MMP-3 Lys45Glu (A/G), MMP-7 (-181A/G), and MMP-12 (-82A/G) variants were associated with obesity and its anthropometric indicators. This evidence concerns the gene MMP7 and obesity due to melanocortin 4 receptor deficiency.