The underlying mechanism that induced an immunosuppressive local microenvironment in obesity was the recruitment of MDSCs through the CCL9/CCR1 axis and enhancement of MDSC immunosuppressive function via intracellular fatty acid uptake. This evidence concerns the gene CCR1 and obesity due to melanocortin 4 receptor deficiency.