The homeobox gene, HOXD8, and the HOX-related long-noncoding RNA, HOTAIRM locus, may also warrant further investigation with regard to the dysfunction of adipose tissue in severe obesity, as DMRs in these two loci were only observed in the before weight loss comparison. The gene discussed is LBX1; the disease is obesity due to melanocortin 4 receptor deficiency.