Among these DE-FRGs, PRDX1 and TNFAIP3 were the most promising diagnostic genes for IPAH and may play a corresponding role in IPAH by participating in the cell cycle, lysosomes, immune response, vascular smooth muscle contraction, and various diseases. Here, PRDX1 is linked to idiopathic pulmonary arterial hypertension.