However, the observed association is more likely to be due to the strong linkage disequilibrium of rs1528133 with SNPs in the highly conserved 3′ end of the TUB gene (Figure S1), since the mutations in this part of TUB are known to cause obesity in tubby mice [6], [24]. Here, TUB is linked to obesity due to melanocortin 4 receptor deficiency.