The findings showed that MCM3 was associated with various immune cells in HCC, including B cells, CD4+ T cells, CD8+ T cells, neutrophils, macrophages, and dendritic cells (positively correlated with MCM3). Here, CD4 is linked to hepatocellular carcinoma.