Literature DB >> 34399584

Risk Prediction Using Polygenic Risk Scores for Prevention of Stroke and Other Cardiovascular Diseases.

Gad Abraham1,2, Loes Rutten-Jacobs3, Michael Inouye1,2,4,5,6,7,8,9.   

Abstract

Early prediction of risk of cardiovascular disease (CVD), including stroke, is a cornerstone of disease prevention. Clinical risk scores have been widely used for predicting CVD risk from known risk factors. Most CVDs have a substantial genetic component, which also has been confirmed for stroke in recent gene discovery efforts. However, the role of genetics in prediction of risk of CVD, including stroke, has been limited to testing for highly penetrant monogenic disorders. In contrast, the importance of polygenic variation, the aggregated effect of many common genetic variants across the genome with individually small effects, has become more apparent in the last 5 to 10 years, and powerful polygenic risk scores for CVD have been developed. Here we review the current state of the field of polygenic risk scores for CVD including stroke, and their potential to improve CVD risk prediction. We present findings and lessons from diseases such as coronary artery disease as these will likely be useful to inform future research in stroke polygenic risk prediction.

Entities:  

Keywords:  cardiovascular disease; genetics; myocardial infarction; risk assessment; stroke

Mesh:

Year:  2021        PMID: 34399584      PMCID: PMC7611731          DOI: 10.1161/STROKEAHA.120.032619

Source DB:  PubMed          Journal:  Stroke        ISSN: 0039-2499            Impact factor:   7.914


  64 in total

1.  Association analyses based on false discovery rate implicate new loci for coronary artery disease.

Authors:  Christopher P Nelson; Anuj Goel; Adam S Butterworth; Stavroula Kanoni; Tom R Webb; Eirini Marouli; Lingyao Zeng; Ioanna Ntalla; Florence Y Lai; Jemma C Hopewell; Olga Giannakopoulou; Tao Jiang; Stephen E Hamby; Emanuele Di Angelantonio; Themistocles L Assimes; Erwin P Bottinger; John C Chambers; Robert Clarke; Colin N A Palmer; Richard M Cubbon; Patrick Ellinor; Raili Ermel; Evangelos Evangelou; Paul W Franks; Christopher Grace; Dongfeng Gu; Aroon D Hingorani; Joanna M M Howson; Erik Ingelsson; Adnan Kastrati; Thorsten Kessler; Theodosios Kyriakou; Terho Lehtimäki; Xiangfeng Lu; Yingchang Lu; Winfried März; Ruth McPherson; Andres Metspalu; Mar Pujades-Rodriguez; Arno Ruusalepp; Eric E Schadt; Amand F Schmidt; Michael J Sweeting; Pierre A Zalloua; Kamal AlGhalayini; Bernard D Keavney; Jaspal S Kooner; Ruth J F Loos; Riyaz S Patel; Martin K Rutter; Maciej Tomaszewski; Ioanna Tzoulaki; Eleftheria Zeggini; Jeanette Erdmann; George Dedoussis; Johan L M Björkegren; Heribert Schunkert; Martin Farrall; John Danesh; Nilesh J Samani; Hugh Watkins; Panos Deloukas
Journal:  Nat Genet       Date:  2017-07-17       Impact factor: 38.330

2.  Validation of a Genome-Wide Polygenic Score for Coronary Artery Disease in South Asians.

Authors:  Minxian Wang; Ramesh Menon; Sanghamitra Mishra; Aniruddh P Patel; Mark Chaffin; Deepak Tanneeru; Manjari Deshmukh; Oshin Mathew; Sanika Apte; Christina S Devanboo; Sumathi Sundaram; Praveena Lakshmipathy; Sakthivel Murugan; Krishna Kumar Sharma; Karthikeyan Rajendran; Sam Santhosh; Rajesh Thachathodiyl; Hisham Ahamed; Aniketh Vijay Balegadde; Thomas Alexander; Krishnan Swaminathan; Rajeev Gupta; Ajit S Mullasari; Alben Sigamani; Muralidhar Kanchi; Andrew S Peterson; Adam S Butterworth; John Danesh; Emanuele Di Angelantonio; Aliya Naheed; Michael Inouye; Rajiv Chowdhury; Ramprasad L Vedam; Sekar Kathiresan; Ravi Gupta; Amit V Khera
Journal:  J Am Coll Cardiol       Date:  2020-08-11       Impact factor: 24.094

Review 3.  Genetics of coronary artery disease: discovery, biology and clinical translation.

Authors:  Amit V Khera; Sekar Kathiresan
Journal:  Nat Rev Genet       Date:  2017-03-13       Impact factor: 53.242

4.  The genetic interpretation of area under the ROC curve in genomic profiling.

Authors:  Naomi R Wray; Jian Yang; Michael E Goddard; Peter M Visscher
Journal:  PLoS Genet       Date:  2010-02-26       Impact factor: 5.917

5.  Multiancestry genome-wide association study of 520,000 subjects identifies 32 loci associated with stroke and stroke subtypes.

Authors:  Rainer Malik; Ganesh Chauhan; Matthew Traylor; Muralidharan Sargurupremraj; Yukinori Okada; Kari Stefansson; Bradford B Worrall; Steven J Kittner; Sudha Seshadri; Myriam Fornage; Hugh S Markus; Joanna M M Howson; Yoichiro Kamatani; Stephanie Debette; Martin Dichgans; Aniket Mishra; Loes Rutten-Jacobs; Anne-Katrin Giese; Sander W van der Laan; Solveig Gretarsdottir; Christopher D Anderson; Michael Chong; Hieab H H Adams; Tetsuro Ago; Peter Almgren; Philippe Amouyel; Hakan Ay; Traci M Bartz; Oscar R Benavente; Steve Bevan; Giorgio B Boncoraglio; Robert D Brown; Adam S Butterworth; Caty Carrera; Cara L Carty; Daniel I Chasman; Wei-Min Chen; John W Cole; Adolfo Correa; Ioana Cotlarciuc; Carlos Cruchaga; John Danesh; Paul I W de Bakker; Anita L DeStefano; Marcel den Hoed; Qing Duan; Stefan T Engelter; Guido J Falcone; Rebecca F Gottesman; Raji P Grewal; Vilmundur Gudnason; Stefan Gustafsson; Jeffrey Haessler; Tamara B Harris; Ahamad Hassan; Aki S Havulinna; Susan R Heckbert; Elizabeth G Holliday; George Howard; Fang-Chi Hsu; Hyacinth I Hyacinth; M Arfan Ikram; Erik Ingelsson; Marguerite R Irvin; Xueqiu Jian; Jordi Jiménez-Conde; Julie A Johnson; J Wouter Jukema; Masahiro Kanai; Keith L Keene; Brett M Kissela; Dawn O Kleindorfer; Charles Kooperberg; Michiaki Kubo; Leslie A Lange; Carl D Langefeld; Claudia Langenberg; Lenore J Launer; Jin-Moo Lee; Robin Lemmens; Didier Leys; Cathryn M Lewis; Wei-Yu Lin; Arne G Lindgren; Erik Lorentzen; Patrik K Magnusson; Jane Maguire; Ani Manichaikul; Patrick F McArdle; James F Meschia; Braxton D Mitchell; Thomas H Mosley; Michael A Nalls; Toshiharu Ninomiya; Martin J O'Donnell; Bruce M Psaty; Sara L Pulit; Kristiina Rannikmäe; Alexander P Reiner; Kathryn M Rexrode; Kenneth Rice; Stephen S Rich; Paul M Ridker; Natalia S Rost; Peter M Rothwell; Jerome I Rotter; Tatjana Rundek; Ralph L Sacco; Saori Sakaue; Michele M Sale; Veikko Salomaa; Bishwa R Sapkota; Reinhold Schmidt; Carsten O Schmidt; Ulf Schminke; Pankaj Sharma; Agnieszka Slowik; Cathie L M Sudlow; Christian Tanislav; Turgut Tatlisumak; Kent D Taylor; Vincent N S Thijs; Gudmar Thorleifsson; Unnur Thorsteinsdottir; Steffen Tiedt; Stella Trompet; Christophe Tzourio; Cornelia M van Duijn; Matthew Walters; Nicholas J Wareham; Sylvia Wassertheil-Smoller; James G Wilson; Kerri L Wiggins; Qiong Yang; Salim Yusuf; Joshua C Bis; Tomi Pastinen; Arno Ruusalepp; Eric E Schadt; Simon Koplev; Johan L M Björkegren; Veronica Codoni; Mete Civelek; Nicholas L Smith; David A Trégouët; Ingrid E Christophersen; Carolina Roselli; Steven A Lubitz; Patrick T Ellinor; E Shyong Tai; Jaspal S Kooner; Norihiro Kato; Jiang He; Pim van der Harst; Paul Elliott; John C Chambers; Fumihiko Takeuchi; Andrew D Johnson; Dharambir K Sanghera; Olle Melander; Christina Jern; Daniel Strbian; Israel Fernandez-Cadenas; W T Longstreth; Arndt Rolfs; Jun Hata; Daniel Woo; Jonathan Rosand; Guillaume Pare; Jemma C Hopewell; Danish Saleheen
Journal:  Nat Genet       Date:  2018-03-12       Impact factor: 38.330

6.  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

Review 7.  Improving reporting standards for polygenic scores in risk prediction studies.

Authors:  Hannah Wand; Samuel A Lambert; Cecelia Tamburro; Michael A Iacocca; Jack W O'Sullivan; Catherine Sillari; Iftikhar J Kullo; Robb Rowley; Jacqueline S Dron; Deanna Brockman; Eric Venner; Mark I McCarthy; Antonis C Antoniou; Douglas F Easton; Robert A Hegele; Amit V Khera; Nilanjan Chatterjee; Charles Kooperberg; Karen Edwards; Katherine Vlessis; Kim Kinnear; John N Danesh; Helen Parkinson; Erin M Ramos; Megan C Roberts; Kelly E Ormond; Muin J Khoury; A Cecile J W Janssens; Katrina A B Goddard; Peter Kraft; Jaqueline A L MacArthur; Michael Inouye; Genevieve L Wojcik
Journal:  Nature       Date:  2021-03-10       Impact factor: 69.504

8.  Validation of Genome-Wide Polygenic Risk Scores for Coronary Artery Disease in French Canadians.

Authors:  Florian Wünnemann; Ken Sin Lo; Alexandra Langford-Avelar; David Busseuil; Marie-Pierre Dubé; Jean-Claude Tardif; Guillaume Lettre
Journal:  Circ Genom Precis Med       Date:  2019-06-11

9.  Multilocus genetic risk score associates with ischemic stroke in case-control and prospective cohort studies.

Authors:  Rainer Malik; Steve Bevan; Michael A Nalls; Elizabeth G Holliday; William J Devan; Yu-Ching Cheng; Carla A Ibrahim-Verbaas; Benjamin F J Verhaaren; Joshua C Bis; Aron Y Joon; Anita L de Stefano; Myriam Fornage; Bruce M Psaty; M Arfan Ikram; Lenore J Launer; Cornelia M van Duijn; Pankaj Sharma; Braxton D Mitchell; Jonathan Rosand; James F Meschia; Christopher Levi; Peter M Rothwell; Cathie Sudlow; Hugh S Markus; Sudha Seshadri; Martin Dichgans
Journal:  Stroke       Date:  2014-01-16       Impact factor: 7.914

Review 10.  Genetics of Cerebral Small Vessel Disease.

Authors:  Sandro Marini; Christopher D Anderson; Jonathan Rosand
Journal:  Stroke       Date:  2019-11-22       Impact factor: 7.914

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  2 in total

Review 1.  Stroke Genetics: Turning Discoveries into Clinical Applications.

Authors:  Martin Dichgans; Nathalie Beaufort; Stephanie Debette; Christopher D Anderson
Journal:  Stroke       Date:  2021-08-17       Impact factor: 10.170

2.  Overexpression of CDCA8 Predicts Poor Prognosis and Promotes Tumor Cell Growth in Prostate Cancer.

Authors:  Shun Wan; Yang He; Bin Zhang; Zhi Yang; Fang-Ming Du; Chun-Peng Zhang; Yu-Qiang Fu; Jun Mi
Journal:  Front Oncol       Date:  2022-04-05       Impact factor: 5.738

  2 in total

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