Home LiteratureArticle Details
PMID: 23919675 Published · epublish English Journal Article

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

Epigenetics & chromatin ·Vol. 6 ·No. 1 ·2013-08-06 ·Pages 26

Slieker RC, Bos SD, Goeman JJ, Bovée JV, Talens RP, van der Breggen R, Suchiman HE, Lameijer EW, Putter H, van den Akker EB, Zhang Y, Jukema JW, Slagboom PE, Meulenbelt I, Heijmans BT

Abstract

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). 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. 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.

Authors & Affiliations
15 authors, click to expand affiliations / ORCID
Slieker Roderick C
Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands. [email protected].
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
References (44)
44 references, click to expand
  1. DNA methylation profile of tissue-dependent and differentially methylated regions (T-DMRs) in mouse promoter regions demonstrating tissue-specific gene expression.
    Genome Res. 2008 Dec;18(12):1969-78 PMID: 18971312
  2. CG dinucleotide clustering is a species-specific property of the genome.
    Nucleic Acids Res. 2007;35(20):6798-807 PMID: 17932072
  3. Gene Expression Omnibus: NCBI gene expression and hybridization array data repository.
    Nucleic Acids Res. 2002 Jan 1;30(1):207-10 PMID: 11752295
  4. Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources.
    Nat Protoc. 2009;4(1):44-57 PMID: 19131956
  5. Buccal swabs but not mouthwash samples can be used to obtain pretransplant DNA fingerprints from recipients of allogeneic bone marrow transplants.
    Bone Marrow Transplant. 2000 Mar;25(5):575-7 PMID: 10713640
  6. Cell type-specific DNA methylation at intragenic CpG islands in the immune system.
    Genome Res. 2011 Jul;21(7):1074-86 PMID: 21628449
  7. Commentary: The seven plagues of epigenetic epidemiology.
    Int J Epidemiol. 2012 Feb;41(1):74-8 PMID: 22269254
  8. Tissue-specific demethylation in CpG-poor promoters during cellular differentiation.
    Hum Mol Genet. 2011 Jul 15;20(14):2710-21 PMID: 21505077
  9. Systematic localization of common disease-associated variation in regulatory DNA.
    Science. 2012 Sep 7;337(6099):1190-5 PMID: 22955828
  10. Dynamic changes in the human methylome during differentiation.
    Genome Res. 2010 Mar;20(3):320-31 PMID: 20133333
  11. The DNA methylome of human peripheral blood mononuclear cells.
    PLoS Biol. 2010 Nov 09;8(11):e1000533 PMID: 21085693
  12. High microsatellite and SNP genotyping success rates established in a large number of genomic DNA samples extracted from mouth swabs and genotypes.
    Twin Res Hum Genet. 2006 Aug;9(4):501-6 PMID: 16899157
  13. The human colon cancer methylome shows similar hypo- and hypermethylation at conserved tissue-specific CpG island shores.
    Nat Genet. 2009 Feb;41(2):178-186 PMID: 19151715
  14. ASTD: The Alternative Splicing and Transcript Diversity database.
    Genomics. 2009 Mar;93(3):213-20 PMID: 19059335
  15. TiGER: a database for tissue-specific gene expression and regulation.
    BMC Bioinformatics. 2008 Jun 09;9:271 PMID: 18541026
  16. Quantitative cross-validation and content analysis of the 450k DNA methylation array from Illumina, Inc.
    BMC Res Notes. 2012 Apr 30;5:210 PMID: 22546179
  17. Alternative isoform regulation in human tissue transcriptomes.
    Nature. 2008 Nov 27;456(7221):470-6 PMID: 18978772
  18. Genome-wide survey reveals dynamic widespread tissue-specific changes in DNA methylation during development.
    BMC Genomics. 2011 May 11;12(1):231 PMID: 21569359
  19. Functional annotation of the human brain methylome identifies tissue-specific epigenetic variation across brain and blood.
    Genome Biol. 2012 Jun 15;13(6):R43 PMID: 22703893
  20. CpG methylation recruits sequence specific transcription factors essential for tissue specific gene expression.
    Biochim Biophys Acta. 2012 Jul;1819(7):763-70 PMID: 22387149
  21. Dynamic regulation of Pdx1 enhancers by Foxa1 and Foxa2 is essential for pancreas development.
    Genes Dev. 2008 Dec 15;22(24):3435-48 PMID: 19141476
  22. REVIGO summarizes and visualizes long lists of gene ontology terms.
    PLoS One. 2011;6(7):e21800 PMID: 21789182
  23. DNA methylation patterns associate with genetic and gene expression variation in HapMap cell lines.
    Genome Biol. 2011;12(1):R10 PMID: 21251332
  24. Variation, patterns, and temporal stability of DNA methylation: considerations for epigenetic epidemiology.
    FASEB J. 2010 Sep;24(9):3135-44 PMID: 20385621
  25. The accessible chromatin landscape of the human genome.
    Nature. 2012 Sep 6;489(7414):75-82 PMID: 22955617
  26. An integrated encyclopedia of DNA elements in the human genome.
    Nature. 2012 Sep 6;489(7414):57-74 PMID: 22955616
  27. Epigenetic profiling of somatic tissues from human autopsy specimens identifies tissue- and individual-specific DNA methylation patterns.
    Hum Mol Genet. 2009 Dec 15;18(24):4808-17 PMID: 19776032
  28. The human genome browser at UCSC.
    Genome Res. 2002 Jun;12(6):996-1006 PMID: 12045153
  29. Programming of DNA methylation patterns.
    Annu Rev Biochem. 2012;81:97-117 PMID: 22404632
  30. A novel CpG island set identifies tissue-specific methylation at developmental gene loci.
    PLoS Biol. 2008 Jan;6(1):e22 PMID: 18232738
  31. Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists.
    Nucleic Acids Res. 2009 Jan;37(1):1-13 PMID: 19033363
  32. Evaluation of the Infinium Methylation 450K technology.
    Epigenomics. 2011 Dec;3(6):771-84 PMID: 22126295
  33. Genetics and epigenetics: stability and plasticity during cellular differentiation.
    Trends Genet. 2009 Mar;25(3):129-36 PMID: 19185382
  34. Docosahexaenoic acid suppresses apolipoprotein A-I gene expression through hepatocyte nuclear factor-3β.
    Am J Clin Nutr. 2011 Aug;94(2):594-600 PMID: 21653803
  35. GREAT improves functional interpretation of cis-regulatory regions.
    Nat Biotechnol. 2010 May;28(5):495-501 PMID: 20436461
  36. Tissue specific differentially methylated regions (TDMR): Changes in DNA methylation during development.
    Genomics. 2009 Feb;93(2):130-9 PMID: 18952162
  37. Male-pattern baldness susceptibility locus at 20p11.
    Nat Genet. 2008 Nov;40(11):1282-4 PMID: 18849991
  38. DNA methylation signatures in development and aging of the human prefrontal cortex.
    Am J Hum Genet. 2012 Feb 10;90(2):260-72 PMID: 22305529
  39. An integrated resource for genome-wide identification and analysis of human tissue-specific differentially methylated regions (tDMRs).
    Genome Res. 2008 Sep;18(9):1518-29 PMID: 18577705
  40. Epigenetic features are significantly associated with alternative splicing.
    BMC Genomics. 2012 Mar 29;13:123 PMID: 22455468
  41. CpGcluster: a distance-based algorithm for CpG-island detection.
    BMC Bioinformatics. 2006 Oct 12;7:446 PMID: 17038168
  42. DNA-binding factors shape the mouse methylome at distal regulatory regions.
    Nature. 2011 Dec 14;480(7378):490-5 PMID: 22170606
  43. Redefining CpG islands using hidden Markov models.
    Biostatistics. 2010 Jul;11(3):499-514 PMID: 20212320
  44. Conserved role of intragenic DNA methylation in regulating alternative promoters.
    Nature. 2010 Jul 8;466(7303):253-7 PMID: 20613842
Article Info
Journal
Epigenetics & chromatin
Abbr.
Epigenetics Chromatin
ISSN
1756-8935
Published
2013-08-06
Epub
2013-00-06
Pages
26
Language
English
Region
England
NLM ID
101471619
PMCID
PMC3750594
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]