Microelements and biochemical biomarkers-based machine learning for predicting adverse pregnancy outcomes in Wilson’s disease: risk stratification by integrating hepatic fibrosis and cerebral function

Microelements imbalance and hepatic fibrosis are associated with the risk of APOs in WD patients. The GLM, except for WD patients with cerebral dysfunction, serves as a reliable and generalizable predictive tool for APOs.

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Publication Details

Journal
Frontiers in Nutrition
Published
2026-02-17
DOI
https://doi.org/10.3389/fnut.2026.1768588
Primary Topic
Trace Elements in Health
Type
article
Field-Weighted Citation Impact
0.00

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article

Microelements and biochemical biomarkers-based machine learning for predicting adverse pregnancy outcomes in Wilson’s disease: risk stratification by integrating hepatic fibrosis and cerebral function

Yan Xu, Yong-guang Shi, Yi-Xiang Wang, Xu-en Yu et al.
Frontiers in Nutrition
Trace Elements in Health
article

Microelements and biochemical biomarkers-based machine learning for predicting adverse pregnancy outcomes in Wilson’s disease: risk stratification by integrating hepatic fibrosis and cerebral function

Yan Xu, Yong-guang Shi, Yi-Xiang Wang, Xu-en Yu, Qing-qing Ming, Jun-cang Wu, Xu Zhang
article en

Abstract

Microelements imbalance and hepatic fibrosis are associated with the risk of APOs in WD patients. The GLM, except for WD patients with cerebral dysfunction, serves as a reliable and generalizable predictive tool for APOs.

Frontiers in NutritionVol. 13
Anhui Medical University (CN), Anhui University of Traditional Chinese Medicine (CN), First Affiliated Hospital of Anhui Medical University (CN), Second Affiliated Hospital of Anhui Medical University (CN)
National Natural Science Foundation of China, Natural Science Foundation of Anhui Province, Postdoctoral Research Foundation of China
Good health and well-being
Openalex Percentile: Top 51%
Trace Elements in Health
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