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Using the Plasma Proteome for Risk Stratifying Patients with Pulmonary Arterial Hypertension
Christopher J Rhodes1, John Wharton1, Emilia M Swietlik2
1National Heart and Lung Institute, Imperial College London, London, United Kingdom.
Insights
New protein biomarkers improve pulmonary arterial hypertension (PAH) prognosis. A six-protein signature enhances risk prediction beyond NT-proBNP, aiding patient management and therapeutic response assessment.
Area of Science:
- Cardiovascular Medicine
- Proteomics
- Biomarker Discovery
Background:
- N-terminal pro-brain natriuretic peptide (NT-proBNP) is a cardiac biomarker for pulmonary arterial hypertension (PAH) risk stratification.
- NT-proBNP has limitations in detecting early vascular pathology in PAH.
- Systemic or vascular biomarkers may offer complementary prognostic information for PAH management.
Purpose of the Study:
- To identify novel protein biomarkers for pulmonary arterial hypertension (PAH) prognosis.
- To find proteins that complement existing NT-proBNP and clinical risk scores.
- To develop a proteomic signature for improved PAH risk stratification.
Main Methods:
- Aptamer-based proteomic assay (SomaScan v4) analyzed plasma from 357 UK PAH patients and 79 French EFORT study patients.
- Proteins were assessed for prognostic value independent of 6-minute-walk distance and NT-proBNP.
- Least absolute shrinkage and selection operator (LASSO) modeling identified key proteins, and a six-protein score was validated.
Main Results:
- Thirty-one proteins showed prognostic significance independent of NT-proBNP and 6-minute-walk distance in the discovery cohort.
- A validated six-protein score predicted 5-year mortality with AUCs of 0.73 (baseline) and 0.84 (follow-up).
- The protein score improved 5-year outcome prediction when added to NT-proBNP (AUC increased from 0.762 to 0.818).
Conclusions:
- The plasma proteome provides prognostic information in PAH beyond established clinical factors.
- A six-protein signature offers enhanced risk stratification for pulmonary arterial hypertension.
- This proteomic approach may yield more sensitive measures of treatment response in PAH.
Abstract:
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 × 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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