In addition to the multivariate analysis applied to genes of unknown role in cancer, we picked two genes from the dataset, PIK3CA and MSH2, which have established biological function and do not belong to any of the eight pathways according to KEGG, and performed gene-pathway multivariate tests of association by dCov and HHG, similar to those performed above for genes of unknown function. Here, PIK3CA is linked to cancer.