ArticleBiomedicines2026
Insulin Resistance Surrogates and Cognitive Impairment in Parkinson's Disease: A Cross-Sectional Study with Interpretable Machine Learning.
Hongming Liang, Yuru Jia, Hui Zhang, Danlei Wang, Haoheng Yu, Yongwen Yan, Jingyi Li, Liangkai Chen, Zheng Xue
Abstract read
In one paragraphArticle in Biomedicines, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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2 · The registryThe trial behind it
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5 · Who and what moneyAuthors and funding
9 authors.
Hongming LiangDepartment of General Practice, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China.ORCID 0000-0002-6473-9598 Yuru JiaDepartment of General Practice, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China.
Hui ZhangDepartment of Rehabilitation Medicine, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, China.
Danlei WangDepartment of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China.
Haoheng YuDepartment of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China.
Yongwen YanDepartment of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China.
Jingyi LiDepartment of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China.
Liangkai ChenDepartment of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China.ORCID 0000-0002-5227-4236 Zheng XueDepartment of General Practice, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China.ORCID 0000-0002-8204-9945 Funding
National Key Research and Development Program of China 2020YFC2006300National Natural Science Foundation of China 82003461National Natural Science Foundation of China 82301621National Natural Science Foundation of China 82471273Young Elite Scientists Sponsorship Program by China Association for Science and Technology YESS20210143
6 · The paper itselfAbstract
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Indexed as
dementiainsulin resistancemachine learningnomogramParkinson’s diseaseSHAP
Identifiers
PMID41898140
PMCPMC13023561
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