AIP and fatty liver disease: Collectively, CHG, TYG, and AIP demonstrated positive associations with carotid plaque and fatty liver risks, with CHG showing superior predictive performance for carotid plaque outcomes and TYG exhibiting optimal prediction for fatty liver.