Literature DB >> 34782789

Responsible use of polygenic risk scores in the clinic: potential benefits, risks and gaps.

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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.
© 2021. Springer Nature America, Inc.

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Year:  2021        PMID: 34782789     DOI: 10.1038/s41591-021-01549-6

Source DB:  PubMed          Journal:  Nat Med        ISSN: 1078-8956            Impact factor:   87.241


  74 in total

Review 1.  The personal and clinical utility of polygenic risk scores.

Authors:  Ali Torkamani; Nathan E Wineinger; Eric J Topol
Journal:  Nat Rev Genet       Date:  2018-09       Impact factor: 53.242

2.  Polygenic background modifies penetrance of monogenic variants for tier 1 genomic conditions.

Authors:  Akl C Fahed; Minxian Wang; Julian R Homburger; Aniruddh P Patel; Alexander G Bick; Cynthia L Neben; Carmen Lai; Deanna Brockman; Anthony Philippakis; Patrick T Ellinor; Christopher A Cassa; Matthew Lebo; Kenney Ng; Eric S Lander; Alicia Y Zhou; Sekar Kathiresan; Amit V Khera
Journal:  Nat Commun       Date:  2020-08-20       Impact factor: 14.919

3.  Genetic Risk, Adherence to a Healthy Lifestyle, and Coronary Disease.

Authors:  Amit V Khera; Connor A Emdin; Isabel Drake; Pradeep Natarajan; Alexander G Bick; Nancy R Cook; Daniel I Chasman; Usman Baber; Roxana Mehran; Daniel J Rader; Valentin Fuster; Eric Boerwinkle; Olle Melander; Marju Orho-Melander; Paul M Ridker; Sekar Kathiresan
Journal:  N Engl J Med       Date:  2016-11-13       Impact factor: 91.245

4.  Genetic risk, coronary heart disease events, and the clinical benefit of statin therapy: an analysis of primary and secondary prevention trials.

Authors:  J L Mega; N O Stitziel; S Kathiresan; M S Sabatine; J G Smith; D I Chasman; M Caulfield; J J Devlin; F Nordio; C Hyde; C P Cannon; F Sacks; N Poulter; P Sever; P M Ridker; E Braunwald; O Melander
Journal:  Lancet       Date:  2015-03-04       Impact factor: 79.321

5.  Risk prediction by genetic risk scores for coronary heart disease is independent of self-reported family history.

Authors:  Hayato Tada; Olle Melander; Judy Z Louie; Joseph J Catanese; Charles M Rowland; James J Devlin; Sekar Kathiresan; Dov Shiffman
Journal:  Eur Heart J       Date:  2015-09-20       Impact factor: 29.983

6.  The role of polygenic risk and susceptibility genes in breast cancer over the course of life.

Authors:  Nina Mars; Elisabeth Widén; Sini Kerminen; Tuomo Meretoja; Matti Pirinen; Pietro Della Briotta Parolo; Priit Palta; Aarno Palotie; Jaakko Kaprio; Heikki Joensuu; Mark Daly; Samuli Ripatti
Journal:  Nat Commun       Date:  2020-12-14       Impact factor: 14.919

7.  Polygenic Risk Score Identifies Subgroup With Higher Burden of Atherosclerosis and Greater Relative Benefit From Statin Therapy in the Primary Prevention Setting.

Authors:  Pradeep Natarajan; Robin Young; Nathan O Stitziel; Sandosh Padmanabhan; Usman Baber; Roxana Mehran; Samantha Sartori; Valentin Fuster; Dermot F Reilly; Adam Butterworth; Daniel J Rader; Ian Ford; Naveed Sattar; Sekar Kathiresan
Journal:  Circulation       Date:  2017-02-21       Impact factor: 29.690

8.  Genomic prediction of coronary heart disease.

Authors:  Gad Abraham; Aki S Havulinna; Oneil G Bhalala; Sean G Byars; Alysha M De Livera; Laxman Yetukuri; Emmi Tikkanen; Markus Perola; Heribert Schunkert; Eric J Sijbrands; Aarno Palotie; Nilesh J Samani; Veikko Salomaa; Samuli Ripatti; Michael Inouye
Journal:  Eur Heart J       Date:  2016-09-21       Impact factor: 29.983

9.  Genome-wide polygenic scores for common diseases identify individuals with risk equivalent to monogenic mutations.

Authors:  Amit V Khera; Mark Chaffin; Krishna G Aragam; Mary E Haas; Carolina Roselli; Seung Hoan Choi; Pradeep Natarajan; Eric S Lander; Steven A Lubitz; Patrick T Ellinor; Sekar Kathiresan
Journal:  Nat Genet       Date:  2018-08-13       Impact factor: 38.330

10.  Genomic Risk Prediction of Coronary Artery Disease in 480,000 Adults: Implications for Primary Prevention.

Authors:  Michael Inouye; Gad Abraham; Christopher P Nelson; Angela M Wood; Michael J Sweeting; Frank Dudbridge; Florence Y Lai; Stephen Kaptoge; Marta Brozynska; Tingting Wang; Shu Ye; Thomas R Webb; Martin K Rutter; Ioanna Tzoulaki; Riyaz S Patel; Ruth J F Loos; Bernard Keavney; Harry Hemingway; John Thompson; Hugh Watkins; Panos Deloukas; Emanuele Di Angelantonio; Adam S Butterworth; John Danesh; Nilesh J Samani
Journal:  J Am Coll Cardiol       Date:  2018-10-16       Impact factor: 24.094

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  25 in total

1.  Including diverse and admixed populations in genetic epidemiology research.

Authors:  Amke Caliebe; Fasil Tekola-Ayele; Burcu F Darst; Xuexia Wang; Yeunjoo E Song; Jiang Gui; Ronnie A Sebro; David J Balding; Mohamad Saad; Marie-Pierre Dubé
Journal:  Genet Epidemiol       Date:  2022-07-16       Impact factor: 2.344

2.  Polygenic Scores of Alzheimer's Disease Risk Genes Add Only Modestly to APOE in Explaining Variation in Amyloid PET Burden.

Authors:  Vijay K Ramanan; Michael G Heckman; Scott A Przybelski; Timothy G Lesnick; Val J Lowe; Jonathan Graff-Radford; M Mielke; Clifford R Jack; David S Knopman; Ronald C Petersen; Owen A Ross; Prashanthi Vemuri
Journal:  J Alzheimers Dis       Date:  2022       Impact factor: 4.160

3.  Polygenic risk scores: improving the prediction of future disease or added complexity?

Authors:  Aya Ayoub; Jana McHugh; Judith Hayward; Imran Rafi; Nadeem Qureshi
Journal:  Br J Gen Pract       Date:  2022-07-28       Impact factor: 6.302

4.  Considerations of biomarker application for cancer continuum in the era of precision medicine.

Authors:  Rayjean J Hung; Elham Khodayari Moez; Shana J Kim; Sanjeev Budhathoki; Jennifer D Brooks
Journal:  Curr Epidemiol Rep       Date:  2022-07-09

5.  Personalised Risk Prediction in Hereditary Breast and Ovarian Cancer: A Protocol for a Multi-Centre Randomised Controlled Trial.

Authors:  Stephanie Archer; Nichola Fennell; Ellen Colvin; Rozelle Laquindanum; Meredith Mills; Romy Dennis; Francisca Stutzin Donoso; Rochelle Gold; Alice Fan; Kate Downes; James Ford; Antonis C Antoniou; Allison W Kurian; D Gareth Evans; Marc Tischkowitz
Journal:  Cancers (Basel)       Date:  2022-05-31       Impact factor: 6.575

6.  Functional Medicine Past, Present, and Future.

Authors:  Jeffrey S Bland
Journal:  Integr Med (Encinitas)       Date:  2022-05

7.  Editorial: Bridging (Epi-) Genomics and Environmental Changes: The Livestock Research.

Authors:  Jingyue Ellie Duan; Jicai Jiang; Yanghua He
Journal:  Front Genet       Date:  2022-07-05       Impact factor: 4.772

Review 8.  Are polygenic risk scores ready for the cancer clinic?-a perspective.

Authors:  Robert J Klein; Zeynep H Gümüş
Journal:  Transl Lung Cancer Res       Date:  2022-05

9.  Polygenic scores in biomedical research.

Authors:  Iftikhar J Kullo; Cathryn M Lewis; Michael Inouye; Alicia R Martin; Samuli Ripatti; Nilanjan Chatterjee
Journal:  Nat Rev Genet       Date:  2022-03-30       Impact factor: 59.581

Review 10.  Computational Models for Clinical Applications in Personalized Medicine-Guidelines and Recommendations for Data Integration and Model Validation.

Authors:  Catherine Bjerre Collin; Tom Gebhardt; Martin Golebiewski; Tugce Karaderi; Maximilian Hillemanns; Faiz Muhammad Khan; Ali Salehzadeh-Yazdi; Marc Kirschner; Sylvia Krobitsch; Lars Kuepfer
Journal:  J Pers Med       Date:  2022-01-26
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