Random forest classification identified Endostatin and CXCL4 as the most predictive classifiers to distinguish systemic sclerosispulmonary hypertension from systemic sclerosis-no pulmonary hypertension. The gene discussed is COL18A1; the disease is pulmonary arterial hypertension.