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. This evidence concerns the gene IL1RN and pulmonary arterial hypertension.