Genome‐Wide Interaction Analyses of Serum Calcium on Ventricular Repolarization Time in 125 393 Participants

Author:

Young William J.12ORCID,van der Most Peter J.3ORCID,Bartz Traci M.4ORCID,Bos Maxime M.5ORCID,Biino Ginevra6ORCID,Duong ThuyVy7ORCID,Foco Luisa8ORCID,Lominchar Jesus T.9,Müller‐Nurasyid Martina101112,Nardone Giuseppe Giovanni13ORCID,Pecori Alessandro14ORCID,Ramirez Julia11516,Repetto Linda17,Schramm Katharina101112,Shen Xia171819,van Duijvenboden Stefan12021,van Heemst Diana22,Weiss Stefan2324ORCID,Yao Jie25ORCID,Benjamins Jan‐Walter26ORCID,Alonso Alvaro27ORCID,Spedicati Beatrice13ORCID,Biggs Mary L.2829ORCID,Brody Jennifer A.28ORCID,Dörr Marcus2330,Fuchsberger Christian83132,Gögele Martin8,Guo Xiuqing3334ORCID,Ikram M. Arfan5ORCID,Jukema J. Wouter3536ORCID,Kääb Stefan3738,Kanters Jørgen K.39ORCID, ,Lin Henry J.253440ORCID,Linneberg Allan4142ORCID,Nauck Matthias2343ORCID,Nolte Ilja M.3ORCID,Pianigiani Giulia14ORCID,Santin Aurora13ORCID,Soliman Elsayed Z.44ORCID,Tesolin Paola14ORCID,Vaccargiu Simona45ORCID,Waldenberger Melanie3846ORCID,van der Harst Pim2647ORCID,Verweij Niek26,Arking Dan E.7ORCID,Concas Maria Pina14ORCID,De Grandi Alessandro8ORCID,Girotto Giorgia13ORCID,Grarup Niels9ORCID,Kavousi Maryam5ORCID,Mook‐Kanamori Dennis O.4849,Navarro Pau50,Orini Michele220ORCID,Padmanabhan Sandosh51ORCID,Pattaro Cristian8ORCID,Peters Annette101138ORCID,Pirastu Mario52,Pramstaller Peter P.853ORCID,Heckbert Susan R.2854ORCID,Sinner Mortiz3738ORCID,Snieder Harold3ORCID,Völker Uwe2324,Wilson James F.1750ORCID,Gauderman W. James55ORCID,Lambiase Pier D.220ORCID,Sotoodehnia Nona56ORCID,Tinker Andrew157ORCID,Warren Helen R.157ORCID,Noordam Raymond22ORCID,Munroe Patricia B.157ORCID

Affiliation:

1. Clinical Pharmacology and Precision Medicine William Harvey Research Institute, Queen Mary University of London United Kingdom

2. Barts Heart Centre St Bartholomew’s Hospital, Barts Health NHS Trust London United Kingdom

3. Department of Epidemiology University of Groningen, University Medical Center Groningen Groningen The Netherlands

4. Cardiovascular Health Research Unit, Department of Biostatistics and Medicine University of Washington Seattle WA USA

5. Department of Epidemiology Erasmus MC University Medical Center Rotterdam Netherlands

6. Institute of Molecular Genetics, National Research Council of Italy Pavia Italy

7. Department of Genetic Medicine McKusick‐Nathans Institute, Johns Hopkins University School of Medicine Baltimore MD USA

8. Eurac Research Institute for Biomedicine (Affiliated with the University of Lübeck) Bolzano Italy

9. Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences University of Copenhagen Denmark

10. German Research Center for Environmental Health Institute of Genetic Epidemiology, Helmholtz Zentrum München Neuherberg Germany

11. IBE, Faculty of Medicine, LMU Munich Munich Germany

12. Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center, Johannes Gutenberg University Mainz Germany

13. Department of Medicine, Surgery and Health Sciences University of Trieste Italy

14. Institute for Maternal and Child Health—IRCCS “Burlo Garofolo” Trieste Italy

15. Aragon Institute of Engineering Research, University of Zaragoza Spain

16. Centro de Investigación Biomédica en Red—Bioingeniería, Biomateriales y Nanomedicina Zaragoza Spain

17. Centre for Global Health Research Usher Institute, University of Edinburgh Scotland

18. Department of Medical Epidemiology and Biostatistics Karolinska Institutet Stockholm Sweden

19. Greater Bay Area Institute of Precision Medicine (Guangzhou), Fudan University Guangzhou China

20. Institute of Cardiovascular Sciences, University of College London London United Kingdom

21. Nuffield Department of Population Health University of Oxford United Kingdom

22. Department of Internal Medicine, Section of Gerontology and Geriatrics Leiden University Medical Center Leiden The Netherlands

23. DZHK (German Centre for Cardiovascular Research), partner site Greifswald Greifswald Germany

24. Interfaculty Institute for Genetics and Functional Genomics; Department of Functional Genomics University Medicine Greifswald Greifswald Germany

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

26. Department of Cardiology University of Groningen, University Medical Center Groningen Groningen The Netherlands

27. Department of Epidemiology Rollins School of Public Health, Emory University Atlanta GA USA

28. Cardiovascular Health Research Unit, Department of Medicine University of Washington Seattle WA USA

29. Department of Biostatistics University of Washington Seattle WA USA

30. Department of Internal Medicine B—Cardiology, Pneumology, Infectious Diseases, Intensive Care Medicine University Medicine Greifswald Greifswald Germany

31. Department of Biostatistics University of Michigan School of Public Health Ann Arbor MI USA

32. Center for Statistical Genetics University of Michigan School of Public Health Ann Arbor MI USA

33. Institute for Translational Genomics and Population Sciences/The Lundquist Institute at Harbor‐UCLA Medical Center Torrance CA USA

34. Department of Pediatrics David Geffen School of Medicine at UCLA Los Angeles CA USA

35. Department of Cardiology Leiden University Medical Center Leiden The Netherlands

36. Netherlands Heart Institute Utrecht The Netherlands

37. Department of Cardiology University Hospital, LMU Munich Munich Germany

38. DZHK (German Centre for Cardiovascular Research), partner site: Munich Heart Alliance Munich Germany

39. Laboratory of Experimental Cardiology, Department of Biomedical Sciences University of Copenhagen Denmark

40. Department of Pediatrics/Harbor‐UCLA Medical Center Torrance CA USA

41. Center for Clinical Research and Prevention Bispebjerg and Frederiksberg Hospital, The Capital Region Copenhagen Denmark

42. Department of Clinical Medicine, Faculty of Health and Medical Sciences University of Copenhagen Denmark

43. Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald Greifswald Germany

44. Epidemiological Cardiology Research Center (EPICARE) Wake Forest School of Medicine Winston Salem USA

45. Institute for Genetic and Biomedical Research, National Research Council of Italy Cagliari Italy

46. Research Unit Molecular Epidemiology Institute of Epidemiology, Helmholtz Zentrum München—German Research Center for Environmental Health Neuherberg Germany

47. Department of Cardiology, Heart and Lung Division University Medical Center Utrecht Utrecht The Netherlands

48. Department of Clinical Epidemiology Leiden University Medical Center Leiden The Netherlands

49. Department of Public Health and Primary Care Leiden University Medical Center Leiden The Netherlands

50. MRC Human Genetics Unit Institute of Genetics and Cancer, University of Edinburgh Scotland

51. Institute of Cardiovascular and Medical Sciences, University of Glasgow UK

52. Institute for Genetic and Biomedical Research, Sassari Unit, National Research Council of Italy Sassari Italy

53. Department of Neurology University of Lübeck Germany

54. Department of Epidemiology University of Washington Seattle WA USA

55. Department of population and public health sciences University of Southern California Los Angeles CA USA

56. Cardiovascular Health Research Unit, Division of Cardiology, Department of Medicine University of Washington Seattle WA USA

57. NIHR Barts Biomedical Research Centre Barts and The London Faculty of Medicine and Dentistry, Queen Mary University of London United Kingdom

Abstract

Background Ventricular repolarization time (ECG QT and JT intervals) is associated with malignant arrhythmia. Genome‐wide association studies have identified 230 independent loci for QT and JT; however, 50% of their heritability remains unexplained. Previous work supports a causal effect of lower serum calcium concentrations on longer ventricular repolarization time. We hypothesized calcium interactions with QT and JT variant associations could explain a proportion of the missing heritability. Methods and Results We performed genome‐wide calcium interaction analyses for QT and JT intervals. Participants were stratified by their calcium level relative to the study distribution (top or bottom 20%). We performed a 2‐stage analysis (genome‐wide discovery [N=62 532] and replication [N=59 861] of lead variants) and a single‐stage genome‐wide meta‐analysis (N=122 393, [European ancestry N=117 581, African ancestry N=4812]). We also calculated 2‐degrees of freedom joint main and interaction and 1‐degree of freedom interaction P values. In 2‐stage and single‐stage analyses, 50 and 98 independent loci, respectively, were associated with either QT or JT intervals (2‐degrees of freedom joint main and interaction P value <5×10 −8 ). No lead variant had a significant interaction result after correcting for multiple testing and sensitivity analyses provided similar findings. Two loci in the single‐stage meta‐analysis were not reported previously ( SPPL2B and RFX6 ). Conclusions We have found limited support for an interaction effect of serum calcium on QT and JT variant associations despite sample sizes with suitable power to detect relevant effects. Therefore, such effects are unlikely to explain a meaningful proportion of the heritability of QT and JT, and factors including rare variation and other environmental interactions need to be considered.

Publisher

Ovid Technologies (Wolters Kluwer Health)

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