Subsequently, a PPI network was constructed, and four hub genes, including Srebf2, Pnpla2, Plin2 and Irs2, that were shown to be closely related to NAFLD were identified. Here, PNPLA2 is linked to metabolic dysfunction-associated steatotic liver disease.