The functional investigation of genes with the highest number of connections (MYC, NOG, TGFB1, VIRMA, SRC, and AR) in the network showed an overrepresentation of signaling pathways related to cancer processes, associated mainly with cell cycle disorders, namely proliferation, growth, differentiation, migration or apoptosis, as well as patients survival. This evidence concerns the gene TGFB1 and cancer.