FatiGO implements Fisher's exact test for 2x2 contingency tables for comparing two groups of genes and extracting a list of GO terms whose distribution among the groups is significantly different. The results of the test are corrected for multiple-testing to obtain an adjusted pvalue. Results are displayed in HTML and text format, and a tree representation of GO terms associated with the list of genes and the number of genes annotated to a specific GO term.