The expression of CD29 was significantly lower on CMs (p < 0.001), IMs (p < 0.001), and NCMs (p = 0.0054) in patients with obesity compared with healthy controls (Fig. 5D). Here, ITGB1 is linked to obesity due to melanocortin 4 receptor deficiency.