Ethics statement
This prospective cohort study was approved by the Ethical Committee of West China Hospital, Sichuan University (No. 2019-166). Written informed consent of the Chinese cohort was obtained from each participant. This prospective Chinese cohort study was registered in the Chinese Clinical Trial Registry (URL:
https://www.chictr.org.cn/searchprojEN.html; Registry number: ChiCTR1900022965).
Acknowledgments
This work was supported by grants from the Natural Science Foundation of China (grant No. 82202248), the Natural Science Foundation of Sichuan Province (grant No. 23NSFSC4589), and 1·3·5 projects for Artificial Intelligence, West China Hospital, Sichuan University (grant No. ZYAI24003). The authors thank Dr. Daniel Reichart from the Gene Center Ludwig-Maximilians-Universität München for helping us to provide suggestions and revise the manuscript. The analyses were conducted on the Research Analysis Platform (
https://ukbiobank.dnanexus.com). This research has been conducted using the UK Biobank Resource under application number 31224. In addition, we extend our gratitude to the Genome Sequencing of Rare Disease-100K WCH Project participants for their involvement in this study. G.V.G. and D.R. acknowledge support from the NIHR Birmingham HPRU, NIHR Birmingham BRC, Nanocommons H2020-EU (731032), MAESTRIA (grant agreement ID 965286), CRUCK (PRCNPG-Nov23/100001), HYPERMARKER (grant agreement ID 101095480), PARC (grant Agreement No 101057014), and the MRC Heath Data Research UK (HDRUK/CFC/01) and HDRUK midlands regional community project (QQ2), initiatives funded by UK Research and Innovation, Department of Health and Social Care (England) and the devolved administrations, and leading medical research charities. The views expressed in this publication are those of the authors and not necessarily those of the NHS, the National Institute for Health Research, the Medical Research Council, or the Department of Health.
Author contributions
Jie Wang (Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing—original draft, Writing—review & editing), Dominic Russ (Data curation, Formal analysis, Methodology, Resources, Software, Visualization, Writing—original draft), Yongsan Yang (Data curation, Formal analysis, Methodology, Validation, Visualization, Writing—original draft, Writing—review & editing), Lutong Pu (Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing—original draft), Mengdi Yu (Data curation, Formal analysis, Investigation, Methodology, Writing—original draft), Jinquan Zhang (Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing—original draft), Jiajun Guo (Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing—review & editing), Yuanwei Xu (Data curation, Investigation, Methodology, Validation, Visualization, Writing—review & editing), Ke Wan (Data curation, Formal Analysis, Investigation, Methodology, Validation, Visualization, Writing—review & editing), Heng Xu (Conceptualization, Formal analysis, Methodology, Supervision, Writing—review & editing), Yuchi Han (Conceptualization, Methodology, Project administration, Supervision, Writing—review & editing), Georgios V. Gkoutos (Conceptualization, Project administration, Resources, Supervision, Validation, Writing—review & editing), and Yucheng Chen (Conceptualization, Data curation, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing—review & editing)
Supplementary data
Supplementary data are available at PCMEDI online.
Conflict of interest
None declared. In addition, as an Editorial Board Member of Precision Clinical Medicine, the corresponding author G.V.G. was blinded from reviewing and making decisions on this manuscript.
Data availability
Data from the UKB (
https://www.ukbiobank.ac.uk/use-our-data/apply-for-access/) are available to all researchers upon making an application. This research has been conducted using the UK Biobank Resource under application number 31224. In addition, data from the Chinese cohort are available under accession numbers GVM000832 and GVM000833 via the Genome Variation Map (GVM) at the National Genomics Data Center, Beijing Institute of Genomics, Chinese Academy of Sciences, and China National Center for Bioinformation (China). While restrictions apply due to licensing agreements, external researchers may request access through the corresponding author (Y.C.), subject to approval by the West China Hospital Ethics Committee and compliance with data transfer agreements.