There were differences even within subtypes of PAH, where CHD cells showed increased signaling related to Notch4 and RUNX1 and IPAH cells were enriched for extracellular matrix breakdown and signaling to smooth muscle. Here, RUNX1 is linked to pulmonary arterial hypertension.