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

  • William J. Young*
  • , Peter J. van der Most
  • , The LifeLines Cohort Study
  • , Traci M. Bartz
  • , Maxime M. Bos
  • , Ginevra Biino
  • , ThuyVy Duong
  • , Luisa Foco
  • , Jesus T. Lominchar
  • , Martina Mueller-Nurasyid
  • , Giuseppe Giovanni Nardone
  • , Alessandro Pecori
  • , Julia Ramirez
  • , Linda Repetto
  • , Katharina Schramm
  • , Xia Shen
  • , Stefan van Duijvenboden
  • , Diana van Heemst
  • , Stefan Weiss
  • , Jie Yao
  • Jan-Walter Benjamins, Alvaro Alonso, Beatrice Spedicati, Mary L. Biggs, Jennifer A. Brody, Marcus Doerr, Christian Fuchsberger, Martin Goegele, Xiuqing Guo, M. Arfan Ikram, J. Wouter Jukema, Stefan Kaeaeb, Jorgen K. Kanters, Henry J. Lin, Allan Linneberg, Matthias Nauck, Ilja M. Nolte, Giulia Pianigiani, Aurora Santin, Elsayed Z. Soliman, Paola Tesolin, Simona Vaccargiu, Melanie Waldenberger, Pim van der Harst, Niek Verweij, Dan E. Arking, Maria Pina Concas, Alessandro De Grandi, Giorgia Girotto, Niels Grarup, Maryam Kavousi, Dennis Mook-Kanamori, Pau Navarro, Michele Orini, Sandosh Padmanabhan, Cristian Pattaro, Annette Peters, Mario Pirastu, Peter P. Pramstaller, Susan R. Heckbert, Mortiz Sinner, Harold Snieder, Uwe Völker, James F. Wilson, W. James Gauderman, Pier D. Lambiase, Nona Sotoodehnia, Andrew Tinker, Helen R. Warren, Raymond Noordam, Patricia B. Munroe
*Corresponding author for this work
  • University of London
  • Barts Health NHS Trust
  • University of Groningen
  • University of Washington
  • National Research Council (CNR)
  • Johns Hopkins University
  • European Academy of Bozen-Bolzano
  • University of Copenhagen
  • The Helmholtz Association
  • Technical University of Munich
  • Johannes Gutenberg University Mainz
  • University of Trieste
  • IRCCS Ospedale Infantile Burlo Garofolo - Trieste
  • University of Zaragoza
  • Centro de Investigación Biomédica en Red (CIBER)
  • University of Edinburgh
  • Karolinska Institutet
  • Fudan University
  • University of Oxford
  • Leiden University
  • German Centre for Cardiovascular Research
  • Greifswald Medical School
  • University of California System
  • Emory University
  • University of Michigan System
  • Erasmus University Rotterdam
  • Munich Heart Alliance (MHA)
  • Wake Forest University
  • Utrecht University
  • University Medical Centre Groningen
  • Leiden University Medical Centre
  • Medical Research Council Human Genetics Unit
  • University College London
  • University of Glasgow
  • Glasgow Cardiovascular Research Centre
  • EURAC Research
  • German Research Center for Environmental Health
  • Partner Site Munich
  • University Medical Center Mainz
  • Ludwig-Maximilians-Universität München
  • German Center for Diabetes Research
  • Ludwig Maximilian University of Munich
  • Helmholz Center Munich
  • German Center for Cardiovascular Research
  • Institute of Legal Informatics and Judicial Systems (IGSiG-CNR)
  • National Council of Research
  • Shardna Life Sciences
  • University of Lübeck
  • General Central Hospital
  • T.M.B.
  • University of Washington School of Medicine
  • Group Health Cooperative
  • University of Oulu
  • Klinikum der Universität München
  • University of Greifswald
  • University of Turku
  • External organisation
  • Western General Hospital (Edinburgh)
  • University of Southern California
  • Keck School of Medicine of USC
  • Barts and The London School of Medicine and Dentistry
  • Queen Mary University of London
  • NIHR Barts Biomedical Research Centre
  • Wageningen University & Research

Research output: Contribution to journalArticleAcademicpeer-review

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Abstract

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.

Original languageEnglish
Article numbere034760
Number of pages16
JournalJournal of the American Heart Association
Volume13
Issue number17
DOIs
Publication statusPublished - 3 Sept 2024

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© 2024 The Author(s).

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