Yang, Wenzhuo
Pan, Lin
Xie, Haoqun
Deng, Jialin
Li, Yifan
Hu, Yu
Zhang, Yihe
Sun, Kaijun
Chen, Hongyu
Yang, Laiyu
Chen, Zijian
Yu, Bincheng
Chen, Leyan
Zhao, Zibing
Mou, Yonggao
Chen, Yinsheng
Zhong, Sheng
Funding for this research was provided by:
National Natural Science Foundation of China (82303310)
Article History
Received: 12 November 2025
Accepted: 7 August 2026
First Online: 17 August 2026
Declarations
Ethics approval and consent to participate: This study exclusively used publicly available summary-level data from previously approved genome-wide association studies, as well as individual-level data from the UK Biobank cohort. All contributing GWAS cohorts obtained informed consent from participants and received ethics approval from their respective institutional review boards. The UK Biobank study was approved by the North West Multi-centre Research Ethics Committee (MREC approval number: 11/NW/0382), and all participants provided written informed consent at recruitment.
Consent for publication: Not applicable.
Competing interests: The authors declare no competing interests.