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). Here, CSF3 is linked to pulmonary arterial hypertension.