IFN-γ levels and IFN-γ/IL-4 ratio negatively correlated with p-STAT3 expression in CD4+ and CD8+ T cells in HCC patients, whereas levels of IL-4, IL-6, and IL-10 positively correlated with p-STAT3 levels. Here, IL6 is linked to hepatocellular carcinoma.