MC4R and obesity due to melanocortin 4 receptor deficiency: However, in non-monogenic obesity, genome-wide association studies (GWAS) showed a relatively weak association between adiposity and genetic regions related to the melanocortin system, particularly the MC4R gene20, 21, 22.