The study found that both ApoB/ApoA1 and TC/HDL-C had the predictive value of NAFLD, but the results showed that TC/HDL-C was more significant than ApoB/ApoA1. The gene discussed is APOA1; the disease is metabolic dysfunction-associated steatotic liver disease.