Additionally, correlation analysis showed that CTRP7 is positively correlated with obesity, glucose level, lipid level, and IR and is an independent influential factor for IGT and T2DM. This evidence concerns the gene C1QTNF7 and obesity due to melanocortin 4 receptor deficiency.