INS and chronic kidney disease: Among the genetic clusters defined by elevated FI levels with deeper metabolic alterations, we found that insulin resistance-lipodystrophy and adiposity-mediated insulin resistance genetic clusters exhibited the largest number of associations with T2D complications (Fig. 3, Supplementary Table 8) including MI, diabetic retinopathy, CKD, ISTR, and insulin use.