Our preliminary results show a strong correlation between three CHMP protein family genes and the infiltration levels of multiple immune cell types in HCC samples, with memory B cell abundance positively correlating with CHMP4B, whereas naive B cell abundance negatively correlates with BAX, CHMP2A, CHMP4B, and TREM2. Here, CHMP4B is linked to hepatocellular carcinoma.