Participants who had more energy intakes from fast foods (> 11.39% kcal/week) had more than two folds increased risk of elevated ALT (values ≥12 U/L), as a predictor of NAFLD. This evidence concerns the gene GPT and metabolic dysfunction-associated steatotic liver disease.