Therefore, this systematic review and meta-analysis aim to comprehensively evaluate the relationship between genetic variants in the coding region of MRAP2 and the risk of obesity across multiple population-based studies. The gene discussed is MRAP2; the disease is obesity due to melanocortin 4 receptor deficiency.