Here, the authors show SHLP2’s protective effect against obesity and its mechanisms of action by binding to CXCR7 and activating hypothalamic neurons that regulate food intake, energy expenditure, and glucose homeostasis. This evidence concerns the gene MT-RNR2 and obesity due to melanocortin 4 receptor deficiency.