First, the TyG index had better predictive ability for the incidence of prediabetes than the obesity indices of BMI and WC, lipid profiles of TG and HDL-C, and non-insulin-based insulin resistance indices of TG/HDL-C and Mets-IR. Here, INS is linked to obesity due to melanocortin 4 receptor deficiency.