Meanwhile, in T2DM, the TYK2 promoter variant was linked to an increased incidence of diabetes and associated with dysfunctional insulin production [52, 53], whereas the T allele of COL4A3 was associated with T2DM with a protective role [54]. Here, TYK2 is linked to type 2 diabetes mellitus.