The PPI network, univariate Cox regression, and LASSO analysis of the DEOGs identified a total of seven genes (PLAU, CXCL10, CXCL9, MET, IL1RN, PAH, and PKD1) as hub prognosis-associated genes for further exploration. Here, PKD1 is linked to pulmonary arterial hypertension.