While many mechanisms (VAT cytokines, insulin resistance, hypertension, dyslipidemia) are common to the etiology of CKD, IgAN is unique due to its immune-mediated mechanisms (Gd-IgA1, BAFF/APRIL, complement). Here, IGHA1 is linked to Insulin resistance.