Interestingly, this protein panel showed higher accuracy in identifying PAH-SSc patients than NT pro-BNP alone, suggesting that the ML algorithm may detect PAH before the onset of cardiac stress. The gene discussed is NPPB; the disease is systemic sclerosis.