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Identification and systematic annotation of tissue-specific differentially methylated regions using the Illumina 450k array

BACKGROUND: DNA methylation has been recognized as a key mechanism in cell differentiation. Various studies have compared tissues to characterize epigenetically regulated genomic regions, but due to differences in study design and focus there still is no consensus as to the annotation of genomic reg...

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Autores principales: Slieker, Roderick C, Bos, Steffan D, Goeman, Jelle J, Bovée, Judith VMG, Talens, Rudolf P, van der Breggen, Ruud, Suchiman, H Eka D, Lameijer, Eric-Wubbo, Putter, Hein, van den Akker, Erik B, Zhang, Yanju, Jukema, J Wouter, Slagboom, P Eline, Meulenbelt, Ingrid, Heijmans, Bastiaan T
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3750594/
https://www.ncbi.nlm.nih.gov/pubmed/23919675
http://dx.doi.org/10.1186/1756-8935-6-26
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author Slieker, Roderick C
Bos, Steffan D
Goeman, Jelle J
Bovée, Judith VMG
Talens, Rudolf P
van der Breggen, Ruud
Suchiman, H Eka D
Lameijer, Eric-Wubbo
Putter, Hein
van den Akker, Erik B
Zhang, Yanju
Jukema, J Wouter
Slagboom, P Eline
Meulenbelt, Ingrid
Heijmans, Bastiaan T
author_facet Slieker, Roderick C
Bos, Steffan D
Goeman, Jelle J
Bovée, Judith VMG
Talens, Rudolf P
van der Breggen, Ruud
Suchiman, H Eka D
Lameijer, Eric-Wubbo
Putter, Hein
van den Akker, Erik B
Zhang, Yanju
Jukema, J Wouter
Slagboom, P Eline
Meulenbelt, Ingrid
Heijmans, Bastiaan T
author_sort Slieker, Roderick C
collection PubMed
description BACKGROUND: DNA methylation has been recognized as a key mechanism in cell differentiation. Various studies have compared tissues to characterize epigenetically regulated genomic regions, but due to differences in study design and focus there still is no consensus as to the annotation of genomic regions predominantly involved in tissue-specific methylation. We used a new algorithm to identify and annotate tissue-specific differentially methylated regions (tDMRs) from Illumina 450k chip data for four peripheral tissues (blood, saliva, buccal swabs and hair follicles) and six internal tissues (liver, muscle, pancreas, subcutaneous fat, omentum and spleen with matched blood samples). RESULTS: The majority of tDMRs, in both relative and absolute terms, occurred in CpG-poor regions. Further analysis revealed that these regions were associated with alternative transcription events (alternative first exons, mutually exclusive exons and cassette exons). Only a minority of tDMRs mapped to gene-body CpG islands (13%) or CpG islands shores (25%) suggesting a less prominent role for these regions than indicated previously. Implementation of ENCODE annotations showed enrichment of tDMRs in DNase hypersensitive sites and transcription factor binding sites. Despite the predominance of tissue differences, inter-individual differences in DNA methylation in internal tissues were correlated with those for blood for a subset of CpG sites in a locus- and tissue-specific manner. CONCLUSIONS: We conclude that tDMRs preferentially occur in CpG-poor regions and are associated with alternative transcription. Furthermore, our data suggest the utility of creating an atlas cataloguing variably methylated regions in internal tissues that correlate to DNA methylation measured in easy accessible peripheral tissues.
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spelling pubmed-37505942013-08-27 Identification and systematic annotation of tissue-specific differentially methylated regions using the Illumina 450k array Slieker, Roderick C Bos, Steffan D Goeman, Jelle J Bovée, Judith VMG Talens, Rudolf P van der Breggen, Ruud Suchiman, H Eka D Lameijer, Eric-Wubbo Putter, Hein van den Akker, Erik B Zhang, Yanju Jukema, J Wouter Slagboom, P Eline Meulenbelt, Ingrid Heijmans, Bastiaan T Epigenetics Chromatin Research BACKGROUND: DNA methylation has been recognized as a key mechanism in cell differentiation. Various studies have compared tissues to characterize epigenetically regulated genomic regions, but due to differences in study design and focus there still is no consensus as to the annotation of genomic regions predominantly involved in tissue-specific methylation. We used a new algorithm to identify and annotate tissue-specific differentially methylated regions (tDMRs) from Illumina 450k chip data for four peripheral tissues (blood, saliva, buccal swabs and hair follicles) and six internal tissues (liver, muscle, pancreas, subcutaneous fat, omentum and spleen with matched blood samples). RESULTS: The majority of tDMRs, in both relative and absolute terms, occurred in CpG-poor regions. Further analysis revealed that these regions were associated with alternative transcription events (alternative first exons, mutually exclusive exons and cassette exons). Only a minority of tDMRs mapped to gene-body CpG islands (13%) or CpG islands shores (25%) suggesting a less prominent role for these regions than indicated previously. Implementation of ENCODE annotations showed enrichment of tDMRs in DNase hypersensitive sites and transcription factor binding sites. Despite the predominance of tissue differences, inter-individual differences in DNA methylation in internal tissues were correlated with those for blood for a subset of CpG sites in a locus- and tissue-specific manner. CONCLUSIONS: We conclude that tDMRs preferentially occur in CpG-poor regions and are associated with alternative transcription. Furthermore, our data suggest the utility of creating an atlas cataloguing variably methylated regions in internal tissues that correlate to DNA methylation measured in easy accessible peripheral tissues. BioMed Central 2013-08-06 /pmc/articles/PMC3750594/ /pubmed/23919675 http://dx.doi.org/10.1186/1756-8935-6-26 Text en Copyright © 2013 Slieker et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Slieker, Roderick C
Bos, Steffan D
Goeman, Jelle J
Bovée, Judith VMG
Talens, Rudolf P
van der Breggen, Ruud
Suchiman, H Eka D
Lameijer, Eric-Wubbo
Putter, Hein
van den Akker, Erik B
Zhang, Yanju
Jukema, J Wouter
Slagboom, P Eline
Meulenbelt, Ingrid
Heijmans, Bastiaan T
Identification and systematic annotation of tissue-specific differentially methylated regions using the Illumina 450k array
title Identification and systematic annotation of tissue-specific differentially methylated regions using the Illumina 450k array
title_full Identification and systematic annotation of tissue-specific differentially methylated regions using the Illumina 450k array
title_fullStr Identification and systematic annotation of tissue-specific differentially methylated regions using the Illumina 450k array
title_full_unstemmed Identification and systematic annotation of tissue-specific differentially methylated regions using the Illumina 450k array
title_short Identification and systematic annotation of tissue-specific differentially methylated regions using the Illumina 450k array
title_sort identification and systematic annotation of tissue-specific differentially methylated regions using the illumina 450k array
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3750594/
https://www.ncbi.nlm.nih.gov/pubmed/23919675
http://dx.doi.org/10.1186/1756-8935-6-26
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