Among the extensive cytokine and chemokine families, our results specifically highlighted CCL5 as a key factor in the inflammatory response in IPAH, as determined through the integration of microarray analyses, scRNA-seq and animal modeling. The gene discussed is CCL5; the disease is idiopathic pulmonary arterial hypertension.