Our study used loss- and gain-of-function approaches to reveal the role of adipose tissue CCL5 in M-MDSCs subpopulation and trans-differentiation of tissue macrophages in obesity-induced adipose tissue inflammation. Here, CCL5 is linked to obesity due to melanocortin 4 receptor deficiency.