Twin-based bivariate GWAS identified TMEM196, TENM4, and functional variants in GNGT2 and SDCBP as shared genetic determinants linking obesity and HTN in the northern Chinese population. The gene discussed is GNGT2; the disease is obesity due to melanocortin 4 receptor deficiency.