This finding from model 3 can be explained by the mediation effect of HOMA-IR on the relationship between betatrophin and NAFLD (average causal mediation effect = 0.074, 95% confidence interval = 0.016–0.148, P = 0.040). The gene discussed is ANGPTL8; the disease is metabolic dysfunction-associated steatotic liver disease.