Cell-free plasma telomere length correlated with the risk of cardiovascular events using machine learning classifiers

Abstract This retrospective study explored the association between circulating cell-free plasma telomere length (cf-TL) and coronary artery disease (CAD) and heart failure (HF). Data from 518 participants were collected, including clinical and laboratory data. cf-TL was measured in plasma samples an...

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Autors principals: Mengjun Dai, Kangbo Li, Mesud Sacirovic, Claudia Zemmrich, Oliver Ritter, Peter Bramlage, Anja Bondke Persson, Eva Buschmann, Ivo Buschmann, Philipp Hillmeister
Format: Artigo
Idioma:Inglês
Publicat: Nature Portfolio 2024-12-01
Col·lecció:Scientific Reports
Matèries:
Coronary artery disease
Machine learning
Heart failure
SHAP
Telomere length
Accés en línia:https://doi.org/10.1038/s41598-024-76686-2
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