Although previous studies have explored the relationship between IR and NAFLD, few large-scale population-based studies have specifically examined the direct association between serum insulin levels and CAP-defined NAFLD. The gene discussed is INS; the disease is metabolic dysfunction-associated steatotic liver disease.