Pharmacogenomic polygenic response score predicts ischaemic events and cardiovascular mortality in clopidogrel-treated patients

Author:

Lewis Joshua P1,Backman Joshua D1ORCID,Reny Jean-Luc23ORCID,Bergmeijer Thomas O4ORCID,Mitchell Braxton D15ORCID,Ritchie Marylyn D6ORCID,Déry Jean-Pierre7,Pakyz Ruth E1,Gong Li8ORCID,Ryan Kathleen1,Kim Eun-Young9,Aradi Daniel10,Fernandez-Cadenas Israel1112,Lee Ming Ta Michael13,Whaley Ryan M8ORCID,Montaner Joan14,Gensini Gian Franco15,Cleator John H1617,Chang Kiyuk18ORCID,Holmvang Lene19,Hochholzer Willibald20,Roden Dan M172122ORCID,Winter Stefan23,Altman Russ B24ORCID,Alexopoulos Dimitrios25,Kim Ho-Sook26,Gawaz Meinrad27,Bliden Kevin P28,Valgimigli Marco29,Marcucci Rossella1530,Campo Gianluca3132ORCID,Schaeffeler Elke23,Dridi Nadia P19,Wen Ming-Shien33,Shin Jae Gook26,Fontana Pierre334ORCID,Giusti Betti1530,Geisler Tobias27,Kubo Michiaki35,Trenk Dietmar36ORCID,Siller-Matula Jolanta M37ORCID,ten Berg Jurriën M4,Gurbel Paul A27,Schwab Matthias233839,Klein Teri E824,Shuldiner Alan R1,

Affiliation:

1. Department of Medicine and Program for Personalized and Genomic Medicine, University of Maryland, 670 W. Baltimore St., Baltimore, MD 21201, USA

2. Department of Internal Medicine, Béziers Hospital, 2 Rue Valentin Hau, BP 740, Béziers 34525, France

3. Department of Medicine, Geneva Platelet Group, University of Geneva School of Medicine, University Hospitals of Geneva, 24 rue du Général-Dufour, Genève 4 CH-1211, Switzerland

4. Department of Cardiology, Antonius Center for Platelet Function Research, St Antonius Hospital, P O Box 2500, Nieuwegein 3432 EM, The Netherlands

5. Geriatrics Research and Education Clinical Center, Baltimore Veterans Administration Medical Center, 10 N. Greene St., Baltimore, MD 21201, USA

6. Center for Translational Bioinformatics, Institute for Biomedical Informatics, University of Pennsylvania, A301 Richards Building, 3700 Hamilton Walk, Philadelphia, PA 19104, USA

7. Quebec Heart and Lung Institute, University Laval, 2725 chemin Sainte-Foy, Quebec City G1V 4G5, Canada

8. Department of Biomedical Data Science, Stanford University, 443 Via Ortega, Room 213, Stanford, CA 94305, USA

9. Department of Clinical Pharmacology, Inje University, Busan Paik Hospital, Bokji-ro 75, Busangjin-gu, Busan 614-735, South Korea

10. Department of Cardiology, Heart Center Balatonfüred, 2 Gyogy Ter, Balatonfured 8230, Hungary

11. Stroke Pharmacogenomics and Genetic Group, Fundació Docencia i Recerca Mutuaterrassa, 508221 Terrassa, Barcelona 8041, Spain

12. Department of Neurology, Vall d'Hebron Institute of Research, Passeig Vall d'Hebron, Barcelona 8035, Spain

13. Genomic Medicine Institute, Geisinger Health System, 100 N. Academy Ave., Danville, PA 17822, USA

14. Neurovascular Research Laboratory, Vall d'Hebron Institute of Research, Passeig Vall d'Hebron 119-129, Barcelona 8035, Spain

15. Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla, Florence 50055, Italy

16. Division of Cardiology, Vanderbilt University Medical Center, 2215B Garland Avenue, Nashville, TN 37232, USA

17. Department of Pharmacology, Vanderbilt University Medical Center, 2215B Garland Avenue, Nashville, TN 37232, USA

18. Department of Internal Medicine, Cardiology Division, Seoul St. Mary's Hospital, The Catholic University of Korea, 222 Banpo-daero, Seocho-Gu, Seoul 6591, South Korea

19. Department of Cardiology, Rigshospitalet, Copenhagen University Hospital, Inge Lehmannsvej 7 - 2142, Copenhagen 2100, Denmark

20. Department of Cardiology and Angiology II, University Heart Center Freiburg, Suedring 15, Bad Krozingen 79189, Germany

21. Department of Medicine, Vanderbilt University Medical Center, 2215B Garland Avenue, Nashville, TN 37232, USA

22. Department of Biomedical Informatics, Vanderbilt University Medical Center, 2215B Garland Avenue, Nashville, TN 37232, USA

23. Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Auerbachstrasse 112, Stuttgart, 70376 Germany

24. Department of Bioengineering, Genetics, and Medicine, Stanford University, 443 Via Ortega Drive, Shriram Room 209, Stanford, CA 94305, USA

25. Department of Cardiology, Patras University Hospital, Rio, Patras 26500, Greece

26. Department of Clinical Pharmacology, Inje University, Busan Paik Hospital, Gaegum2-dong 622-165, Busanjin-Gu, Busan 614-735, South Korea

27. Department of Cardiology and Angiology, University of Tübingen, Otfired-Müller-Straße 10, Tübingen 72076, Germany

28. Center for Thrombosis Research and Drug Development, Inova Heart and Vascular Institute, 3300 Gallows Rd, Falls Church, VA 22042, USA

29. Department of Cardiology, Bern University Hospital, Freiburgstrasse 8, Bern 3010, Switzerland

30. Atherothrombotic Diseases Center, Careggi University Hospital, Largo G. Alessandro Brambilla, Florence 50134, Italy

31. Department of Cardiology, University Hospital of Ferrara, Via Aldo Moro 8, Cona (FE), Ferrara 44123, Italy

32. GVM Care & Research, Maria Cecilia Hospital, Via Madonna di Genova, 1, Cotignola 48033, Italy

33. Division of Cardiology, Department of Internal Medicine, Chang Gung Memorial Hospital, Linkou and School of Medicine, Chang Gung University, No. 5, Fuxing St, Guishan Dist., Taoyuan City 333, Taiwan

34. Division of Angiology and Haemostasis, University Hospitals of Geneva, 24 Rue Gabrielle-Perret-Gentil, Geneva 1205, Switzerland

35. Laboratory for Genotyping Development, RIKEN Center for Integrative Medical Sciences, 1-7-22, Suehiro-cho, Tsurumi, Yokohama 230-0045, Japan

36. Department of Cardiology and Angiology II, Clinical Pharmacology, University Heart Centre Freiburg, Suedring 15, Bad Krozingen D-79189, Germany

37. Department of Cardiology, Medical University of Vienna, Waehringer Guertel 18-20, Vienna 1090, Austria

38. Department of Clinical Pharmacology, University of Tuebingen, Otfried-Mueller-Strasse 10, Tuebingen 72076, Germany

39. Department of Pharmacy and Biochemistry, University of Tuebingen, Otfried-Mueller-Strasse 10, Tuebingen 72076, Germany

Abstract

Abstract Aims  Clopidogrel is prescribed for the prevention of atherothrombotic events. While investigations have identified genetic determinants of inter-individual variability in on-treatment platelet inhibition (e.g. CYP2C19*2), evidence that these variants have clinical utility to predict major adverse cardiovascular events (CVEs) remains controversial. Methods and results  We assessed the impact of 31 candidate gene polymorphisms on adenosine diphosphate (ADP)-stimulated platelet reactivity in 3391 clopidogrel-treated coronary artery disease patients of the International Clopidogrel Pharmacogenomics Consortium (ICPC). The influence of these polymorphisms on CVEs was tested in 2134 ICPC patients (N = 129 events) in whom clinical event data were available. Several variants were associated with on-treatment ADP-stimulated platelet reactivity (CYP2C19*2, P = 8.8 × 10−54; CES1 G143E, P = 1.3 × 10−16; CYP2C19*17, P = 9.5 × 10−10; CYP2B6 1294 + 53 C > T, P = 3.0 × 10−4; CYP2B6 516 G > T, P = 1.0 × 10−3; CYP2C9*2, P = 1.2 × 10−3; and CYP2C9*3, P = 1.5 × 10−3). While no individual variant was associated with CVEs, generation of a pharmacogenomic polygenic response score (PgxRS) revealed that patients who carried a greater number of alleles that associated with increased on-treatment platelet reactivity were more likely to experience CVEs (β = 0.17, SE 0.06, P = 0.01) and cardiovascular-related death (β = 0.43, SE 0.16, P = 0.007). Patients who carried eight or more risk alleles were significantly more likely to experience CVEs [odds ratio (OR) = 1.78, 95% confidence interval (CI) 1.14–2.76, P = 0.01] and cardiovascular death (OR = 4.39, 95% CI 1.35–14.27, P = 0.01) compared to patients who carried six or fewer of these alleles. Conclusion  Several polymorphisms impact clopidogrel response and PgxRS is a predictor of cardiovascular outcomes. Additional investigations that identify novel determinants of clopidogrel response and validating polygenic models may facilitate future precision medicine strategies.

Funder

National Institutes of Health

Publisher

Oxford University Press (OUP)

Subject

Pharmacology (medical),Cardiology and Cardiovascular Medicine

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