Three BMI-increasing alleles of SNPs in or near TMEM18 and PCSK1 were nominally associated with increased risk of obesity (OR was 1.45 and 1.23, P = 0.002 on a binomial test) (Table 3). The gene discussed is TMEM18; the disease is obesity due to melanocortin 4 receptor deficiency.