LEP and obesity due to melanocortin 4 receptor deficiency: Thus, C-peptide, insulin, leptin, PAI, GIP, GLP-1, ghrelin, resistin, and visfatin are closely associated with carbohydrate and lipid metabolism and BMI in obese patients, which contributes to the formation of IR in obesity.