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

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
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
Series:Proteome Science
Subjects:
HFpEF
SERPINA3
Proteomics
Machine learning
Biomarker
Online Access:https://doi.org/10.1186/s12953-025-00242-7
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