plot-corRes: Plot corRes Object

In pmartR/pmartR: Panomics Marketplace - Quality Control and Statistical Analysis for Panomics Data

Plot corRes Object

Description

For plotting an S3 object of type 'corRes'

Usage

## S3 method for class 'corRes'
plot(
  x,
  omicsData = NULL,
  order_by = NULL,
  colorbar_lim = c(NA, NA),
  x_text = TRUE,
  y_text = TRUE,
  interactive = FALSE,
  x_lab = NULL,
  y_lab = NULL,
  x_lab_size = 11,
  y_lab_size = 11,
  x_lab_angle = 90,
  title_lab = NULL,
  title_lab_size = 14,
  legend_lab = NULL,
  legend_position = "right",
  color_low = NULL,
  color_high = NULL,
  bw_theme = TRUE,
  use_VizSampNames = FALSE,
  ...
)

Arguments

x	An object of class "corRes" created via cor_result
omicsData	an object of the class 'pepData', 'isobaricpepData', 'proData', 'lipidData', 'metabData', 'nmrData' or 'seqData' created via as.pepData, as.isobaricpepData, as.proData, as.lipidData, as.metabData, as.nmrData, or as.seqData, respectively.
order_by	A character string specifying a column in f_data by which to order the samples.
colorbar_lim	A pair of numeric values specifying the minimum and maximum values to use in the heat map color bar. Defaults to 'c(NA, NA)', in which case ggplot2 automatically sets the minimum and maximum values based on the correlation values in the data.
x_text	logical value. Indicates whether the x-axis will be labeled with the sample names. The default is TRUE.
y_text	logical value. Indicates whether the y-axis will be labeled with the sample names. The default is TRUE.
interactive	logical value. If TRUE produces an interactive plot.
x_lab	character string specifying the x-axis label
y_lab	character string specifying the y-axis label
x_lab_size	integer value indicating the font size for the x-axis. The default is 11.
y_lab_size	integer value indicating the font size for the y-axis. The default is 11.
x_lab_angle	integer value indicating the angle of x-axis labels. The default is 90.
title_lab	character string specifying the plot title
title_lab_size	integer value indicating the font size of the plot title. The default is 14.
legend_lab	character string specifying the legend title.
legend_position	character string specifying the position of the legend. Can be one of "right", "left", "top", "bottom", or "none". The default is "none".
color_low	character string specifying the color of the gradient for low values
color_high	character string specifying the color of the gradient for high values
bw_theme	logical value. If TRUE uses the ggplot2 black and white theme.
use_VizSampNames	logical value. Indicates whether to use custom sample names. The default is FALSE.
...	further arguments passed to or from other methods.

Value

ggplot2 plot object if interactive is FALSE, or plotly plot object if interactive is TRUE

Examples

library(pmartRdata)
mymetab <- edata_transform(omicsData = metab_object, data_scale = "log2")
mymetab <- group_designation(omicsData = mymetab, main_effects = "Phenotype")
my_correlation <- cor_result(omicsData = mymetab)
plot(my_correlation, omicsData = mymetab, order_by = "Phenotype")


myseq_correlation <- cor_result(omicsData = rnaseq_object)
plot(myseq_correlation)

pmartR/pmartR documentation built on March 4, 2024, 8:32 a.m.