NCAM1 and obesity due to melanocortin 4 receptor deficiency: Our findings suggest that classical monocytes, intermediate monocytes, CD56+ monocytes, and M-MDSCs but not non-classical monocytes, are expanded and contribute to monocytosis in human obesity (Figure 4A).