In the present study, the top 10 mutated genes (APC, TP53, KRAS, PIK3CA, ATM, PTEN, TTN, SYNE1, MUC16 and SMAD4), which have well documented in the pathogenesis of CRC [32–37]. Here, SMAD4 is linked to colorectal carcinoma.