Interestingly, we observed that male were an independent risk factor for postoperative recurrence in AFP-negative HCC patients, which may be due to differences in sex hormones31,32 and the greater propensity of men to drink alcohol, leading to more severe cirrhosis33,34. This evidence concerns the gene AFP and hepatocellular carcinoma.