TY - JOUR
T1 - Common Germline Risk Variants Impact Somatic Alterations and Clinical Features across Cancers
AU - Namba, Shinichi
AU - Saito, Yuki
AU - Kogure, Yasunori
AU - Masuda, Tatsuo
AU - Bondy, Melissa L.
AU - Gharahkhani, Puya
AU - Gockel, Ines
AU - Heider, Dominik
AU - Hillmer, Axel
AU - Jankowski, Janusz
AU - MacGregor, Stuart
AU - Maj, Carlo
AU - Melin, Beatrice
AU - Ostrom, Quinn T.
AU - Palles, Claire
AU - Schumacher, Johannes
AU - Tomlinson, Ian
AU - Whiteman, David C.
AU - Okada, Yukinori
AU - Kataoka, Keisuke
N1 - Funding Information:
The acknowledgments and the details of the participating consortia are included in the Supplementary Notes. S. Namba was supported by Takeda Science Foundation. Y. Saito was supported by JSPS KAKENHI (22K20808). S. MacGregor, D.C. Whiteman, and P. Gharahkhani were supported by Australian National Health and Medical Research Council Fellowships/Investigator grants. Y. Okada was supported by JSPS KAKENHI (22H00476), AMED (JP21gm4010006, JP22km0405211, JP22ek0410075, JP22km0405217, and JP22ek0109594), JST Moonshot R&D (JPMJMS2021 and JPMJMS2024), Takeda Science Foundation, and Bioinformatics Initiative of Osaka University Graduate School of Medicine, Osaka University. K. Kataoka was supported by AMED (JP21cm0106575 and JP22ama221510), JST Moonshot R&D (JPMJMS2022), the Uehara Memorial Foundation, and Keio University Academic Development Funds.
Publisher Copyright:
© 2022 The Authors; Published by the American Association for Cancer Research.
PY - 2023/1/1
Y1 - 2023/1/1
N2 - 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 ¼ 64,905) for 12 cancer types by multiple methods and calibrated them using the UK Biobank resources (n ¼ 335,048). Meta-analyses across cancer types in The Cancer Genome Atlas (n ¼ 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.
AB - 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 ¼ 64,905) for 12 cancer types by multiple methods and calibrated them using the UK Biobank resources (n ¼ 335,048). Meta-analyses across cancer types in The Cancer Genome Atlas (n ¼ 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.
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U2 - 10.1158/0008-5472.CAN-22-1492
DO - 10.1158/0008-5472.CAN-22-1492
M3 - Article
C2 - 36286845
AN - SCOPUS:85145492173
SN - 0008-5472
VL - 83
SP - 20
EP - 27
JO - Cancer Research
JF - Cancer Research
IS - 1
ER -