INS and Insulin resistance: Interestingly, while overexpression of IRF5 has been linked to insulin [14–16, 35, 36] a condition that predisposes to or often coexists with renal disease, our results indicate that the genetic associations with renal disease are independent of insulin resistance, as they remained significant after adjustments for glycemia and diabetes/impaired fasting glycemia status.