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Epigenome-wide Association of DNA Methylation in Whole Blood With Bone Mineral Density

  • John A. Morris
  • , Pei Chien Tsai
  • , Roby Joehanes
  • , Jie Zheng
  • , Katerina Trajanoska
  • , Mette Soerensen
  • , Vincenzo Forgetta
  • , Juan Edgar Castillo-Fernandez
  • , Morten Frost
  • , Tim D. Spector
  • , Kaare Christensen
  • , Lene Christiansen
  • , Fernando Rivadeneira
  • , Jonathan H. Tobias
  • , David M. Evans
  • , Douglas P. Kiel
  • , Yi Hsiang Hsu*
  • , J. Brent Richards
  • , Jordana T. Bell
  • *Corresponding author for this work
  • McGill University
  • King's College London
  • Institute for Aging Research
  • Harvard University
  • University of Bristol
  • Erasmus University Rotterdam
  • University of Southern Denmark
  • University of Queensland
  • Broad Institute

Research output: Contribution to journalJournal Article peer-review

52 Scopus citations

Abstract

Genetic and environmental determinants of skeletal phenotypes such as bone mineral density (BMD) may converge through the epigenome, providing a tool to better understand osteoporosis pathophysiology. Because the epigenetics of BMD have been largely unexplored in humans, we performed an epigenome-wide association study (EWAS) of BMD. We undertook a large-scale BMD EWAS using the Infinium HumanMethylation450 array to measure site-specific DNA methylation in up to 5515 European-descent individuals (NDiscovery= 4614, NValidation= 901). We associated methylation at multiple cytosine-phosphate-guanine (CpG) sites with dual-energy X-ray absorptiometry (DXA)-derived femoral neck and lumbar spine BMD. We performed sex-combined and stratified analyses, controlling for age, weight, smoking status, estimated white blood cell proportions, and random effects for relatedness and batch effects. A 5% false-discovery rate was used to identify CpGs associated with BMD. We identified one CpG site, cg23196985, significantly associated with femoral neck BMD in 3232 females (p = 7.9 × 10−11) and 4614 females and males (p = 3.0 × 10−8). cg23196985 was not associated with femoral neck BMD in an additional sample of 474 females (p = 0.64) and 901 males and females (p = 0.60). Lack of strong consistent association signal indicates that among the tested probes, no large-effect epigenetic changes in whole blood associated with BMD, suggesting future epigenomic studies of musculoskeletal traits measure DNA methylation in a different tissue with extended genome coverage.

Original languageEnglish
Pages (from-to)1644-1650
Number of pages7
JournalJournal of Bone and Mineral Research
Volume32
Issue number8
DOIs
StatePublished - 08 2017
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2017 American Society for Bone and Mineral Research

Keywords

  • BONE MINERAL DENSITY
  • DNA METHYLATION
  • EPIGENETICS
  • EPIGENOME-WIDE ASSOCIATION STUDY (EWAS)
  • GENETIC EPIDEMIOLOGY

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