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Authors
Huang, Zhiguang
Yi, Xinyao
Liu, Xinchang
He, Yan
Huang, Jian
Liang, Shaolin
Ming, Wai-kit
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Funding
Funding for this research was provided by:
SIRG-CityU Strategic Interdisciplinary Research Grant (No.7020093)
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Article History
Received: 23 May 2025
Accepted: 20 January 2026
First Online: 21 February 2026
Declarations
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: All the UK Biobank participants gave written informed consent before data collection. The UK Biobank has full ethical approval from the NHS National Research Ethics Service (reference number:16/NW/0274). The UK Biobank study was conducted in accordance with the Declaration of Helsinki. All participants provided written informed consent to participate in the study. This research was conducted using UK Biobank resource under project number 105783.
: Not applicable.
: The authors declare no competing interests.
