plots {signeR} | R Documentation

## signeR plot functions

### Description

BICboxplot: Plot the measured values of the Bayesian Information Criterion (BICs) for tested model dimensions.

Paths: Plot the convergence of the Gibbs sampler for signatures and exposures on separate charts.

SignPlot: Plot the mutational signatures in a barchart, with error bars according to the variation of individual entries along generated Gibbs samples.

SignHeat: Plot the mutations signatures in a heatmap.

ExposureBarplot: Barplot of estimated exposure values, showing the contribution of the signatures to the mutation counts of each genome sample.

ExposureBoxplot: Boxplot of exposure values, showing their variation along generated Gibbs samples.

ExposureHeat: Plot a heatmap of the exposures, along with a dendrogram of the samples grouped by exposure levels.

### Usage

    BICboxplot(signeRout, plot_to_file=FALSE, file="Model_selection_BICs.pdf")
    ## S4 method for signature 'SignExp'
    Paths(signexp_obj, plot_to_file=FALSE,
        file_suffix="plot.pdf", plots_per_page=4, ...)
    ## S4 method for signature 'SignExp'
    SignPlot(signexp_obj, plot_to_file=FALSE,
        file="Signature_plot.pdf", pal="bcr1", threshold=0, plots_per_page=4,
        gap=1, reord=NA, ...)
    ## S4 method for signature 'SignExp'
    SignHeat(signexp_obj, plot_to_file=FALSE,
        file="Signature_heatmap.pdf", nbins=20, pal="roh", ...)
    ## S4 method for signature 'SignExp'
    ExposureBarplot(signexp_obj, plot_to_file=FALSE,
        file="Exposure_barplot.pdf", col='tan2', threshold=0, relative=FALSE,
        title="", samplenames=TRUE, ...)
    ## S4 method for signature 'SignExp'
    ExposureBoxplot(signexp_obj, plot_to_file=FALSE,
        file="Exposure_boxplot.pdf", col='tan2', threshold=0,
        plots_per_page=4, reord=NA, ...)
    ## S4 method for signature 'SignExp'
    ExposureHeat(signexp_obj, plot_to_file=FALSE,
        file="Exposure_heatmap.pdf", nbins=20, pal="roh", distmethod="euclidean",
            clustermethod="complete", ...)

### Arguments

`signexp_obj` | A SignExp object returned by signeR function. e.g.: sig$SignExposures
`signeRout` | The list returned by the signeR function.
`plot_to_file` | Whether to save the plot to the file parameter. Default is FALSE.
`file` | Output pdf file of the plots.
`pal` | Color palette used. Options are: "brew","lba","bcr1", "bcr2","bw","roh".
`threshold` | Entries below this value will be rounded to 0. Default is 0 (all entries are kept).
`plots_per_page` | How many plots in a single page, default is 4.
`gap` | Distance between consecutive bars on the plot.
`reord` | Order of signatures for plotting. Should be a permutation of 1:nsig, where nsig is the number of signatures. By default, signatures are ordered by the total exposure, in decreasing order.
`nbins` | The range of signature entries is divided in this number of bins for plotting, each bin corresponding to a different color.
`file_suffix` | The suffix of the output file.
`col` | Single color name for boxplots.
`distmethod` | Distance measure used for grouping samples. Default is "euclidean", see the documentation of the dist function for other options.
`clustermethod` | Agglomeration method used for grouping samples. Default is "complete", see the documentation of the hclust function for other options.
`relative` | Whether to normalize exposures of each sample so that they sum up to one. Default is TRUE, thus generating a barplot of relative contributions of the signatures to mutation counts. Otherwise, absolute contributions to mutation counts will be displayed.
`title` | Main title added to the plot. Default is no title.
`samplenames` | Whether sample names will be shown in the plot. Default is TRUE, however sample names are not shown if there are more then 50 samples.
`...` | .

### Value

The plot result is exported to the current graphic device. If plot_to_file=TRUE, the plot is saved in the file defined by the file argument.

### Examples

    # each plot function need the SignExposures object
    # which is part of the result of the signeR() call
    SignPlot(signatures$SignExposures)
    Paths(signatures$SignExposures)
    # etc ...

    # BICboxplot needs the returned list itself
    BICboxplot(signatures)

    # see also
    vignette(package="signeR")

[Package signeR version 1.18.1 Index]