The multivariable-adjusted model showed that there was difference in odds of prevalent NAFLD at Y25 in the high tertile of the TG group (OR 1.87, 95% CI, and 1.30–2.69) and the low (OR 1.98, 95% CI, and 1.30–3.01) and middle (OR 1.78, 95% CI, and 1.17–2.72) quartiles of the apoB/TG ratio groups. This evidence concerns the gene APOB and metabolic dysfunction-associated steatotic liver disease.