We analyzed five closely linked SNPs located near MMP genes on chromosome 11q21-22 in an attempt to elucidate the genetic determinants of circulating MMP1 levels in Taiwanese and perform interaction analysis for obesity. Here, MMP1 is linked to obesity due to melanocortin 4 receptor deficiency.