4.7 Article

Using the Plasma Proteome for Risk Stratifying Patients with Pulmonary Arterial Hypertension

Journal

Publisher

AMER THORACIC SOC
DOI: 10.1164/rccm.202105-1118OC

Keywords

biomarkers; prognosis; clinical outcomes

Funding

  1. National Institute for Health Research (NIHR)
  2. UK Medical Research Council [MR/K020919/1]
  3. Assistance Publique-Hopitaux de Paris, INSERM, University Paris-Sud
  4. Agence Nationale de la Recherche (Departement Hospitalo-Universitaire Thorax Innovation
  5. LabEx LERMIT) [ANR-10-LABX-0033]
  6. Agence Nationale de la Recherche (Departement Hospitalo-Universitaire Thorax Innovation
  7. RHU BIO-ART LUNG 2020) [ANR-15-RHUS-0002]
  8. British Heart Foundation Centre for Research Excellence award [RE/18/4/34215]
  9. BHF Intermediate Basic Science Research fellowship [FS/15/59/31839]
  10. Academy of Medical Sciences Springboard fellowship [SBF004\1095]
  11. BHF [FS/18/52/33808]
  12. [SP/18/10/33975]
  13. Agence Nationale de la Recherche (ANR) [ANR-10-LABX-0033] Funding Source: Agence Nationale de la Recherche (ANR)

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In this study, an aptamer-based assay was used to identify prognostic proteins in patients with pulmonary arterial hypertension (PAH) that complement NT-proBNP and clinical risk scores. The results showed that these proteins could provide a more sensitive measure of therapeutic response and improved the prediction of 5-year outcomes in PAH patients.
Rationale: NT-proBNP (N-terminal pro-brain natriuretic peptide), a biomarker of cardiac origin, is used to risk stratify patients with pulmonary arterial hypertension (PAH). Its limitations include poor sensitivity to early vascular pathology. Other biomarkers of vascular or systemic origin may also be useful in the management of PAH. Objectives: Identify prognostic proteins in PAH that complement NT-proBNP and clinical risk scores. Methods: An aptamer-based assay (SomaScan version 4) targeting 4,152 proteins was used to measure plasma proteins in patients with idiopathic, heritable, or drug-induced PAH from the UK National Cohort of PAH (n = 357) and the French EFORT (Evaluation of Prognostic Factors and Therapeutic Targets in PAH) study (n = 79). Prognostic proteins were identified in discovery-replication analyses of UK samples. Proteins independent of 6-minute-walk distance and NT-proBNP entered least absolute shrinkage and selection operator modeling, and the best combination in a single score was evaluated against clinical targets in EFORT. Measurements and Main Results: Thirty-one proteins robustly informed prognosis independent of NT-proBNP and 6-minute-walk distance in the UK cohort. A weighted combination score of six proteins was validated at baseline (5-yr mortality; area under the curve [AUC], 0.73; 95% confidence interval [CI], 0.63-0.85) and follow-up in EFORT (AUC, 0.84; 95% CI, 0.75-0.94; P = 9.96 x 10(-6)). The protein score risk stratified patients independent of established clinical targets and risk equations. The addition of the six-protein model score to NT-proBNP improved prediction of 5-year outcomes from AUC 0.762 (0.702-0.821) to 0.818 (0.767-0.869) by receiver operating characteristic analysis (P = 0.00426 for difference in AUC) in the UK replication and French samples combined. Conclusions: The plasma proteome informs prognosis beyond established factors in PAH and may provide a more sensitive measure of therapeutic response.

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