Furthermore, we found that genotypes/haplotypes around the MMP1 locus interacted with obesity to set the MMP1 level, with the association occurring predominantly in non-obese subjects. This evidence concerns the gene MMP1 and obesity due to melanocortin 4 receptor deficiency.