While T2DM has higher association scores with aldosterone-regulated sodium reabsorption pathway, carbohydrate digestion and absorption pathway, salivary secretion, insulin signaling pathway and GnRH signaling pathway. This evidence concerns the gene GNRH1 and type 2 diabetes mellitus.