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Author Spotlight: Engineering Molecular Tools for Disease Detection and Imaging
Published on: December 8, 2023
Novel Urinary Peptidomic Classifier Predicts Incident Heart Failure.
Zhen-Yu Zhang1, Susana Ravassa2,3, Esther Nkuipou-Kenfack4
1Studies Coordinating Centre, Research Unit Hypertension and Cardiovascular Epidemiology, KU Leuven Department of Cardiovascular Sciences, University of Leuven, Belgium.
A novel urinary biomarker panel, the Heart Failure Predictor (HFP), shows promise for detecting preclinical cardiac dysfunction. This tool may improve heart failure risk stratification and patient management.
Area of Science:
- Biomarker Discovery
- Proteomics
- Cardiovascular Disease Research
Background:
- Early detection of preclinical cardiac dysfunction is crucial for managing left ventricular heart failure (HF).
- Novel biomarker panels can aid in early intervention and provide insights into HF pathophysiology.
Purpose of the Study:
- To identify novel peptide biomarkers in urine for the detection of preclinical cardiac dysfunction.
- To develop and validate a predictive classifier for heart failure (HF) progression.
Main Methods:
- Retrospective analysis of urinary proteomic profiles using mass spectrometry.
- Development of a Heart Failure Predictor (HFP) classifier based on 96 identified peptide biomarkers using support vector machine modeling.
- Independent validation of HFP's prognostic value in a cohort with asymptomatic diastolic dysfunction.
Main Results:
- Identification of 96 potentially HF-specific peptide biomarkers from urinary proteomic profiles.
- The HFP classifier demonstrated significant prognostic value (AUC=0.70, P=0.0047) in predicting HF progression, outperforming N-terminal pro b-type natriuretic peptide.
- HFP showed a significant hazard ratio (1.63, P=0.032) for HF progression per 1-SD increment.
Conclusions:
- The Heart Failure Predictor (HFP) is a novel urinary biomarker derived from the proteome.
- HFP may serve as a sensitive tool for improving risk stratification and patient management in heart failure.
- This biomarker aids in understanding the pathophysiology of heart failure.
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