Levels of IL-1β, IL-18, IL-1RA, CD4+ and CD8+ T cells are elevated in NAFLD patients. Immune factors are closely related to NAFLD/NASH classification. The gene discussed is CD8A; the disease is metabolic dysfunction-associated steatohepatitis.