How do I plot fold change against significance?
Make a volcano plot
Turning a differential expression table into a labelled figure.
A volcano plot puts log2 fold change on the x-axis and −log10 of the adjusted p-value on the y. The statistics come from your differential expression analysis; the plot is only presentation, so the tool that draws it does not need to be the tool that computed it.
Choose thresholds before you look at the plot and state them in the legend. Label the genes that matter to the argument rather than everything that clears the cut-off.
What to use
- VolcaNoseR
Volcano plots from a results table, with labelling and thresholds you control.
ExternalJoachim Goedhart, University of AmsterdamFree - SRplot
Free web platform covering a very wide range of biological plot types.
ExternalScience and Research Online PlatformFree - R and RStudio
The statistical environment nearly all biological methods are written for.
ExternalR Foundation / PositFree
If you script
Command-line and library options. No page here — they need an environment rather than a browser.
- ggplot2R package
The grammar-of-graphics plotting library for R.