SPHK1 and type 2 diabetes mellitus: In addition, in vivo over-expression of SphK1 gene in KK/Ay type 2 diabetic mice [81] or treatment mice under high fat diet with S1P analog [82] reduced the deleterious appearance of insulin resistance and T2D.