Among these, regression analysis found four well-established obesity associated genes that were positively correlated (CPE, LEP, NPY1R, and NPY5R), and two genes (APOM, and CRP) that were negatively correlated with weight gain. This evidence concerns the gene NPY1R and obesity due to melanocortin 4 receptor deficiency.