Here, we found that compared to healthy controls, HCC patients exhibited significantly higher frequencies IL-10-expressing B cells, which were negatively correlated with the frequencies of granzyme A-, granzyme B-, and perforin-expressing CD4+ T cells. Here, CD4 is linked to hepatocellular carcinoma.