The objective of this study was to determine the association between variants of PNPLA3, TM6SF2, and MBOAT7-TMC4 and the three histologic stages of NAFLD (steatosis, NASH, and fibrosis) in PLWHIV. Here, MBOAT7 is linked to metabolic dysfunction-associated steatohepatitis.