Single-cell RNA-sequencing demonstrated that there was higher frequency of exhausted CD8+ T cells and regulatory T cells (Tregs) with clonally expansion in HCC patients, and layilin (LAYN) was related to the suppressive function of Tregs and exhausted CD8+ T cells in HCC (28). This evidence concerns the gene CD8A and hepatocellular carcinoma.