Among three types of liposomes, HDCA:ME-(1:1)-Lips significantly reduced the fasting blood glucose levels, improved glucose tolerance, and regulated biochemical indices (TC, TG, INS, GLP-1, SOD, CAT, and MDA) in type 2 diabetic mice. Here, GCG is linked to type 2 diabetes mellitus.