Thus, in patients with T2DM on an empty stomach and/or after a test breakfast, C-peptide, insulin, GIP, GLP-1, glucagon, ghrelin, leptin, PAI-1, and resistin were higher than those in obese patients without T2DM. Here, GIP is linked to type 2 diabetes mellitus.