And observed an increased Inf mph, CD3+ T cells, CD4+ T cells, and Tregs in the CV region in the HCC-NTT, indicating the relevance of advanced fibrosis and immune dysregulation (Supplementary Figure S2). This evidence concerns the gene CD4 and hepatocellular carcinoma.