We did not have data for the measurement of microalbuminuria, which could help us determine early kidney damage in participants based on insulin index scores, however, we used serum creatinine and eGFR to determine the occurrence of CKD in participants, which is a common method to determine CKD in epidemiological studies. The gene discussed is INS; the disease is Nephropathy.