PAX4 and type 2 diabetes mellitus: While we were unable to determine the direct cause of the altered metabolic signature observed in EPs or whether the variants were a direct cause of the metabolic signature, it is tempting to hypothesize that the inferior beta cells resulting from the PAX4 variants, compounded with cellular metabolic stress, hasten the eventual progression toward T2D development.