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Authors
Wang, Shijia
Liao, Yingxin
Xue, Zhijun
Huang, Yuxiang
Yu, Chao
Chen, Xuechen
Yang, Qiaoqiao
Zhang, Peiting
Zhou, Mengyu
Deng, Yuqing
Ling, Wenhua
Chen, Xu
Xue, Hongliang https://orcid.org/0000-0002-9437-6396
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Funding
Funding for this research was provided by:
National Natural Science Foundation of China (82304130)
Guangzhou Municipal Research Collaborative Innovation Projects (SL2023A04J01145)
The Hong Kong Polytechnic University
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Article History
Received: 7 January 2026
Accepted: 14 February 2026
First Online: 22 July 2026
Declarations
Conflict of interest: The Shijia Wang, Yingxin Liao, Zhijun Xue, Yuxiang Huang, Chao Yu, Xuechen Chen, Qiaoqiao Yang, Peiting Zhang, Mengyu Zhou, Yuqing Deng, Wenhua Ling, Xu Chen and Hongliang Xue, authors declare no conflict of interest. The Graphical abstract was drawn via BioGDP ( ) [ ].
Ethics approval and consent to participate: UK Biobank obtained ethical approval from the North West Multicenter Research Ethics Committee (ref 21/NW/0157), and all participants signed written consent.
