Furthermore, we found nominal associations between obesity risk or BMI variation and the following SNPs: ENPP1 rs7754561, MC4R rs17782313 and NEGR1 rs2815752. Here, ENPP1 is linked to obesity due to melanocortin 4 receptor deficiency.