Development of cardiovascular and all-cause mortality risk prediction models for maintenance hemodialysis patients based on metabolomics

Development of cardiovascular and all-cause mortality risk prediction models for maintenance hemodialysis patients based on metabolomics

Abstract Introduction The outcome of maintenance hemodialysis (MHD) remains poor, with cardiovascular death accounting for more than half of all-cause death cases. In this study, cardiovascular mortality and all-cause mortality prediction models were developed to investigate the predictive role of m...

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Bibliographic Details
Main Authors: Lian-Lian You, Cui Dong, Zhi-Hong Wang, Shuang Zhang, Yu Zhang, Ting-Ting Kuai, Jia Xiao, Shu-Xin Liu, Qing-Cheng Zeng
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Nephrology
Subjects:
All-cause mortality
Cardiovascular mortality
Maintenance hemodialysis
Metabolomics
Prediction model
Online Access:https://doi.org/10.1186/s12882-025-04291-0
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https://doi.org/10.1186/s12882-025-04291-0

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