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. This evidence concerns the gene HSP90AA1 and idiopathic pulmonary arterial hypertension.