APOF and metabolic dysfunction-associated steatotic liver disease: In the case of LIHC, it is most likely that the driving role of genes regulating lipid metabolism, including APOF, in NAFLD as well as in the process of LIHC is a direct result, and various immune cells in the NAFLD microenvironment could confirm this speculation.