Subsequent validation in two additional PAH datasets led us to highlight five potential biomarkers (CTNNB1, MAPK3, ITGB1, HSP90AA1, and DDX5) with promising diagnostic significance for IPAH. The gene discussed is CTNNB1; the disease is idiopathic pulmonary arterial hypertension.