View source: R/CoMethAllRegions.R
CoMethAllRegions | R Documentation |
Extract contiguous co-methylated genomic regions from a list of pre-defined genomic regions
CoMethAllRegions( dnam, betaToM = FALSE, method = c("pearson", "spearman"), rDropThresh_num = 0.4, minCpGs = 3, genome = c("hg19", "hg38"), arrayType = c("450k", "EPIC"), CpGs_ls, file = NULL, returnAllCpGs = FALSE, output = c("CpGs", "dataframe"), nCores_int = 1L, ... )
dnam |
matrix (or data frame) of beta values, with row names = CpG IDs, column names = sample IDs. This is typically genome-wide methylation beta values. |
betaToM |
indicates if converting methylation beta values to mvalues |
method |
method for computing correlation, can be "spearman" or "pearson" |
rDropThresh_num |
threshold for min correlation between a cpg with sum of the rest of the CpGs |
minCpGs |
minimum number of CpGs to be considered a "region".
Only regions with more than |
genome |
Human genome of reference hg19 or hg38 |
arrayType |
Type of array, can be "450k" or "EPIC" |
CpGs_ls |
list where each item is a character vector of CpGs IDs. This should be CpG probes located closely on the array. |
file |
an RDS file with clusters of CpG locations (i.e. CpGs
located closely to each other on the genome). This file can be generated
by the |
returnAllCpGs |
When there is not a contiguous comethylated region in
the inputting pre-defined region, |
output |
a character vector of CpGs or a dataframe of CpGs along with rDrop info |
nCores_int |
Number of computing cores to be used when executing code in parallel. Defaults to 1 (serial computing). |
... |
Dots for additional arguments passed to the cluster constructor.
See |
There are two ways to input genomic regions for this function: (1)
use CpGs_ls
argument, or (2) use file
argument. Examples of
these files are in /inst/extdata/ folder of the package.
When output = "dataframe"
is selected, returns a list of data
frames, each with CpG
(CpG name), Chr
(chromosome number),
MAPINFO
(genomic position), r_drop
(correlation between the
CpG with rest of the CpGs), keep
(indicator for co-methylated CpG),
keep_contiguous
(index for contiguous comethylated subregions).
When output = "CpGs"
is selected, returns a list, each item is a
list of CpGs in the contiguous co-methylated subregion.
data(betasChr22_df) CpGisland_ls <- readRDS( system.file( "extdata", "CpGislandsChr22_ex.rds", package = 'coMethDMR', mustWork = TRUE ) ) coMeth_ls <- CoMethAllRegions ( dnam = betasChr22_df, betaToM = TRUE, method = "pearson", CpGs_ls = CpGisland_ls, arrayType = "450k", returnAllCpGs = FALSE, output = "CpGs" )
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