After comprehensive adjustment for covariates, serum insulin levels treated as a continuous variable were significantly associated with increased odds of having NAFLD (odds ratio [OR] = 1.04; 95% confidence interval [CI]: 1.01–1.07; P = .014). This evidence concerns the gene INS and metabolic dysfunction-associated steatotic liver disease.