Given the high prevalence of diabetes in the family and both maternal grandparents having diabetes, we evaluated measures of insulin resistance (HOMA-IR) and beta cell function (DI) in family members with and without the PAX4 p.Tyr186X variant. Here, PAX4 is linked to Insulin resistance.