We further found that four MRGs (BCL2L11, NAGS, RMND1, and HDHD3) were overlapped among the three models, which were finally considered as the potential diagnostic biomarkers for NAFLD (Fig. 5D). The gene discussed is RMND1; the disease is metabolic dysfunction-associated steatotic liver disease.