TMBIM4 is located within ±1 Mb of the SNP rs1531343 conferring susceptibility to T2DM, while NCKAP5L, TOMM5, and BAP1 are mapped within ±1 Mb of SNPs conferring susceptibility to obesity. Here, BAP1 is linked to obesity due to melanocortin 4 receptor deficiency.