Using snRNAseq and pathway analysis, we failed to find strong evidence that low circulating BMP9 levels in PoPH were due to hepatic differential expression of the GDF2 or ENG genes themselves. The gene discussed is GDF2; the disease is Pulmonary arterial hypertension associated with portal hypertension.