The new PAH candidate risk genes identified in the current study, KLK1 and GGCX, are both expressed in the lung and vascular tissues and play important roles in vascular hemodynamics and inflammation, but have not been implicated in PAH previously. This evidence concerns the gene KLK1 and pulmonary arterial hypertension.