This large GWAS identified 107 BP loci (32 novel), notably NOX4, ADAMTS7, and PDE5A, revealing vascular and signaling pathways underlying HTN and potential therapeutic targets for precision cardiovascular medicine. Here, PDE5A is linked to hypertensive disorder.