Identification of noval diagnostic biomarker for HFpEF based on proteomics and machine learning

Abstract Background Heart failure with preserved ejection fraction (HFpEF) is a complex syndrome that currently lacks effective biomarkers for early diagnosis and treatment. This study seeks to identify new potential biomarkers for HFpEF using proteomics and machine learning. Methods Plasma samples...

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Bibliographic Details
Published in:Proteome Science
Main Authors: Muyashaer Abudurexiti, Salamaiti Aimaier, Nuerdun Wupuer, Dongqin Duan, Aihaidan Abudouwayiti, Meiheriayi Nuermaimaiti, Ailiman Mahemuti
Format: Article
Language:English
Published: BMC 2025-04-01
Subjects:
HFpEF
SERPINA3
Proteomics
Machine learning
Biomarker
Online Access:https://doi.org/10.1186/s12953-025-00242-7

Internet

https://doi.org/10.1186/s12953-025-00242-7

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