Overall, our results showed that lncRNA PSMG3-AS1, MIRLET7BHG, RP11-136K7.2 and LINC00925 might play a role in NAFLD, providing new insights and the foothold for further studies on mechanism exploration of NAFLD. Here, PSMG3 is linked to metabolic dysfunction-associated steatotic liver disease.