We have identified FBLN2 and PDGFD as new candidate risk genes for adult-onset IPAH, accounting for 0.26% and 0.35% of 2318 IPAH cases in the US/UK combined cohort, respectively. The gene discussed is PDGFD; the disease is idiopathic pulmonary arterial hypertension.