Family member II-3, who does not have diabetes and does not carry the p.Tyr186X variant, has the highest beta cell function as measured by the DI whilst those carrying the PAX4 variant (II-11 and II-7) have markedly reduced function (Fig. 1g). The gene discussed is PAX4; the disease is diabetes mellitus.