The RP11-392O17.1 Tier-1 SNPs display a much stronger association with female rather than male obesity [13], and gender bias was also found for FAM13A, PEMT, and ZBED3-AS1 Tier-1 SNPs (Supplementary Table S4). Here, FAM13A is linked to obesity due to melanocortin 4 receptor deficiency.