A study from Italy showed that LAP was a more reliable discriminator of insulin resistance in clinical settings (AUC: 0.728 [0.692–0.762]), and had a stronger correlation with insulin compared with TyG, TG/HDL-C and VAI [32], which is in accord with our findings. The gene discussed is INS; the disease is Insulin resistance.