In addition, NRAV, MKLN1-AS, AC099850.3, LINC01224, and AL031985.3 were found to be also closely related to immunity, autophagy, and glycolysis in HCC, suggesting a possible association between pyroptosis and the aforementioned immune and metabolic regulation in cancer and may represent an oncogene that predicts HCC prognosis. This evidence concerns the gene MKLN1 and hepatocellular carcinoma.