Exploring the link between the ZJU index and sarcopenia in adults aged 20–59 using NHANES and machine learning

Exploring the link between the ZJU index and sarcopenia in adults aged 20–59 using NHANES and machine learning

Abstract Sarcopenia, characterized by progressive loss of muscle mass and function, is a growing public health concern. The ZJU index, a novel metabolic marker, integrates lipid metabolism and glucose regulation parameters. While its association with metabolic disorders has been established, its rel...

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Bibliographic Details
Main Authors: Huan Chen, Ning Du, Hong Xiao, Zhao Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Sarcopenia
ZJU index
Machine learning
Random forest
SHAP
Boruta algorithm
Online Access:https://doi.org/10.1038/s41598-025-01124-w
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https://doi.org/10.1038/s41598-025-01124-w

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