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Enrichment of cis-regulatory gene expression SNPs and methylation quantitative trait loci among bipolar disorder susceptibility variants

  • E. R. Gamazon
  • , J. A. Badner
  • , L. Cheng
  • , C. Zhang
  • , D. Zhang
  • , N. J. Cox
  • , E. S. Gershon
  • , J. R. Kelsoe
  • , T. A. Greenwood
  • , C. M. Nievergelt
  • , C. Chen
  • , R. McKinney
  • , P. D. Shilling
  • , N. J. Schork
  • , E. N. Smith
  • , C. S. Bloss
  • , J. I. Nurnberger
  • , H. J. Edenberg
  • , T. Foroud
  • , D. L. Koller
  • W. A. Scheftner, W. Coryell, J. Rice, W. B. Lawson, E. A. Nwulia, M. Hipolito, W. Byerley, F. J. McMahon, T. G. Schulze, W. H. Berrettini, J. B. Potash, P. P. Zandi, P. B. Mahon, M. G. McInnis, S. Zöllner, P. Zhang, D. W. Craig, S. Szelinger, T. B. Barrett, C. Liu*
*Corresponding author for this work
  • The University of Chicago
  • University of Illinois at Chicago
  • Zhejiang University
  • University of California at San Diego
  • Scripps Research Translational Institute
  • Indiana University Bloomington
  • Rush University
  • University of Iowa
  • Washington University St. Louis
  • Howard University
  • University of California at San Francisco
  • National Institutes of Health
  • Zentralinstitut fur Seelische Gesundheit
  • University of Pennsylvania
  • Johns Hopkins University
  • University of Michigan, Ann Arbor
  • Translational Genomics Research Institute
  • Portland VA Medical Center

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

We conducted a systematic study of top susceptibility variants from a genome-wide association (GWA) study of bipolar disorder to gain insight into the functional consequences of genetic variation influencing disease risk. We report here the results of experiments to explore the effects of these susceptibility variants on DNA methylation and mRNA expression in human cerebellum samples. Among the top susceptibility variants, we identified an enrichment of cis regulatory loci on mRNA expression (eQTLs), and a significant excess of quantitative trait loci for DNA CpG methylation, hereafter referred to as methylation quantitative trait loci (mQTLs). Bipolar disorder susceptibility variants that cis regulate both cerebellar expression and methylation of the same gene are a very small proportion of bipolar disorder susceptibility variants. This finding suggests that mQTLs and eQTLs provide orthogonal ways of functionally annotating genetic variation within the context of studies of pathophysiology in brain. No lymphocyte mQTL enrichment was found, suggesting that mQTL enrichment was specific to the cerebellum, in contrast to eQTLs. Separately, we found that using mQTL information to restrict the number of single-nucleotide polymorphisms studied enhances our ability to detect a significant association. With this restriction a priori informed by the observed functional enrichment, we identified a significant association (rs12618769, P bonferroni <0.05) from two other GWA studies (TGen+GAIN; 2191 cases and 1434 controls) of bipolar disorder, which we replicated in an independent GWA study (WTCCC). Collectively, our findings highlight the importance of integrating functional annotation of genetic variants for gene expression and DNA methylation to advance the biological understanding of bipolar disorder. © 2013 Macmillan Publishers Limited.
Original languageEnglish
Pages (from-to)340-346
JournalMolecular psychiatry
Volume18
Issue number3
DOIs
Publication statusPublished - Mar 2013

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

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