For ALR, we observed a significant inverse correlation with cardiometabolic biomarkers (WHR, TG, insulin, AIP, and VAI) in the obesity and diabetes groups; however, ALR was positively correlated to HDL. Here, AIP is linked to obesity due to melanocortin 4 receptor deficiency.