We further conducted subgroup analysis by the source of case group, and the results showed viral HCC had significantly higher AdipoQ levels than healthy controls (SMD = 1.11, 95% CI (0.44, 1.78), P = 0. This evidence concerns the gene ADIPOQ and hepatocellular carcinoma.