Overall, we identified signals of selection acting on the derived allele of the abdominal obesity GWAS missense variant in TBX15, a master regulator of SAT gene expression, with downstream trans effects on adipocyte expression of multiple genes, including genes that link to adipocyte hypertrophy, a metabolically unhealthy consequence of obesity. The gene discussed is TBX15; the disease is Obesity.