Analyzing the associations of the novel genes identified the following TFs: c-Jun, SMAD1, STAT3, and others genes like EGFR, BCR, SUMO1, CALM1, CUL5, CTNNB1 etc. The TFs identified as novel for a given stage play an important role in cancers [100]. Here, STAT3 is linked to cancer.