Common Germline Risk Variants Impact Somatic Alterations and Clinical Features across Cancers

Author:

Namba Shinichi1ORCID,Saito Yuki23ORCID,Kogure Yasunori2ORCID,Masuda Tatsuo145ORCID,Bondy Melissa L.6ORCID,Gharahkhani Puya7ORCID,Gockel Ines8ORCID,Heider Dominik9ORCID,Hillmer Axel10ORCID,Jankowski Janusz1112ORCID,MacGregor Stuart7ORCID,Maj Carlo13ORCID,Melin Beatrice14ORCID,Ostrom Quinn T.151617ORCID,Palles Claire18ORCID,Schumacher Johannes19ORCID,Tomlinson Ian20ORCID,Whiteman David C.21ORCID,Okada Yukinori12223242526ORCID,Kataoka Keisuke227ORCID

Affiliation:

1. 1Department of Statistical Genetics, Osaka University Graduate School of Medicine, Suita, Japan.

2. 2Division of Molecular Oncology, National Cancer Center Research Institute, Tokyo, Japan.

3. 3Department of Gastroenterology, Keio University School of Medicine, Tokyo, Japan.

4. 4Department of Obstetrics and Gynecology, Osaka University Graduate School of Medicine, Osaka, Japan.

5. 5StemRIM Institute of Regeneration-Inducing Medicine, Osaka University, Osaka, Japan.

6. 6Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, California.

7. 7Statistical Genetics Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia.

8. 8Department of Visceral, Transplant, Thoracic and Vascular Surgery, University Hospital of Leipzig, Leipzig, Germany.

9. 9Department of Mathematics and Computer Science, University of Marburg, Marburg, Germany.

10. 10Institute of Pathology, University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany.

11. 11Office of Vice President Research and Innovation, Laucala Bay Campus, University of South Pacific, Suva, Fiji.

12. 12Institute for Clinical Trials, University College London, Holborn, London.

13. 13Institute for Genomic Statistics and Bioinformatics, Medical Faculty, University of Bonn, Bonn, Germany.

14. 14Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden.

15. 15Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina.

16. 16The Preston Robert Tisch Brain Tumor Center, Duke University School of Medicine, Durham, North Carolina.

17. 17Duke Cancer Institute, Duke University Medical Center, Durham, North Carolina.

18. 18Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom.

19. 19Center for Human Genetics, University Hospital of Marburg, Marburg, Germany.

20. 20Edinburgh Cancer Research Centre, IGMM, University of Edinburgh, Crewe Road, Edinburgh, United Kingdom.

21. 21Cancer Control, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia.

22. 22Department of Genome Informatics, Graduate School of Medicine, the University of Tokyo, Tokyo, Japan.

23. 23Laboratory for Systems Genetics, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan.

24. 24Laboratory of Statistical Immunology, Immunology Frontier Research Center (WPI-IFReC), Osaka University, Suita, Japan.

25. 25Integrated Frontier Research for Medical Science Division, Institute for Open and Transdisciplinary Research Initiatives, Osaka University, Suita, Japan.

26. 26Center for Infectious Disease Education and Research (CiDER), Osaka University, Suita, Japan.

27. 27Division of Hematology, Department of Medicine, Keio University School of Medicine, Tokyo, Japan.

Abstract

Abstract Aggregation of genome-wide common risk variants, such as polygenic risk score (PRS), can measure genetic susceptibility to cancer. A better understanding of how common germline variants associate with somatic alterations and clinical features could facilitate personalized cancer prevention and early detection. We constructed PRSs from 14 genome-wide association studies (median n = 64,905) for 12 cancer types by multiple methods and calibrated them using the UK Biobank resources (n = 335,048). Meta-analyses across cancer types in The Cancer Genome Atlas (n = 7,965) revealed that higher PRS values were associated with earlier cancer onset and lower burden of somatic alterations, including total mutations, chromosome/arm somatic copy-number alterations (SCNA), and focal SCNAs. This contrasts with rare germline pathogenic variants (e.g., BRCA1/2 variants), showing heterogeneous associations with somatic alterations. Our results suggest that common germline cancer risk variants allow early tumor development before the accumulation of many somatic alterations characteristic of later stages of carcinogenesis. Significance: Meta-analyses across cancers show that common germline risk variants affect not only cancer predisposition but the age of cancer onset and burden of somatic alterations, including total mutations and copy-number alterations.

Funder

Takeda Science Foundation

Japan Society for the Promotion of Science

National Health and Medical Research Council

Japan Agency for Medical Research and Development

Moonshot Research and Development Program

Osaka University

Uehara Memorial Foundation

Keio University

Publisher

American Association for Cancer Research (AACR)

Subject

Cancer Research,Oncology

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