Skip to main navigation Skip to search Skip to main content

Maps of open chromatin guide the functional follow-up of genome-wide association signals: application to hematological traits

  • Dirk S. Paul
  • , James P. Nisbet
  • , Tsun-Po Yang
  • , Stuart Meacham
  • , Augusto Rendon
  • , Katta Hautaviita
  • , Jonna Tallila
  • , Jacqui White
  • , Marloes R. Tijssen
  • , Suthesh Sivapalaratnam
  • , Hanneke Basart
  • , Mieke D. Trip
  • , Berthold Göttgens
  • , Nicole Soranzo
  • , Willem H. Ouwehand
  • , Panos Deloukas
  • , AUTHOR GROUP

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Turning genetic discoveries identified in genome-wide association (GWA) studies into biological mechanisms is an important challenge in human genetics. Many GWA signals map outside exons, suggesting that the associated variants may lie within regulatory regions. We applied the formaldehyde-assisted isolation of regulatory elements (FAIRE) method in a megakaryocytic and an erythroblastoid cell line to map active regulatory elements at known loci associated with hematological quantitative traits, coronary artery disease, and myocardial infarction. We showed that the two cell types exhibit distinct patterns of open chromatin and that cell-specific open chromatin can guide the finding of functional variants. We identified an open chromatin region at chromosome 7q22.3 in megakaryocytes but not erythroblasts, which harbors the common non-coding sequence variant rs342293 known to be associated with platelet volume and function. Resequencing of this open chromatin region in 643 individuals provided strong evidence that rs342293 is the only putative causative variant in this region. We demonstrated that the C- and G-alleles differentially bind the transcription factor EVI1 affecting PIK3CG gene expression in platelets and macrophages. A protein-protein interaction network including up- and down-regulated genes in Pik3cg knockout mice indicated that PIK3CG is associated with gene pathways with an established role in platelet membrane biogenesis and thrombus formation. Thus, rs342293 is the functional common variant at this locus; to the best of our knowledge this is the first such variant to be elucidated among the known platelet quantitative trait loci (QTLs). Our data suggested a molecular mechanism by which a non-coding GWA index SNP modulates platelet phenotype
Original languageEnglish
Pages (from-to)e1002139
JournalPLoS genetics
Volume7
Issue number6
DOIs
Publication statusPublished - 2011

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

Fingerprint

Dive into the research topics of 'Maps of open chromatin guide the functional follow-up of genome-wide association signals: application to hematological traits'. Together they form a unique fingerprint.

Cite this