PoPH macrophage clusters also demonstrated a unique signature, with increased CXCL2 and CD163 expression, and diminished MIF expression, relative to non-PoPH cirrhosis macrophage clusters (Supplementary Fig. 5). The gene discussed is CXCL2; the disease is Pulmonary arterial hypertension associated with portal hypertension.