In the current study, the M1 cluster expressed metabolism-associated genes, such as CETP, LIPA, and APOE, suggesting that a potential interactant between M1 cluster and hepatic steatosis in ALC and HBV-related cirrhosis. The gene discussed is APOE; the disease is fatty liver disease.