Thereafter, a LASSO algorithm was employed for specific OS gene range shrinkage (Figures 6B,C), and seven hub OS genes (PLAU, CXCL10, CXCL9, MET, IL1RN, PAH, and PKD1) were ultimately selected to compute the risk score. The gene discussed is PKD1; the disease is pulmonary arterial hypertension.