Multivariate analysis of these laboratory parameters and lymphocyte frequencies except male sex, CD4+ T cells, and NK cells suggested that the frequency of CD8+ PD1+ T cells is an independent risk factor of AIH-overlap NASH. The gene discussed is CD4; the disease is metabolic dysfunction-associated steatohepatitis.