plotSphereLogFC {cydar} | R Documentation

## Plot changes in hypersphere abundance

### Description

Visualize hyperspheres in low-dimensional space, coloured by log-fold change in abundance for each hypersphere.

### Usage

    plotSphereLogFC(x, y, logFC, max.logFC=NULL, zero.col=0.8,
        length.out=100, pch=16, ...)

    # Deprecated - all arguments passed to plotSphereLogFC.
    plotCellLogFC(...)

### Arguments

`x, y` | A numeric vector of coordinates for each hypersphere.
`logFC` | A numeric vector of log-fold changes for each hypersphere.
`max.logFC` | A numeric scalar specifying the maximum absolute log-fold change.
`zero.col` | A numeric scalar between 0 and 1, specifying the greyscale intensity to represent a log-fold change of zero.
`length.out` | An integer scalar specifying the resolution of the colour bar.
`pch, ...` | Additional arguments to pass to `plot`.

### Details

Each hypersphere is represented by a point in the two-dimensional embedding, coloured from blue (negative log-FC) to grey (zero log-FC) to red (positive log-FC). The darkness of the grey colour is set with `zero.col`.

If `max.logFC` is not `NULL`, extreme values in `logFC` are winsorized to lie within `[-max.logFC, max.logFC]`. This preserves the resolution of colours for smaller log-fold changes.

### Value

A plot of the low-dimensional embedding of the hypersphere locations is made on the current graphics device. A vector of colours of length `length.out` is returned, containing the colour gradient used for the log-fold changes. The vector names contains the numeric values associated with each colour. This can be used to construct a colour bar with `createColorBar`.

### Author(s)

Aaron Lun

### See Also

`createColorBar`

### Examples

    # Making up some coordinates.
    x <- rnorm(100)
    y <- rnorm(100)

    # Log-FC plot and colour bar.
    logFC <- rnorm(100)
    out <- plotSphereLogFC(x, y, logFC)

    out <- plotSphereLogFC(x, y, logFC, max.logFC=0.5)
    plot(0,0, type="n", axes=FALSE, ylab="", xlab="", ylim=c(-1, 1), xlim=c(-1, 0.5))
    createColorBar(out)
    text(-0.6, 0, srt=90, "Log-FC", cex=1.2)

[Package cydar version 1.6.1 Index]