In this review article, we summarize and interpret studies examining the role of ATX, LPA receptors, and LPP3 in energy homeostasis and insulin function with an emphasis on diet-induced obesity. This evidence concerns the gene PLPP3 and obesity due to melanocortin 4 receptor deficiency.