Study found that COL1A1 gene expression was markedly decreased in hepatocellular carcinoma tumor tissues (log2 ratio − 1.1) with a poor overall survival rate (P = 0.013) [13]. Here, COL1A1 is linked to hepatocellular carcinoma.