For example, a recent GWAS of serum CRP levels on 204,402 individuals found that adjusting for BMI significantly reduced the strength of association between CRP and well known obesity genes (FTO [27], TMEM18 [28], ABO, previously described genes for obesity) [29]. This evidence concerns the gene TMEM18 and obesity due to melanocortin 4 receptor deficiency.