Next, by screening candidate genes in the autophagy and mitophagy pathways, we focused on genes that exhibited high expression and closely correlated with poor prognosis in HCC, namely NRAS, STK11, TFE3, PRKCD and RRAS2 (Fig. 2c). This evidence concerns the gene NRAS and hepatocellular carcinoma.