Second, there were relatively significant individual differences in AFP level, virus antigen, HBV DNA copies, and liver cirrhosis among HCC patients in our cohort, which may affect the composition, transcriptional profile, phenotype and function of immune cells, as well as the presence of donor specific immune subsets (especially in myeloid and NK subsets). The gene discussed is AFP; the disease is cirrhosis of liver.