In conclusion, bioinformatics analysis showed that the disease progression of CTEPH is closely related to hub genes (IL-1B, CXCL8, CCL22, CCL5, CCL20, TNF, IL-12B, JUN, EP300, CCL4). Here, JUN is linked to chronic thromboembolic pulmonary hypertension.