Using PheGenI, we found an eQTL overlapping Upp2 (uridine phosphorylase 2) that is associated with several phenotypes, including cardiovascular disease, atherosclerosis, stroke and obesity. Here, UPP2 is linked to obesity due to melanocortin 4 receptor deficiency.