Using the GEO and TCGA databases, a study identified several novel driver genes including CSMD1 associated with HCC and demonstrated that this gene was strongly related to the prognosis of early recurrence and an effective prognostic marker for HCC [77]. This evidence concerns the gene CSMD1 and hepatocellular carcinoma.