The strongest reported SNP associations for BMI are provided by rs1558902 (FTO) and rs13021737 (TMEM18), which have a well-established impact on obesity (Frayling et al, 2007; Rohde et al, 2014). This evidence concerns the gene TMEM18 and obesity due to melanocortin 4 receptor deficiency.