Since Adam12 and Cdh2 are the only candadiate gene in each of their QTL regions and further supported by the evidence from knockout and/or transgenic mice, we can safely establish these two QTL genes as casual genetic variants for atherogenic diet-induced obesity in natural inbred mouse populations. This evidence concerns the gene CDH2 and obesity due to melanocortin 4 receptor deficiency.