Dyslipidemia, inflammation, calcification, and adiposity in aortic stenosis: a genome-wide study

Author:

Yu Chen Hao12ORCID,Dina Christian3ORCID,Small Aeron M4,Shaffer Christian M5,Levinson Rebecca T5,Helgadóttir Anna6,Capoulade Romain3ORCID,Munter Hans Markus7ORCID,Martinsson Andreas89ORCID,Cairns Benjamin J10,Trudsø Linea C11,Hoekstra Mary12,Burr Hannah A12,Marsh Thomas W212,Damrauer Scott M13,Dufresne Line2,Le Scouarnec Solena3,Messika-Zeitoun David1415ORCID,Ranatunga Dilrini K16,Whitmer Rachel A17,Bonnefond Amélie1819,Sveinbjornsson Garðar6,Daníelsen Ragnar20,Arnar David O62021ORCID,Thorgeirsson Gudmundur621ORCID,Thorsteinsdottir Unnur621ORCID,Gudbjartsson Daníel F622,Hólm Hilma6,Ghouse Jonas11,Olesen Morten Salling11,Christensen Alex H1123,Mikkelsen Susan24,Jacobsen Rikke Louise25,Dowsett Joseph25,Pedersen Ole Birger Vesterager26,Erikstrup Christian2427ORCID,Ostrowski Sisse R2528,O’Donnell Christopher J29,Budoff Matthew J30,Gudnason Vilmundur31,Post Wendy S32,Rotter Jerome I33,Lathrop Mark712,Bundgaard Henning34ORCID,Johansson Bengt35ORCID,Ljungberg Johan35,Näslund Ulf35ORCID,Le Tourneau Thierry3,Smith J Gustav8369,Wells Quinn S5,Söderberg Stefan35,Stefánsson Kári621,Schott Jean-Jacques3,Rader Daniel J37,Clarke Robert10,Engert James C1212ORCID,Thanassoulis George12,

Affiliation:

1. Division of Experimental Medicine, McGill University , 1001 Decarie Blvd., Room EM1.2218, Montreal, Quebec H4A 3J1 , Canada

2. Preventive and Genomic Cardiology, McGill University Health Centre and Research Institute , 1001 Decarie Blvd., Room D05.5120, Montreal, Quebec H4A 3J1 , Canada

3. Nantes Université, CHU Nantes, CNRS, INSERM, l’institut du thorax , 8 Quai Moncousu, Nantes F-44000 , France

4. Department of Medicine, Perelman School of Medicine, University of Pennsylvania , Philadelphia , USA

5. Vanderbilt Translational and Clinical Cardiovascular Research Center, Vanderbilt University Medical Center , Nashville , USA

6. deCODE genetics/Amgen Inc. , Reykjavik , Iceland

7. McGill University and Genome Quebec Innovation Centre , Montreal , Canada

8. Department of Cardiology, Clinical Sciences, Lund University, Sweden and Skåne University Hospital , Lund , Sweden

9. The Wallenberg Laboratory/Department of Molecular and Clinical Medicine, Institute of Medicine, Gothenburg University and the Department of Cardiology, Sahlgrenska University Hospital , Gothenburg , Sweden

10. MRC Population Health Research Unit, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford , Oxford , UK

11. Laboratory for Molecular Cardiology, Department of Cardiology, Copenhagen University Hospital, Rigshospitalet , Copenhagen , Denmark

12. Department of Human Genetics, McGill University , Montreal , Canada

13. Department of Surgery, Perelman School of Medicine, University of Pennsylvania , Philadelphia , USA

14. Department of Cardiology, Assistance Publique - Hôpitaux de Paris, Bichat Hospital , Paris , France

15. Division of Cardiology, University of Ottawa Heart Institute , Ottawa, Ontario , Canada

16. Division of Research, Kaiser Permanente of Northern California , Oakland , USA

17. Department of Public Health Sciences, University of California Davis , Davis , USA

18. University Lille, Inserm, CNRS, CHU Lille, Institut Pasteur de Lille, UMR1283-8199 EGID , Lille , France

19. Department of Metabolism, Imperial College London , London , UK

20. Internal Medicine and Emergency Services, Landspitali—The National University Hospital of Iceland , Reykjavik , Iceland

21. School of Health Sciences, Faculty of Medicine, University of Iceland , Reykjavik , Iceland

22. School of Engineering and Natural Sciences, University of Iceland , Reykjavik , Iceland

23. Department of Cardiology, Herlev-Gentofte Hospital , Copenhagen , Denmark

24. Department of Clinical Immunology, Aarhus University Hospital , Aarhus , Denmark

25. Department of Clinical Immunology, Copenhagen University Hospital, Rigshospitalet , Copenhagen , Denmark

26. Department of Clinical Immunology, Zealand University Hospital , Naestved , Denmark

27. Department of Clinical Medicine, Aarhus University , Aarhus , Denmark

28. Department of Clinical Medicine, University of Copenhagen , Copenhagen , Denmark

29. National Heart, Lung, and Blood Institute's and Boston University's Framingham Heart Study , Boston , USA

30. The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center , Torrance , USA

31. Faculty of Medicine, University of Iceland , Reykjavík , Iceland

32. Division of Cardiology, Department of Medicine, The Johns Hopkins University School of Medicine , Baltimore , USA

33. The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center , Torrance , USA

34. Department of Cardiology, Copenhagen University Hospital, Rigshospitalet , Copenhagen , Denmark

35. Department of Public Health and Clinical Medicine, Umeå University , Umeå , Sweden

36. Wallenberg Center for Molecular Medicine and Lund University Diabetes Center , Lund , Sweden

37. Departments of Genetics and Medicine, Perelman School of Medicine, University of Pennsylvania , Philadelphia , USA

Abstract

Abstract Aims Although highly heritable, the genetic etiology of calcific aortic stenosis (AS) remains incompletely understood. The aim of this study was to discover novel genetic contributors to AS and to integrate functional, expression, and cross-phenotype data to identify mechanisms of AS. Methods and results A genome-wide meta-analysis of 11.6 million variants in 10 cohorts involving 653 867 European ancestry participants (13 765 cases) was performed. Seventeen loci were associated with AS at P ≤ 5 × 10−8, of which 15 replicated in an independent cohort of 90 828 participants (7111 cases), including CELSR2–SORT1, NLRP6, and SMC2. A genetic risk score comprised of the index variants was associated with AS [odds ratio (OR) per standard deviation, 1.31; 95% confidence interval (CI), 1.26–1.35; P = 2.7 × 10−51] and aortic valve calcium (OR per standard deviation, 1.22; 95% CI, 1.08–1.37; P = 1.4 × 10−3), after adjustment for known risk factors. A phenome-wide association study indicated multiple associations with coronary artery disease, apolipoprotein B, and triglycerides. Mendelian randomization supported a causal role for apolipoprotein B-containing lipoprotein particles in AS (OR per g/L of apolipoprotein B, 3.85; 95% CI, 2.90–5.12; P = 2.1 × 10−20) and replicated previous findings of causality for lipoprotein(a) (OR per natural logarithm, 1.20; 95% CI, 1.17–1.23; P = 4.8 × 10−73) and body mass index (OR per kg/m2, 1.07; 95% CI, 1.05–1.9; P = 1.9 × 10−12). Colocalization analyses using the GTEx database identified a role for differential expression of the genes LPA, SORT1, ACTR2, NOTCH4, IL6R, and FADS. Conclusion Dyslipidemia, inflammation, calcification, and adiposity play important roles in the etiology of AS, implicating novel treatments and prevention strategies.

Funder

Fonds de Recherche du Québec—Santé

US Government or the US Department of Veterans Affairs

Swedish Heart–Lung Foundation

County Council of Västerbotten

Umeå University

Heart Foundation of Northern Sweden

grants from the Swedish Heart-Lung Foundation

Swedish Research Council

European Research Council

Crafoord Foundation

Skåne University Hospital

Swedish National Health Service

Knut and Alice Wallenberg foundation

Wallenberg Center for Molecular Medicine in Lund

Swedish Foundation for Strategic Research

Lund University Diabetes Center

Canadian Institutes for Health Research

Heart and Stroke Foundation of Canada

Heart and Stroke Foundation

National Institutes of Health

Ellison Medical Foundation

Robert Wood Johnson

Wayne and Gladys Valley Foundation

Kaiser Permanente Northern California

Kaiser Permanente National and Regional Community Benefit Programs

Health Research Unit

Medical Research Council and the University of Oxford

British Heart Foundation

NHLBI

Broad Institute of Harvard

National Center for Advancing Translational Sciences

National Institute of Diabetes and Digestive

Disease Diabetes Research Center

Southern California Diabetes Endocrinology Research Center

National Institute of Health

National Institutes of Health-funded Shared Instrumentation

Clinical and Translational Science Award

ANR & FRM

Fédération Française de Cardiologie

French Regional Council of Pays-de-la-Loire

Novartis Pharma and Sanofi-Aventis

Fondation de France

ALFEDIAM

Société francophone du diabète

ONIVINS

Abbott

Ardix Medical

Bayer Diagnostics

Becton Dickinson

Cardionics

Merck Santé

Novo Nordisk

Pierre Fabre

Roche

Topcon

General practitioners of the Region

Assistance Publique—Hôpitaux

Département de la Recherche Clinique et du Développemen

Novo Nordisk Foundation

Innovation Fund Denmark

Capital Regions Research Council

Publisher

Oxford University Press (OUP)

Subject

Cardiology and Cardiovascular Medicine

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