.667972e-04 8.019926e-04 9.891444e-06 -1.217179e-04 -0.0090698165
## 47 6.413991e-04 1.333548e-04 3.942343e-04 3.157060e-03 0.0012711707
## 48 -8.969976e-05 2.588515e-04 8.731021e-04 5.323236e-03 0.0045243076
## 49 -7.310989e-04 1.254967e-04 4.788677e-04 2.166176e-03 0.0032531369
## 50 6.437706e-06 -1.623491e-04 6.665493e-05 -1.095680e-02 0.0044989666
## 51 1.548193e-05 -1.372560e-03 -6.328292e-04 -1.005348e-02 0.0120624700
## 52 3.319171e-05 -5.282299e-03 -8.833051e-04 -1.080710e-02 0.0031419413
## 53 9.044228e-06 -1.210211e-03 -6.994841e-04 9.033191e-04 0.0075635034
## 54 2.675401e-05 -5.119950e-03 -9.499601e-04 1.497068e-04 -0.0013570253
## 55 1.770978e-05 -3.909739e-03 -2.504759e-04 -7.536123e-04 -0.0089205286
## 56 -1.202101e-05 2.340669e-05 -1.281677e-04 7.479262e-09 -0.0033922876
## 57 -2.613070e-06 3.587097e-03 -1.165161e-04 1.029202e-08 -0.0010342590
## 58 -8.275320e-06 1.662085e-03 9.224344e-04 1.503217e-08 -0.0035204502
## 59 9.407945e-06 3.563690e-03 1.165158e-05 2.812763e-09 0.0023580286
## 60 3.745695e-06 1.638679e-03 1.050602e-03 7.552908e-09 -0.0001281626
## 61 -5.662250e-06 -1.925012e-03 1.038951e-03 4.740145e-09 -0.0024861912
## 62 -2.504709e-05 1.086941e-05 5.427410e-04 1.018370e-03 -0.0087132739
## 63 -9.653574e-06 2.459791e-03 2.131363e-04 -4.349407e-07 -0.0013299270
## 64 1.408452e-04 5.195976e-04 6.332880e-04 3.569104e-04 -0.0129806117
## 65 1.539351e-05 2.448921e-03 -3.296047e-04 -1.018804e-03 0.0073833469
## 66 1.658922e-04 5.087282e-04 9.054693e-05 -6.614592e-04 -0.0042673378
## 67 1.504987e-04 -1.940193e-03 4.201516e-04 3.573453e-04 -0.0116506847
## 68 7.232030e-04 -5.761813e-09 1.379499e-04 -5.761813e-09 -0.0006556122
## 69 3.580409e-04 -2.978078e-09 -3.405890e-04 -2.978078e-09 -0.0024895913
## 70 4.488893e-04 3.309212e-09 7.591001e-05 3.309212e-09 -0.0018057345
## 71 -3.651621e-04 2.783735e-09 -4.785389e-04 2.783735e-09 -0.0018339791
## 72 -2.743137e-04 9.071025e-09 -6.203993e-05 9.071025e-09 -0.0011501223
## 73 9.084836e-05 6.287290e-09 4.164990e-04 6.287290e-09 0.0006838568
## microbe_034 microbe_035 microbe_036 microbe_037 microbe_038
## 1 1.721304e-05 1.678834e-05 1.414432e-10 -5.947265e-06 4.882568e-02
## 2 9.177816e-04 5.076634e-03 7.059683e-09 -2.662738e-06 4.667207e-02
## 3 1.205645e-05 1.404393e-03 3.344092e-09 7.431483e-06 4.518728e-02
## 4 9.005685e-04 5.059845e-03 6.918240e-09 3.284527e-06 -2.153610e-03
## 5 -5.156595e-06 1.387604e-03 3.202648e-09 1.337875e-05 -3.638394e-03
## 6 -9.057251e-04 -3.672241e-03 -3.715591e-09 1.009422e-05 -1.484783e-03
## 7 -2.692264e-03 -6.106672e-05 1.177866e-03 3.298936e-06 -1.151032e-03
## 8 -4.858425e-03 -9.928929e-06 -1.767004e-04 1.259950e-04 4.749798e-02
## 9 -2.166161e-03 5.113779e-05 -1.354567e-03 1.226961e-04 4.864901e-02
## 10 5.694364e-03 -6.836002e-06 -1.004966e-06 -1.899265e-04 1.704812e-02
## 11 -3.281058e-03 -2.413775e-06 -1.002081e-06 -1.903912e-04 5.008904e-02
## 12 -3.395352e-03 -5.342680e-06 -9.962778e-07 -1.917888e-04 4.955473e-02
## 13 -8.975423e-03 4.422228e-06 2.885103e-09 -4.647475e-07 3.304092e-02
## 14 -9.089717e-03 1.493322e-06 8.688563e-09 -1.862310e-06 3.250661e-02
## 15 -1.142937e-04 -2.928905e-06 5.803460e-09 -1.397563e-06 -5.343034e-04
## 16 -3.738257e-03 4.258036e-03 1.554388e-03 3.145242e-02 -1.722278e-02
## 17 -3.255632e-03 7.081137e-03 1.650801e-03 3.381753e-02 -5.661765e-03
## 18 -3.406018e-03 1.040774e-02 1.683981e-03 4.708208e-02 -3.022352e-03
## 19 4.826250e-04 2.823101e-03 9.641292e-05 2.365109e-03 1.156102e-02
## 20 3.322387e-04 6.149703e-03 1.295929e-04 1.562965e-02 1.420043e-02
## 21 -1.503863e-04 3.326602e-03 3.317994e-05 1.326454e-02 2.639413e-03
## 22 -1.156878e-02 4.417211e-04 1.008352e-02 1.455598e-05 -6.972125e-04
## 23 -1.502590e-02 5.042439e-04 3.408309e-02 2.431006e-04 -2.865594e-03
## 24 -2.008890e-02 8.049364e-04 2.404875e-03 9.678542e-06 -3.059670e-03
## 25 -3.457119e-03 6.252274e-05 2.399958e-02 2.285446e-04 -2.168381e-03
## 26 -8.520125e-03 3.632153e-04 -7.678645e-03 -4.877443e-06 -2.362457e-03
## 27 -5.063006e-03 3.006925e-04 -3.167822e-02 -2.334221e-04 -1.940760e-04
## 28 -2.292357e-04 1.368045e-04 2.497398e-05 1.511009e-04 -1.740468e-05
## 29 2.775781e-05 2.001550e-05 7.520476e-06 1.945168e-04 -1.706220e-04
## 30 -1.084487e-04 1.523198e-05 1.354623e-05 2.005110e-04 -1.806249e-04
## 31 2.569935e-04 -1.167890e-04 -1.745351e-05 4.341588e-05 -1.532174e-04
## 32 1.207870e-04 -1.215725e-04 -1.142775e-05 4.941008e-05 -1.632202e-04
## 33 -1.362065e-04 -4.783514e-06 6.025754e-06 5.994195e-06 -1.000286e-05
## 34 3.504842e-04 -2.456042e-05 -1.034113e-05 -1.244322e-05 1.577635e-02
## 35 9.444498e-05 1.420445e-05 -7.541053e-06 -1.023506e-05 4.434677e-02
## 36 1.409365e-04 -6.440006e-06 -1.033730e-05 -1.243939e-05 9.411637e-02
## 37 -2.560392e-04 3.876487e-05 2.800078e-06 2.208163e-06 2.857042e-02
## 38 -2.095476e-04 1.812041e-05 3.834747e-09 3.834747e-09 7.834002e-02
## 39 4.649157e-05 -2.064446e-05 -2.796244e-06 -2.204328e-06 4.976960e-02
## 40 5.955192e-03 2.455196e-03 6.023034e-04 1.077790e-03 8.582179e-02
## 41 1.335793e-02 1.453618e-04 1.230817e-04 -2.081160e-05 1.059809e-02
## 42 1.023461e-02 1.949007e-04 7.038352e-05 4.556489e-05 7.686498e-04
## 43 6.056425e-03 6.766321e-04 4.297397e-04 2.271231e-05 4.168779e-03
## 44 -3.123323e-03 4.953886e-05 -5.269816e-05 6.637649e-05 -9.829436e-03
## 45 -7.301507e-03 5.312703e-04 3.066580e-04 4.352391e-05 -6.429306e-03
## 46 -4.178184e-03 4.817314e-04 3.593562e-04 -2.285258e-05 3.400129e-03
## 47 5.705689e-03 4.262656e-03 -8.464453e-05 -1.154842e-04 1.431225e-02
## 48 5.547245e-03 2.358382e-03 -6.586830e-05 -1.694627e-05 2.781062e-02
## 49 -1.584440e-04 -1.904274e-03 1.877624e-05 9.853797e-05 1.349837e-02
## 50 -1.197418e-02 -4.926059e-06 -8.351386e-04 9.987907e-04 -2.792567e-02
## 51 -1.900239e-02 7.391039e-05 -8.249538e-04 9.639730e-05 -2.469100e-02
## 52 -1.925449e-02 3.387660e-06 -8.355153e-04 1.196262e-04 -3.623714e-02
## 53 -7.028208e-03 7.883645e-05 1.018482e-05 -9.023934e-04 3.234666e-03
## 54 -7.280304e-03 8.313719e-06 -3.766543e-07 -8.791645e-04 -8.311469e-03
## 55 -2.520962e-04 -7.052273e-05 -1.056148e-05 2.322892e-05 -1.154613e-02
## 56 4.298522e-05 -1.311611e-04 -1.420226e-04 7.668958e-06 -9.962074e-02
## 57 -1.726519e-04 -1.365115e-04 -1.420198e-04 -2.199897e-06 -6.822392e-03
## 58 -3.235233e-06 -1.390896e-04 -1.420151e-04 -1.651885e-06 -5.411852e-02
## 59 -2.156371e-04 -5.350313e-06 2.812763e-09 -9.868855e-06 9.279835e-02
## 60 -4.622045e-05 -7.928409e-06 7.552908e-09 -9.320843e-06 4.550223e-02
## 61 1.694167e-04 -2.578097e-06 4.740145e-09 5.480120e-07 -4.729613e-02
## 62 1.223720e-04 -4.890587e-05 -2.359673e-05 -4.126443e-05 7.507474e-04
## 63 1.029074e-02 -3.584545e-05 -2.701246e-05 6.429286e-05 7.507270e-03
## 64 8.146978e-03 -4.575719e-05 -1.504223e-05 -4.949431e-05 4.188561e-03
## 65 1.016837e-02 1.306041e-05 -3.415737e-06 1.055573e-04 6.756523e-03
## 66 8.024606e-03 3.148677e-06 8.554493e-06 -8.229881e-06 3.437813e-03
## 67 -2.143764e-03 -9.911734e-06 1.197023e-05 -1.137872e-04 -3.318710e-03
## 68 1.446518e-02 3.342748e-05 1.816964e-05 -5.761813e-09 2.348701e-02
## 69 -2.105571e-03 1.116705e-05 4.971905e-06 -2.978078e-09 4.699830e-02
## 70 1.864618e-02 7.157358e-04 2.659773e-06 1.396104e-06 6.125064e-02
## 71 -1.657075e-02 -2.226043e-05 -1.319774e-05 2.783735e-09 2.351129e-02
## 72 4.180998e-03 6.823083e-04 -1.550987e-05 1.401866e-06 3.776363e-02
## 73 2.075175e-02 7.045687e-04 -2.312131e-06 1.399082e-06 1.425234e-02
## microbe_039 microbe_040 microbe_041 microbe_042 microbe_043
## 1 3.572721e-06 1.388620e-04 -1.256035e-03 3.119244e-05 1.242218e-05
## 2 3.462464e-06 2.286457e-04 3.911652e-03 7.059683e-09 7.059683e-09
## 3 3.584420e-05 1.104181e-04 -1.465453e-03 3.344092e-09 3.344092e-09
## 4 -1.102564e-07 8.978373e-05 5.167688e-03 -3.118538e-05 -1.241512e-05
## 5 3.227148e-05 -2.844384e-05 -2.094176e-04 -3.118909e-05 -1.241884e-05
## 6 3.238174e-05 -1.182276e-04 -5.377105e-03 -3.715591e-09 -3.715591e-09
## 7 6.603580e-04 -1.590439e-06 1.404379e-03 8.605968e-03 3.599805e-04
## 8 -2.282789e-04 -4.520928e-05 -2.766783e-04 -1.757392e-05 9.523652e-06
## 9 -8.886369e-04 -4.361884e-05 -1.681057e-03 -8.623542e-03 -3.504568e-04
## 10 1.472549e-03 7.920316e-06 4.130618e-03 1.055527e-05 1.662049e-06
## 11 1.533626e-03 -7.591998e-06 6.052011e-03 2.098399e-03 7.654381e-03
## 12 1.959760e-03 8.417600e-06 8.740306e-03 1.467166e-03 1.680417e-03
## 13 6.107680e-05 -1.551231e-05 1.921392e-03 2.087844e-03 7.652719e-03
## 14 4.872108e-04 4.972836e-07 4.609688e-03 1.456611e-03 1.678755e-03
## 15 4.261340e-04 1.600960e-05 2.688296e-03 -6.312332e-04 -5.973964e-03
## 16 1.105099e-03 4.971058e-03 -3.390780e-04 -2.750906e-05 4.484138e-04
## 17 1.245665e-03 8.941931e-03 -3.836768e-04 7.357026e-03 1.926850e-03
## 18 7.930846e-04 1.306727e-02 -3.833389e-04 8.094853e-03 1.833555e-03
## 19 1.405657e-04 3.970873e-03 -4.459886e-05 7.384535e-03 1.478436e-03
## 20 -3.120143e-04 8.096208e-03 -4.426093e-05 8.122362e-03 1.385141e-03
## 21 -4.525800e-04 4.125335e-03 3.379289e-07 7.378270e-04 -9.329534e-05
## 22 -7.927141e-05 1.146681e-04 -1.431984e-06 -1.206062e-08 -1.206062e-08
## 23 6.890736e-04 6.943917e-04 1.849424e-05 -1.710528e-09 -1.710528e-09
## 24 2.554089e-04 1.251034e-03 -1.423102e-06 -3.178088e-09 -3.178088e-09
## 25 7.683450e-04 5.797237e-04 1.992622e-05 1.035009e-08 1.035009e-08
## 26 3.346803e-04 1.136366e-03 8.882529e-09 8.882529e-09 8.882529e-09
## 27 -4.336647e-04 5.566425e-04 -1.991734e-05 -1.467560e-09 -1.467560e-09
## 28 -1.252718e-05 1.022520e-04 1.566408e-04 9.226683e-04 3.265534e-03
## 29 6.588613e-06 1.847732e-04 4.546839e-06 1.737190e-03 5.606342e-03
## 30 2.071668e-04 1.669989e-03 1.604003e-04 1.904485e-04 6.447177e-04
## 31 1.911579e-05 8.252118e-05 -1.520939e-04 8.145220e-04 2.340808e-03
## 32 2.196939e-04 1.567737e-03 3.759481e-06 -7.322198e-04 -2.620817e-03
## 33 2.005781e-04 1.485215e-03 1.558534e-04 -1.546742e-03 -4.961625e-03
## 34 -2.302700e-04 1.668105e-05 -8.087676e-04 5.514514e-06 1.334201e-04
## 35 7.009564e-05 9.244415e-05 -5.439198e-04 2.118052e-05 3.993193e-05
## 36 -1.159667e-04 -2.040305e-05 -6.727753e-04 3.336174e-07 5.763240e-09
## 37 3.003657e-04 7.576310e-05 2.648478e-04 1.566600e-05 -9.348821e-05
## 38 1.143033e-04 -3.708410e-05 1.359923e-04 -5.180896e-06 -1.334144e-04
## 39 -1.860624e-04 -1.128472e-04 -1.288555e-04 -2.084690e-05 -3.992617e-05
## 40 -1.374202e-04 3.332598e-03 -1.205068e-04 -1.805688e-06 -3.057411e-05
## 41 -4.188183e-04 1.310503e-03 2.673281e-05 -1.897828e-02 -2.679913e-03
## 42 -4.432134e-04 1.081484e-03 -7.053088e-09 -1.895475e-02 -2.671224e-03
## 43 3.901896e-05 8.902646e-04 3.079048e-05 -1.897828e-02 -2.729589e-03
## 44 -2.439511e-05 -2.290189e-04 -2.673986e-05 2.353317e-05 8.688257e-06
## 45 4.578373e-04 -4.202386e-04 4.057669e-06 1.829220e-09 -4.967594e-05
## 46 4.822324e-04 -1.912197e-04 3.079753e-05 -2.353134e-05 -5.836419e-05
## 47 -1.330461e-04 1.335671e-03 1.307742e-05 3.225010e-03 2.788154e-03
## 48 -2.206266e-04 8.303536e-04 -3.270030e-05 3.062562e-03 1.894063e-03
## 49 -8.758044e-05 -5.053178e-04 -4.577771e-05 -1.624477e-04 -8.940902e-04
## 50 2.388411e-03 -1.251583e-04 -8.553823e-05 -2.874590e-06 -2.882666e-05
## 51 3.009910e-03 2.391701e-04 -5.358058e-04 -2.866385e-06 2.596944e-05
## 52 1.854854e-03 1.391363e-04 -5.358061e-04 -2.866691e-06 -6.919466e-06
## 53 6.214985e-04 3.643284e-04 -4.502675e-04 8.204812e-09 5.479610e-05
## 54 -5.335573e-04 2.642946e-04 -4.502678e-04 7.899114e-09 2.190719e-05
## 55 -1.155056e-03 -1.000339e-04 -3.056982e-10 -3.056982e-10 -3.288891e-05
## 56 7.398143e-04 6.043352e-05 -1.475480e-04 -6.045072e-06 1.247974e-05
## 57 -2.336107e-03 -2.996720e-06 -7.697264e-04 1.489559e-05 1.029202e-08
## 58 -4.303650e-03 7.366068e-06 -3.846906e-04 -5.387616e-05 1.503217e-08
## 59 -3.075921e-03 -6.343024e-05 -6.221784e-04 2.094066e-05 -1.246945e-05
## 60 -5.043464e-03 -5.306745e-05 -2.371426e-04 -4.783109e-05 -1.246471e-05
## 61 -1.967543e-03 1.036279e-05 3.850358e-04 -6.877175e-05 4.740145e-09
## 62 4.978119e-05 -3.100025e-05 9.639340e-04 5.017949e-04 2.414046e-04
## 63 2.298921e-06 -8.986273e-06 -1.981796e-04 4.094286e-04 -1.555092e-05
## 64 -2.966926e-05 3.868805e-04 7.897591e-04 4.102108e-04 5.423384e-05
## 65 -4.748227e-05 2.201397e-05 -1.162114e-03 -9.236634e-05 -2.569555e-04
## 66 -7.945045e-05 4.178807e-04 -1.741749e-04 -9.158412e-05 -1.871708e-04
## 67 -3.196818e-05 3.958667e-04 9.879387e-04 7.822183e-07 6.978475e-05
## 68 7.494191e-06 1.040801e-04 2.164855e-04 4.893711e-05 -7.786699e-05
## 69 1.708428e-06 7.122200e-05 -1.859876e-05 3.733055e-05 -7.541739e-05
## 70 5.759869e-05 3.125146e-04 6.774694e-05 1.638185e-04 -5.203096e-05
## 71 -5.785763e-06 -3.285807e-05 -2.350842e-04 -1.160656e-05 2.449599e-06
## 72 5.010450e-05 2.084346e-04 -1.487385e-04 1.148814e-04 2.583603e-05
## 73 5.589026e-05 2.412926e-04 8.634569e-05 1.264879e-04 2.338643e-05
## microbe_044 microbe_045 microbe_046 microbe_047 microbe_048
## 1 5.474783e-04 1.414432e-10 1.514464e-04 9.182870e-06 3.570696e-03
## 2 -9.149972e-05 7.059683e-09 7.059683e-09 7.059683e-09 6.070072e-06
## 3 -9.150343e-05 3.344092e-09 3.344092e-09 3.344092e-09 1.502683e-06
## 4 -6.389780e-04 6.918240e-09 -1.514393e-04 -9.175811e-06 -3.564626e-03
## 5 -6.389817e-04 3.202648e-09 -1.514430e-04 -9.179526e-06 -3.569193e-03
## 6 -3.715591e-09 -3.715591e-09 -3.715591e-09 -3.715591e-09 -4.567389e-06
## 7 4.430957e-04 1.251495e-02 2.295987e-03 1.230313e-03 1.512183e-04
## 8 -1.503817e-06 -3.131439e-05 -2.635834e-06 -3.875684e-06 -9.647885e-07
## 9 -4.445995e-04 -1.254626e-02 -2.298623e-03 -1.234189e-03 -1.521831e-04
## 10 1.066974e-04 -2.162594e-08 1.754735e-05 -4.512826e-03 8.143537e-06
## 11 5.347461e-02 1.489648e-04 1.696655e-02 -3.930144e-04 5.673636e-03
## 12 3.897823e-02 2.317169e-05 4.246595e-03 1.450607e-02 4.534379e-03
## 13 5.336791e-02 1.489864e-04 1.694900e-02 4.119812e-03 5.665493e-03
## 14 3.887153e-02 2.319332e-05 4.229048e-03 1.901890e-02 4.526236e-03
## 15 -1.449638e-02 -1.257931e-04 -1.271995e-02 1.489909e-02 -1.139257e-03
## 16 -3.021654e-05 2.561749e-04 9.954440e-04 2.424079e-03 2.010726e-04
## 17 4.946330e-03 3.633396e-03 3.876079e-03 7.057544e-02 2.210226e-03
## 18 2.929060e-03 4.688830e-04 1.809392e-03 3.619672e-02 1.187531e-03
## 19 4.976546e-03 3.377221e-03 2.880635e-03 6.815136e-02 2.009154e-03
## 20 2.959277e-03 2.127081e-04 8.139476e-04 3.377264e-02 9.864588e-04
## 21 -2.017269e-03 -3.164513e-03 -2.066688e-03 -3.437871e-02 -1.022695e-03
## 22 -1.206062e-08 -1.206062e-08 -1.206062e-08 -1.206062e-08 -1.206062e-08
## 23 -1.710528e-09 -1.710528e-09 -1.710528e-09 -1.710528e-09 -1.710528e-09
## 24 2.414585e-06 -3.178088e-09 -3.178088e-09 2.237419e-06 -3.178088e-09
## 25 1.035009e-08 1.035009e-08 1.035009e-08 1.035009e-08 1.035009e-08
## 26 2.426646e-06 8.882529e-09 8.882529e-09 2.249480e-06 8.882529e-09
## 27 2.416296e-06 -1.467560e-09 -1.467560e-09 2.239130e-06 -1.467560e-09
## 28 5.954005e-02 2.471259e-05 3.374915e-03 2.056643e-03 9.048345e-03
## 29 1.386590e-01 4.676356e-05 2.337689e-02 2.312579e-02 2.894864e-02
## 30 3.241589e-02 2.133651e-05 6.809797e-04 9.727853e-04 6.795687e-03
## 31 7.911895e-02 2.205097e-05 2.000198e-02 2.106914e-02 1.990030e-02
## 32 -2.712416e-02 -3.376081e-06 -2.693935e-03 -1.083858e-03 -2.252658e-03
## 33 -1.062431e-01 -2.542705e-05 -2.269591e-02 -2.215300e-02 -2.215296e-02
## 34 1.707048e-04 1.198459e-04 2.456105e-02 6.466160e-05 2.161088e-05
## 35 4.235345e-05 1.510566e-06 5.022939e-03 1.437587e-04 5.169696e-06
## 36 5.763240e-09 5.763240e-09 1.756334e-04 2.351034e-06 5.763240e-09
## 37 -1.283513e-04 -1.183353e-04 -1.953812e-02 7.909706e-05 -1.644119e-05
## 38 -1.706990e-04 -1.198401e-04 -2.438542e-02 -6.231056e-05 -2.160512e-05
## 39 -4.234769e-05 -1.504803e-06 -4.847305e-03 -1.414076e-04 -5.163932e-06
## 40 -1.328363e-07 -1.599419e-06 -1.222587e-06 -6.315436e-05 1.696685e-04
## 41 -7.329163e-04 -3.759220e-04 -5.746625e-04 -7.088136e-03 -4.629617e-05
## 42 -7.252606e-04 -3.771116e-04 -5.834853e-04 -7.091901e-03 -4.566082e-05
## 43 -7.507395e-04 -3.771092e-04 -5.873189e-04 -7.097637e-03 -4.602321e-05
## 44 7.655701e-06 -1.189608e-06 -8.822762e-06 -3.764918e-06 6.353484e-07
## 45 -1.782316e-05 -1.187141e-06 -1.265631e-05 -9.501130e-06 2.729583e-07
## 46 -2.547886e-05 2.466493e-09 -3.833552e-06 -5.736212e-06 -3.623901e-07
## 47 1.456567e-02 2.065096e-02 5.241400e-03 5.936651e-02 7.225903e-03
## 48 9.076467e-03 5.436161e-03 1.624516e-03 3.535755e-02 4.677689e-03
## 49 -5.489201e-03 -1.521480e-02 -3.616884e-03 -2.400896e-02 -2.548214e-03
## 50 -1.980891e-04 -4.075617e-03 -2.651015e-04 -2.549098e-03 -2.483742e-05
## 51 -2.014817e-04 -4.194381e-03 -2.466723e-04 -2.510904e-03 -2.434633e-05
## 52 -2.027665e-04 -3.846873e-03 -2.388297e-04 -2.488470e-03 -2.382965e-05
## 53 -3.392585e-06 -1.187639e-04 1.842920e-05 3.819402e-05 4.910832e-07
## 54 -4.677387e-06 2.287435e-04 2.627178e-05 6.062734e-05 1.007767e-06
## 55 -1.284802e-06 3.475074e-04 7.842583e-06 2.243332e-05 5.166835e-07
## 56 4.007546e-04 2.619228e-04 4.257412e-05 2.197628e-05 8.924631e-05
## 57 -6.189962e-07 -5.732502e-05 -1.565461e-06 -1.077882e-06 -6.763553e-07
## 58 -1.183255e-07 -6.694460e-05 -1.560721e-06 -1.336810e-07 -6.716152e-07
## 59 -4.013736e-04 -3.192478e-04 -4.413958e-05 -2.305416e-05 -8.992266e-05
## 60 -4.008730e-04 -3.288674e-04 -4.413484e-05 -2.210996e-05 -8.991792e-05
## 61 5.006707e-07 -9.619584e-06 4.740145e-09 9.442007e-07 4.740145e-09
## 62 1.049984e-04 2.044706e-04 1.678993e-03 2.271543e-03 3.077251e-04
## 63 -2.021671e-06 -2.604077e-10 8.018402e-05 -1.709777e-04 -8.250913e-07
## 64 8.488448e-05 8.412348e-05 5.707462e-04 1.415156e-03 1.585931e-04
## 65 -1.070201e-04 -2.044708e-04 -1.598809e-03 -2.442521e-03 -3.085502e-04
## 66 -2.011391e-05 -1.203471e-04 -1.108247e-03 -8.563868e-04 -1.491319e-04
## 67 8.690615e-05 8.412374e-05 4.905622e-04 1.586134e-03 1.594182e-04
## 68 1.365564e-04 9.085006e-05 7.502148e-05 4.157234e-05 8.308809e-05
## 69 6.321749e-05 1.682238e-04 1.802598e-05 1.090551e-05 8.173941e-06
## 70 4.163579e-05 2.143900e-04 2.367753e-05 -3.034562e-05 -6.452693e-07
## 71 -7.333894e-05 7.737369e-05 -5.699550e-05 -3.066683e-05 -7.491415e-05
## 72 -9.492064e-05 1.235399e-04 -5.134395e-05 -7.191796e-05 -8.373336e-05
## 73 -2.158170e-05 4.616624e-05 5.651549e-06 -4.125113e-05 -8.819210e-06
## microbe_049 microbe_050 microbe_051 microbe_052 microbe_053
## 1 1.414432e-10 -3.041607e-06 1.414432e-10 3.184042e-05 3.132556e-05
## 2 7.059683e-09 -3.034688e-06 7.059683e-09 6.692676e-03 7.059683e-09
## 3 4.511902e-07 2.066524e-06 3.344092e-09 1.747590e-03 3.049795e-05
## 4 6.918240e-09 6.918240e-09 6.918240e-09 6.660835e-03 -3.131850e-05
## 5 4.510487e-07 5.108131e-06 3.202648e-09 1.715749e-03 -8.276122e-07
## 6 4.441305e-07 5.101213e-06 -3.715591e-09 -4.945086e-03 3.049089e-05
## 7 -1.646312e-04 -4.992146e-03 -7.753652e-03 3.568002e-06 2.437532e-05
## 8 -1.476682e-04 8.631140e-04 -7.222556e-03 6.716233e-06 9.641660e-06
## 9 1.696310e-05 5.855260e-03 5.310967e-04 3.148231e-06 -1.473366e-05
## 10 -1.369387e-05 1.878247e-04 6.442426e-03 -2.717821e-05 -2.728152e-04
## 11 -7.430807e-06 7.623099e-05 4.618851e-03 -5.167303e-05 -2.740839e-04
## 12 -1.368518e-05 1.120395e-06 1.556210e-02 5.206256e-04 -2.740781e-04
## 13 6.263064e-06 -1.115937e-04 -1.823574e-03 -2.449483e-05 -1.268681e-06
## 14 8.688563e-09 -1.867043e-04 9.119676e-03 5.478038e-04 -1.262878e-06
## 15 -6.254376e-06 -7.511059e-05 1.094325e-02 5.722986e-04 5.803460e-09
## 16 7.629607e-09 2.789530e-06 2.242923e-06 2.288532e-03 1.859099e-03
## 17 1.734778e-08 -1.607524e-06 1.363914e-05 4.389127e-03 1.399002e-03
## 18 -1.805784e-09 -4.704682e-08 -1.805784e-09 4.770798e-03 1.126370e-03
## 19 9.718170e-09 -4.397054e-06 1.139621e-05 2.100595e-03 -4.600973e-04
## 20 -9.435392e-09 -2.836576e-06 -2.244729e-06 2.482266e-03 -7.327288e-04
## 21 -1.915356e-08 1.560477e-06 -1.364094e-05 3.816705e-04 -2.726315e-04
## 22 -2.524785e-05 -1.502709e-01 -7.307394e-05 -6.394511e-05 -1.075117e-05
## 23 -2.523750e-05 -1.908853e-01 -5.364109e-05 1.720549e-04 -9.511075e-06
## 24 4.975970e-05 -2.175986e-01 -4.796949e-05 5.765046e-04 -1.074229e-05
## 25 1.035009e-08 -4.061442e-02 1.943285e-05 2.360000e-04 1.240100e-06
## 26 7.500754e-05 -6.732765e-02 2.510445e-05 6.404497e-04 8.882529e-09
## 27 7.499719e-05 -2.671324e-02 5.671595e-06 4.044497e-04 -1.231218e-06
## 28 -5.318016e-09 3.342189e-02 -5.318016e-09 3.703613e-04 4.700132e-03
## 29 -9.871847e-10 1.576971e-02 -9.871847e-10 5.512450e-05 3.128341e-03
## 30 8.833841e-10 1.516455e-02 8.833841e-10 2.445112e-04 6.700072e-03
## 31 4.330831e-09 -1.765218e-02 4.330831e-09 -3.152368e-04 -1.571791e-03
## 32 6.201400e-09 -1.825735e-02 6.201400e-09 -1.258501e-04 1.999941e-03
## 33 1.870569e-09 -6.051629e-04 1.870569e-09 1.893867e-04 3.571732e-03
## 34 -1.541088e-05 5.477660e-03 1.340767e-05 -6.139112e-07 -3.216846e-05
## 35 -1.540574e-05 1.710091e-02 7.527912e-07 4.069554e-06 -1.762910e-05
## 36 -1.540704e-05 3.530661e-02 -2.025179e-07 -6.100764e-07 -3.350151e-05
## 37 5.142567e-09 1.162325e-02 -1.265488e-05 4.683466e-06 1.453936e-05
## 38 3.834747e-09 2.982895e-02 -1.361019e-05 3.834747e-09 -1.333050e-06
## 39 -1.307820e-09 1.820570e-02 -9.553090e-07 -4.679631e-06 -1.587241e-05
## 40 1.723801e-02 -6.573170e-04 -3.089070e-05 1.700476e-04 9.021190e-05
## 41 -7.402025e-02 -7.421553e-03 -2.286914e-01 3.036384e-04 7.471840e-04
## 42 -7.074793e-02 -1.990276e-02 -2.301915e-01 1.118489e-04 -1.279383e-04
## 43 -3.543051e-02 -2.231700e-02 -2.373419e-01 8.816137e-04 -9.142480e-05
## 44 3.272323e-03 -1.248120e-02 -1.500134e-03 -1.917896e-04 -8.751223e-04
## 45 3.858974e-02 -1.489545e-02 -8.650519e-03 5.779752e-04 -8.386088e-04
## 46 3.531741e-02 -2.414244e-03 -7.150385e-03 7.697648e-04 3.651350e-05
## 47 -2.403641e-02 -5.740017e-02 -1.681111e-02 4.484147e-04 -1.346340e-04
## 48 -2.033839e-02 -5.909046e-02 -6.740029e-03 -4.043690e-05 -8.908237e-05
## 49 3.698018e-03 -1.690297e-03 1.007108e-02 -4.888516e-04 4.555167e-05
## 50 -9.035718e-02 -3.052528e-02 1.602888e-06 2.369071e-04 6.714313e-05
## 51 -9.455223e-02 -3.156932e-02 -2.283309e-06 9.957923e-05 1.599089e-05
## 52 -9.455185e-02 -3.946316e-02 -2.283615e-06 4.966136e-04 1.901125e-05
## 53 -4.195044e-03 -1.044040e-03 -3.886197e-06 -1.373279e-04 -5.115225e-05
## 54 -4.194663e-03 -8.937877e-03 -3.886503e-06 2.597066e-04 -4.813188e-05
## 55 3.816228e-07 -7.893837e-03 -3.056982e-10 3.970344e-04 3.020370e-06
## 56 7.479262e-09 -4.170259e-03 7.479262e-09 -8.877026e-05 -4.198080e-05
## 57 1.029202e-08 -4.177330e-03 1.029202e-08 -8.715819e-05 -4.197799e-05
## 58 1.503217e-08 -3.797561e-03 1.503217e-08 -8.964227e-05 -3.665294e-05
## 59 2.812763e-09 -7.071243e-06 2.812763e-09 1.612067e-06 2.812763e-09
## 60 7.552908e-09 3.726978e-04 7.552908e-09 -8.720064e-07 5.327859e-06
## 61 4.740145e-09 3.797691e-04 4.740145e-09 -2.484073e-06 5.325046e-06
## 62 1.222297e-08 -1.689070e-02 1.222297e-08 -5.093058e-05 3.167623e-04
## 63 -2.604077e-10 -1.679158e-02 1.352948e-06 -3.607965e-05 9.041422e-04
## 64 1.352670e-05 -1.678181e-02 1.633340e-06 2.654299e-04 1.156857e-03
## 65 -1.248338e-08 9.912116e-05 1.340725e-06 1.485093e-05 5.873799e-04
## 66 1.351448e-05 1.088883e-04 1.621117e-06 3.163605e-04 8.400944e-04
## 67 1.352697e-05 9.767144e-06 2.803916e-07 3.015096e-04 2.527145e-04
## 68 -5.761813e-09 7.337682e-02 -5.761813e-09 4.808106e-05 2.599097e-04
## 69 -2.978078e-09 1.302845e-01 -2.978078e-09 1.520497e-05 2.938415e-04
## 70 3.309212e-09 3.025889e-03 3.309212e-09 4.383139e-04 3.437668e-04
## 71 2.783735e-09 5.690770e-02 2.783735e-09 -3.287609e-05 3.393182e-05
## 72 9.071025e-09 -7.035093e-02 9.071025e-09 3.902328e-04 8.385708e-05
## 73 6.287290e-09 -1.272586e-01 6.287290e-09 4.231089e-04 4.992526e-05
## microbe_054 microbe_055 microbe_056 microbe_057 microbe_058
## 1 1.372542e-03 -3.109990e-02 -9.680852e-05 3.520785e-05 3.896710e-04
## 2 -5.126857e-05 -1.116976e-01 -8.169262e-05 4.275757e-03 2.376444e-04
## 3 -1.427327e-04 -1.136842e-01 -8.865976e-05 2.341143e-03 8.860449e-04
## 4 -1.423810e-03 -8.059766e-02 1.511590e-05 4.240549e-03 -1.520266e-04
## 5 -1.515275e-03 -8.258426e-02 8.148761e-06 2.305935e-03 4.963740e-04
## 6 -9.146416e-05 -1.986601e-03 -6.967142e-06 -1.934614e-03 6.484005e-04
## 7 8.463265e-04 -9.791342e-05 1.199888e-03 1.695069e-03 3.457860e-03
## 8 1.582453e-02 4.395278e-04 -2.313192e-04 1.521879e-03 3.995469e-03
## 9 1.497821e-02 5.374412e-04 -1.431208e-03 -1.731896e-04 5.376087e-04
## 10 -1.629222e-05 9.963168e-05 -1.651134e-05 1.862215e-02 -1.195883e-04
## 11 -1.466506e-04 -1.373140e-03 -1.168869e-04 1.006786e-02 -3.875294e-04
## 12 -1.373905e-04 -1.326192e-03 -4.136253e-05 8.612963e-03 -3.198771e-04
## 13 -1.303583e-04 -1.472772e-03 -1.003755e-04 -8.554285e-03 -2.679412e-04
## 14 -1.210982e-04 -1.425823e-03 -2.485120e-05 -1.000919e-02 -2.002888e-04
## 15 9.260092e-06 4.694820e-05 7.552435e-05 -1.454901e-03 6.765236e-05
## 16 -4.036131e-02 -2.436831e-01 -4.082358e-03 4.427458e-04 -4.664433e-04
## 17 -4.070599e-02 -2.396562e-01 -4.084180e-03 -1.384044e-04 -3.267502e-03
## 18 -4.045608e-02 -2.399112e-01 -3.262173e-03 -4.560061e-04 -2.233938e-03
## 19 -3.446888e-04 4.026917e-03 -1.821472e-06 -5.811502e-04 -2.801059e-03
## 20 -9.477499e-05 3.771949e-03 8.201855e-04 -8.987519e-04 -1.767495e-03
## 21 2.499138e-04 -2.549679e-04 8.220070e-04 -3.176017e-04 1.033564e-03
## 22 -2.814558e-04 1.770743e-03 1.531085e-02 -6.081068e-03 -1.712245e-03
## 23 3.506591e-04 2.579184e-03 4.875644e-03 1.133802e-02 -1.846183e-04
## 24 6.410327e-04 -7.696342e-04 1.229348e-02 1.585771e-02 8.245879e-04
## 25 6.321149e-04 8.084410e-04 -1.043521e-02 1.741909e-02 1.527627e-03
## 26 9.224885e-04 -2.540377e-03 -3.017370e-03 2.193878e-02 2.536833e-03
## 27 2.903736e-04 -3.348818e-03 7.417841e-03 4.519695e-03 1.009206e-03
## 28 1.289436e-03 -6.368671e-02 2.501988e-04 -6.162423e-05 7.673031e-03
## 29 1.003987e-03 -9.064478e-02 -3.751870e-06 -1.811768e-05 2.730513e-03
## 30 3.399699e-02 -5.795095e-02 2.083962e-04 -3.395491e-05 1.064251e-02
## 31 -2.854492e-04 -2.695807e-02 -2.539507e-04 4.350655e-05 -4.942518e-03
## 32 3.270756e-02 5.735759e-03 -4.180264e-05 2.766932e-05 2.969478e-03
## 33 3.299301e-02 3.269383e-02 2.121481e-04 -1.583723e-05 7.911996e-03
## 34 -9.050654e-04 7.268528e-05 1.678667e-04 -5.922094e-03 -5.654746e-04
## 35 -7.310011e-04 1.393626e-05 -8.204885e-05 -3.672977e-03 -2.581676e-04
## 36 -9.237275e-04 3.911108e-05 1.939067e-04 -3.173279e-03 -3.499602e-04
## 37 1.740642e-04 -5.874902e-05 -2.499156e-04 2.249117e-03 3.073070e-04
## 38 -1.866212e-05 -3.357421e-05 2.604000e-05 2.748816e-03 2.155144e-04
## 39 -1.927264e-04 2.517482e-05 2.759556e-04 4.996988e-04 -9.179261e-05
## 40 -2.678049e-06 2.566679e-05 -1.360066e-03 2.511503e-03 -6.041344e-03
## 41 3.300771e-05 2.312124e-03 1.623783e-04 8.959219e-03 3.284904e-04
## 42 4.288073e-05 -7.467709e-03 -8.202616e-06 4.100871e-06 -5.585157e-04
## 43 9.630535e-05 3.383764e-03 1.092938e-05 1.640570e-03 -4.163084e-04
## 44 9.873014e-06 -9.779833e-03 -1.705809e-04 -8.955118e-03 -8.870060e-04
## 45 6.329763e-05 1.071640e-03 -1.514489e-04 -7.318649e-03 -7.447988e-04
## 46 5.342462e-05 1.085147e-02 1.913200e-05 1.636469e-03 1.422073e-04
## 47 -1.747842e-03 -7.683885e-02 -1.907508e-06 1.084426e-02 2.446415e-03
## 48 -1.204455e-03 -7.874442e-02 -4.141126e-05 5.883993e-03 9.968753e-04
## 49 5.433872e-04 -1.905569e-03 -3.950375e-05 -4.960272e-03 -1.449540e-03
## 50 1.690457e-03 8.856857e-04 2.973830e-03 1.345655e-03 -1.005234e-03
## 51 2.685452e-03 2.146674e-03 3.154288e-03 1.106773e-02 7.527192e-04
## 52 3.671253e-03 6.958505e-03 1.277896e-03 2.177903e-02 2.346333e-03
## 53 9.949951e-04 1.260988e-03 1.804585e-04 9.722073e-03 1.757953e-03
## 54 1.980796e-03 6.072819e-03 -1.695934e-03 2.043337e-02 3.351567e-03
## 55 9.858007e-04 4.811831e-03 -1.876392e-03 1.071130e-02 1.593614e-03
## 56 3.649872e-04 -8.681310e-03 -2.738652e-05 5.367880e-03 -2.558219e-04
## 57 -3.896217e-04 -7.452420e-03 -8.032729e-05 1.071577e-02 1.475053e-03
## 58 7.529494e-04 -7.140800e-03 -1.110977e-04 1.033452e-02 1.693471e-03
## 59 -7.546089e-04 1.228890e-03 -5.294077e-05 5.347886e-03 1.730875e-03
## 60 3.879622e-04 1.540510e-03 -8.371117e-05 4.966640e-03 1.949293e-03
## 61 1.142571e-03 3.116197e-04 -3.077040e-05 -3.812455e-04 2.184184e-04
## 62 -3.368003e-04 7.099498e-03 -1.357321e-04 -9.353869e-04 1.450662e-03
## 63 1.669285e-03 9.572970e-03 -8.172422e-04 1.223919e-02 4.917466e-03
## 64 7.288875e-05 4.618607e-03 -4.391241e-04 1.224004e-02 5.458211e-03
## 65 2.006085e-03 2.473471e-03 -6.815101e-04 1.317458e-02 3.466804e-03
## 66 4.096891e-04 -2.480892e-03 -3.033920e-04 1.317542e-02 4.007549e-03
## 67 -1.596396e-03 -4.954363e-03 3.781181e-04 8.468931e-07 5.407453e-04
## 68 5.413420e-04 -4.104819e-03 1.024862e-03 -1.053091e-03 1.708867e-03
## 69 5.384693e-04 -1.538155e-02 1.832880e-04 -9.482379e-04 -3.315485e-04
## 70 1.073582e-03 -1.662007e-02 1.609088e-04 -3.158756e-04 1.124426e-03
## 71 -2.872645e-06 -1.127673e-02 -8.415743e-04 1.048535e-04 -2.040416e-03
## 72 5.322404e-04 -1.251525e-02 -8.639535e-04 7.372158e-04 -5.844416e-04
## 73 5.351131e-04 -1.238514e-03 -2.237927e-05 6.323623e-04 1.455974e-03
## microbe_059 microbe_060 microbe_061 microbe_062 microbe_063
## 1 9.113843e-06 -9.985545e-07 2.961364e-04 7.472428e-04 -0.0013454978
## 2 -3.551796e-05 1.156910e-06 5.094959e-04 1.035711e-03 0.0010497701
## 3 -5.192217e-05 6.101571e-05 3.042933e-04 1.231241e-03 -0.0026034276
## 4 -4.463180e-05 2.155464e-06 2.133595e-04 2.884678e-04 0.0023952679
## 5 -6.103601e-05 6.201427e-05 8.156944e-06 4.839985e-04 -0.0012579298
## 6 -1.640421e-05 5.985880e-05 -2.052026e-04 1.955307e-04 -0.0036531977
## 7 2.657547e-03 -6.405476e-05 8.690878e-04 -1.232407e-02 0.0026452608
## 8 2.386636e-02 -3.755307e-05 3.130076e-03 4.128509e-04 -0.0067695084
## 9 2.120881e-02 2.650169e-05 2.260988e-03 1.273693e-02 -0.0094147692
## 10 -5.987728e-03 -4.599700e-05 -4.576974e-04 1.340946e-02 0.0318411750
## 11 -6.197596e-03 -5.152011e-05 -2.683737e-04 3.050789e-02 0.0405257640
## 12 -9.442150e-03 -4.938962e-05 -3.544438e-04 2.838925e-02 0.0529307397
## 13 -2.098677e-04 -5.523107e-06 1.893237e-04 1.709843e-02 0.0086845889
## 14 -3.454422e-03 -3.392615e-06 1.032536e-04 1.497979e-02 0.0210895647
## 15 -3.244554e-03 2.130493e-06 -8.607011e-05 -2.118637e-03 0.0124049757
## 16 -7.693365e-02 1.839859e-03 -4.737090e-04 -8.287671e-05 0.0107420651
## 17 -7.796397e-02 -1.098724e-04 -5.739996e-04 -2.143927e-04 0.0031798652
## 18 -7.661625e-02 2.288653e-03 -6.533792e-04 9.991898e-05 0.0028571618
## 19 -1.030323e-03 -1.949732e-03 -1.002906e-04 -1.315160e-04 -0.0075622000
## 20 3.173977e-04 4.487943e-04 -1.796703e-04 1.827957e-04 -0.0078849033
## 21 1.347721e-03 2.398526e-03 -7.937965e-05 3.143117e-04 -0.0003227033
## 22 1.391135e-01 3.994084e-04 3.922656e-03 -6.563410e-05 -0.0030001528
## 23 -1.405073e-03 3.636655e-03 1.220015e-03 5.361808e-04 -0.0016452268
## 24 4.684770e-02 -7.730870e-05 3.644142e-03 3.353420e-04 0.0002162086
## 25 -1.405186e-01 3.237246e-03 -2.702641e-03 6.018149e-04 0.0013549260
## 26 -9.226582e-02 -4.767171e-04 -2.785138e-04 4.009761e-04 0.0032163614
## 27 4.825278e-02 -3.713963e-03 2.424127e-03 -2.008389e-04 0.0018614353
## 28 7.731841e-04 -1.256485e-03 9.829186e-04 -6.019013e-05 0.0047425345
## 29 -5.451401e-04 4.402120e-04 3.917635e-04 5.832963e-05 -0.0018205382
## 30 1.716725e-04 7.914774e-03 3.148436e-04 1.250208e-04 0.0011281960
## 31 -1.318324e-03 1.696697e-03 -5.911551e-04 1.185198e-04 -0.0065630728
## 32 -6.015117e-04 9.171258e-03 -6.680750e-04 1.852109e-04 -0.0036143385
## 33 7.168126e-04 7.474562e-03 -7.691987e-05 6.669119e-05 0.0029487343
## 34 7.844767e-04 7.328121e-06 -1.302079e-04 6.226547e-03 -0.0071356392
## 35 2.397648e-04 1.364347e-05 -8.015502e-04 6.687246e-02 -0.0172637206
## 36 -4.094412e-05 -1.303139e-05 -6.610900e-04 6.317971e-02 -0.0148265516
## 37 -5.447119e-04 6.315351e-06 -6.713422e-04 6.064592e-02 -0.0101280815
## 38 -8.254208e-04 -2.035951e-05 -5.308821e-04 5.695316e-02 -0.0076909124
## 39 -2.807089e-04 -2.667486e-05 1.404602e-04 -3.692751e-03 0.0024371691
## 40 -9.166729e-05 -1.030894e-04 -3.353325e-04 -1.231038e-02 0.0015741869
## 41 1.814018e-04 -9.081972e-03 -5.529218e-05 3.626277e-04 0.0006381283
## 42 8.852838e-05 -8.499635e-03 -1.210686e-03 -1.773129e-02 -0.0023995247
## 43 4.000217e-05 -3.078956e-03 -7.960731e-04 -1.683864e-02 -0.0018743292
## 44 -9.287345e-05 5.823370e-04 -1.155394e-03 -1.809392e-02 -0.0030376530
## 45 -1.413997e-04 6.003016e-03 -7.407810e-04 -1.720127e-02 -0.0025124575
## 46 -4.852622e-05 5.420679e-03 4.146132e-04 8.926536e-04 0.0005251955
## 47 -2.876075e-03 -3.095981e-03 -8.411619e-05 2.136947e-03 -0.0027234335
## 48 -2.888411e-03 -3.107879e-03 -3.241631e-04 1.490604e-03 -0.0023922757
## 49 -1.233574e-05 -1.189849e-05 -2.400469e-04 -6.463438e-04 0.0003311578
## 50 3.294776e-03 3.393165e-03 5.629576e-04 3.052740e-02 0.0103958290
## 51 1.043461e-02 1.628591e-03 -9.972324e-04 1.708830e-02 0.0070829502
## 52 6.561008e-03 9.002418e-04 -1.252793e-03 4.536311e-03 -0.0019067561
## 53 7.139832e-03 -1.764574e-03 -1.560190e-03 -1.343909e-02 -0.0033128788
## 54 3.266232e-03 -2.492923e-03 -1.815751e-03 -2.599108e-02 -0.0123025851
## 55 -3.873600e-03 -7.283491e-04 -2.555608e-04 -1.255199e-02 -0.0089897062
## 56 1.167933e-02 -7.631869e-04 -8.781466e-04 4.647191e-03 -0.0194983944
## 57 1.365538e-02 7.068560e-04 3.144983e-04 9.471194e-04 -0.0280700967
## 58 -3.767966e-03 6.670726e-04 1.263412e-03 -2.047773e-02 -0.0374752280
## 59 1.976049e-03 1.470043e-03 1.192645e-03 -3.700071e-03 -0.0085717023
## 60 -1.544730e-02 1.430260e-03 2.141559e-03 -2.512492e-02 -0.0179768337
## 61 -1.742335e-02 -3.978343e-05 9.489137e-04 -2.142485e-02 -0.0094051313
## 62 -1.532085e-02 -1.506313e-04 7.634637e-04 -8.684578e-03 0.0030959686
## 63 1.240583e-02 2.342488e-04 2.345332e-03 6.360622e-03 0.0126464407
## 64 -1.073571e-02 2.408329e-05 3.454081e-03 5.605262e-03 0.0138156199
## 65 2.772668e-02 3.848801e-04 1.581868e-03 1.504520e-02 0.0095504721
## 66 4.585139e-03 1.747146e-04 2.690617e-03 1.428984e-02 0.0107196513
## 67 -2.314154e-02 -2.101655e-04 1.108749e-03 -7.553592e-04 0.0011691792
## 68 -6.318494e-03 1.011379e-04 4.400529e-04 2.735649e-04 -0.0096888445
## 69 -8.048153e-03 3.925583e-05 1.126251e-02 2.660550e-03 -0.0019923910
## 70 1.895572e-03 8.642093e-06 6.620927e-03 1.461870e-03 0.0122214175
## 71 -1.729659e-03 -6.188211e-05 1.082246e-02 2.386985e-03 0.0076964534
## 72 8.214066e-03 -9.249585e-05 6.180874e-03 1.188305e-03 0.0219102620
## 73 9.943725e-03 -3.061374e-05 -4.641587e-03 -1.198681e-03 0.0142138085
## microbe_064 microbe_065 microbe_066 microbe_067 microbe_068
## 1 -8.631928e-04 -5.143868e-02 2.559105e-03 6.481998e-05 4.596557e-04
## 2 -8.964728e-04 -3.893457e-02 5.890370e-03 -2.251064e-05 -7.768397e-05
## 3 -7.584212e-04 -4.696569e-02 9.110696e-03 2.938229e-05 2.093644e-04
## 4 -3.327993e-05 1.250411e-02 3.331265e-03 -8.733062e-05 -5.373397e-04
## 5 1.047717e-04 4.472994e-03 6.551591e-03 -3.543769e-05 -2.502913e-04
## 6 1.380516e-04 -8.031115e-03 3.220326e-03 5.189293e-05 2.870484e-04
## 7 -1.567196e-04 -1.428163e-04 -1.017972e-03 -1.464800e-05 -5.076922e-05
## 8 -2.713414e-04 -1.435810e-04 -1.680926e-04 5.805307e-05 -2.951306e-05
## 9 -1.146217e-04 -7.646788e-07 8.498791e-04 7.270107e-05 2.125616e-05
## 10 -4.198501e-04 -6.315082e-06 7.573944e-06 -3.537421e-04 1.376302e-05
## 11 -2.184475e-04 -5.446687e-05 -6.686810e-05 -1.479470e-04 1.359761e-03
## 12 -3.207141e-04 -7.472315e-05 -8.756504e-05 -3.703395e-04 2.025983e-03
## 13 2.014026e-04 -4.815179e-05 -7.444204e-05 2.057951e-04 1.345998e-03
## 14 9.913598e-05 -6.840807e-05 -9.513899e-05 -1.659743e-05 2.012220e-03
## 15 -1.022666e-04 -2.025628e-05 -2.069694e-05 -2.223925e-04 6.662214e-04
## 16 -9.369332e-05 -1.965028e-03 2.192655e-06 9.290071e-03 -2.933913e-03
## 17 -2.968126e-03 -2.016544e-03 -2.475836e-06 3.386849e-03 -2.902997e-03
## 18 -8.335101e-04 -1.998377e-03 3.099287e-07 7.609726e-03 1.356771e-04
## 19 -2.874433e-03 -5.151581e-05 -4.668491e-06 -5.903223e-03 3.091600e-05
## 20 -7.398168e-04 -3.334844e-05 -1.882726e-06 -1.680345e-03 3.069590e-03
## 21 2.134616e-03 1.816738e-05 2.785765e-06 4.222877e-03 3.038674e-03
## 22 8.951900e-03 -8.879503e-04 9.041182e-05 8.263628e-04 1.034633e-04
## 23 3.126591e-03 -7.018831e-04 -1.555419e-05 3.793947e-03 -2.024421e-04
## 24 7.857652e-04 -7.425020e-04 -1.727874e-05 3.307593e-03 3.697190e-03
## 25 -5.825309e-03 1.860671e-04 -1.059660e-04 2.967584e-03 -3.059054e-04
## 26 -8.166135e-03 1.454482e-04 -1.076906e-04 2.481230e-03 3.593726e-03
## 27 -2.340826e-03 -4.061890e-05 -1.724548e-06 -4.863542e-04 3.899632e-03
## 28 1.129688e-03 6.684828e-04 -5.318016e-09 1.422003e-05 5.468299e-04
## 29 -5.689855e-03 -6.783753e-05 -9.871847e-10 1.921990e-05 -6.377682e-04
## 30 1.989547e-03 9.138423e-06 8.833841e-10 9.862093e-05 -2.792023e-05
## 31 -6.819543e-03 -7.363204e-04 4.330831e-09 4.999867e-06 -1.184598e-03
## 32 8.598588e-04 -6.593444e-04 6.201400e-09 8.440090e-05 -5.747501e-04
## 33 7.679402e-03 7.697595e-05 1.870569e-09 7.940103e-05 6.098479e-04
## 34 -3.388335e-04 2.002834e-03 -3.427829e-03 3.507434e-05 -3.640929e-04
## 35 -9.513447e-04 5.410446e-04 -4.438391e-03 3.185562e-05 -3.286794e-04
## 36 -6.905585e-04 1.260033e-03 -4.833419e-03 3.600046e-05 -2.353792e-04
## 37 -6.125112e-04 -1.461790e-03 -1.010562e-03 -3.218722e-06 3.541343e-05
## 38 -3.517250e-04 -7.428017e-04 -1.405590e-03 9.261136e-07 1.287137e-04
## 39 2.607862e-04 7.189880e-04 -3.950278e-04 4.144836e-06 9.330025e-05
## 40 -1.692807e-03 -1.165385e-02 -7.252194e-04 -3.114276e-04 5.389803e-06
## 41 -8.283940e-07 4.043103e-04 4.106695e-04 4.719849e-04 2.070893e-04
## 42 4.880213e-05 7.733406e-05 -7.053088e-09 8.137341e-04 4.766983e-05
## 43 5.052650e-05 6.301353e-04 2.664796e-05 7.571152e-05 1.434231e-04
## 44 4.963053e-05 -3.269763e-04 -4.106766e-04 3.417493e-04 -1.594195e-04
## 45 5.135490e-05 2.258250e-04 -3.840216e-04 -3.962734e-04 -6.366622e-05
## 46 1.724369e-06 5.528013e-04 2.665501e-05 -7.380226e-04 9.575326e-05
## 47 -3.035950e-04 -1.447902e-04 -8.753476e-04 -6.622198e-06 -9.194429e-05
## 48 -3.040485e-04 -2.713307e-06 1.576790e-05 -1.156702e-05 -1.370048e-04
## 49 -4.534523e-07 1.420769e-04 8.911155e-04 -4.944826e-06 -4.506052e-05
## 50 3.796318e-04 8.669108e-05 -4.353747e-05 1.096958e-04 1.691254e-04
## 51 -1.085825e-04 6.442405e-05 -8.419842e-05 8.606555e-06 3.035547e-05
## 52 3.083822e-04 1.345910e-04 -7.684219e-05 7.404143e-05 1.856029e-04
## 53 -4.882143e-04 -2.226703e-05 -4.066095e-05 -1.010893e-04 -1.387699e-04
## 54 -7.124966e-05 4.789990e-05 -3.330472e-05 -3.565438e-05 1.647753e-05
## 55 4.169646e-04 7.016693e-05 7.356231e-06 6.543488e-05 1.552475e-04
## 56 -3.045486e-04 8.035421e-05 9.208969e-05 9.215614e-05 1.946949e-05
## 57 -2.178441e-04 -2.187656e-04 -9.564098e-05 -1.236690e-05 2.475919e-05
## 58 -1.660025e-04 4.255654e-05 3.654419e-04 5.527943e-05 8.690144e-05
## 59 8.670449e-05 -2.991198e-04 -1.877307e-04 -1.045230e-04 5.289695e-06
## 60 1.385460e-04 -3.779767e-05 2.733522e-04 -3.687671e-05 6.743195e-05
## 61 5.184155e-05 2.613221e-04 4.610828e-04 6.764633e-05 6.214225e-05
## 62 -4.396118e-04 -5.470477e-04 1.202740e-04 -4.790565e-06 -2.828001e-04
## 63 -1.222406e-04 2.412276e-04 4.415272e-05 2.661130e-05 2.227959e-04
## 64 -5.165305e-04 -2.553972e-04 1.579397e-04 -3.466860e-06 -3.050236e-04
## 65 3.173713e-04 7.882753e-04 -7.612126e-05 3.140186e-05 5.055960e-04
## 66 -7.691866e-05 2.916505e-04 3.766573e-05 1.323705e-06 -2.222353e-05
## 67 -3.942899e-04 -4.966248e-04 1.137870e-04 -3.007816e-05 -5.278195e-04
## 68 -7.110279e-04 -2.970812e-04 2.359522e-03 3.015470e-05 -9.115236e-05
## 69 -6.166578e-04 -6.168188e-04 3.277212e-04 2.000240e-04 -2.084300e-04
## 70 -6.192314e-04 -5.243738e-04 -1.964714e-04 2.084451e-04 -1.978246e-04
## 71 9.437003e-05 -3.197377e-04 -2.031801e-03 1.698693e-04 -1.172777e-04
## 72 9.179648e-05 -2.272926e-04 -2.555994e-03 1.782904e-04 -1.066723e-04
## 73 -2.573549e-06 9.244505e-05 -5.241926e-04 8.421140e-06 1.060542e-05
## microbe_069 microbe_070 microbe_071 microbe_072 microbe_073
## 1 -1.001987e-04 -1.307186e-05 -3.089754e-04 -7.266428e-05 1.031213e-04
## 2 -1.001918e-04 1.580402e-05 1.662491e-04 -1.804782e-04 1.799565e-05
## 3 3.845593e-04 3.001637e-05 4.662836e-04 -2.040368e-04 1.521893e-05
## 4 6.918240e-09 2.887588e-05 4.752245e-04 -1.078139e-04 -8.512563e-05
## 5 4.847580e-04 4.308822e-05 7.752590e-04 -1.313726e-04 -8.790234e-05
## 6 4.847511e-04 1.421234e-05 3.000345e-04 -2.355861e-05 -2.776717e-06
## 7 2.808357e-03 -1.629395e-02 -9.089292e-04 1.188613e-04 7.893672e-04
## 8 6.307029e-03 -5.121694e-03 -1.024118e-03 2.901107e-03 1.186367e-03
## 9 3.498672e-03 1.117226e-02 -1.151887e-04 2.782246e-03 3.969993e-04
## 10 -2.162594e-08 9.775987e-05 -8.550778e-06 1.915936e-03 5.633039e-05
## 11 -1.874083e-08 5.183480e-04 -8.223170e-06 1.928300e-03 1.761671e-04
## 12 -1.293737e-08 4.095277e-04 2.412279e-05 1.781487e-03 1.340396e-04
## 13 2.885103e-09 4.205881e-04 3.276075e-07 1.236466e-05 1.198367e-04
## 14 8.688563e-09 3.117678e-04 3.267357e-05 -1.344483e-04 7.770917e-05
## 15 5.803460e-09 -1.088203e-04 3.234596e-05 -1.468129e-04 -4.212753e-05
## 16 2.538004e-04 -1.544214e-05 -1.746159e-04 -1.144980e-02 -1.065094e-04
## 17 -2.410284e-05 -2.601765e-05 -1.531240e-04 -1.173519e-02 -2.830296e-05
## 18 -3.069854e-05 -1.668831e-06 -1.739977e-04 -1.128663e-02 -4.277286e-05
## 19 -2.779032e-04 -1.057551e-05 2.149189e-05 -2.853919e-04 7.820644e-05
## 20 -2.844989e-04 1.377331e-05 6.182519e-07 1.631673e-04 6.373654e-05
## 21 -6.595704e-06 2.434882e-05 -2.087364e-05 4.485592e-04 -1.446991e-05
## 22 1.272881e-05 -1.206062e-08 1.691697e-04 1.968900e-04 -3.194618e-04
## 23 -2.056407e-06 -1.710528e-09 -1.710528e-09 6.119252e-04 -9.631577e-04
## 24 7.266637e-05 -3.178088e-09 -3.178088e-09 -2.127500e-04 -9.272285e-04
## 25 -1.478522e-05 1.035009e-08 -1.691714e-04 4.150352e-04 -6.436960e-04
## 26 5.993756e-05 8.882529e-09 -1.691729e-04 -4.096400e-04 -6.077667e-04
## 27 7.472278e-05 -1.467560e-09 -1.467560e-09 -8.246752e-04 3.592927e-05
## 28 -3.716529e-05 -5.318016e-09 -2.465554e-05 1.240645e-03 -1.237698e-04
## 29 -3.056325e-05 -9.871847e-10 -1.606581e-05 -3.248997e-04 -1.204675e-04
## 30 -3.100197e-05 8.833841e-10 -3.065906e-05 -8.797949e-05 -1.200895e-04
## 31 6.602041e-06 4.330831e-09 8.589731e-06 -1.565545e-03 3.302332e-06
## 32 6.163327e-06 6.201400e-09 -6.003526e-06 -1.328625e-03 3.680315e-06
## 33 -4.387134e-07 1.870569e-09 -1.459326e-05 2.369202e-04 3.779831e-07
## 34 -5.190259e-04 1.402966e-04 -8.156607e-06 5.313442e-03 1.646689e-04
## 35 2.818930e-04 5.036260e-04 1.568375e-05 1.690071e-03 1.036084e-04
## 36 -4.835282e-04 4.830088e-04 -4.912523e-06 1.287241e-03 9.298294e-05
## 37 8.009189e-04 3.633294e-04 2.384036e-05 -3.623371e-03 -6.106058e-05
## 38 3.549770e-05 3.427122e-04 3.244085e-06 -4.026201e-03 -7.168601e-05
## 39 -7.654212e-04 -2.061720e-05 -2.059627e-05 -4.028294e-04 -1.062543e-05
## 40 -8.118412e-03 -3.037953e-04 2.987616e-05 -4.343393e-05 6.976332e-03
## 41 -1.298276e-06 -6.400294e-05 3.900549e-05 8.205324e-05 2.554046e-05
## 42 -1.298913e-06 -1.170908e-03 -2.844460e-05 2.270915e-05 1.117389e-05
## 43 3.382746e-06 -1.169806e-03 2.516681e-05 1.272503e-06 2.424649e-05
## 44 -6.372735e-10 -1.106905e-03 -6.745010e-05 -5.934409e-05 -1.436657e-05
## 45 4.681022e-06 -1.105803e-03 -1.383868e-05 -8.078074e-05 -1.293963e-06
## 46 4.681659e-06 1.101955e-06 5.361142e-05 -2.143665e-05 1.307260e-05
## 47 -7.805174e-06 6.504164e-06 2.086715e-05 -5.802966e-04 1.850994e-04
## 48 -8.814800e-06 3.976594e-06 1.126586e-03 -6.327272e-04 2.030792e-05
## 49 -1.009627e-06 -2.527569e-06 1.105719e-03 -5.243055e-05 -1.647915e-04
## 50 -1.042834e-04 1.116381e-02 7.455212e-06 8.225149e-04 1.031901e-04
## 51 -9.982416e-05 7.717059e-03 4.628460e-06 6.303095e-04 2.031752e-04
## 52 -9.974593e-05 2.800020e-03 3.717304e-05 8.236275e-04 1.102179e-05
## 53 4.459241e-06 -3.446753e-03 -2.826752e-06 -1.922055e-04 9.998503e-05
## 54 4.537473e-06 -8.363793e-03 2.971783e-05 1.112530e-06 -9.216835e-05
## 55 7.823189e-08 -4.917039e-03 3.254458e-05 1.933180e-04 -1.921534e-04
## 56 7.479262e-09 4.892111e-04 -2.669438e-07 3.226620e-03 6.354635e-06
## 57 1.029202e-08 2.916307e-05 -5.573303e-06 6.914308e-03 6.310178e-06
## 58 1.564448e-06 6.257216e-06 1.862841e-05 -1.864964e-03 -1.779982e-06
## 59 2.812763e-09 -4.600480e-04 -5.306359e-06 3.687687e-03 -4.445719e-08
## 60 1.556969e-06 -4.829539e-04 1.889535e-05 -5.091585e-03 -8.134617e-06
## 61 1.554156e-06 -2.290586e-05 2.420171e-05 -8.779272e-03 -8.090160e-06
## 62 1.189977e-06 1.744802e-04 9.512787e-05 -1.479882e-04 1.720525e-04
## 63 7.953650e-05 1.484289e-04 1.117287e-03 6.331457e-04 3.528091e-04
## 64 1.723778e-05 3.930933e-04 1.056590e-03 1.822101e-04 3.053395e-05
## 65 7.834653e-05 -2.605125e-05 1.022159e-03 7.811340e-04 1.807566e-04
## 66 1.604780e-05 2.186132e-04 9.614623e-04 3.301983e-04 -1.415186e-04
## 67 -6.229872e-05 2.446644e-04 -6.069702e-05 -4.509356e-04 -3.222751e-04
## 68 3.104507e-04 1.256545e-04 9.297760e-05 8.423663e-04 3.859342e-05
## 69 3.211152e-04 1.609859e-04 2.979936e-05 8.682711e-04 7.100522e-05
## 70 3.028705e-04 2.476128e-04 -6.014699e-06 1.436453e-03 -1.187358e-05
## 71 1.066450e-05 3.533136e-05 -6.317824e-05 2.590473e-05 3.241180e-05
## 72 -7.580115e-06 1.219583e-04 -9.899230e-05 5.940866e-04 -5.046700e-05
## 73 -1.824462e-05 8.662697e-05 -3.581406e-05 5.681818e-04 -8.287881e-05
## microbe_074 microbe_075 microbe_076 microbe_077 microbe_078
## 1 -8.796809e-07 -1.497904e-04 0.0284755763 -5.461894e-05 -9.483433e-06
## 2 -1.957060e-07 3.637497e-05 0.0520394023 -2.846585e-05 -8.621874e-07
## 3 -8.764782e-07 8.134868e-05 0.0459391214 -3.375764e-05 -9.480230e-06
## 4 6.839749e-07 1.861654e-04 0.0235638260 2.615309e-05 8.621245e-06
## 5 3.202648e-09 2.311391e-04 0.0174635452 2.086130e-05 3.202648e-09
## 6 -6.807722e-07 4.497370e-05 -0.0061002808 -5.291789e-06 -8.618043e-06
## 7 -6.048351e-05 1.190653e-04 -0.0631637265 5.250515e-04 9.153155e-04
## 8 1.709073e-03 5.115947e-05 -0.0118130107 1.260397e-04 7.061668e-05
## 9 1.769557e-03 -6.790588e-05 0.0513507158 -3.990118e-04 -8.446988e-04
## 10 6.006197e-05 -4.556280e-05 -0.0008424468 5.417037e-04 7.152686e-04
## 11 1.480656e-04 -2.234897e-05 -0.0043809153 5.501578e-04 1.435671e-03
## 12 1.425805e-04 -5.998747e-06 0.0014894739 5.958237e-04 1.056668e-03
## 13 8.800364e-05 2.321383e-05 -0.0035384685 8.454075e-06 7.204023e-04
## 14 8.251852e-05 3.956406e-05 0.0023319207 5.412001e-05 3.413991e-04
## 15 -5.485119e-06 1.635023e-05 0.0058703892 4.566593e-05 -3.790032e-04
## 16 -2.479839e-03 -6.874185e-04 -0.0077027633 -1.008121e-05 1.948038e-06
## 17 -2.493737e-03 7.526263e-05 -0.0635163394 -9.069123e-06 -3.116143e-07
## 18 -2.489981e-03 1.324881e-02 -0.0488731752 2.436498e-04 3.886313e-05
## 19 -1.389742e-05 7.626811e-04 -0.0558135761 1.012086e-06 -2.259653e-06
## 20 -1.014162e-05 1.393623e-02 -0.0411704118 2.537310e-04 3.691509e-05
## 21 3.755798e-06 1.317355e-02 0.0146431643 2.527189e-04 3.917474e-05
## 22 -1.206062e-08 2.980397e-03 -0.1122613933 -2.917538e-04 -6.555128e-07
## 23 -1.710528e-09 8.388534e-03 0.0763923951 -1.484555e-05 2.198422e-05
## 24 -3.178088e-09 9.572789e-04 0.0574686754 5.042726e-05 7.240315e-05
## 25 1.035009e-08 5.408137e-03 0.1886537885 2.769082e-04 2.263973e-05
## 26 8.882529e-09 -2.023118e-03 0.1697300688 3.421810e-04 7.305866e-05
## 27 -1.467560e-09 -7.431255e-03 -0.0189237197 6.527281e-05 5.041893e-05
## 28 3.194207e-05 -1.822849e-04 0.0165800061 5.454325e-06 -5.318016e-09
## 29 1.468788e-06 -1.324386e-04 -0.1062654823 7.451798e-06 -9.871847e-10
## 30 3.972555e-05 -1.463279e-04 0.0078658275 1.275001e-05 8.833841e-10
## 31 -3.047328e-05 4.984630e-05 -0.1228454884 1.997473e-06 4.330831e-09
## 32 7.783481e-06 3.595699e-05 -0.0087141786 7.295681e-06 6.201400e-09
## 33 3.825676e-05 -1.388931e-05 0.1141313098 5.298209e-06 1.870569e-09
## 34 -1.314550e-06 -2.553406e-04 -0.1889921683 -1.337731e-04 -2.970733e-04
## 35 4.012218e-05 -5.138571e-05 -0.3263235176 1.081672e-04 -9.274362e-05
## 36 3.106844e-05 -6.794144e-05 -0.2655730471 2.546082e-04 4.750146e-05
## 37 4.143673e-05 2.039548e-04 -0.1373313494 2.419403e-04 2.043297e-04
## 38 3.238299e-05 1.873991e-04 -0.0765808788 3.883814e-04 3.445748e-04
## 39 -9.053736e-06 -1.655573e-05 0.0607504706 1.464410e-04 1.402451e-04
## 40 -9.385912e-03 1.066821e-02 0.1214608748 -4.761562e-04 -4.220294e-04
## 41 4.467484e-05 1.632116e-04 0.0790417596 3.347651e-04 6.279569e-05
## 42 -7.053088e-09 3.501581e-05 0.0045336239 3.013883e-05 -4.582739e-06
## 43 1.458061e-05 1.371342e-03 0.0231562668 1.433831e-05 -1.759745e-05
## 44 -4.468189e-05 -1.281958e-04 -0.0745081357 -3.046262e-04 -6.737843e-05
## 45 -3.009422e-05 1.208131e-03 -0.0558854928 -3.204268e-04 -8.039314e-05
## 46 1.458767e-05 1.336327e-03 0.0186226429 -1.580052e-05 -1.301471e-05
## 47 -6.577226e-03 -3.465102e-05 -0.0215092995 2.546627e-04 3.541414e-04
## 48 -2.270558e-03 -6.060456e-05 -0.0067450541 3.028211e-04 9.439244e-04
## 49 4.306668e-03 -2.595354e-05 0.0147642453 4.815839e-05 5.897830e-04
## 50 -1.330134e-04 4.431295e-04 -0.0356923476 -3.337100e-04 -6.000760e-04
## 51 1.480504e-04 6.116755e-05 -0.0044659450 -3.986476e-04 -7.910192e-04
## 52 7.706994e-05 1.577798e-04 0.0227696502 -5.413999e-04 -9.257545e-04
## 53 2.810638e-04 -3.819619e-04 0.0312264026 -6.493767e-05 -1.909432e-04
## 54 2.100834e-04 -2.853497e-04 0.0584619978 -2.076899e-04 -3.256785e-04
## 55 -7.098043e-05 9.661221e-05 0.0272355952 -1.427522e-04 -1.347353e-04
## 56 1.071472e-04 1.758170e-05 -0.0161130339 2.765977e-05 -6.518120e-05
## 57 -5.892540e-06 2.270245e-04 0.0631844725 1.818787e-04 -3.880965e-05
## 58 -3.182962e-05 2.302970e-04 0.0663123240 1.134795e-03 4.833515e-04
## 59 -1.130397e-04 2.094428e-04 0.0792975064 1.542189e-04 2.637156e-05
## 60 -1.389768e-04 2.127153e-04 0.0824253579 1.107135e-03 5.485327e-04
## 61 -2.593708e-05 3.272566e-06 0.0031278516 9.529163e-04 5.221611e-04
## 62 -2.695965e-04 -1.300764e-05 0.0128122915 8.730371e-04 3.135897e-04
## 63 1.128376e-03 4.499069e-04 0.0203138539 -2.196177e-03 1.444458e-04
## 64 -1.160599e-04 6.240446e-05 0.0192196182 -2.262398e-03 7.395375e-06
## 65 1.397972e-03 4.629145e-04 0.0075015624 -3.069214e-03 -1.691440e-04
## 66 1.535366e-04 7.541210e-05 0.0064073267 -3.135435e-03 -3.061943e-04
## 67 -1.244436e-03 -3.875024e-04 -0.0010942357 -6.622162e-05 -1.370504e-04
## 68 1.303665e-05 5.547562e-05 -0.1523910003 6.988575e-05 5.403434e-05
## 69 3.811576e-06 -6.558330e-05 -0.0837612490 -8.525594e-06 -2.744375e-05
## 70 -4.761528e-06 7.300673e-05 -0.1019178141 2.038964e-04 2.016840e-04
## 71 -9.225071e-06 -1.210589e-04 0.0686297513 -7.841134e-05 -8.147809e-05
## 72 -1.779818e-05 1.753110e-05 0.0504731862 1.340106e-04 1.476496e-04
## 73 -8.573104e-06 1.385900e-04 -0.0181565651 2.124220e-04 2.291277e-04
## microbe_079 microbe_080 microbe_081 microbe_082 microbe_083
## 1 4.346099e-06 -7.244725e-04 -5.418068e-05 -1.329359e-03 1.414432e-10
## 2 7.059683e-09 -7.362863e-04 5.885711e-04 -1.701559e-03 7.059683e-09
## 3 3.344092e-09 -6.487400e-04 -4.405500e-04 -1.405913e-03 7.515752e-07
## 4 -4.339039e-06 -1.181379e-05 6.427518e-04 -3.721998e-04 6.918240e-09
## 5 -4.342755e-06 7.573253e-05 -3.863694e-04 -7.655469e-05 7.514337e-07
## 6 -3.715591e-09 8.754632e-05 -1.029121e-03 2.956451e-04 7.445155e-07
## 7 -2.158482e-09 -6.401037e-05 2.728692e-05 -3.507767e-04 -4.358610e-03
## 8 2.348262e-09 1.733585e-04 3.152748e-04 2.250954e-05 6.186480e-03
## 9 4.506743e-09 2.373689e-04 2.879879e-04 3.732862e-04 1.054509e-02
## 10 7.106631e-04 -3.468642e-04 -1.849205e-03 2.052129e-03 -2.162594e-08
## 11 1.064820e-05 -5.292341e-04 -1.753255e-03 -7.458532e-04 -1.874083e-08
## 12 4.764497e-04 5.276454e-05 -1.815321e-03 6.562832e-06 1.677969e-06
## 13 -7.000149e-04 -1.823699e-04 9.594976e-05 -2.797982e-03 2.885103e-09
## 14 -2.342135e-04 3.996287e-04 3.388452e-05 -2.045566e-03 1.699594e-06
## 15 4.658015e-04 5.819986e-04 -6.206524e-05 7.524160e-04 1.696709e-06
## 16 9.192727e-03 1.085840e-02 8.020420e-03 -3.881640e-03 -5.040470e-02
## 17 -9.587019e-04 -7.083565e-03 4.808524e-04 -3.864303e-03 -4.366644e-02
## 18 2.116309e-03 -6.067110e-03 1.433751e-04 -3.886971e-03 -3.223993e-02
## 19 -1.015143e-02 -1.794196e-02 -7.539568e-03 1.733763e-05 6.738253e-03
## 20 -7.076419e-03 -1.692551e-02 -7.877045e-03 -5.331042e-06 1.816477e-02
## 21 3.075010e-03 1.016455e-03 -3.374773e-04 -2.266868e-05 1.142652e-02
## 22 -1.206062e-08 1.165778e-02 2.241885e-04 -9.269600e-03 -2.790990e-06
## 23 -1.710528e-09 5.229719e-02 2.202663e-04 -8.745823e-03 -2.780640e-06
## 24 9.973005e-07 -1.300619e-02 4.681584e-04 2.363851e-03 -2.782107e-06
## 25 1.035009e-08 4.063941e-02 -3.922177e-06 5.237762e-04 1.035009e-08
## 26 1.009361e-06 -2.466397e-02 2.439699e-04 1.163345e-02 8.882529e-09
## 27 9.990110e-07 -6.530337e-02 2.478920e-04 1.110967e-02 -1.467560e-09
## 28 1.024048e-04 -1.696325e-02 3.859289e-03 -4.007477e-03 -5.318016e-09
## 29 8.202432e-04 -1.861917e-02 -3.113789e-04 -4.019121e-03 -9.871847e-10
## 30 7.226054e-03 -1.699341e-02 1.036795e-02 -3.967155e-03 8.833841e-10
## 31 7.178384e-04 -1.655920e-03 -4.170668e-03 -1.164399e-05 4.330831e-09
## 32 7.123649e-03 -3.015549e-05 6.508661e-03 4.032237e-05 6.201400e-09
## 33 6.405811e-03 1.625764e-03 1.067933e-02 5.196636e-05 1.870569e-09
## 34 -6.551220e-07 -1.398205e-03 4.698276e-05 -2.838938e-03 2.072832e-06
## 35 -6.499794e-07 -7.857022e-04 1.284515e-02 -2.797678e-03 4.806901e-06
## 36 -6.512872e-07 -1.927036e-03 -1.790661e-05 -2.880267e-03 8.015116e-06
## 37 5.142567e-09 6.125029e-04 1.279817e-02 4.125958e-05 2.734069e-06
## 38 3.834747e-09 -5.288307e-04 -6.488937e-05 -4.132923e-05 5.942284e-06
## 39 -1.307820e-09 -1.141334e-03 -1.286306e-02 -8.258880e-05 3.208215e-06
## 40 2.927581e-02 3.189331e-04 -2.516976e-03 -1.893676e-03 -1.733424e-02
## 41 2.340070e-02 1.987897e-03 -5.269120e-03 3.876784e-03 -8.806583e-02
## 42 1.494865e-02 -2.422106e-04 -7.108682e-04 2.269827e-05 -7.605091e-02
## 43 1.295179e-02 1.579474e-03 1.205589e-02 3.130916e-05 -4.127971e-02
## 44 -8.452055e-03 -2.230107e-03 4.558252e-03 -3.854086e-03 1.201492e-02
## 45 -1.044891e-02 -4.084229e-04 1.732501e-02 -3.845475e-03 4.678612e-02
## 46 -1.996859e-03 1.821684e-03 1.276676e-02 8.610895e-06 3.477119e-02
## 47 -7.882629e-07 -2.064554e-04 -1.063085e-02 -3.106836e-05 -1.135810e-01
## 48 -7.906901e-07 -1.116091e-04 -1.019197e-02 -8.231529e-05 -1.051184e-01
## 49 -2.427204e-09 9.484634e-05 4.388895e-04 -5.124694e-05 8.462546e-03
## 50 -6.102976e-04 -1.137831e-03 -3.049557e-04 -1.100981e-04 -2.256756e-05
## 51 -7.531913e-04 -1.125235e-03 -3.098251e-04 -1.524860e-04 -1.189471e-05
## 52 -2.248103e-04 -8.917094e-04 -4.286618e-04 -1.585037e-04 -2.416784e-05
## 53 -1.428937e-04 1.259665e-05 -4.869406e-06 -4.238786e-05 1.067286e-05
## 54 3.854873e-04 2.461219e-04 -1.237061e-04 -4.840556e-05 -1.600282e-06
## 55 5.283809e-04 2.335253e-04 -1.188367e-04 -6.017703e-06 -1.227314e-05
## 56 -9.025504e-06 -1.391012e-03 -1.696858e-03 1.959070e-03 7.479262e-09
## 57 -8.273261e-06 -1.104722e-03 -2.136734e-03 -8.990242e-04 1.029202e-08
## 58 -7.523988e-06 -1.493226e-03 -3.660211e-03 -1.270931e-03 1.503217e-08
## 59 7.522431e-07 2.862900e-04 -4.398756e-04 -2.858094e-03 2.812763e-09
## 60 1.501516e-06 -1.022141e-04 -1.963352e-03 -3.230001e-03 7.552908e-09
## 61 7.492734e-07 -3.885041e-04 -1.523477e-03 -3.719072e-04 4.740145e-09
## 62 1.222297e-08 1.318333e-03 -3.115680e-04 -3.158328e-06 -3.870390e-02
## 63 8.104233e-07 7.808957e-04 -5.880668e-04 -3.170811e-06 -1.372350e-02
## 64 -9.261657e-11 1.402808e-03 -3.303404e-04 -3.170643e-06 -2.392642e-02
## 65 7.982003e-07 -5.374372e-04 -2.764989e-04 -1.248338e-08 2.498041e-02
## 66 -1.231559e-08 8.447542e-05 -1.877243e-05 -1.231559e-08 1.477749e-02
## 67 -8.105159e-07 6.219126e-04 2.577265e-04 1.677911e-10 -1.020292e-02
## 68 -5.761813e-09 3.708223e-04 2.845989e-04 -4.039093e-04 -3.160319e-05
## 69 6.575741e-07 2.885543e-04 6.901879e-04 -4.262019e-04 -1.329656e-04
## 70 3.309212e-09 2.862097e-04 7.349084e-03 -4.109946e-04 -8.718108e-05
## 71 6.633359e-07 -8.226800e-05 4.055889e-04 -2.229259e-05 -1.013624e-04
## 72 9.071025e-09 -8.461264e-05 7.064485e-03 -7.085313e-06 -5.557789e-05
## 73 -6.542649e-07 -2.344647e-06 6.658896e-03 1.520727e-05 4.578452e-05
## microbe_084 microbe_085 microbe_086 microbe_087 microbe_088
## 1 -1.774209e-03 3.661336e-03 1.414432e-10 -4.754910e-03 -9.404890e-03
## 2 -1.842203e-03 5.722499e-03 7.059683e-09 -6.693727e-03 3.920511e-02
## 3 -1.630203e-03 1.974748e-02 3.344092e-09 -4.342197e-03 -9.006649e-03
## 4 -6.799387e-05 2.061163e-03 6.918240e-09 -1.938817e-03 4.861000e-02
## 5 1.440053e-04 1.608614e-02 3.202648e-09 4.127129e-04 3.982417e-04
## 6 2.119991e-04 1.402498e-02 -3.715591e-09 2.351530e-03 -4.821176e-02
## 7 2.175951e-03 -3.891389e-03 -4.379980e-04 -2.198275e-03 -1.668376e-02
## 8 -2.152684e-04 -5.205467e-03 2.801917e-04 9.593114e-03 1.621873e-04
## 9 -2.391220e-03 -1.314077e-03 7.181897e-04 1.179139e-02 1.684595e-02
## 10 -9.057778e-04 4.146826e-03 2.759855e-05 -7.605095e-03 -7.546326e-03
## 11 -1.563432e-03 -5.405466e-03 2.654662e-05 -5.638768e-03 -1.193499e-02
## 12 -1.612284e-03 -5.887431e-03 2.756726e-05 -5.038553e-03 -9.349168e-03
## 13 -6.576541e-04 -9.552293e-03 -1.051927e-06 1.966327e-03 -4.388669e-03
## 14 -7.065066e-04 -1.003426e-02 -3.128775e-08 2.566542e-03 -1.802842e-03
## 15 -4.885256e-05 -4.819646e-04 1.020639e-06 6.002150e-04 2.585827e-03
## 16 -8.302274e-05 -1.439545e-02 -6.259597e-06 -3.230536e-03 -3.694451e-03
## 17 5.090881e-04 -1.356383e-02 -3.495537e-07 -3.742687e-03 -4.639422e-03
## 18 2.537663e-04 -1.468813e-02 -8.495232e-06 -2.825620e-03 -4.434634e-03
## 19 5.921108e-04 8.316176e-04 5.910043e-06 -5.121508e-04 -9.449708e-04
## 20 3.367891e-04 -2.926779e-04 -2.235635e-06 4.049159e-04 -7.401824e-04
## 21 -2.553218e-04 -1.124295e-03 -8.145678e-06 9.170667e-04 2.047885e-04
## 22 2.238189e-04 5.261241e-03 8.719062e-06 8.129859e-06 8.761187e-04
## 23 3.759555e-04 3.103876e-03 9.197261e-07 -1.491834e-04 -2.364070e-04
## 24 1.468478e-04 3.485144e-03 5.143177e-05 3.588307e-04 5.676867e-04
## 25 1.521366e-04 -2.157365e-03 -7.799336e-06 -1.573133e-04 -1.112526e-03
## 26 -7.697109e-05 -1.776097e-03 4.271271e-05 3.507009e-04 -3.084320e-04
## 27 -2.291077e-04 3.812676e-04 5.051205e-05 5.080142e-04 8.040936e-04
## 28 7.040301e-05 1.043272e-03 8.046841e-05 -5.292744e-04 -7.524887e-04
## 29 -1.130291e-05 4.150865e-04 1.571677e-05 -8.080449e-04 -7.908758e-04
## 30 2.163237e-04 5.836710e-04 3.716315e-06 -7.040050e-04 -8.470306e-05
## 31 -8.170592e-05 -6.281851e-04 -6.475165e-05 -2.787705e-04 -3.838713e-05
## 32 1.459207e-04 -4.596005e-04 -7.675210e-05 -1.747306e-04 6.677856e-04
## 33 2.276266e-04 1.685845e-04 -1.200045e-05 1.040399e-04 7.061728e-04
## 34 5.521578e-04 3.342545e-04 5.514473e-05 -1.052675e-02 8.739802e-04
## 35 7.545861e-04 -7.421482e-04 1.295332e-06 -1.233998e-02 -7.703279e-05
## 36 4.423974e-04 -2.662802e-04 2.528038e-05 -2.560259e-03 3.001124e-02
## 37 2.024282e-04 -1.076403e-03 -5.384940e-05 -1.813234e-03 -9.510130e-04
## 38 -1.097605e-04 -6.005347e-04 -2.986435e-05 7.966491e-03 2.913726e-02
## 39 -3.121887e-04 4.758680e-04 2.398504e-05 9.779725e-03 3.008827e-02
## 40 -4.761050e-04 -2.377469e-02 1.647541e-03 4.663337e-03 -2.336831e-02
## 41 -1.748339e-04 6.218587e-04 1.977411e-06 -1.845806e-04 -1.127805e-03
## 42 -1.549874e-04 -7.843498e-05 1.084003e-05 -4.971421e-04 -1.346670e-03
## 43 -1.180134e-04 1.896912e-04 2.886931e-05 -1.854501e-04 -1.271131e-03
## 44 1.984651e-05 -7.002937e-04 8.862619e-06 -3.125615e-04 -2.188643e-04
## 45 5.682051e-05 -4.321676e-04 2.689190e-05 -8.695790e-07 -1.433254e-04
## 46 3.697400e-05 2.681262e-04 1.802928e-05 3.116919e-04 7.553888e-05
## 47 4.691340e-04 9.270271e-04 -2.796932e-06 -6.885226e-03 2.359384e-03
## 48 3.479929e-04 -9.159333e-04 -1.262614e-06 -6.321569e-03 9.291784e-03
## 49 -1.211412e-04 -1.842960e-03 1.534317e-06 5.636572e-04 6.932400e-03
## 50 6.916712e-04 -1.989806e-03 4.210370e-04 -4.121020e-06 -1.038127e-02
## 51 -3.503811e-04 3.521355e-03 5.030426e-04 -1.757769e-04 -6.794801e-03
## 52 4.403489e-04 -2.366764e-03 3.134321e-04 -1.907180e-03 -1.230193e-02
## 53 -1.042052e-03 5.511161e-03 8.200560e-05 -1.716559e-04 3.586474e-03
## 54 -2.513224e-04 -3.769583e-04 -1.076049e-04 -1.903059e-03 -1.920657e-03
## 55 7.907300e-04 -5.888120e-03 -1.896105e-04 -1.731403e-03 -5.507131e-03
## 56 1.480088e-03 7.684826e-03 -6.415469e-06 -3.798769e-03 -1.342521e-02
## 57 -1.274613e-03 -5.924771e-03 6.183829e-06 4.192394e-03 -4.568591e-03
## 58 6.844818e-03 -8.592140e-03 9.642219e-07 3.476671e-04 -1.981053e-02
## 59 -2.754700e-03 -1.360960e-02 1.259930e-05 7.991163e-03 8.856619e-03
## 60 5.364730e-03 -1.627697e-02 7.379691e-06 4.146436e-03 -6.385324e-03
## 61 8.119430e-03 -2.667370e-03 -5.219607e-06 -3.844727e-03 -1.524194e-02
## 62 -8.906679e-03 1.129188e-02 1.166941e-03 5.907140e-03 -9.181354e-03
## 63 -6.618638e-03 -1.879076e-04 1.577793e-03 2.802481e-03 1.055756e-02
## 64 -3.386413e-03 1.222271e-02 9.723066e-04 -3.420730e-03 -1.279036e-02
## 65 2.288041e-03 -1.147979e-02 4.108518e-04 -3.104659e-03 1.973891e-02
## 66 5.520265e-03 9.308270e-04 -1.946342e-04 -9.327870e-03 -3.609008e-03
## 67 3.232225e-03 1.241062e-02 -6.054861e-04 -6.223211e-03 -2.334792e-02
## 68 1.304438e-03 1.502026e-02 -2.087442e-06 -9.995921e-04 9.761450e-04
## 69 4.185350e-04 1.317734e-02 7.413156e-06 -4.992095e-04 2.317835e-03
## 70 1.103007e-03 2.042738e-02 1.308138e-05 -3.680271e-04 3.504465e-03
## 71 -8.859031e-04 -1.842918e-03 9.500598e-06 5.003827e-04 1.341690e-03
## 72 -2.014309e-04 5.407119e-03 1.516882e-05 6.315650e-04 2.528320e-03
## 73 6.844722e-04 7.250037e-03 5.668226e-06 1.311824e-04 1.186630e-03
## microbe_089 microbe_090 microbe_091 microbe_092 microbe_093
## 1 4.436891e-06 1.284327e-06 -1.566461e-04 4.167741e-05 -2.492812e-03
## 2 -1.599975e-05 7.059683e-09 9.696725e-06 1.732229e-05 -2.987293e-03
## 3 -1.739960e-05 3.344092e-09 -1.513350e-04 4.331402e-04 -2.357008e-03
## 4 -2.043665e-05 -1.277267e-06 1.663429e-04 -2.435513e-05 -4.944810e-04
## 5 -2.183649e-05 -1.280983e-06 5.311104e-06 3.914628e-04 1.358045e-04
## 6 -1.399845e-06 -3.715591e-09 -1.610318e-04 4.158179e-04 6.302855e-04
## 7 -3.072309e-05 -6.576138e-05 -1.432684e-04 1.834505e-02 5.339090e-05
## 8 -1.234591e-05 1.663889e-05 4.821416e-04 -7.368419e-04 1.114160e-04
## 9 1.837718e-05 8.240026e-05 6.254100e-04 -1.908189e-02 5.802506e-05
## 10 -8.040223e-05 7.311546e-06 7.386905e-05 -1.747700e-03 -5.326676e-03
## 11 -8.477555e-05 1.740713e-05 -9.269716e-05 -4.610909e-04 -2.151252e-03
## 12 -8.443503e-05 1.035809e-05 1.951772e-03 7.753019e-03 -1.224507e-03
## 13 -4.373318e-06 1.009558e-05 -1.665662e-04 1.286609e-03 3.175424e-03
## 14 -4.032798e-06 3.046548e-06 1.877903e-03 9.500719e-03 4.102169e-03
## 15 3.405199e-07 -7.049032e-06 2.044469e-03 8.214110e-03 9.267453e-04
## 16 -2.475594e-03 2.288993e-03 -2.195790e-04 2.314061e-02 1.345933e-02
## 17 -6.802325e-03 7.006313e-04 -2.062667e-04 1.390280e-02 5.739975e-03
## 18 -6.881278e-03 3.781248e-04 -2.255574e-04 1.640819e-02 7.697318e-04
## 19 -4.326731e-03 -1.588362e-03 1.331231e-05 -9.237810e-03 -7.719356e-03
## 20 -4.405684e-03 -1.910868e-03 -5.978375e-06 -6.732420e-03 -1.268960e-02
## 21 -7.895325e-05 -3.225065e-04 -1.929068e-05 2.505389e-03 -4.970243e-03
## 22 -1.081706e-05 -1.206062e-08 1.018910e-05 -8.723580e-03 1.066682e-04
## 23 9.018192e-06 -1.710528e-09 -1.710528e-09 1.908284e-02 9.429432e-04
## 24 -9.745078e-06 -3.178088e-09 5.958163e-05 1.808555e-02 4.364152e-04
## 25 1.983525e-05 1.035009e-08 -1.019081e-05 2.780642e-02 8.362750e-04
## 26 1.071981e-06 8.882529e-09 4.939252e-05 2.680913e-02 3.297470e-04
## 27 -1.876327e-05 -1.467560e-09 5.958334e-05 -9.972928e-04 -5.065280e-04
## 28 1.977694e-05 -5.123876e-07 8.533766e-05 -2.303367e-02 1.413520e-02
## 29 3.212173e-05 -1.215334e-06 1.130179e-04 -2.537449e-02 5.207983e-03
## 30 1.338934e-05 -1.213463e-06 1.150866e-04 -1.994510e-02 1.756546e-02
## 31 1.234479e-05 -7.029461e-07 2.768025e-05 -2.340825e-03 -8.927218e-03
## 32 -6.387595e-06 -7.010755e-07 2.974891e-05 3.088569e-03 3.430258e-03
## 33 -1.873238e-05 1.870569e-09 2.068664e-06 5.429394e-03 1.235748e-02
## 34 1.472764e-06 1.928493e-09 4.211687e-04 -2.735279e-04 -2.203261e-03
## 35 9.958912e-06 1.456757e-06 1.607608e-04 3.225146e-03 -1.999107e-03
## 36 5.763240e-09 5.763240e-09 -1.050583e-05 2.639147e-03 -1.627206e-03
## 37 8.486148e-06 1.454829e-06 -2.604079e-04 3.498674e-03 2.041540e-04
## 38 -1.467001e-06 3.834747e-09 -4.316745e-04 2.912675e-03 5.760553e-04
## 39 -9.953149e-06 -1.450994e-06 -1.712666e-04 -5.859987e-04 3.719013e-04
## 40 5.717241e-05 1.660718e-02 6.393858e-03 4.488734e-05 1.345534e-04
## 41 4.522674e-04 3.118461e-05 1.097920e-04 -5.297495e-04 5.879754e-04
## 42 1.706302e-03 8.457379e-05 7.251096e-05 7.040287e-03 2.524301e-05
## 43 9.542394e-04 2.922096e-05 1.267366e-04 5.000179e-03 -1.815233e-05
## 44 1.254035e-03 5.338918e-05 -3.728106e-05 7.570037e-03 -5.627324e-04
## 45 5.019719e-04 -1.963645e-06 1.694461e-05 5.529928e-03 -6.061277e-04
## 46 -7.520627e-04 -5.535283e-05 5.422568e-05 -2.040109e-03 -4.339534e-05
## 47 -2.587973e-02 -1.928932e-05 -2.976728e-04 -8.989384e-05 5.229332e-06
## 48 -2.583599e-02 2.315600e-05 -3.153599e-04 -1.825109e-05 7.293255e-05
## 49 4.374887e-05 4.244532e-05 -1.768712e-05 7.164275e-05 6.770322e-05
## 50 3.193649e-05 2.124256e-03 1.479772e-03 -1.024972e-03 3.690694e-04
## 51 8.430746e-05 1.666320e-03 1.023572e-03 -1.151782e-03 2.122931e-04
## 52 5.343691e-04 6.843368e-04 7.921349e-04 -2.081529e-03 1.560472e-03
## 53 5.237097e-05 -4.579361e-04 -4.561994e-04 -1.268099e-04 -1.567762e-04
## 54 5.024326e-04 -1.439919e-03 -6.876366e-04 -1.056557e-03 1.191402e-03
## 55 4.500616e-04 -9.819833e-04 -2.314373e-04 -9.297470e-04 1.348179e-03
## 56 -2.364237e-05 7.479262e-09 -2.290980e-06 -7.188680e-03 3.661153e-04
## 57 2.459115e-05 1.029202e-08 3.292808e-04 -7.245029e-03 1.408102e-03
## 58 1.929102e-04 1.503217e-08 3.755982e-05 -1.242685e-02 1.197745e-03
## 59 4.823351e-05 2.812763e-09 3.315718e-04 -5.634988e-05 1.041987e-03
## 60 2.165526e-04 7.552908e-09 3.985080e-05 -5.238172e-03 8.316300e-04
## 61 1.683191e-04 4.740145e-09 -2.917210e-04 -5.181822e-03 -2.103572e-04
## 62 1.704077e-03 1.067398e-04 7.410791e-05 -3.328000e-03 2.562796e-05
## 63 6.925940e-03 1.753501e-04 3.968713e-04 -2.644164e-03 9.132830e-05
## 64 4.604985e-03 6.987983e-05 1.697744e-04 -3.270000e-03 6.779926e-05
## 65 5.221863e-03 6.861026e-05 3.227634e-04 6.838357e-04 6.570034e-05
## 66 2.900908e-03 -3.686002e-05 9.566647e-05 5.800027e-05 4.217130e-05
## 67 -2.320956e-03 -1.054703e-04 -2.270969e-04 -6.258354e-04 -2.352904e-05
## 68 1.425019e-02 3.992340e-05 -8.529301e-04 2.318445e-03 1.273552e-04
## 69 1.356952e-02 3.035932e-06 -9.185962e-04 1.686238e-04 7.106819e-05
## 70 2.246906e-02 1.382113e-04 -1.228794e-03 1.684510e-03 6.788577e-05
## 71 -6.806674e-04 -3.688747e-05 -6.566608e-05 -2.149821e-03 -5.628706e-05
## 72 8.218870e-03 9.828793e-05 -3.758637e-04 -6.339345e-04 -5.946947e-05
## 73 8.899538e-03 1.351754e-04 -3.101977e-04 1.515886e-03 -3.182412e-06
## microbe_094 microbe_095 microbe_096 microbe_097 microbe_098
## 1 -6.354804e-06 -1.611940e-02 -1.521493e-05 2.232924e-05 3.601954e-05
## 2 2.836415e-07 -9.531689e-03 -1.367315e-05 2.135300e-04 2.089945e-03
## 3 8.736489e-06 -1.711304e-02 -1.249840e-05 1.105764e-04 2.960987e-03
## 4 6.638446e-06 6.587708e-03 1.541773e-06 1.912007e-04 2.053925e-03
## 5 1.509129e-05 -9.936456e-04 2.716522e-06 8.824720e-05 2.924968e-03
## 6 8.452848e-06 -7.581354e-03 1.174749e-06 -1.029535e-04 8.710427e-04
## 7 1.852904e-04 3.479150e-05 9.400378e-04 -1.454420e-06 -6.943124e-05
## 8 9.341645e-05 8.814253e-05 3.687268e-05 -1.449913e-06 -5.357185e-05
## 9 -9.187391e-05 5.335103e-05 -9.031651e-04 4.506743e-09 1.585940e-05
## 10 5.806060e-04 -7.856037e-03 2.166696e-01 -1.998516e-04 -2.162594e-08
## 11 -1.366557e-05 -7.848237e-03 -1.874083e-08 -9.752390e-06 1.256818e-06
## 12 5.910284e-04 -7.854497e-03 5.403991e-04 -4.758970e-05 2.683810e-06
## 13 -5.942716e-04 7.800566e-06 -2.166696e-01 1.900992e-04 1.278444e-06
## 14 1.042243e-05 1.540605e-06 -2.161292e-01 1.522619e-04 2.705436e-06
## 15 6.046940e-04 -6.259960e-06 5.404178e-04 -3.783731e-05 1.426992e-06
## 16 3.113414e-03 1.849283e-02 2.974939e-05 2.481045e-02 -4.970597e-06
## 17 3.551712e-03 -5.223484e-03 -9.744370e-06 1.558584e-02 -8.036447e-06
## 18 7.655693e-03 -7.502000e-03 -1.622102e-05 2.107966e-02 -8.890385e-06
## 19 4.382982e-04 -2.371631e-02 -3.949376e-05 -9.224615e-03 -3.065850e-06
## 20 4.542280e-03 -2.599483e-02 -4.597041e-05 -3.730795e-03 -3.919788e-06
## 21 4.103982e-03 -2.278516e-03 -6.476654e-06 5.493819e-03 -8.539379e-07
## 22 -6.669856e-03 3.084412e-02 -1.201578e-03 1.042930e-03 -1.206062e-08
## 23 6.488154e-02 2.069154e-02 -1.279232e-03 -2.400674e-03 -1.710528e-09
## 24 4.124713e-02 1.617641e-02 -1.284342e-03 -2.505697e-03 -3.178088e-09
## 25 7.155140e-02 -1.015258e-02 -7.765384e-05 -3.443604e-03 1.035009e-08
## 26 4.791698e-02 -1.466771e-02 -8.276327e-05 -3.548627e-03 8.882529e-09
## 27 -2.363442e-02 -4.515127e-03 -5.109424e-06 -1.050225e-04 -1.467560e-09
## 28 2.665279e-04 -5.313700e-02 -1.932039e-02 3.015506e-05 1.246452e-05
## 29 -1.984994e-04 -5.442917e-02 -1.931642e-02 2.676996e-05 -9.871847e-10
## 30 -4.932781e-05 -4.850133e-02 -1.926034e-02 -9.794129e-07 7.722210e-07
## 31 -4.650273e-04 -1.292174e-03 3.966442e-06 -3.385100e-06 -1.246550e-05
## 32 -3.158557e-04 4.635664e-03 6.005129e-05 -3.113448e-05 -1.169230e-05
## 33 1.491716e-04 5.927838e-03 5.608485e-05 -2.774938e-05 7.732082e-07
## 34 2.295796e-04 -4.106205e-04 -8.526455e-03 -8.199716e-07 1.928493e-09
## 35 -1.629782e-05 -3.227945e-04 -8.611190e-03 4.939720e-06 7.071060e-09
## 36 7.037665e-04 6.947048e-04 -8.493096e-03 2.996707e-05 5.763240e-09
## 37 -2.458774e-04 8.782603e-05 -8.473524e-05 5.759692e-06 5.142567e-09
## 38 4.741869e-04 1.105325e-03 3.335909e-05 3.078704e-05 3.834747e-09
## 39 7.200643e-04 1.017499e-03 1.180943e-04 2.502735e-05 -1.307820e-09
## 40 -9.727693e-05 9.463814e-06 6.436397e-04 -9.410094e-04 -9.550511e-04
## 41 -1.082464e-02 5.868163e-05 -2.165060e-04 -1.863346e-03 4.636130e-03
## 42 -1.113003e-02 -1.558908e-04 -2.087437e-04 -1.803419e-03 7.577648e-03
## 43 -1.105818e-02 -2.798594e-04 -2.138651e-04 -7.728641e-04 9.873089e-03
## 44 -3.053888e-04 -2.145724e-04 7.762294e-06 5.992771e-05 2.941518e-03
## 45 -2.335413e-04 -3.385410e-04 2.640913e-06 1.090482e-03 5.236959e-03
## 46 7.184743e-05 -1.239686e-04 -5.121381e-06 1.030555e-03 2.295441e-03
## 47 9.000210e-04 -9.398969e-05 -9.233841e-06 -8.241727e-06 -7.955542e-06
## 48 8.874687e-03 -2.005791e-04 -2.152510e-05 -8.244154e-06 -4.999147e-06
## 49 7.974666e-03 -1.065894e-04 -1.229126e-05 -2.427204e-09 2.956395e-06
## 50 7.845962e-05 -1.114828e-04 -2.356975e-04 -5.599819e-05 -9.022051e-05
## 51 -7.861342e-05 -1.573114e-03 -2.370672e-04 2.778772e-05 -5.237147e-04
## 52 1.544136e-04 -1.979343e-03 8.560864e-04 -3.314399e-05 -5.685244e-04
## 53 -1.570730e-04 -1.461631e-03 -1.369670e-06 8.378591e-05 -4.334942e-04
## 54 7.595401e-05 -1.867860e-03 1.091784e-03 2.285420e-05 -4.783039e-04
## 55 2.330270e-04 -4.062293e-04 1.093154e-03 -6.093171e-05 -4.480968e-05
## 56 8.968459e-05 -1.321303e-05 7.479262e-09 -1.818400e-04 -5.545297e-07
## 57 1.636571e-05 -1.321022e-05 2.499105e-06 -2.560204e-04 -3.308370e-07
## 58 6.229736e-04 -1.320548e-05 1.342641e-06 -1.815218e-04 1.053654e-05
## 59 -7.331887e-05 2.812763e-09 2.491626e-06 -7.418036e-05 2.236927e-07
## 60 5.332890e-04 7.552908e-09 1.335161e-06 3.182457e-07 1.109107e-05
## 61 6.066079e-04 4.740145e-09 -1.156464e-06 7.449861e-05 1.086738e-05
## 62 -1.915443e-04 -2.051873e-05 -1.445799e-01 -4.184673e-05 4.883575e-04
## 63 -1.660673e-05 -2.306552e-05 -1.446124e-01 -4.088578e-05 3.890359e-03
## 64 -8.002194e-05 -2.512083e-05 -1.445736e-01 1.744109e-05 2.983981e-03
## 65 1.749375e-04 -2.546787e-06 -3.252257e-05 9.609512e-07 3.402001e-03
## 66 1.115223e-04 -4.602105e-06 6.269418e-06 5.928782e-05 2.495623e-03
## 67 -6.341521e-05 -2.055318e-06 3.879199e-05 5.832686e-05 -9.063783e-04
## 68 3.289730e-05 -4.603818e-03 -3.672041e-02 -3.720676e-04 1.350830e-06
## 69 -6.109190e-06 -4.734569e-03 -3.673708e-02 -4.342705e-04 6.575741e-07
## 70 1.496612e-04 -4.567143e-03 -3.673707e-02 -1.338910e-03 3.309212e-09
## 71 -3.900649e-05 -1.307514e-04 -1.666194e-05 -6.220298e-05 -6.932556e-07
## 72 1.167639e-04 3.667467e-05 -1.665565e-05 -9.668429e-04 -1.347521e-06
## 73 1.557704e-04 1.674260e-04 6.287290e-09 -9.046399e-04 -6.542649e-07
## microbe_099 microbe_100 microbe_101 microbe_102 microbe_103
## 1 2.613203e-03 -2.514486e-05 -1.571049e-03 2.506881e-05 2.683196e-04
## 2 8.702655e-03 7.700931e-05 -1.502931e-03 3.192344e-05 -3.463917e-04
## 3 2.779997e-02 1.710460e-05 1.490203e-03 7.852303e-05 4.645389e-05
## 4 6.089452e-03 1.021542e-04 6.811735e-05 6.854635e-06 -6.147113e-04
## 5 2.518677e-02 4.224946e-05 3.061251e-03 5.345422e-05 -2.218657e-04
## 6 1.909732e-02 -5.990471e-05 2.993134e-03 4.659958e-05 3.928456e-04
## 7 -3.326088e-03 1.622610e-03 -8.904039e-04 -9.660745e-03 -2.885564e-02
## 8 -3.870361e-03 4.985460e-03 -2.200099e-03 1.039831e-02 -2.039027e-02
## 9 -5.442734e-04 3.362850e-03 -1.309695e-03 2.005905e-02 8.465362e-03
## 10 5.669916e-03 1.090730e-02 3.650830e-03 1.960157e-02 -4.462955e-02
## 11 7.811641e-03 4.529787e-03 2.028610e-03 -1.953846e-03 -4.115142e-02
## 12 5.755992e-03 2.439096e-03 4.189684e-03 -1.275355e-02 -4.103499e-02
## 13 2.141725e-03 -6.377513e-03 -1.622220e-03 -2.155542e-02 3.478131e-03
## 14 8.607567e-05 -8.468204e-03 5.388544e-04 -3.235512e-02 3.594557e-03
## 15 -2.055649e-03 -2.090691e-03 2.161074e-03 -1.079970e-02 1.164256e-04
## 16 2.313127e-04 -2.025029e-06 4.178841e-03 -8.061146e-04 -7.846505e-05
## 17 2.120419e-04 -3.199339e-06 -2.157753e-03 -7.939453e-04 -7.624605e-05
## 18 6.387184e-04 -3.208055e-06 5.545096e-04 -8.151957e-04 -6.494808e-05
## 19 -1.927080e-05 -1.174310e-06 -6.336594e-03 1.216929e-05 2.219005e-06
## 20 4.074057e-04 -1.183026e-06 -3.624331e-03 -9.081174e-06 1.351698e-05
## 21 4.266765e-04 -8.716333e-09 2.712263e-03 -2.125046e-05 1.129797e-05
## 22 2.976375e-04 -1.529541e-04 -3.443835e-05 -3.864640e-04 -2.079120e-06
## 23 6.152404e-05 -1.715185e-04 2.035150e-05 1.560748e-03 -2.068770e-06
## 24 2.127038e-04 -1.262263e-04 1.029458e-03 -5.942087e-06 1.499359e-05
## 25 -2.361134e-04 -1.856433e-05 5.478986e-05 1.947212e-03 1.035009e-08
## 26 -8.493369e-05 2.672780e-05 1.063896e-03 3.805219e-04 1.707271e-05
## 27 1.511797e-04 4.529213e-05 1.009106e-03 -1.566690e-03 1.706236e-05
## 28 7.881013e-06 -7.555511e-06 -7.846009e-04 4.161860e-05 -5.318016e-09
## 29 1.158987e-05 -5.252986e-06 -2.894736e-03 8.435884e-06 -9.871847e-10
## 30 2.546724e-06 -7.726133e-06 2.028625e-03 3.186103e-05 1.311075e-05
## 31 3.708854e-06 2.302525e-06 -2.110135e-03 -3.318272e-05 4.330831e-09
## 32 -5.334288e-06 -1.706222e-07 2.813226e-03 -9.757567e-06 1.311607e-05
## 33 -9.043143e-06 -2.473147e-06 4.923360e-03 2.342515e-05 1.311174e-05
## 34 8.380024e-05 5.822825e-05 -5.727013e-07 2.546600e-02 1.928493e-09
## 35 7.142677e-05 6.427328e-05 -5.675588e-07 1.783692e-03 8.936494e-06
## 36 -1.970178e-06 -1.995219e-06 -5.688666e-07 1.844940e-02 5.763240e-09
## 37 -1.237347e-05 6.045035e-06 5.142567e-09 -2.368231e-02 8.934566e-06
## 38 -8.577042e-05 -6.022347e-05 3.834747e-09 -7.016600e-03 3.834747e-09
## 39 -7.339695e-05 -6.626850e-05 -1.307820e-09 1.666571e-02 -8.930731e-06
## 40 -6.413984e-04 2.505721e-03 5.427620e-04 -4.960356e-02 -2.869974e-02
## 41 1.220853e-04 1.276528e-05 4.097677e-03 2.554607e-05 8.912443e-06
## 42 5.799881e-04 2.875724e-05 3.895833e-04 8.321527e-05 -7.096271e-06
## 43 1.219662e-03 5.750674e-05 7.871489e-03 6.225899e-05 -1.994359e-06
## 44 4.579028e-04 1.599196e-05 -3.708094e-03 5.766919e-05 -1.600871e-05
## 45 1.097576e-03 4.474145e-05 3.773811e-03 3.671292e-05 -1.090680e-05
## 46 6.396735e-04 2.874949e-05 7.481905e-03 -2.095627e-05 5.101912e-06
## 47 -5.554832e-03 -4.891303e-03 1.565521e-09 4.992760e-02 1.891427e-02
## 48 -4.531889e-03 -5.848338e-03 -8.616831e-10 5.249807e-02 2.419794e-02
## 49 1.022943e-03 -9.570352e-04 -2.427204e-09 2.570472e-03 5.283665e-03
## 50 1.292133e-02 3.591891e-03 -1.052745e-03 5.058441e-06 6.664137e-07
## 51 1.023818e-02 4.181093e-03 8.528858e-04 -5.161521e-06 1.396665e-04
## 52 1.169037e-02 -6.833126e-05 -6.132755e-04 1.408762e-06 9.344207e-05
## 53 -2.683153e-03 5.892020e-04 1.905631e-03 -1.021996e-05 1.390001e-04
## 54 -1.230963e-03 -3.660222e-03 4.394692e-04 -3.649679e-06 9.277565e-05
## 55 1.452190e-03 -4.249424e-03 -1.466161e-03 6.570283e-06 -4.622443e-05
## 56 6.210152e-05 2.248584e-04 -5.328770e-04 -4.025782e-03 -1.160260e-02
## 57 2.956711e-05 2.239234e-05 -4.731953e-04 -2.699674e-02 -7.134529e-03
## 58 2.726436e-05 3.745343e-05 -1.061595e-03 4.159486e-03 1.851872e-03
## 59 -3.253441e-05 -2.024660e-04 5.968171e-05 -2.297096e-02 4.468075e-03
## 60 -3.483716e-05 -1.874049e-04 -5.287176e-04 8.185268e-03 1.345448e-02
## 61 -2.302742e-06 1.506109e-05 -5.883993e-04 3.115623e-02 8.986401e-03
## 62 2.056971e-03 5.270774e-04 -3.628978e-03 1.727738e-01 1.086937e-05
## 63 5.223188e-03 6.228891e-04 3.994743e-03 8.625828e-02 -4.018794e-06
## 64 5.760644e-03 3.846256e-04 1.582280e-03 9.451109e-02 -1.603777e-04
## 65 3.166217e-03 9.581171e-05 7.623721e-03 -8.651557e-02 -1.488817e-05
## 66 3.703673e-03 -1.424519e-04 5.211258e-03 -7.826276e-02 -1.712471e-04
## 67 5.374561e-04 -2.382636e-04 -2.412463e-03 8.252811e-03 -1.563590e-04
## 68 2.080426e-02 3.055694e-04 2.934865e-05 3.886515e-03 -4.872779e-07
## 69 1.688217e-02 1.417878e-03 3.572645e-05 3.931714e-02 -4.844941e-07
## 70 1.182469e-02 1.663502e-03 1.047897e-03 3.920808e-02 -4.782068e-07
## 71 -3.922089e-03 1.112308e-03 6.377793e-06 3.543063e-02 2.783735e-09
## 72 -8.979572e-03 1.357933e-03 1.018548e-03 3.532157e-02 9.071025e-09
## 73 -5.057484e-03 2.456245e-04 1.012171e-03 -1.090584e-04 6.287290e-09
## microbe_104 microbe_105 microbe_106 microbe_107 microbe_108
## 1 1.584459e-03 1.961630e-06 1.123251e-05 1.093313e-03 -3.152860e-05
## 2 2.074484e-03 1.366075e-06 2.127294e-05 2.345565e-03 -3.480266e-05
## 3 1.624776e-03 1.709721e-08 1.376119e-05 1.445145e-05 -3.480638e-05
## 4 4.900252e-04 -5.955549e-07 1.004044e-05 1.252252e-03 -3.274066e-06
## 5 4.031697e-05 -1.944533e-06 2.528685e-06 -1.078861e-03 -3.277781e-06
## 6 -4.497082e-04 -1.348978e-06 -7.511751e-06 -2.331113e-03 -3.715591e-09
## 7 2.105978e-02 -7.238862e-05 4.557274e-03 6.654220e-03 6.504681e-05
## 8 -3.537237e-02 -9.894958e-05 -3.506122e-04 -6.058597e-05 -1.519616e-05
## 9 -5.643215e-02 -2.656096e-05 -4.907887e-03 -6.714806e-03 -8.024297e-05
## 10 2.364482e-03 2.523742e-06 7.318348e-05 6.441937e-04 -2.162594e-08
## 11 4.972445e-03 -1.874083e-08 2.726015e-04 9.826162e-03 -1.874083e-08
## 12 4.563031e-03 5.250066e-05 1.835810e-04 5.483812e-03 -1.293737e-08
## 13 2.607963e-03 -2.542483e-06 1.994181e-04 9.181968e-03 2.885103e-09
## 14 2.198549e-03 4.997691e-05 1.103975e-04 4.839618e-03 8.688563e-09
## 15 -4.094138e-04 5.251940e-05 -8.902053e-05 -4.342350e-03 5.803460e-09
## 16 4.981557e-03 -3.030927e-06 -3.567327e-05 2.273405e-06 1.420213e-06
## 17 6.830244e-03 2.040927e-04 2.545466e-04 3.326119e-05 1.742159e-04
## 18 8.180041e-03 3.612176e-04 3.843277e-04 4.310099e-05 3.784078e-04
## 19 1.848687e-03 2.071237e-04 2.902198e-04 3.098778e-05 1.727957e-04
## 20 3.198484e-03 3.642485e-04 4.200009e-04 4.082758e-05 3.769876e-04
## 21 1.349797e-03 1.571249e-04 1.297811e-04 9.839799e-06 2.041919e-04
## 22 1.030968e-03 7.636363e-07 -1.206062e-08 -1.206062e-08 1.066265e-06
## 23 2.529952e-02 -1.710528e-09 4.496499e-06 -1.710528e-09 -1.710528e-09
## 24 3.015122e-02 -3.178088e-09 7.729667e-06 1.900953e-05 -3.178088e-09
## 25 2.426855e-02 -7.653468e-07 4.508560e-06 1.035009e-08 -1.067976e-06
## 26 2.912025e-02 -7.668144e-07 7.741728e-06 1.902159e-05 -1.069443e-06
## 27 4.851696e-03 -1.467560e-09 3.233168e-06 1.901124e-05 -1.467560e-09
## 28 5.804344e-02 4.032807e-07 1.102893e-05 6.303142e-06 -5.318016e-09
## 29 7.857532e-02 7.113843e-05 -8.724444e-06 1.708391e-06 -9.871847e-10
## 30 6.628258e-02 8.833841e-10 9.807832e-06 8.833841e-10 8.833841e-10
## 31 2.053188e-02 7.073515e-05 -1.975338e-05 -4.594751e-06 4.330831e-09
## 32 8.239139e-03 -4.023974e-07 -1.221103e-06 -6.302259e-06 6.201400e-09
## 33 -1.229274e-02 -7.113755e-05 1.853228e-05 -1.707507e-06 1.870569e-09
## 34 8.470832e-02 -1.013504e-05 1.742864e-04 1.017991e-05 1.928493e-09
## 35 1.115969e-01 -8.034502e-06 7.855035e-05 1.493220e-03 2.640575e-06
## 36 -7.067013e-03 4.788609e-05 5.318783e-05 2.505179e-03 3.863794e-06
## 37 2.688859e-02 2.100542e-06 -9.573600e-05 1.483040e-03 2.638646e-06
## 38 -9.177533e-02 5.802114e-05 -1.210985e-04 2.494999e-03 3.861866e-06
## 39 -1.186639e-01 5.592060e-05 -2.536253e-05 1.011959e-03 1.223219e-06
## 40 -7.028832e-02 -3.398094e-04 -9.522405e-05 -9.452506e-04 1.203397e-04
## 41 2.732663e-03 -9.800970e-04 -6.901044e-04 -4.245421e-05 -9.660477e-04
## 42 5.872481e-03 -1.020629e-03 -8.519385e-04 -3.380493e-05 -9.991468e-04
## 43 8.761805e-03 -1.010652e-03 -8.596268e-04 -3.668299e-05 -9.991443e-04
## 44 3.139818e-03 -4.053245e-05 -1.618341e-04 8.649283e-06 -3.309906e-05
## 45 6.029142e-03 -3.055544e-05 -1.695224e-04 5.771225e-06 -3.309659e-05
## 46 2.889324e-03 9.977012e-06 -7.688304e-06 -2.878059e-06 2.466493e-09
## 47 5.131254e-02 2.842772e-05 4.114415e-05 2.401233e-04 2.806443e-06
## 48 6.541265e-02 -8.435439e-07 7.168462e-05 2.936819e-04 3.185131e-05
## 49 1.410012e-02 -2.927126e-05 3.054047e-05 5.355867e-05 2.904487e-05
## 50 -1.621091e-02 -6.701706e-04 -1.825416e-02 -1.862983e-04 -9.909639e-04
## 51 -2.050463e-02 -1.665890e-03 -1.750906e-02 -2.386696e-04 -2.762814e-03
## 52 -3.007824e-02 -1.514776e-03 -1.608456e-02 -2.202298e-04 -2.536269e-03
## 53 -4.293722e-03 -9.957198e-04 7.451062e-04 -5.237136e-05 -1.771850e-03
## 54 -1.386733e-02 -8.446056e-04 2.169600e-03 -3.393154e-05 -1.545305e-03
## 55 -9.573606e-03 1.511142e-04 1.424494e-03 1.843982e-05 2.265451e-04
## 56 1.159851e-03 9.290378e-07 3.526664e-06 3.268568e-06 3.376704e-07
## 57 -1.237450e-03 1.029202e-08 -3.322214e-07 3.001328e-07 -7.910753e-07
## 58 -1.236434e-03 1.503217e-08 -3.274812e-07 1.185649e-06 6.521765e-07
## 59 -2.397300e-03 -9.187457e-07 -3.858885e-06 -2.968435e-06 -1.128746e-06
## 60 -2.396284e-03 -9.140056e-07 -3.854145e-06 -2.082919e-06 3.145060e-07
## 61 1.016078e-06 4.740145e-09 4.740145e-09 8.855166e-07 1.443252e-06
## 62 3.770927e-03 3.908675e-06 2.190804e-05 3.067280e-06 1.690487e-06
## 63 3.282264e-04 -2.604077e-10 1.132148e-06 1.407203e-06 -2.604077e-10
## 64 1.066447e-02 1.306016e-06 1.100934e-04 4.361144e-06 3.379126e-06
## 65 -3.442701e-03 -3.908935e-06 -2.077589e-05 -1.660077e-06 -1.690747e-06
## 66 6.893546e-03 -2.602659e-06 8.818533e-05 1.293865e-06 1.688639e-06
## 67 1.033625e-02 1.306276e-06 1.089612e-04 2.953942e-06 3.379386e-06
## 68 7.568180e-02 4.164326e-03 1.083380e-02 1.988174e-05 3.683175e-03
## 69 5.470580e-02 8.146024e-04 7.404294e-03 2.759366e-06 7.669771e-04
## 70 9.220939e-02 6.324301e-03 1.026347e-02 3.309212e-09 4.701140e-03
## 71 -2.097600e-02 -3.349724e-03 -3.429506e-03 -1.712238e-05 -2.916198e-03
## 72 1.652760e-02 2.159975e-03 -5.703348e-04 -1.987843e-05 1.017965e-03
## 73 3.750360e-02 5.509698e-03 2.859171e-03 -2.756057e-06 3.934163e-03
## microbe_109 microbe_110 microbe_111 microbe_112 microbe_113
## 1 -1.731971e-04 -9.793146e-03 -2.752320e-02 2.349278e-06 1.722642e-04
## 2 -5.073678e-04 7.792397e-04 -2.475881e-02 7.260685e-06 -5.591071e-05
## 3 -2.023541e-04 -5.698374e-03 -2.823287e-02 5.243224e-05 -8.159507e-05
## 4 -3.341708e-04 1.057239e-02 2.764398e-03 4.911407e-06 -2.281750e-04
## 5 -2.915707e-05 4.094772e-03 -7.096620e-04 5.008296e-05 -2.538593e-04
## 6 3.050137e-04 -6.477613e-03 -3.474060e-03 4.517155e-05 -2.568436e-05
## 7 -1.000811e-04 -2.523961e-05 2.806260e-04 9.629646e-06 2.391005e-03
## 8 -5.187382e-05 3.400514e-06 -2.908175e-05 -9.177301e-08 -1.074462e-04
## 9 4.820727e-05 2.864013e-05 -3.097077e-04 -9.721419e-06 -2.498451e-03
## 10 1.493449e-04 -1.277584e-02 -4.318336e-02 -1.113692e-05 2.207131e-05
## 11 -6.874847e-05 4.289679e-02 -4.010129e-02 -1.285518e-05 1.054247e-04
## 12 -5.135913e-05 1.975194e-02 -4.302804e-02 -2.952767e-06 4.062864e-04
## 13 -2.180933e-04 5.567263e-02 3.082073e-03 -1.718255e-06 8.335339e-05
## 14 -2.007040e-04 3.252778e-02 1.553196e-04 8.184156e-06 3.842150e-04
## 15 1.738934e-05 -2.314486e-02 -2.926753e-03 9.902410e-06 3.008617e-04
## 16 1.157913e-03 1.899619e-05 -4.481778e-03 4.491985e-03 3.801791e-03
## 17 -1.137722e-03 1.140393e-04 -4.568716e-03 -2.507602e-03 7.590809e-03
## 18 -1.331135e-03 4.280538e-06 -4.461412e-03 -3.947900e-03 7.442181e-03
## 19 -2.295636e-03 9.504307e-05 -8.693807e-05 -6.999588e-03 3.789018e-03
## 20 -2.489048e-03 -1.471565e-05 2.036509e-05 -8.439885e-03 3.640390e-03
## 21 -1.934122e-04 -1.097587e-04 1.073032e-04 -1.440298e-03 -1.486278e-04
## 22 -1.624598e-04 1.212075e-05 -2.811633e-05 -2.207670e-05 2.282504e-03
## 23 2.190767e-04 6.318741e-05 -6.735148e-06 -2.065160e-05 1.981852e-03
## 24 7.262984e-05 3.364680e-04 -1.075647e-05 6.689279e-06 1.971981e-03
## 25 3.815365e-04 5.106666e-05 2.138118e-05 1.425096e-06 -3.006515e-04
## 26 2.350896e-04 3.243473e-04 1.735986e-05 2.876598e-05 -3.105234e-04
## 27 -1.464468e-04 2.732806e-04 -4.021322e-06 2.734088e-05 -9.871917e-06
## 28 6.898523e-04 1.345068e-06 5.126016e-05 5.526127e-07 2.389367e-03
## 29 8.188643e-05 1.628932e-05 -1.209061e-05 -9.871847e-10 1.243015e-03
## 30 1.521699e-03 1.874416e-05 1.085938e-04 8.833841e-10 3.001228e-03
## 31 -6.079659e-04 1.494425e-05 -6.335077e-05 -5.535999e-07 -1.146352e-03
## 32 8.318462e-04 1.739909e-05 5.733366e-05 -5.517293e-07 6.118612e-04
## 33 1.439812e-03 2.454834e-06 1.206844e-04 1.870569e-09 1.758214e-03
## 34 -5.354305e-04 7.523900e-06 -3.900324e-04 2.932794e-05 3.201051e-05
## 35 -8.877201e-04 9.185571e-05 -4.144460e-04 9.005385e-06 1.733514e-04
## 36 -9.703083e-04 1.412058e-04 -3.741214e-04 -5.069678e-06 6.057380e-05
## 37 -3.522896e-04 8.433181e-05 -2.441359e-05 -2.032256e-05 1.413409e-04
## 38 -4.348777e-04 1.336819e-04 1.591105e-05 -3.439762e-05 2.856329e-05
## 39 -8.258818e-05 4.935013e-05 4.032463e-05 -1.407506e-05 -1.127776e-04
## 40 2.223640e-04 -3.711399e-03 -2.421549e-06 1.199588e-06 1.522993e-03
## 41 4.833722e-04 5.692727e-04 5.766414e-06 1.268902e-04 1.628518e-03
## 42 1.014364e-03 1.136252e-04 6.637314e-05 2.354730e-04 8.360610e-03
## 43 7.694716e-04 1.610155e-04 4.651800e-05 1.811220e-04 4.142516e-03
## 44 5.309919e-04 -4.556475e-04 6.060673e-05 1.085828e-04 6.732092e-03
## 45 2.860994e-04 -4.082572e-04 4.075159e-05 5.423178e-05 2.513997e-03
## 46 -2.448925e-04 4.739025e-05 -1.985514e-05 -5.435102e-05 -4.218095e-03
## 47 -2.080313e-03 -2.534253e-03 -1.158013e-02 -2.126922e-05 4.070138e-04
## 48 -2.129115e-03 -5.680536e-03 -1.151504e-02 -1.443118e-04 -4.452829e-05
## 49 -4.880117e-05 -3.146283e-03 6.509205e-05 -1.230426e-04 -4.515421e-04
## 50 1.194427e-05 -2.013996e-04 1.014084e-04 -5.099984e-03 -5.603935e-04
## 51 -1.250644e-04 -1.237346e-04 -1.780776e-07 -5.018290e-03 7.578318e-04
## 52 3.286822e-04 -1.194691e-04 4.048540e-05 -6.538255e-03 4.108055e-04
## 53 -1.370087e-04 7.766499e-05 -1.015865e-04 8.169373e-05 1.318225e-03
## 54 3.167379e-04 8.193049e-05 -6.092302e-05 -1.438271e-03 9.711990e-04
## 55 4.537466e-04 4.265507e-06 4.066348e-05 -1.519964e-03 -3.470263e-04
## 56 4.846339e-05 3.485584e-06 1.015640e-02 -5.330383e-06 1.680576e-03
## 57 7.611783e-05 -7.650701e-06 5.757714e-04 -8.174651e-06 1.075906e-03
## 58 1.716620e-03 6.725484e-05 1.885494e-03 -1.641191e-05 2.077620e-03
## 59 2.765444e-05 -1.113628e-05 -9.580632e-03 -2.844268e-06 -6.046708e-04
## 60 1.668156e-03 6.376926e-05 -8.270909e-03 -1.108153e-05 3.970433e-04
## 61 1.640502e-03 7.490554e-05 1.309723e-03 -8.237260e-06 1.001714e-03
## 62 2.120311e-04 -1.019348e-02 -1.429430e-02 -7.695940e-04 1.238929e-03
## 63 -9.618121e-06 -1.008565e-02 7.779099e-03 -5.514230e-04 1.062350e-02
## 64 -5.193980e-04 -1.009964e-02 -5.591060e-03 -6.566923e-04 8.577862e-03
## 65 -2.216492e-04 1.078259e-04 2.207340e-02 2.181710e-04 9.384572e-03
## 66 -7.314290e-04 9.384129e-05 8.703244e-03 1.129017e-04 7.338933e-03
## 67 -5.097799e-04 -1.398462e-05 -1.337016e-02 -1.052694e-04 -2.045640e-03
## 68 3.545585e-05 1.274219e-02 -2.687216e-02 -3.639166e-06 7.243906e-04
## 69 1.201329e-03 1.405426e-02 -2.697412e-02 -3.636382e-06 2.709683e-04
## 70 2.486711e-03 6.402983e-03 -2.597088e-02 -3.630095e-06 1.756622e-03
## 71 1.165873e-03 1.312070e-03 -1.019539e-04 2.783735e-09 -4.534224e-04
## 72 2.451255e-03 -6.339208e-03 9.012841e-04 9.071025e-09 1.032231e-03
## 73 1.285382e-03 -7.651278e-03 1.003238e-03 6.287290e-09 1.485654e-03
## microbe_114 microbe_115 microbe_116 microbe_117 microbe_118
## 1 -5.005515e-05 3.553326e-02 -1.790956e-03 3.472891e-05 1.563958e-02
## 2 -5.156773e-05 2.936192e-02 -3.691808e-05 4.079265e-06 4.200208e-03
## 3 -4.221039e-05 2.274820e-02 -1.599854e-03 1.038524e-05 2.084876e-02
## 4 -1.512586e-06 -6.171340e-03 1.754038e-03 -3.064964e-05 -1.143937e-02
## 5 7.844757e-06 -1.278506e-02 1.911019e-04 -2.434367e-05 5.209183e-03
## 6 9.357343e-06 -6.613716e-03 -1.562936e-03 6.305972e-06 1.664855e-02
## 7 2.047387e-06 4.420518e-03 4.221069e-05 3.103913e-02 -1.377407e-02
## 8 2.348262e-09 1.540253e-02 2.592861e-05 -4.760097e-04 -2.451772e-02
## 9 -2.045038e-06 1.098201e-02 -1.628208e-05 -3.151514e-02 -1.074365e-02
## 10 -1.246757e-05 1.025400e-02 -1.425661e-05 1.435016e-05 1.152595e-03
## 11 8.942365e-06 -9.843757e-03 1.576839e-05 1.456488e-05 8.194313e-04
## 12 -4.567637e-06 -1.466240e-02 -1.201394e-05 4.137205e-06 1.357876e-03
## 13 2.140993e-05 -2.009776e-02 3.002500e-05 2.147197e-07 -3.331639e-04
## 14 7.899931e-06 -2.491639e-02 2.242662e-06 -1.021296e-05 2.052805e-04
## 15 -1.351000e-05 -4.818639e-03 -2.778234e-05 -1.042768e-05 5.384444e-04
## 16 -7.522332e-04 -1.346688e-03 6.931133e-04 -2.496019e-04 2.453147e-03
## 17 -8.014959e-04 -1.258804e-03 4.629724e-04 -2.473342e-04 3.680148e-03
## 18 -6.727990e-04 -5.769598e-04 6.969509e-04 -2.108479e-04 4.456841e-03
## 19 -4.926278e-05 8.788362e-05 -2.301409e-04 2.267700e-06 1.227000e-03
## 20 7.943415e-05 7.697281e-04 3.837581e-06 3.875397e-05 2.003693e-03
## 21 1.286969e-04 6.818444e-04 2.339785e-04 3.648627e-05 7.766932e-04
## 22 -1.657573e-05 1.426644e-03 -1.989945e-05 -2.023365e-04 3.941068e-04
## 23 -1.163548e-05 -6.428714e-04 1.618632e-05 7.032347e-04 2.242782e-04
## 24 2.452744e-08 3.414156e-04 5.196159e-05 2.313280e-04 1.245801e-04
## 25 4.940252e-06 -2.069515e-03 3.608577e-05 9.055713e-04 -1.698286e-04
## 26 1.660026e-05 -1.085228e-03 7.186104e-05 4.336646e-04 -2.695267e-04
## 27 1.166000e-05 9.842870e-04 3.577528e-05 -4.719067e-04 -9.969814e-05
## 28 -3.623686e-03 -7.806075e-05 -2.232294e-05 -2.060433e-03 -4.865851e-04
## 29 -3.696596e-03 -9.173589e-05 -1.793065e-05 -4.082120e-03 -6.051831e-04
## 30 -2.483901e-03 1.149848e-04 -9.194877e-06 -2.127021e-03 2.604084e-04
## 31 -7.290930e-05 -1.367514e-05 4.392289e-06 -2.021687e-03 -1.185980e-04
## 32 1.139786e-03 1.930455e-04 1.312806e-05 -6.658747e-05 7.469935e-04
## 33 1.212695e-03 2.067207e-04 8.735775e-06 1.955099e-03 8.655916e-04
## 34 -3.530105e-05 -9.558997e-02 -4.888562e-05 3.488217e-04 5.160375e-04
## 35 1.030018e-05 -7.106491e-02 1.154617e-04 1.038523e-03 8.911085e-04
## 36 1.533408e-04 -9.585728e-02 -6.007934e-07 1.231057e-04 6.295050e-04
## 37 4.560123e-05 2.452506e-02 1.643473e-04 6.897016e-04 3.750710e-04
## 38 1.886419e-04 -2.673119e-04 4.828482e-05 -2.257160e-04 1.134675e-04
## 39 1.430407e-04 -2.479237e-02 -1.160625e-04 -9.154176e-04 -2.616035e-04
## 40 1.430163e-04 -2.162947e-02 3.659211e-04 9.470316e-03 -6.463659e-03
## 41 2.202762e-04 1.486093e-02 3.567182e-06 2.458368e-03 2.310455e-02
## 42 6.337556e-05 -1.325233e-03 1.979864e-05 2.593252e-04 2.885056e-03
## 43 8.406022e-04 -1.077423e-04 4.194317e-06 3.591290e-05 -6.626175e-03
## 44 -1.569007e-04 -1.618616e-02 1.623145e-05 -2.199043e-03 -2.021950e-02
## 45 6.203260e-04 -1.496867e-02 6.271353e-07 -2.422455e-03 -2.973073e-02
## 46 7.772267e-04 1.217491e-03 -1.560432e-05 -2.234123e-04 -9.511232e-03
## 47 2.428754e-06 -2.161527e-02 -3.691852e-05 1.929849e-06 8.358594e-04
## 48 -6.321374e-06 -2.639514e-03 -3.286220e-05 7.237057e-06 1.007429e-03
## 49 -8.750128e-06 1.897575e-02 4.056318e-06 5.307208e-06 1.715696e-04
## 50 2.378346e-06 -2.298790e-02 5.028738e-05 4.838395e-02 -2.100339e-03
## 51 2.951526e-06 -4.177388e-02 -2.952386e-06 6.210307e-02 2.741603e-03
## 52 1.886709e-05 -4.082594e-02 3.981325e-05 2.722084e-02 -3.265244e-03
## 53 5.731802e-07 -1.878598e-02 -5.323977e-05 1.371912e-02 4.841942e-03
## 54 1.648874e-05 -1.783804e-02 -1.047414e-05 -2.116311e-02 -1.164904e-03
## 55 1.591556e-05 9.479422e-04 4.276563e-05 -3.488223e-02 -6.006847e-03
## 56 5.602393e-06 5.086822e-03 -2.601905e-05 4.016228e-05 2.344902e-02
## 57 1.218144e-06 -5.094674e-03 -4.098300e-05 1.326005e-05 6.252394e-03
## 58 3.350350e-06 3.072430e-02 -2.276039e-05 2.395463e-05 5.801382e-03
## 59 -4.384249e-06 -1.018150e-02 -1.496395e-05 -2.690223e-05 -1.719663e-02
## 60 -2.252043e-06 2.563748e-02 3.258662e-06 -1.620765e-05 -1.764764e-02
## 61 2.132206e-06 3.581898e-02 1.822261e-05 1.069458e-05 -4.510119e-04
## 62 -1.110727e-05 -4.165378e-03 4.727381e-05 -3.525748e-04 1.048155e-02
## 63 5.459413e-05 4.145405e-04 4.171132e-06 -3.396772e-04 1.025744e-02
## 64 4.046238e-05 -2.486396e-03 -5.734721e-09 -3.361967e-04 2.773987e-02
## 65 6.570140e-05 4.579919e-03 -4.310268e-05 1.289759e-05 -2.241156e-04
## 66 5.156965e-05 1.678982e-03 -4.727955e-05 1.637813e-05 1.725832e-02
## 67 -1.413175e-05 -2.900936e-03 -4.176867e-06 3.480540e-06 1.748243e-02
## 68 1.123352e-04 1.142816e-01 2.592445e-05 1.031412e-05 4.090022e-03
## 69 3.644379e-06 5.894943e-02 1.262754e-04 7.128745e-07 6.923322e-04
## 70 6.172244e-05 5.146574e-02 1.386104e-04 6.646058e-07 9.043171e-04
## 71 -1.086908e-04 -5.533218e-02 1.003510e-04 -9.601245e-06 -3.397690e-03
## 72 -5.061279e-05 -6.281587e-02 1.126860e-04 -9.649514e-06 -3.185705e-03
## 73 5.807806e-05 -7.483686e-03 1.233500e-05 -4.826866e-08 2.119849e-04
## microbe_119 microbe_120 microbe_121 microbe_122 microbe_123
## 1 1.046285e-05 1.414432e-10 1.414432e-10 -2.374126e-06 -2.459359e-06
## 2 7.063335e-06 7.059683e-09 1.421068e-06 5.933262e-03 5.814234e-05
## 3 1.442672e-04 3.344092e-09 3.344092e-09 1.294294e-03 1.469333e-04
## 4 -3.399514e-06 6.918240e-09 1.420927e-06 5.935636e-03 6.060170e-05
## 5 1.338044e-04 3.202648e-09 3.202648e-09 1.296668e-03 1.493926e-04
## 6 1.372039e-04 -3.715591e-09 -1.417724e-06 -4.638968e-03 8.879095e-05
## 7 -6.996128e-03 -5.733257e-03 -1.085654e-02 -2.061733e-05 3.307906e-04
## 8 -4.820333e-03 -4.343750e-03 -6.472047e-03 6.791124e-06 -4.751076e-06
## 9 2.175794e-03 1.389508e-03 4.384492e-03 2.740846e-05 -3.355417e-04
## 10 -3.132326e-06 -2.162594e-08 -2.162594e-08 -1.080933e-06 -2.600462e-06
## 11 -3.129441e-06 -1.874083e-08 -1.874083e-08 1.901638e-06 4.088642e-06
## 12 5.260261e-07 -1.293737e-08 -1.293737e-08 1.624503e-06 1.453204e-04
## 13 2.885103e-09 2.885103e-09 2.885103e-09 2.982571e-06 6.689103e-06
## 14 3.658352e-06 8.688563e-09 8.688563e-09 2.705436e-06 1.479208e-04
## 15 3.655467e-06 5.803460e-09 5.803460e-09 -2.771343e-07 1.412317e-04
## 16 1.863070e-04 7.629607e-09 9.716131e-07 1.886729e-03 4.293153e-03
## 17 -1.085082e-05 1.734778e-08 5.871438e-06 1.898975e-03 2.479360e-03
## 18 -9.381932e-05 1.884143e-06 -3.851750e-06 1.624382e-03 7.633856e-04
## 19 -1.971578e-04 9.718170e-09 4.899824e-06 1.224589e-05 -1.813793e-03
## 20 -2.801263e-04 1.876514e-06 -4.823363e-06 -2.623474e-04 -3.529768e-03
## 21 -8.296850e-05 1.866796e-06 -9.723188e-06 -2.745933e-04 -1.715974e-03
## 22 2.190378e-06 -1.206062e-08 -1.206062e-08 8.169962e-04 4.172299e-04
## 23 -1.710528e-09 -1.710528e-09 -1.710528e-09 3.663047e-03 4.341077e-05
## 24 -3.178088e-09 -3.178088e-09 -3.178088e-09 6.445531e-03 1.897504e-04
## 25 -2.192089e-06 1.035009e-08 1.035009e-08 2.846051e-03 -3.738191e-04
## 26 -2.193556e-06 8.882529e-09 8.882529e-09 5.628535e-03 -2.274795e-04
## 27 -1.467560e-09 -1.467560e-09 -1.467560e-09 2.782484e-03 1.463396e-04
## 28 2.078334e-05 1.316761e-06 -5.318016e-09 1.300771e-04 1.898722e-05
## 29 2.574771e-05 -1.402578e-06 -9.871847e-10 3.322943e-05 4.682947e-05
## 30 6.771428e-05 -1.400707e-06 8.833841e-10 1.841551e-04 4.733919e-05
## 31 4.964369e-06 -2.719339e-06 4.330831e-09 -9.684763e-05 2.784225e-05
## 32 4.693094e-05 -2.717468e-06 6.201400e-09 5.407804e-05 2.835197e-05
## 33 4.196657e-05 1.870569e-09 1.870569e-09 1.509257e-04 5.097197e-07
## 34 1.928493e-09 1.928493e-09 1.928493e-09 -1.734530e-07 -3.913881e-06
## 35 8.110816e-07 7.071060e-09 7.071060e-09 -3.782422e-06 -4.977725e-06
## 36 1.241262e-04 5.763240e-09 5.763240e-09 -2.757145e-06 -4.979032e-06
## 37 8.091531e-07 5.142567e-09 5.142567e-09 -3.608969e-06 -1.063843e-06
## 38 1.241243e-04 3.834747e-09 3.834747e-09 -2.583692e-06 -1.065151e-06
## 39 1.233152e-04 -1.307820e-09 -1.307820e-09 1.025277e-06 -1.307820e-09
## 40 -3.589593e-05 -3.872648e-09 -3.919996e-06 4.427057e-04 -2.436096e-04
## 41 -5.983633e-03 -3.255450e-04 -2.680409e-03 5.087254e-04 -4.257493e-04
## 42 -9.354936e-03 -4.815506e-04 -3.634863e-03 8.305576e-04 -1.096514e-03
## 43 -9.066724e-03 -4.329978e-04 -3.714756e-03 1.239365e-03 -8.303903e-04
## 44 -3.371303e-03 -1.560057e-04 -9.544538e-04 3.218322e-04 -6.707648e-04
## 45 -3.083092e-03 -1.074528e-04 -1.034346e-03 7.306393e-04 -4.046410e-04
## 46 2.882115e-04 4.855286e-05 -7.989251e-05 4.088070e-04 2.661238e-04
## 47 -1.991453e-03 -2.981095e-03 -4.353590e-03 2.318987e-04 -1.550698e-04
## 48 -2.688144e-03 -4.307259e-03 -6.557571e-03 5.834208e-04 1.022662e-04
## 49 -6.966911e-04 -1.326164e-03 -2.203981e-03 3.515221e-04 2.573360e-04
## 50 3.712852e-07 -3.053535e-05 -9.981943e-06 5.283487e-03 8.042874e-04
## 51 -2.504282e-09 -5.664875e-05 -1.036178e-05 2.226653e-03 7.661741e-05
## 52 1.607227e-06 -9.298476e-05 -4.186030e-06 1.409256e-03 -7.803790e-06
## 53 -3.737895e-07 -2.611340e-05 -3.798404e-07 -3.056835e-03 -7.276700e-04
## 54 1.235942e-06 -6.244941e-05 5.795913e-06 -3.874232e-03 -8.120912e-04
## 55 1.609732e-06 -3.633601e-05 6.175753e-06 -8.173969e-04 -8.442121e-05
## 56 7.479262e-09 -1.482230e-06 7.479262e-09 -3.313581e-04 4.656982e-05
## 57 4.307216e-07 -9.649985e-07 1.029202e-08 -3.256197e-04 -3.916770e-06
## 58 1.503217e-08 -7.569982e-07 1.503217e-08 -3.323827e-04 4.223272e-04
## 59 4.232423e-07 5.172317e-07 2.812763e-09 5.738407e-06 -5.048659e-05
## 60 7.552908e-09 7.252320e-07 7.552908e-09 -1.024575e-06 3.757574e-04
## 61 -4.156894e-07 2.080003e-07 4.740145e-09 -6.762982e-06 4.262440e-04
## 62 -8.350407e-02 -5.017082e-05 -5.159554e-03 -7.339953e-05 1.017705e-04
## 63 -2.678099e-02 -4.540082e-05 -3.725330e-03 -5.741149e-05 1.286628e-05
## 64 -4.783410e-02 -7.883747e-04 -4.670425e-03 1.076254e-04 1.971953e-05
## 65 5.672308e-02 4.769998e-06 1.434224e-03 1.598805e-05 -8.890422e-05
## 66 3.566998e-02 -7.382039e-04 4.891283e-04 1.810249e-04 -8.205098e-05
## 67 -2.105310e-02 -7.429739e-04 -9.450953e-04 1.650369e-04 6.853242e-06
## 68 -1.354725e-05 -5.761813e-09 -5.761813e-09 4.757750e-05 3.952852e-04
## 69 -1.407955e-05 -2.978078e-09 -2.978078e-09 3.738587e-05 1.604041e-04
## 70 -4.073532e-06 3.191859e-06 3.309212e-09 2.132370e-04 3.497198e-04
## 71 -5.323000e-07 2.783735e-09 2.783735e-09 -1.019163e-05 -2.348811e-04
## 72 9.473719e-06 3.197620e-06 9.071025e-09 1.656595e-04 -4.556544e-05
## 73 1.000602e-05 3.194837e-06 6.287290e-09 1.758511e-04 1.893156e-04
## microbe_124 microbe_125 microbe_126 microbe_127 microbe_128
## 1 -9.291812e-04 1.995043e-04 1.414432e-10 -9.183419e-03 1.625303e-04
## 2 3.942866e-03 5.679996e-04 1.718248e-05 -8.287781e-03 1.056193e-03
## 3 -1.308491e-03 3.860013e-04 3.344092e-09 -9.380855e-03 3.586963e-04
## 4 4.872048e-03 3.684952e-04 1.718234e-05 8.956381e-04 8.936632e-04
## 5 -3.793102e-04 1.864970e-04 3.202648e-09 -1.974358e-04 1.961660e-04
## 6 -5.251358e-03 -1.819983e-04 -1.717914e-05 -1.093074e-03 -6.974971e-04
## 7 1.608726e-03 -3.286039e-04 -5.347701e-06 -2.652116e-05 1.378206e-02
## 8 -2.641300e-04 1.179316e-04 -1.751633e-05 -1.734206e-05 1.303168e-02
## 9 -1.872856e-03 4.465355e-04 -1.216863e-05 9.179103e-06 -7.503725e-04
## 10 4.607926e-03 1.046418e-04 -2.162594e-08 -6.466988e-03 -5.141805e-02
## 11 5.621338e-03 3.060940e-04 -1.874083e-08 -1.149235e-02 -4.764321e-02
## 12 9.239769e-03 1.562050e-04 -1.293737e-08 -6.646934e-03 -4.884720e-02
## 13 1.013412e-03 2.014522e-04 2.885103e-09 -5.025359e-03 3.774835e-03
## 14 4.631843e-03 5.156318e-05 8.688563e-09 -1.799467e-04 2.570843e-03
## 15 3.618431e-03 -1.498890e-04 5.803460e-09 4.845412e-03 -1.203992e-03
## 16 -2.227097e-05 9.340521e-07 -4.645689e-04 -9.123665e-04 -2.765255e-04
## 17 5.870391e-05 -1.426956e-05 -5.001902e-04 -1.007749e-03 -3.755986e-04
## 18 4.659734e-05 -4.854974e-05 -4.776951e-04 -9.830299e-04 -3.420398e-04
## 19 8.097487e-05 -1.520362e-05 -3.562131e-05 -9.538264e-05 -9.907313e-05
## 20 6.886831e-05 -4.948380e-05 -1.312627e-05 -7.066340e-05 -6.551435e-05
## 21 -1.210657e-05 -3.428018e-05 2.249504e-05 2.471924e-05 3.355878e-05
## 22 1.013098e-05 6.819647e-04 -1.206062e-08 -1.793479e-05 -2.029763e-04
## 23 9.059038e-05 1.022914e-03 -1.710528e-09 -1.515299e-05 -9.388474e-05
## 24 4.189357e-06 8.941781e-03 4.422494e-06 -1.161043e-05 6.825769e-04
## 25 8.045939e-05 3.409496e-04 1.035009e-08 2.781800e-06 1.090915e-04
## 26 -5.941627e-06 8.259816e-03 4.434554e-06 6.324366e-06 8.855531e-04
## 27 -8.640102e-05 7.918867e-03 4.424204e-06 3.542566e-06 7.764616e-04
## 28 9.956677e-06 1.469592e-04 -1.231522e-05 -5.963847e-02 2.802155e-04
## 29 5.000046e-07 3.646022e-05 4.327169e-05 -8.036033e-02 6.076259e-05
## 30 -1.039104e-05 9.905441e-05 3.639892e-04 -3.998804e-02 -8.896103e-05
## 31 -9.456672e-06 -1.104990e-04 5.558692e-05 -2.072186e-02 -2.194529e-04
## 32 -2.034772e-05 -4.790483e-05 3.763044e-04 1.965043e-02 -3.691765e-04
## 33 -1.089105e-05 6.259418e-05 3.207175e-04 4.037229e-02 -1.497236e-04
## 34 9.816166e-07 2.385891e-04 1.928493e-09 -1.314550e-06 3.141208e-02
## 35 6.676414e-06 1.707949e-04 7.071060e-09 -1.309408e-06 3.450531e-02
## 36 5.763240e-09 1.512701e-04 5.763240e-09 -1.310716e-06 6.664158e-02
## 37 5.694797e-06 -6.779415e-05 5.142567e-09 5.142567e-09 3.093228e-03
## 38 -9.758534e-07 -8.731896e-05 3.834747e-09 3.834747e-09 3.522950e-02
## 39 -6.670650e-06 -1.952481e-05 -1.307820e-09 -1.307820e-09 3.213627e-02
## 40 1.805786e-04 -3.739062e-03 1.207131e-02 -3.872648e-09 -3.163690e-02
## 41 -2.457704e-06 -3.195833e-04 -1.485013e-03 2.195837e-05 1.015397e-04
## 42 -2.458341e-06 -3.094741e-04 4.889158e-03 -1.965046e-05 -2.577092e-04
## 43 -2.455874e-06 -4.903822e-04 2.864598e-03 -3.293972e-05 -2.004216e-04
## 44 -6.372735e-10 1.010916e-05 6.374171e-03 -4.160883e-05 -3.592490e-04
## 45 1.829220e-09 -1.707989e-04 4.349611e-03 -5.489809e-05 -3.019613e-04
## 46 2.466493e-09 -1.809081e-04 -2.024560e-03 -1.328926e-05 5.728765e-05
## 47 -1.307901e-04 -1.103107e-03 1.565521e-09 -2.115503e-04 -2.274972e-02
## 48 -5.247640e-05 -1.136568e-03 -8.616831e-10 -2.115528e-04 -2.997842e-02
## 49 7.831365e-05 -3.346102e-05 -2.427204e-09 -2.427204e-09 -7.228694e-03
## 50 3.085803e-03 9.530260e-05 -2.036615e-06 -4.132182e-04 1.386702e-05
## 51 2.527099e-03 3.331224e-04 -1.064777e-05 -2.265306e-03 -1.208909e-04
## 52 4.477969e-03 5.731205e-04 1.749793e-05 -1.740407e-04 -6.523181e-04
## 53 -5.587043e-04 2.378198e-04 -8.611156e-06 -1.852088e-03 -1.347579e-04
## 54 1.392166e-03 4.778179e-04 1.953455e-05 2.391775e-04 -6.661852e-04
## 55 1.950870e-03 2.399981e-04 2.814570e-05 2.091265e-03 -5.314273e-04
## 56 7.479262e-09 -3.787987e-04 -4.736877e-05 7.771884e-05 -4.923304e-03
## 57 9.477494e-07 -2.013838e-03 -3.898491e-05 1.255924e-04 -4.779948e-03
## 58 1.503217e-08 -5.851119e-04 -4.899764e-05 -1.585201e-05 -5.128545e-03
## 59 9.402702e-07 -1.635040e-03 8.383863e-06 4.787353e-05 1.433554e-04
## 60 7.552908e-09 -2.063132e-04 -1.628866e-06 -9.357085e-05 -2.052407e-04
## 61 -9.327173e-07 1.428727e-03 -1.001273e-05 -1.414444e-04 -3.485961e-04
## 62 7.176760e-04 8.635592e-04 -4.326380e-05 5.362006e-06 1.762740e-04
## 63 -1.861611e-04 2.556867e-04 2.322032e-03 -2.604077e-10 7.045911e-04
## 64 6.321365e-04 7.497317e-04 9.857410e-05 1.478152e-05 7.848258e-04
## 65 -9.038370e-04 -6.078725e-04 2.365295e-03 -5.362266e-06 5.283171e-04
## 66 -8.553945e-05 -1.138275e-04 1.418379e-04 9.419510e-06 6.085518e-04
## 67 8.182976e-04 4.940450e-04 -2.223457e-03 1.478178e-05 8.023469e-05
## 68 7.969653e-07 6.536697e-03 3.368917e-04 -1.797726e-06 -5.619662e-02
## 69 -2.978078e-09 2.100288e-03 1.566350e-04 1.207316e-05 -8.228201e-02
## 70 3.309212e-09 1.629897e-03 2.657877e-04 2.219810e-05 -7.395779e-02
## 71 -7.999434e-07 -4.436410e-03 -1.802567e-04 1.387088e-05 -2.608539e-02
## 72 -7.936561e-07 -4.906800e-03 -7.110403e-05 2.399583e-05 -1.776117e-02
## 73 6.287290e-09 -4.703908e-04 1.091526e-04 1.012494e-05 8.324219e-03
## microbe_129 microbe_130 microbe_131 microbe_132 microbe_133
## 1 2.123075e-04 -1.438768e-06 1.103997e-04 5.507261e-05 1.116283e-04
## 2 1.107394e-04 1.901217e-03 6.883878e-05 -7.404113e-07 -7.901744e-07
## 3 2.651301e-04 2.266579e-04 5.656998e-05 -7.441269e-07 1.812354e-05
## 4 -1.015681e-04 1.902656e-03 -4.156092e-05 -5.581303e-05 -1.124185e-04
## 5 5.282257e-05 2.280967e-04 -5.382972e-05 -5.581674e-05 -9.350474e-05
## 6 1.543907e-04 -1.674559e-03 -1.226880e-05 -3.715591e-09 1.891372e-05
## 7 -1.446158e-04 1.196876e-03 2.042658e-02 2.885350e-05 3.149724e-04
## 8 -1.315481e-04 -2.989981e-04 -4.550461e-03 1.612255e-05 -2.806868e-05
## 9 1.306773e-05 -1.495875e-03 -2.497704e-02 -1.273096e-05 -3.430411e-04
## 10 -2.770808e-03 1.079493e-02 1.405576e-04 -8.527054e-06 1.137549e-06
## 11 -2.925437e-03 5.645971e-04 -1.032349e-04 4.765661e-06 1.586993e-05
## 12 -2.846889e-03 1.172839e-02 -2.128146e-04 -8.518366e-06 1.360342e-06
## 13 -1.546288e-04 -1.023033e-02 -2.437925e-04 1.329272e-05 1.473238e-05
## 14 -7.608100e-05 9.334571e-04 -3.533721e-04 8.688563e-09 2.227931e-07
## 15 7.854780e-05 1.116379e-02 -1.095796e-04 -1.328403e-05 -1.450959e-05
## 16 2.692255e-01 1.229237e-02 -1.889275e-04 8.754958e-04 5.818791e-03
## 17 1.878798e-01 2.172652e-02 -1.283738e-04 8.181649e-04 2.021818e-02
## 18 1.926664e-01 1.353759e-02 -2.487464e-05 1.058463e-03 2.062733e-02
## 19 -8.134567e-02 9.434150e-03 6.055379e-05 -5.733090e-05 1.439939e-02
## 20 -7.655908e-02 1.245224e-03 1.640529e-04 1.829677e-04 1.480854e-02
## 21 4.786585e-03 -8.188926e-03 1.034991e-04 2.402986e-04 4.091505e-04
## 22 -3.806439e-04 -3.774157e-04 1.617105e-01 -4.442630e-05 -2.663053e-05
## 23 5.801127e-03 5.478221e-03 4.351477e-02 3.591368e-05 1.301665e-04
## 24 2.582271e-03 5.349058e-03 1.008232e-01 4.584945e-07 9.644183e-05
## 25 6.181771e-03 5.855637e-03 -1.181958e-01 8.033998e-05 1.567971e-04
## 26 2.962915e-03 5.726474e-03 -6.088727e-02 4.488480e-05 1.230724e-04
## 27 -3.218856e-03 -1.291635e-04 5.730848e-02 -3.545518e-05 -3.372469e-05
## 28 -6.963190e-04 1.564416e-02 3.610713e-06 5.099815e-06 9.679738e-05
## 29 -9.151645e-04 4.576742e-03 -4.292764e-06 -2.023524e-06 1.221981e-04
## 30 -4.657423e-04 1.440988e-02 1.432561e-05 1.899794e-07 3.663744e-05
## 31 -2.188455e-04 -1.106742e-02 -7.903476e-06 -7.123339e-06 2.540072e-05
## 32 2.305767e-04 -1.234279e-03 1.071490e-05 -4.909835e-06 -6.015994e-05
## 33 4.494222e-04 9.833142e-03 1.861837e-05 2.213504e-06 -8.556066e-05
## 34 -5.943942e-06 2.896378e-05 2.354952e-04 5.798013e-07 2.948097e-04
## 35 -5.790182e-05 7.782242e-04 8.298117e-05 6.382426e-05 -2.566239e-06
## 36 -2.392893e-04 1.924038e-04 2.213762e-04 5.763240e-09 -3.371557e-06
## 37 -5.195788e-05 7.492604e-04 -1.525140e-04 6.324446e-05 -2.973759e-04
## 38 -2.333453e-04 1.634400e-04 -1.411905e-05 -5.740381e-07 -2.981812e-04
## 39 -1.813875e-04 -5.858205e-04 1.383950e-04 -6.381850e-05 -8.053183e-07
## 40 1.044311e-04 2.543879e-05 -2.463497e-02 1.925385e-04 2.089777e-03
## 41 1.215060e-04 7.201433e-03 1.174327e-05 8.174091e-04 2.546818e-03
## 42 2.746546e-04 6.478823e-02 1.727071e-04 2.021844e-04 2.785545e-03
## 43 4.003930e-04 1.167872e-01 3.205124e-05 4.993316e-07 2.924304e-03
## 44 1.531487e-04 5.758679e-02 1.609638e-04 -6.152247e-04 2.387268e-04
## 45 2.788870e-04 1.095858e-01 2.030797e-05 -8.169097e-04 3.774852e-04
## 46 1.257384e-04 5.199900e-02 -1.406558e-04 -2.016851e-04 1.387584e-04
## 47 -1.155871e-02 1.385074e-03 7.295103e-06 7.890290e-06 3.614500e-04
## 48 -1.116793e-02 4.371702e-03 2.379908e-06 1.061158e-05 1.633350e-05
## 49 3.907765e-04 2.986628e-03 -4.915196e-06 2.721292e-06 -3.451165e-04
## 50 1.904890e-04 5.040560e-03 2.559718e-02 -7.786167e-07 3.218084e-04
## 51 2.324640e-04 4.293768e-03 1.684608e-02 3.305090e-04 8.902440e-05
## 52 3.232209e-04 1.763963e-03 1.197520e-02 1.962748e-05 1.972810e-04
## 53 4.197502e-05 -7.467923e-04 -8.751104e-03 3.312876e-04 -2.327840e-04
## 54 1.327320e-04 -3.276597e-03 -1.362198e-02 2.040610e-05 -1.245274e-04
## 55 9.075693e-05 -2.529805e-03 -4.870878e-03 -3.108815e-04 1.082566e-04
## 56 3.592657e-04 -2.649238e-04 1.000334e-04 7.479262e-09 -2.544405e-06
## 57 -5.084690e-04 -2.649210e-04 -4.420821e-05 1.029202e-08 -6.146772e-06
## 58 -7.935034e-04 -2.641431e-04 3.214902e-04 1.503217e-08 -7.784638e-06
## 59 -8.677348e-04 2.812763e-09 -1.442416e-04 2.812763e-09 -3.602368e-06
## 60 -1.152769e-03 7.806754e-07 2.214568e-04 7.552908e-09 -5.240233e-06
## 61 -2.850344e-04 7.778626e-07 3.656984e-04 4.740145e-09 -1.637865e-06
## 62 -5.789550e-03 -9.894835e-05 5.112535e-03 9.068546e-06 4.358035e-04
## 63 -5.603539e-03 1.130216e-06 4.686599e-03 2.408465e-05 9.315685e-04
## 64 -6.446743e-03 1.751924e-03 5.569950e-03 2.051120e-05 6.652845e-04
## 65 1.860112e-04 1.000786e-04 -4.259362e-04 1.501611e-05 4.957650e-04
## 66 -6.571924e-04 1.850873e-03 4.574152e-04 1.144266e-05 2.294810e-04
## 67 -8.432036e-04 1.750794e-03 8.833514e-04 -3.573452e-06 -2.662840e-04
## 68 -3.987433e-04 1.601230e-04 2.638562e-04 2.572407e-04 2.429977e-05
## 69 -6.500778e-04 9.922688e-05 4.557254e-04 2.357922e-04 1.717492e-05
## 70 -2.454366e-04 2.205533e-04 4.321947e-04 3.871073e-04 1.001827e-04
## 71 -2.513346e-04 -6.089613e-05 1.918692e-04 -2.144844e-05 -7.124850e-06
## 72 1.533067e-04 6.043029e-05 1.683385e-04 1.298666e-04 7.588295e-05
## 73 4.046412e-04 1.213264e-04 -2.353064e-05 1.513150e-04 8.300780e-05
## microbe_134 microbe_135 microbe_136 microbe_137 microbe_138
## 1 7.876152e-05 9.833830e-07 1.414432e-10 2.009890e-05 1.414432e-10
## 2 1.194302e-06 6.985336e-07 7.059683e-09 7.059683e-09 7.059683e-09
## 3 3.344092e-09 2.122768e-06 3.344092e-09 3.344092e-09 3.344092e-09
## 4 -7.756721e-05 -2.848493e-07 6.918240e-09 -2.009184e-05 6.918240e-09
## 5 -7.875817e-05 1.139385e-06 3.202648e-09 -2.009556e-05 3.202648e-09
## 6 -1.190957e-06 1.424234e-06 -3.715591e-09 -3.715591e-09 -3.715591e-09
## 7 3.973259e-05 8.055934e-05 1.000685e-03 8.320716e-04 5.849159e-04
## 8 -2.698538e-05 -1.063574e-05 -8.236445e-05 -6.386054e-05 -3.013178e-06
## 9 -6.671797e-05 -9.119507e-05 -1.083049e-03 -8.959321e-04 -5.879291e-04
## 10 -2.162594e-08 -2.162594e-08 3.212794e-04 2.973323e-06 -2.162594e-08
## 11 1.186733e-04 -1.874083e-08 3.096990e-03 4.108726e-02 1.101099e-04
## 12 3.656561e-05 4.695526e-06 3.601411e-03 3.627054e-02 1.745414e-05
## 13 1.186950e-04 2.885103e-09 2.775711e-03 4.108429e-02 1.101316e-04
## 14 3.658723e-05 4.717152e-06 3.280132e-03 3.626757e-02 1.747576e-05
## 15 -8.210774e-05 4.714267e-06 5.044210e-04 -4.816720e-03 -9.265580e-05
## 16 7.982257e-04 3.899382e-04 7.875242e-06 4.059633e-04 1.387771e-04
## 17 5.934092e-02 1.140631e-02 2.294543e-03 3.703621e-03 2.145328e-03
## 18 4.560781e-02 4.417730e-03 4.600447e-03 2.425628e-03 1.883869e-03
## 19 5.854270e-02 1.101638e-02 2.286668e-03 3.297658e-03 2.006551e-03
## 20 4.480959e-02 4.027792e-03 4.592572e-03 2.019664e-03 1.745092e-03
## 21 -1.373311e-02 -6.988584e-03 2.305904e-03 -1.277993e-03 -2.614590e-04
## 22 -1.206062e-08 -1.206062e-08 5.907171e-07 6.495368e-05 -1.206062e-08
## 23 -1.710528e-09 -1.710528e-09 -1.710528e-09 -8.392578e-07 -1.710528e-09
## 24 -3.178088e-09 -3.178088e-09 -3.178088e-09 2.876270e-06 -3.178088e-09
## 25 1.035009e-08 1.035009e-08 -5.924276e-07 -6.579293e-05 1.035009e-08
## 26 8.882529e-09 8.882529e-09 -5.938952e-07 -6.207741e-05 8.882529e-09
## 27 -1.467560e-09 -1.467560e-09 -1.467560e-09 3.715527e-06 -1.467560e-09
## 28 1.811348e-03 3.714421e-05 1.012870e-02 1.853496e-03 3.816687e-04
## 29 4.064606e-02 1.052592e-03 7.720850e-03 6.665539e-03 1.781442e-03
## 30 1.167960e-03 3.352456e-04 1.220061e-02 2.338779e-03 4.047447e-04
## 31 3.883471e-02 1.015448e-03 -2.407848e-03 4.812043e-03 1.399773e-03
## 32 -6.433882e-04 2.981014e-04 2.071914e-03 4.852836e-04 2.307597e-05
## 33 -3.947810e-02 -7.173462e-04 4.479762e-03 -4.326759e-03 -1.376697e-03
## 34 4.001978e-03 4.241169e-06 1.928493e-09 1.683309e-05 1.928493e-09
## 35 2.064988e-04 7.071060e-09 7.071060e-09 6.138300e-06 7.071060e-09
## 36 2.104092e-05 5.763240e-09 5.763240e-09 1.341218e-06 5.763240e-09
## 37 -3.795479e-03 -4.234098e-06 5.142567e-09 -1.069479e-05 5.142567e-09
## 38 -3.980937e-03 -4.235405e-06 3.834747e-09 -1.549187e-05 3.834747e-09
## 39 -1.854578e-04 -1.307820e-09 -1.307820e-09 -4.797082e-06 -1.307820e-09
## 40 1.948613e-04 2.515955e-05 9.216865e-04 -9.670498e-07 -1.175851e-05
## 41 -1.121521e-04 -4.785879e-03 -1.199830e-02 -1.068020e-03 -2.534244e-04
## 42 -1.059615e-04 -4.815789e-03 -1.211662e-02 -1.070583e-03 -2.542734e-04
## 43 -8.953999e-05 -4.830069e-03 -1.212136e-02 -1.073693e-03 -2.542709e-04
## 44 6.190659e-06 -2.991014e-05 -1.183202e-04 -2.562369e-06 -8.489788e-07
## 45 2.261213e-05 -4.418928e-05 -1.230680e-04 -5.672562e-06 -8.465123e-07
## 46 1.642147e-05 -1.427913e-05 -4.747735e-06 -3.110193e-06 2.466493e-09
## 47 4.332257e-05 5.726889e-05 2.028008e-03 5.000970e-03 3.692959e-04
## 48 4.593780e-05 6.876661e-05 2.778365e-03 2.086624e-03 2.452394e-04
## 49 2.615232e-06 1.149772e-05 7.503567e-04 -2.914347e-03 -1.240565e-04
## 50 -2.010024e-04 -1.117173e-04 -3.273312e-04 -1.308616e-04 -1.962978e-05
## 51 -1.655565e-04 -1.157720e-04 -3.243175e-04 -1.308534e-04 -2.599538e-05
## 52 -9.528128e-05 -1.195021e-04 -3.160602e-04 -1.308537e-04 -1.898107e-05
## 53 3.544594e-05 -4.054743e-06 3.013704e-06 8.204812e-09 -6.365598e-06
## 54 1.057212e-04 -7.784781e-06 1.127102e-05 7.899114e-09 6.487123e-07
## 55 7.027522e-05 -3.730039e-06 8.257317e-06 -3.056982e-10 7.014311e-06
## 56 3.737093e-05 -1.029287e-05 7.479262e-09 3.159103e-05 3.071128e-06
## 57 -3.816956e-05 -2.043264e-05 1.029202e-08 1.029202e-08 1.029202e-08
## 58 -2.187277e-05 -2.127208e-05 1.503217e-08 1.503217e-08 1.503217e-08
## 59 -7.554049e-05 -1.013978e-05 2.812763e-09 -3.158073e-05 -3.060836e-06
## 60 -5.924370e-05 -1.097921e-05 7.552908e-09 -3.157599e-05 -3.056096e-06
## 61 1.629679e-05 -8.394383e-07 4.740145e-09 4.740145e-09 4.740145e-09
## 62 5.250373e-05 2.455363e-06 5.773313e-03 8.218133e-04 1.659694e-04
## 63 1.112039e-04 -2.604077e-10 -9.021758e-04 -6.573237e-05 -1.876654e-05
## 64 1.394606e-04 2.069780e-06 9.266412e-03 3.020437e-04 2.258094e-04
## 65 5.870016e-05 -2.455624e-06 -6.675489e-03 -8.875457e-04 -1.847359e-04
## 66 8.695691e-05 -3.855831e-07 3.493099e-03 -5.197695e-04 5.984003e-05
## 67 2.825676e-05 2.070041e-06 1.016859e-02 3.677761e-04 2.445759e-04
## 68 5.662950e-05 8.904155e-06 -5.761813e-09 9.450923e-05 9.959518e-05
## 69 1.176479e-05 1.210632e-06 3.478438e-06 1.092940e-04 8.976819e-05
## 70 8.502915e-05 3.309212e-09 2.593263e-06 2.281287e-05 1.529117e-06
## 71 -4.486471e-05 -7.693523e-06 3.484200e-06 1.478479e-05 -9.826987e-06
## 72 2.839965e-05 -8.900846e-06 2.599025e-06 -7.169635e-05 -9.806606e-05
## 73 7.326436e-05 -1.207323e-06 -8.851756e-07 -8.648114e-05 -8.823907e-05
## microbe_139 microbe_140 microbe_141 microbe_142 microbe_143
## 1 1.082808e-04 2.480520e-05 -6.023889e-04 -4.798570e-05 -2.452917e-03
## 2 3.287543e-06 3.697578e-05 -4.669354e-04 -3.191562e-06 2.068547e-02
## 3 -1.361791e-06 3.595244e-05 1.466915e-04 -6.202344e-06 -4.259647e-03
## 4 -1.049932e-04 1.217059e-05 1.354536e-04 4.479414e-05 2.313839e-02
## 5 -1.096426e-04 1.114724e-05 7.490804e-04 4.178336e-05 -1.806730e-03
## 6 -4.649334e-06 -1.023348e-06 6.136269e-04 -3.010782e-06 -2.494512e-02
## 7 2.158652e-02 1.591823e-05 -3.149604e-04 -2.190209e-03 7.464996e-05
## 8 -7.110189e-05 2.360669e-04 1.279349e-03 -1.073913e-03 1.030917e-03
## 9 -2.165763e-02 2.201486e-04 1.594310e-03 1.116296e-03 9.562671e-04
## 10 3.797558e-06 8.349010e-06 1.011414e-03 7.849554e-04 1.417400e-03
## 11 4.788900e-04 -3.963781e-06 1.429487e-03 6.899047e-04 -7.997611e-04
## 12 5.209700e-04 1.845941e-06 -8.469279e-04 6.316466e-04 -1.507076e-03
## 13 4.750925e-04 -1.231279e-05 4.180733e-04 -9.505065e-05 -2.217161e-03
## 14 5.171724e-04 -6.503069e-06 -1.858342e-03 -1.533088e-04 -2.924476e-03
## 15 4.207993e-05 5.809721e-06 -2.276415e-03 -5.825814e-05 -7.073148e-04
## 16 4.738102e-04 1.637163e-02 -4.668254e-05 7.191112e-03 -1.594078e-04
## 17 7.275503e-03 2.579648e-02 1.012623e-04 1.009239e-03 1.009101e-03
## 18 5.721826e-03 3.038580e-02 1.016695e-04 5.837241e-03 2.347667e-04
## 19 6.801693e-03 9.424851e-03 1.479449e-04 -6.181873e-03 1.168509e-03
## 20 5.248016e-03 1.401416e-02 1.483521e-04 -1.353872e-03 3.941744e-04
## 21 -1.553677e-03 4.589311e-03 4.071688e-07 4.828001e-03 -7.743343e-04
## 22 -1.949691e-06 2.768632e-04 4.783111e-04 1.730337e-03 -6.824622e-04
## 23 -1.939341e-06 1.394647e-03 4.845236e-02 1.855412e-04 2.468488e-04
## 24 -1.940809e-06 2.108547e-03 4.050425e-02 1.218842e-04 -3.905077e-04
## 25 1.035009e-08 1.117784e-03 4.797405e-02 -1.544796e-03 9.293110e-04
## 26 8.882529e-09 1.831684e-03 4.002594e-02 -1.608453e-03 2.919545e-04
## 27 -1.467560e-09 7.139005e-04 -7.948105e-03 -6.365693e-05 -6.373565e-04
## 28 3.811898e-02 1.853262e-04 7.800816e-02 3.965909e-02 1.696323e-03
## 29 1.384381e-01 1.035615e-03 7.437552e-02 1.712158e-02 1.077260e-03
## 30 3.185044e-02 1.923019e-03 4.247165e-02 1.166070e-02 6.074312e-04
## 31 1.003191e-01 8.502886e-04 -3.632637e-03 -2.253751e-02 -6.190633e-04
## 32 -6.268538e-03 1.737693e-03 -3.553651e-02 -2.799839e-02 -1.088892e-03
## 33 -1.065876e-01 8.874046e-04 -3.190387e-02 -5.460881e-03 -4.698283e-04
## 34 2.968431e-04 3.435648e-05 7.183500e-04 1.578713e-03 1.993097e-03
## 35 1.257398e-04 3.650504e-06 1.138192e-02 5.491196e-04 1.256722e-02
## 36 4.221073e-05 -2.859236e-05 9.104204e-04 5.876827e-04 2.623529e-02
## 37 -1.711033e-04 -3.070597e-05 1.066357e-02 -1.029594e-03 1.057412e-02
## 38 -2.546324e-04 -6.294883e-05 1.920704e-04 -9.910305e-04 2.424219e-02
## 39 -8.352907e-05 -3.224286e-05 -1.047150e-02 3.856310e-05 1.366807e-02
## 40 -6.767571e-04 7.608759e-04 1.542778e-03 -2.723658e-03 -1.443104e-02
## 41 -6.277089e-02 2.517527e-03 2.659454e-03 5.836648e-04 3.160054e-03
## 42 -6.278489e-02 7.927260e-03 -2.290239e-03 2.942416e-04 3.537265e-03
## 43 -6.282981e-02 8.779608e-03 -2.717581e-03 2.315620e-04 -4.350508e-04
## 44 -1.400390e-05 5.409734e-03 -4.949693e-03 -2.894232e-04 3.772116e-04
## 45 -5.891773e-05 6.262081e-03 -5.377034e-03 -3.521028e-04 -3.595104e-03
## 46 -4.491383e-05 8.523477e-04 -4.273414e-04 -6.267957e-05 -3.972316e-03
## 47 5.437487e-02 9.821154e-05 1.477698e-02 1.508017e-03 5.554527e-02
## 48 3.954606e-02 2.866885e-05 1.286809e-02 4.311307e-04 6.413515e-02
## 49 -1.482881e-02 -6.954269e-05 -1.908890e-03 -1.076886e-03 8.589878e-03
## 50 -1.237026e-03 -9.644331e-06 -5.416264e-03 1.058608e-03 7.901995e-03
## 51 -1.234329e-03 9.232785e-06 -1.465342e-02 1.775768e-03 1.023058e-02
## 52 -1.010156e-03 2.221417e-05 -1.389452e-02 4.157886e-03 6.394516e-03
## 53 2.696611e-06 1.887712e-05 -9.237159e-03 7.171600e-04 2.328581e-03
## 54 2.268701e-04 3.185850e-05 -8.478260e-03 3.099278e-03 -1.507479e-03
## 55 2.241735e-04 1.298139e-05 7.588982e-04 2.382118e-03 -3.836060e-03
## 56 1.272160e-03 -6.111111e-04 3.227521e-04 -5.032868e-04 -9.278958e-04
## 57 -7.072335e-06 -6.022182e-04 -1.358581e-03 -7.709011e-04 -2.047236e-03
## 58 -7.067595e-06 -6.140525e-04 8.752588e-04 -8.161742e-04 -6.651478e-04
## 59 -1.279233e-03 8.892906e-06 -1.681333e-03 -2.676144e-04 -1.119340e-03
## 60 -1.279228e-03 -2.941375e-06 5.525067e-04 -3.128875e-04 2.627480e-04
## 61 4.740145e-09 -1.183428e-05 2.233840e-03 -4.527310e-05 1.382088e-03
## 62 1.483993e-02 7.902633e-04 3.431656e-02 4.842761e-03 1.162841e-03
## 63 -1.526032e-03 1.323775e-04 8.118957e-03 6.749330e-04 -1.917302e-02
## 64 5.869872e-03 1.919221e-03 1.558058e-02 3.518774e-03 -1.551010e-02
## 65 -1.636596e-02 -6.578858e-04 -2.619761e-02 -4.167828e-03 -2.033586e-02
## 66 -8.970057e-03 1.128958e-03 -1.873598e-02 -1.323988e-03 -1.667294e-02
## 67 7.395903e-03 1.786844e-03 7.461622e-03 2.843841e-03 3.662919e-03
## 68 2.631824e-03 -1.328241e-03 1.843736e-04 1.884246e-04 5.667331e-03
## 69 5.236692e-03 -1.767258e-03 3.586242e-03 2.499535e-04 8.366789e-03
## 70 6.141297e-05 -1.548945e-03 4.050263e-03 4.117574e-04 2.570326e-03
## 71 2.604868e-03 -4.390167e-04 3.401868e-03 6.152896e-05 2.699458e-03
## 72 -2.570411e-03 -2.207041e-04 3.865889e-03 2.233328e-04 -3.097005e-03
## 73 -5.175279e-03 2.183125e-04 4.640208e-04 1.618038e-04 -5.796463e-03
## microbe_144 microbe_145 microbe_146 microbe_147 microbe_148
## 1 4.634279e-04 3.784521e-04 2.521388e-05 7.008540e-06 1.998229e-04
## 2 6.167774e-04 5.536888e-04 3.348117e-04 2.586509e-04 7.502488e-04
## 3 8.963402e-05 6.927590e-04 2.549452e-03 2.186018e-03 1.336724e-03
## 4 1.533495e-04 1.752367e-04 3.095978e-04 2.516423e-04 5.504259e-04
## 5 -3.737938e-04 3.143069e-04 2.524238e-03 2.179009e-03 1.136901e-03
## 6 -5.271434e-04 1.390702e-04 2.214640e-03 1.927367e-03 5.864749e-04
## 7 -2.676654e-03 -7.986950e-05 2.270764e-05 -1.246632e-03 -2.158482e-09
## 8 1.256970e-04 1.615324e-05 7.734017e-06 -7.239566e-04 2.348262e-09
## 9 2.802351e-03 9.602274e-05 -1.497362e-05 5.226755e-04 4.506743e-09
## 10 8.277635e-03 2.054970e-03 -2.162594e-08 5.014211e-05 -3.020226e-05
## 11 3.445281e-02 -4.493431e-03 6.178150e-07 -3.011144e-05 1.960862e-05
## 12 2.057715e-02 -5.320257e-03 1.307405e-06 -7.379100e-05 -1.299220e-05
## 13 2.617517e-02 -6.548401e-03 6.394409e-07 -8.025356e-05 4.981088e-05
## 14 1.229951e-02 -7.375227e-03 1.329031e-06 -1.239331e-04 1.721006e-05
## 15 -1.387566e-02 -8.268261e-04 6.895896e-07 -4.367956e-05 -3.260082e-05
## 16 2.564074e-04 3.543148e-06 5.160855e-06 -3.379994e-05 2.433182e-04
## 17 2.107501e-04 -3.375891e-04 1.734778e-08 -3.379022e-05 1.984706e-04
## 18 1.341617e-03 -1.434576e-04 9.593384e-06 -3.380937e-05 2.439325e-04
## 19 -4.565729e-05 -3.411323e-04 -5.143507e-06 9.718170e-09 -4.484756e-05
## 20 1.085209e-03 -1.470007e-04 4.432529e-06 -9.435392e-09 6.142835e-07
## 21 1.130867e-03 1.941316e-04 9.576036e-06 -1.915356e-08 4.546184e-05
## 22 1.048125e-02 -6.379812e-06 2.363322e-06 1.220719e-05 4.623486e-05
## 23 1.205934e-02 3.819382e-04 -1.710528e-09 4.185223e-05 2.925846e-06
## 24 4.222376e-03 5.689574e-04 -3.178088e-09 1.852216e-06 1.760188e-07
## 25 1.578084e-03 3.883180e-04 -2.365032e-06 2.964505e-05 -4.330902e-05
## 26 -6.258879e-03 5.753372e-04 -2.366500e-06 -1.035497e-05 -4.605884e-05
## 27 -7.836963e-03 1.870192e-04 -1.467560e-09 -4.000002e-05 -2.749827e-06
## 28 6.591986e-04 1.413507e-05 2.233052e-04 1.123659e-05 3.152341e-03
## 29 -7.957364e-05 1.112866e-04 1.120908e-04 5.435181e-07 2.846360e-03
## 30 5.654047e-04 2.274421e-04 7.268289e-05 -5.894751e-06 1.590715e-03
## 31 -7.387722e-04 9.715153e-05 -1.112144e-04 -1.069307e-05 -3.059812e-04
## 32 -9.379392e-05 2.133070e-04 -1.506223e-04 -1.713134e-05 -1.561626e-03
## 33 6.449783e-04 1.161555e-04 -3.940789e-05 -6.438269e-06 -1.255644e-03
## 34 -1.025355e-03 3.048147e-03 3.101984e-04 1.085935e-04 2.680682e-02
## 35 6.633724e-03 3.985826e-04 2.873913e-05 4.671219e-05 2.052952e-02
## 36 1.076122e-03 -4.459031e-06 5.763240e-09 1.035334e-04 8.862859e-05
## 37 7.659080e-03 -2.649565e-03 -2.814593e-04 -6.188130e-05 -6.277301e-03
## 38 2.101478e-03 -3.052606e-03 -3.101927e-04 -5.060134e-06 -2.671819e-02
## 39 -5.557602e-03 -4.030417e-04 -2.873337e-05 5.682116e-05 -2.044089e-02
## 40 -1.455449e-02 3.479850e-03 2.372662e-03 3.071214e-03 -6.529345e-04
## 41 -6.793754e-04 -9.166566e-03 4.873079e-06 2.531334e-05 1.365907e-05
## 42 -1.331242e-03 -9.513998e-03 2.731051e-05 2.552992e-05 7.143158e-06
## 43 -4.373733e-04 -9.030632e-03 1.380014e-05 8.548377e-05 -4.334820e-05
## 44 -6.518663e-04 -3.474316e-04 2.243743e-05 2.165748e-07 -6.515915e-06
## 45 2.420021e-04 1.359342e-04 8.927061e-06 6.017042e-05 -5.700728e-05
## 46 8.938684e-04 4.833658e-04 -1.351037e-05 5.995385e-05 -5.049136e-05
## 47 1.018565e-02 4.800976e-03 -6.098172e-05 1.090648e-04 3.114623e-06
## 48 1.090393e-02 3.753171e-03 -2.164416e-05 -1.166122e-04 1.535883e-06
## 49 7.182789e-04 -1.047805e-03 3.933755e-05 -2.256770e-04 -1.578740e-06
## 50 1.038537e-02 -2.886076e-04 1.470156e-02 2.058030e-02 2.676694e-05
## 51 -3.419628e-03 -3.676950e-04 1.962982e-02 2.683787e-02 -4.072182e-04
## 52 -2.754784e-03 -1.766559e-04 5.070182e-02 7.011735e-02 -1.915750e-04
## 53 -1.380500e-02 -7.908741e-05 4.928261e-03 6.257573e-03 -4.339852e-04
## 54 -1.314016e-02 1.119517e-04 3.600027e-02 4.953705e-02 -2.183420e-04
## 55 6.648447e-04 1.910391e-04 3.107200e-02 4.327948e-02 2.156432e-04
## 56 1.156972e-04 -9.946798e-04 -2.371355e-06 -2.529326e-04 4.667227e-06
## 57 -3.647419e-03 -2.482395e-03 3.082042e-06 -9.736181e-04 1.029202e-08
## 58 -3.456391e-03 -1.960891e-04 -2.363802e-06 -1.189309e-04 9.544927e-07
## 59 -3.763117e-03 -1.487715e-03 5.453398e-06 -7.206855e-04 -4.656935e-06
## 60 -3.572088e-03 7.985907e-04 7.552908e-09 1.340017e-04 -3.712735e-06
## 61 1.910289e-04 2.286306e-03 -5.445845e-06 8.546872e-04 9.442007e-07
## 62 2.379428e-02 1.712343e-05 7.337384e-06 2.756236e-03 9.450660e-04
## 63 -3.611845e-03 1.031337e-04 -1.561496e-05 8.242234e-04 3.664376e-03
## 64 7.937946e-03 5.076225e-04 -1.429321e-05 1.028295e-03 4.444048e-03
## 65 -2.740613e-02 8.601029e-05 -2.295235e-05 -1.932013e-03 2.719310e-03
## 66 -1.585634e-02 4.904990e-04 -2.163060e-05 -1.727942e-03 3.498982e-03
## 67 1.154979e-02 4.044887e-04 1.321751e-06 2.040714e-04 7.796715e-04
## 68 1.337843e-03 4.923764e-04 -5.761813e-09 1.450666e-04 3.947020e-05
## 69 6.913575e-03 3.211112e-03 1.155323e-06 5.701147e-04 1.586874e-05
## 70 6.041162e-03 3.494013e-03 1.243700e-05 1.532039e-03 1.143932e-05
## 71 5.575733e-03 2.718735e-03 1.161085e-06 4.250481e-04 -2.360146e-05
## 72 4.703319e-03 3.001637e-03 1.244276e-05 1.386972e-03 -2.803088e-05
## 73 -8.724133e-04 2.829018e-04 1.128167e-05 9.619239e-04 -4.429422e-06
## microbe_149 microbe_150 microbe_151 microbe_152 microbe_153
## 1 8.223664e-02 -4.543398e-02 2.563762e-05 1.043229e-02 4.632980e-04
## 2 1.838451e-02 -4.941272e-02 6.945031e-05 -6.961287e-04 -1.065383e-03
## 3 4.340811e-02 -6.348854e-03 9.693790e-05 1.028097e-02 -4.665607e-04
## 4 -6.385213e-02 -3.978743e-03 4.381269e-05 -1.112842e-02 -1.528681e-03
## 5 -3.882853e-02 3.908512e-02 7.130029e-05 -1.513243e-04 -9.298587e-04
## 6 2.502360e-02 4.306386e-02 2.748760e-05 1.097710e-02 5.988222e-04
## 7 -3.740829e-05 -4.264560e-02 1.527729e-04 7.810753e-04 8.567511e-05
## 8 -1.896837e-04 -1.474262e-02 5.952271e-04 1.085397e-03 2.070481e-04
## 9 -1.522754e-04 2.790297e-02 4.424542e-04 3.043221e-04 1.213730e-04
## 10 -1.460791e-06 -1.989688e-01 -1.889349e-03 -5.699118e-03 1.303852e-05
## 11 -9.491346e-07 -2.035782e-01 1.005319e-03 -4.464733e-03 -3.830444e-05
## 12 -7.669680e-07 -2.023218e-01 -2.613584e-03 -4.966869e-03 -2.827235e-05
## 13 5.116564e-07 -4.609386e-03 2.894668e-03 1.234384e-03 -5.134296e-05
## 14 6.938229e-07 -3.353043e-03 -7.242355e-04 7.322490e-04 -4.131087e-05
## 15 1.821665e-07 1.256342e-03 -3.618904e-03 -5.021354e-04 1.003210e-05
## 16 4.177486e-06 -5.712993e-02 4.827441e-04 2.596573e-02 -7.658219e-03
## 17 8.993603e-05 -5.906986e-02 5.467619e-04 4.580006e-02 -7.467923e-03
## 18 8.409936e-06 -5.884041e-02 6.133960e-04 2.789799e-02 -8.080778e-03
## 19 8.575854e-05 -1.939925e-03 6.401775e-05 1.983433e-02 1.902964e-04
## 20 4.232451e-06 -1.710478e-03 1.306518e-04 1.932261e-03 -4.225590e-04
## 21 -8.152609e-05 2.294470e-04 6.663410e-05 -1.790207e-02 -6.128554e-04
## 22 2.842255e-05 -4.881731e-02 3.929471e-06 -1.936312e-03 5.953500e-04
## 23 1.609901e-05 -1.937556e-01 3.067352e-04 -2.494942e-03 9.352888e-03
## 24 3.958071e-05 -1.904767e-01 -8.147774e-05 -2.195623e-03 2.896733e-05
## 25 -1.232354e-05 -1.449383e-01 3.028057e-04 -5.586297e-04 8.757538e-03
## 26 1.115817e-05 -1.416594e-01 -8.540721e-05 -2.593111e-04 -5.663827e-04
## 27 2.348170e-05 3.278915e-03 -3.882129e-04 2.993186e-04 -9.323921e-03
## 28 5.720635e-07 -1.109641e-01 1.588753e-04 -1.955170e-03 2.574169e-05
## 29 1.394149e-05 -1.138216e-01 1.232131e-04 4.746146e-03 -4.041261e-04
## 30 1.184016e-06 -1.086708e-01 1.002287e-04 1.014606e-02 5.451145e-04
## 31 1.336943e-05 -2.857440e-03 -3.566220e-05 6.701316e-03 -4.298678e-04
## 32 6.119524e-07 2.293312e-03 -5.864659e-05 1.210123e-02 5.193729e-04
## 33 -1.275748e-05 5.150751e-03 -2.298439e-05 5.399917e-03 9.492407e-04
## 34 1.928493e-09 1.416286e-02 6.481121e-04 2.617772e-04 1.928493e-09
## 35 1.779612e-06 5.100839e-03 1.516162e-04 1.664490e-03 5.420925e-07
## 36 2.564075e-05 1.497195e-03 9.962008e-05 3.901516e-03 6.720268e-07
## 37 1.777683e-06 -9.062019e-03 -4.964960e-04 1.402712e-03 5.401640e-07
## 38 2.563882e-05 -1.266566e-02 -5.484920e-04 3.639739e-03 6.700983e-07
## 39 2.386114e-05 -3.603644e-03 -5.199608e-05 2.237026e-03 1.299343e-07
## 40 3.781766e-02 7.059031e-04 2.265190e-05 2.253365e-02 -1.039413e-06
## 41 2.869523e-01 1.214073e-04 -1.615578e-04 2.396150e-02 1.357578e-04
## 42 4.853489e-01 -8.214229e-04 -3.466783e-04 -3.261859e-03 -3.609893e-04
## 43 3.102929e-01 -4.242854e-04 -3.062960e-04 -3.537009e-03 2.141455e-04
## 44 1.983966e-01 -9.428302e-04 -1.851205e-04 -2.722336e-02 -4.967471e-04
## 45 2.334061e-02 -5.456927e-04 -1.447383e-04 -2.749851e-02 7.838767e-05
## 46 -1.750560e-01 3.971375e-04 4.038223e-05 -2.751499e-04 5.751348e-04
## 47 6.493093e-02 -7.723398e-02 -4.427087e-04 -4.820071e-03 -1.600536e-03
## 48 5.284663e-02 -7.728709e-02 -3.473852e-04 -4.770613e-03 -1.577459e-03
## 49 -1.208430e-02 -5.310942e-05 9.532352e-05 4.945837e-05 2.307642e-05
## 50 8.240323e-02 -3.323795e-03 1.181731e-02 1.620089e-02 4.392848e-04
## 51 5.600636e-02 -5.855391e-03 1.529170e-03 1.551203e-02 3.017976e-05
## 52 6.572380e-02 1.652366e-03 5.632094e-03 1.971737e-02 6.955715e-05
## 53 -2.639687e-02 -2.531596e-03 -1.028814e-02 -6.888567e-04 -4.091051e-04
## 54 -1.667943e-02 4.976162e-03 -6.185212e-03 3.516483e-03 -3.697277e-04
## 55 9.717434e-03 7.507757e-03 4.102924e-03 4.205340e-03 3.937739e-05
## 56 -4.839822e-04 1.323421e-02 -2.517322e-04 1.379742e-02 2.598447e-05
## 57 -3.381589e-05 1.333864e-03 3.451062e-04 -1.043341e-02 2.065720e-05
## 58 -4.562396e-04 1.399660e-02 3.380279e-04 -1.140637e-02 3.476244e-05
## 59 4.501663e-04 -1.190034e-02 5.968384e-04 -2.423083e-02 -5.327269e-06
## 60 2.774256e-05 7.623948e-04 5.897601e-04 -2.520379e-02 8.777969e-06
## 61 -4.224238e-04 1.266274e-02 -7.078320e-06 -9.729590e-04 1.410524e-05
## 62 4.827174e-04 -8.348187e-02 1.614838e-04 7.275336e-02 1.141040e-02
## 63 1.765942e-03 -7.701842e-02 5.950049e-05 -4.046453e-03 3.533087e-02
## 64 2.054553e-03 -7.742171e-02 -6.083691e-04 3.470840e-02 2.057887e-02
## 65 1.283225e-03 6.463452e-03 -1.019834e-04 -7.679982e-02 2.392047e-02
## 66 1.571836e-03 6.060162e-03 -7.698530e-04 -3.804496e-02 9.168469e-03
## 67 2.886111e-04 -4.032905e-04 -6.678696e-04 3.875485e-02 -1.475200e-02
## 68 2.255061e-05 -5.532479e-02 -7.632245e-05 -4.090987e-03 9.062378e-05
## 69 8.290732e-06 -7.066426e-02 -2.084576e-04 -5.662903e-03 7.543166e-05
## 70 7.888256e-05 -6.358809e-02 -2.390894e-04 -4.980608e-03 1.701556e-05
## 71 -1.425987e-05 -1.533948e-02 -1.321351e-04 -1.571916e-03 -1.519212e-05
## 72 5.633195e-05 -8.263298e-03 -1.627669e-04 -8.896218e-04 -7.360821e-05
## 73 7.059182e-05 7.076178e-03 -3.063180e-05 6.822946e-04 -5.841609e-05
## microbe_154 microbe_155 microbe_156 microbe_157 microbe_158
## 1 4.673689e-05 7.136824e-03 5.584254e-04 1.414432e-10 -1.733512e-02
## 2 4.658410e-05 3.689515e-05 -2.075229e-04 7.059683e-09 -1.896975e-02
## 3 4.412763e-05 1.664393e-03 -8.327477e-04 3.344092e-09 -2.298585e-02
## 4 -1.527935e-07 -7.099929e-03 -7.659482e-04 6.918240e-09 -1.634636e-03
## 5 -2.609258e-06 -5.472431e-03 -1.391173e-03 3.202648e-09 -5.650729e-03
## 6 -2.456464e-06 1.627498e-03 -6.252248e-04 -3.715591e-09 -4.016093e-03
## 7 9.085034e-05 8.596107e-04 -2.492735e-05 -2.158482e-09 -2.753297e-03
## 8 9.247039e-06 -1.631646e-04 -4.660608e-05 2.348262e-09 -2.886901e-03
## 9 -8.160331e-05 -1.022775e-03 -2.167873e-05 4.506743e-09 -1.336049e-04
## 10 1.886837e-06 6.533980e-05 8.776509e-06 -2.162594e-08 1.437955e-04
## 11 -1.874083e-08 3.736991e-04 -2.278918e-06 -1.874083e-08 4.624081e-04
## 12 1.030719e-05 8.607101e-05 -5.467229e-06 1.095659e-06 3.032037e-03
## 13 -1.905578e-06 3.083592e-04 -1.105543e-05 2.885103e-09 3.186126e-04
## 14 8.420354e-06 2.073121e-05 -1.424374e-05 1.117285e-06 2.888241e-03
## 15 1.032593e-05 -2.876280e-04 -3.188311e-06 1.114400e-06 2.569629e-03
## 16 1.098898e-04 1.825276e-02 4.789734e-03 -2.773916e-02 7.474001e-03
## 17 1.106183e-02 1.822458e-02 9.564832e-03 -2.920486e-02 -7.332549e-06
## 18 2.121065e-02 9.820632e-03 1.456740e-02 -2.824208e-02 5.438867e-05
## 19 1.095194e-02 -2.817999e-05 4.775097e-03 -1.465697e-03 -7.481333e-03
## 20 2.110076e-02 -8.432125e-03 9.777666e-03 -5.029193e-04 -7.419612e-03
## 21 1.014882e-02 -8.403945e-03 5.002569e-03 9.627779e-04 6.172122e-05
## 22 -1.173141e-06 7.750906e-04 -1.554425e-02 -1.206062e-08 -1.206062e-08
## 23 2.997715e-05 6.496184e-04 -1.644811e-02 -1.710528e-09 -1.710528e-09
## 24 2.966131e-06 1.399868e-04 -1.691493e-02 -3.178088e-09 4.743917e-03
## 25 3.115029e-05 -1.254723e-04 -9.038590e-04 1.035009e-08 1.035009e-08
## 26 4.139272e-06 -6.351038e-04 -1.370687e-03 8.882529e-09 4.743929e-03
## 27 -2.701102e-05 -5.096316e-04 -4.668278e-04 -1.467560e-09 4.743919e-03
## 28 6.389457e-05 7.431331e-03 -1.773642e-02 -8.215759e-05 1.105985e-04
## 29 2.052183e-06 -2.937661e-03 -2.171694e-02 -8.377959e-05 9.709024e-05
## 30 5.001786e-06 5.865979e-03 -7.184591e-03 -6.051260e-05 1.020457e-04
## 31 -6.184238e-05 -1.036899e-02 -3.980524e-03 -1.622000e-06 -1.350824e-05
## 32 -5.889278e-05 -1.565352e-03 1.055183e-02 2.164499e-05 -8.552735e-06
## 33 2.949603e-06 8.803640e-03 1.453235e-02 2.326699e-05 4.955509e-06
## 34 1.294163e-06 -3.982466e-05 1.157577e-02 1.928493e-09 6.787917e-04
## 35 7.071060e-09 7.454545e-05 1.836594e-02 7.071060e-09 1.449759e-05
## 36 5.763240e-09 -4.358717e-05 -2.902524e-03 5.763240e-09 7.554862e-05
## 37 -1.287092e-06 1.143701e-04 6.790172e-03 5.142567e-09 -6.642941e-04
## 38 -1.288400e-06 -3.762503e-06 -1.447829e-02 3.834747e-09 -6.032430e-04
## 39 -1.307820e-09 -1.181326e-04 -2.126847e-02 -1.307820e-09 6.105103e-05
## 40 4.459975e-05 1.953108e-03 5.108962e-06 2.720819e-03 -1.096131e-02
## 41 1.542510e-03 -3.527096e-02 4.342455e-03 1.409652e-06 -9.630854e-05
## 42 1.199111e-03 -2.739849e-02 9.012789e-04 2.716108e-06 -9.630918e-05
## 43 8.962219e-04 -2.115535e-02 1.136843e-03 1.638171e-05 -9.630671e-05
## 44 -3.433987e-04 7.872464e-03 -3.441176e-03 1.306456e-06 -6.372735e-10
## 45 -6.462878e-04 1.411561e-02 -3.205613e-03 1.497206e-05 1.829220e-09
## 46 -3.028890e-04 6.243145e-03 2.355636e-04 1.366560e-05 2.466493e-09
## 47 1.409695e-04 -3.260345e-03 1.481672e-04 -5.212885e-04 1.022967e-02
## 48 3.206228e-04 -3.175608e-03 1.213040e-04 -7.578184e-04 6.449157e-03
## 49 1.796533e-04 8.473739e-05 -2.686324e-05 -2.365299e-04 -3.780509e-03
## 50 -6.881278e-07 -7.516839e-04 -2.548427e-07 -1.070909e-08 -3.050078e-04
## 51 3.968412e-04 -6.215217e-04 4.055345e-06 -2.504282e-09 2.127172e-03
## 52 5.484517e-05 -8.738461e-04 5.500530e-06 3.869726e-07 6.131818e-03
## 53 3.975293e-04 1.301622e-04 4.310188e-06 8.204812e-09 2.432180e-03
## 54 5.553329e-05 -1.221622e-04 5.755372e-06 3.976817e-07 6.436826e-03
## 55 -3.419960e-04 -2.523244e-04 1.445185e-06 3.894769e-07 4.004646e-03
## 56 -3.403893e-06 1.009720e-04 3.746282e-05 -3.359496e-05 8.243571e-02
## 57 -3.401080e-06 -3.183865e-04 5.476666e-06 -4.374660e-05 1.691433e-02
## 58 -3.396340e-06 -1.736441e-04 7.697353e-05 -5.623808e-05 2.853412e-02
## 59 2.812763e-09 -4.193586e-04 -3.198615e-05 -1.015164e-05 -6.552138e-02
## 60 7.552908e-09 -2.746161e-04 3.951071e-05 -2.264312e-05 -5.390159e-02
## 61 4.740145e-09 1.447425e-04 7.149686e-05 -1.249147e-05 1.161979e-02
## 62 -5.601972e-05 4.788295e-04 1.029125e-04 1.222297e-08 -1.227545e-04
## 63 -4.491260e-05 5.179330e-03 1.099793e-05 1.435093e-04 1.687208e-04
## 64 1.509540e-04 3.244328e-03 1.917891e-05 6.410106e-05 -7.440841e-05
## 65 1.110712e-05 4.700500e-03 -9.191454e-05 1.434971e-04 2.914753e-04
## 66 2.069737e-04 2.765498e-03 -8.373357e-05 6.408883e-05 4.834608e-05
## 67 1.958666e-04 -1.935002e-03 8.180977e-06 -7.940822e-05 -2.431292e-04
## 68 1.086803e-05 2.341703e-05 -5.066834e-05 -5.761813e-09 3.852259e-03
## 69 1.210632e-06 6.577244e-05 -7.594732e-05 -2.978078e-09 3.677464e-03
## 70 9.058868e-05 8.098779e-05 -4.148817e-05 3.309212e-09 1.441739e-03
## 71 -9.657402e-06 4.235541e-05 -2.527898e-05 2.783735e-09 -1.747952e-04
## 72 7.972065e-05 5.757076e-05 9.180168e-06 9.071025e-09 -2.410520e-03
## 73 8.937805e-05 1.521535e-05 3.445915e-05 6.287290e-09 -2.235725e-03
## microbe_159 microbe_160 microbe_161 microbe_162
## 1 -4.601816e-05 -1.547840e-04 1.414432e-10 -1.143198e-06
## 2 -1.725844e-05 -9.713180e-05 7.974824e-07 -8.388011e-07
## 3 2.229269e-04 -3.830412e-05 3.344092e-09 3.051538e-06
## 4 2.875972e-05 5.765224e-05 7.973409e-07 3.043970e-07
## 5 2.689451e-04 1.164799e-04 3.202648e-09 4.194736e-06
## 6 2.401854e-04 5.882768e-05 -7.941383e-07 3.890339e-06
## 7 6.003200e-05 1.248180e-02 7.019696e-04 5.114789e-04
## 8 -1.671145e-05 6.294262e-03 5.885919e-03 5.325298e-05
## 9 -7.674345e-05 -6.187542e-03 5.183949e-03 -4.582259e-04
## 10 1.263660e-04 -6.690829e-04 1.168052e-03 1.429132e-03
## 11 2.044443e-04 -6.598501e-04 -7.332744e-04 5.393086e-04
## 12 2.236590e-04 -6.600744e-04 -9.944579e-04 1.518407e-03
## 13 7.807827e-05 9.232816e-06 -1.901327e-03 -8.898231e-04
## 14 9.729301e-05 9.008494e-06 -2.162510e-03 8.927576e-05
## 15 1.921475e-05 -2.243216e-07 -2.611835e-04 9.790989e-04
## 16 4.239352e-05 -4.916799e-02 -6.439700e-04 2.332305e-04
## 17 1.439601e-04 -5.360848e-02 -6.408993e-04 4.332735e-04
## 18 1.734535e-05 -5.360609e-02 -6.439794e-04 1.224082e-04
## 19 1.015665e-04 -4.440495e-03 3.070656e-06 2.000430e-04
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## 23 -1.529852e-05 -2.075029e-02 -1.710528e-09 3.156993e-05
## 24 -1.412139e-05 3.503510e-02 -3.178088e-09 9.891353e-05
## 25 7.037048e-06 -1.393835e-03 1.035009e-08 3.158199e-05
## 26 8.214182e-06 5.439156e-02 8.882529e-09 9.892559e-05
## 27 1.177135e-06 5.578539e-02 -1.467560e-09 6.734360e-05
## 28 3.370159e-06 -1.071643e-01 -5.318016e-09 1.892463e-05
## 29 -6.053000e-06 -1.054945e-01 -9.871847e-10 1.657657e-05
## 30 -1.555860e-05 -1.032202e-01 8.833841e-10 1.248172e-05
## 31 -9.423159e-06 1.669784e-03 4.330831e-09 -2.348060e-06
## 32 -1.892876e-05 3.944138e-03 6.201400e-09 -6.442907e-06
## 33 -9.505599e-06 2.274354e-03 1.870569e-09 -4.094848e-06
## 34 3.370687e-03 5.871599e-05 6.293394e-03 1.928493e-09
## 35 3.237750e-03 6.054540e-05 4.791547e-03 2.694386e-06
## 36 4.205115e-03 -3.165471e-06 3.133130e-03 5.763240e-09
## 37 -1.329364e-04 1.829416e-06 -1.501848e-03 2.692457e-06
## 38 8.344287e-04 -6.188146e-05 -3.160264e-03 3.834747e-09
## 39 9.673651e-04 -6.371087e-05 -1.658416e-03 -2.688622e-06
## 40 -6.591499e-03 -5.822242e-05 -1.850289e-02 -9.572624e-04
## 41 1.727381e-02 1.196191e-05 -1.025491e-06 -3.026144e-02
## 42 -4.881477e-03 3.798915e-06 -1.026128e-06 -3.568572e-02
## 43 -4.903747e-03 1.439389e-05 -1.023662e-06 -3.203703e-02
## 44 -2.215528e-02 -8.162992e-06 -6.372735e-10 -5.424277e-03
## 45 -2.217755e-02 2.431986e-06 1.829220e-09 -1.775586e-03
## 46 -2.226974e-05 1.059498e-05 2.466493e-09 3.648692e-03
## 47 1.428039e-02 -7.415368e-03 5.798853e-03 1.118960e-04
## 48 1.961881e-02 -7.412294e-03 1.785222e-03 -2.996069e-05
## 49 5.338425e-03 3.074112e-06 -4.013631e-03 -1.418567e-04
## 50 -2.443703e-02 2.635826e-06 -2.874590e-06 -2.299642e-04
## 51 2.051644e-02 1.478621e-05 -2.866385e-06 -6.260643e-04
## 52 5.624360e-04 3.419806e-05 -2.866691e-06 -6.296667e-04
## 53 4.495347e-02 1.215038e-05 8.204812e-09 -3.961001e-04
## 54 2.499947e-02 3.156224e-05 7.899114e-09 -3.997025e-04
## 55 -1.995401e-02 1.941185e-05 -3.056982e-10 -3.602367e-06
## 56 1.143953e-06 -4.743963e-05 -2.322279e-04 -1.310143e-06
## 57 -1.979903e-05 -2.747436e-05 -2.597271e-03 -1.307330e-06
## 58 -4.042391e-06 -2.520561e-05 -1.358253e-03 -1.302590e-06
## 59 -2.094298e-05 1.996527e-05 -2.365043e-03 2.812763e-09
## 60 -5.186345e-06 2.223402e-05 -1.126025e-03 7.552908e-09
## 61 1.575664e-05 2.268747e-06 1.239018e-03 4.740145e-09
## 62 3.892757e-05 1.289433e-04 1.640831e-02 1.501137e-03
## 63 1.303886e-05 4.688998e-04 4.336397e-03 1.379906e-02
## 64 8.411362e-05 1.517784e-04 8.846975e-03 1.059589e-02
## 65 -2.588870e-05 3.399566e-04 -1.207192e-02 1.229793e-02
## 66 4.518606e-05 2.283508e-05 -7.561338e-03 9.094750e-03
## 67 7.107476e-05 -3.171215e-04 4.510578e-03 -3.203175e-03
## 68 2.755993e-02 -1.030523e-01 1.717884e-03 1.602598e-06
## 69 5.298622e-03 -1.131146e-01 1.429860e-03 -2.978078e-09
## 70 5.988334e-03 -1.088037e-01 2.972690e-03 3.923481e-06
## 71 -2.226131e-02 -1.006233e-02 -2.880241e-04 -1.605576e-06
## 72 -2.157160e-02 -5.751444e-03 1.254807e-03 2.320883e-06
## 73 6.897124e-04 4.310885e-03 1.542831e-03 3.926459e-06
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