In addition to the above factors, the influence of genetic factors such as PNPLA3, TM6SF2, and MBOAT7 on liver fibrosis in MAFLD patients with HBV infection should also be further studied39. The gene discussed is PNPLA3; the disease is Hepatic fibrosis.