In non-tumor tissues, the percentages of IgA, IgG and IgM mutated clones, IgG clone percentage, and IgM mutated clone average degree were significantly higher in advanced-stage HCC (Figures 4G, H). This evidence concerns the gene CD40LG and hepatocellular carcinoma.