PAEP and pulmonary arterial hypertension: MK, VSFATIN, GAS, and TWEAK signaling pathways occupied a dominant position in the PAH group, while ANGPTL, CALCR, GDF, and CSF3 signaling pathways were specifically enriched in the control group (Fig. 3C).