A PPI network was constructed by 16 common DEGs and the four m6A regulators, and we found that MYC might be the m6A modification target, regulated by RBM15, HNRNPC, YTHDC2, and HNRNPA2B1, affecting the occurrence of NAFLD. Here, RBM15 is linked to metabolic dysfunction-associated steatotic liver disease.