Responsible use of polygenic risk scores in the clinic: potential benefits, risks and gaps
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Adeyemo, Adebowale
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Responsible use of polygenic risk scores in the clinic: potential benefits, risks and gaps
Author
- Adeyemo, Adebowale;
- Balaconis, Mary K.;
- Darnes, Deanna R.;
- Fatumo, Segun;
- Granados Moreno, Palmira;
- Hodonsky, Chani J.;
- Inouye, Michael;
- Kanai, Masahiro;
- Kato, Kazuto;
- Knoppers, Bartha M.;
- Lewis, Anna C. F.;
- Martin, Alicia R.;
- McCarthy, Mark I.;
- Meyer, Michelle N.;
- Okada, Yukinori;
- Richards, J. Brent;
- Richter, Lucas;
- Ripatti, Samuli;
- Rotimi, Charles N.;
- Sanderson, Saskia C.;
- Sturm, Amy C.;
- Verdugo Salgado, Ricardo Alejandro;
- Widen, Elisabeth;
- Willer, Cristen J.;
- Wojcik, Genevieve L.;
- Zhou, Alicia;
Abstract
Polygenic risk scores (PRSs) aggregate the many small effects of alleles across the human genome to estimate the risk of a disease or disease-related trait for an individual. The potential benefits of PRSs include cost-effective enhancement of primary disease prevention, more refined diagnoses and improved precision when prescribing medicines. However, these must be weighed against the potential risks, such as uncertainties and biases in PRS performance, as well as potential misunderstanding and misuse of these within medical practice and in wider society. By addressing key issues including gaps in best practices, risk communication and regulatory frameworks, PRSs can be used responsibly to improve human health. Here, the International Common Disease Alliance's PRS Task Force, a multidisciplinary group comprising expertise in genetics, law, ethics, behavioral science and more, highlights recent research to provide a comprehensive summary of the state of polygenic score research, as well as the needs and challenges as PRSs move closer to widespread use in the clinic.
As polygenic risk scores move closer to widespread clinical use, this Perspective summarizes the benefits, risks and challenges to be overcome.
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United States Department of Health & Human Services
National Institutes of Health (NIH) - USA HL135824
HL109946
HL127564
R00 MH117229
Ministry of Education, Culture, Sports, Science and Technology, Japan (MEXT)
Japan Society for the Promotion of Science
Grants-in-Aid for Scientific Research (KAKENHI) 19H01021
20K21834
AMED JP21km0405211
JP21ek0109413
JP21gm4010006
JP21km0405217
JP21ek0410075
JST Moonshot RD JPMJMS2021
Academy of Finland 312062
336820
Horizon 2020 Research and Innovation Programme 101016775
PERSPECTIVE IAMP;I project - Government of Canada through Genome Canada
Canadian Institutes of Health Research (CIHR)
Ministere de l'Economie et de l'Innovation du Quebec through Genome Quebec
Quebec Breast Cancer Foundation
CHU de Quebec Foundation
Ontario Research Fund
Canada Research Chair in Law and Medicine
Open Philanthropy 010623-00001
Russell Sage Foundation
JPB Foundation 1903-13498
United States Department of Health & Human Services
National Institutes of Health (NIH) - USA
NIH National Institute on Aging (NIA) R01AG042568-04
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Canadian Institutes of Health Research (CIHR) CIHR: 365825
409511
100558
169303
McGill Interdisciplinary Initiative in Infection and Immunity (MI4)
Lady Davis Institute of the Jewish General Hospital
Jewish General Hospital Foundation
Canada Foundation for Innovation
United States Department of Health & Human Services
National Institutes of Health (NIH) - USA
Cancer Research UK
Genome Quebec
Public Health Agency of Canada
McGill University
Cancer Research UK C18281/A29019
Fonds de Recherche Quebec Sante (FRQS)
FRQS Merite Clinical Research Scholarship
Calcul Quebec
Compute Canada
Wellcome Trust
UK Research & Innovation (UKRI)
Medical Research Council UK (MRC)
European Commission
European Commission
National Institute for Health Research (NIHR)
Munz Chair of Cardiovascular Prediction and Prevention
Victorian Government's Operational Infrastructure Support (OIS) program
UK Research & Innovation (UKRI)
Medical Research Council UK (MRC) MR/L003120/1
British Heart Foundation RG/13/13/30194
RG/18/13/33946
National Institute for Health Research (Cambridge Biomedical Research Centre at the Cambridge University Hospitals NHS Foundation Trust)
UK Research & Innovation (UKRI)
Medical Research Council UK (MRC)
UK Research & Innovation (UKRI)
Economic & Social Research Council (ESRC)
Department of Health and Social Care (England)
Chief Scientist Office of the Scottish Government Health and Social Care Directorates
Health and Social Care Research and Development Division (Welsh Government)
Public Health Agency (Northern Ireland)
British Heart Foundation
Wellcome
UK Research & Innovation (UKRI)
Economic & Social Research Council (ESRC) ES/T013192/1
Wellcome International Intermediate fellowship at the MRC/UVRI 220740/Z/20/Z
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Nature Medicine | Vol 27 | November 2021 | 1876–1884
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