Home LiteratureArticle Details
PMID: 19325872 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

DNA methylation analysis of chromosome 21 gene promoters at single base pair and single allele resolution.

PLoS genetics ·Vol. 5 ·No. 3 ·2009-03-00 ·Pages e1000438

Zhang Y, Rohde C, Tierling S, Jurkowski TP, Bock C, Santacruz D, Ragozin S, Reinhardt R, Groth M, Walter J, Jeltsch A

Abstract

Differential DNA methylation is an essential epigenetic signal for gene regulation, development, and disease processes. We mapped DNA methylation patterns of 190 gene promoter regions on chromosome 21 using bisulfite conversion and subclone sequencing in five human cell types. A total of 28,626 subclones were sequenced at high accuracy using (long-read) Sanger sequencing resulting in the measurement of the DNA methylation state of 580427 CpG sites. Our results show that average DNA methylation levels are distributed bimodally with enrichment of highly methylated and unmethylated sequences, both for amplicons and individual subclones, which represent single alleles from individual cells. Within CpG-rich sequences, DNA methylation was found to be anti-correlated with CpG dinucleotide density and GC content, and methylated CpGs are more likely to be flanked by AT-rich sequences. We observed over-representation of CpG sites in distances of 9, 18, and 27 bps in highly methylated amplicons. However, DNA sequence alone is not sufficient to predict an amplicon's DNA methylation status, since 43% of all amplicons are differentially methylated between the cell types studied here. DNA methylation in promoter regions is strongly correlated with the absence of gene expression and low levels of activating epigenetic marks like H3K4 methylation and H3K9 and K14 acetylation. Utilizing the single base pair and single allele resolution of our data, we found that i) amplicons from different parts of a CpG island frequently differ in their DNA methylation level, ii) methylation levels of individual cells in one tissue are very similar, and iii) methylation patterns follow a relaxed site-specific distribution. Furthermore, iv) we identified three cases of allele-specific DNA methylation on chromosome 21. Our data shed new light on the nature of methylation patterns in human cells, the sequence dependence of DNA methylation, and its function as epigenetic signal in gene regulation. Further, we illustrate genotype-epigenotype interactions by showing novel examples of allele-specific methylation.

MeSH Terms
Alleles Base Pairing Base Sequence Chromosomes, Human, Pair 21/genetics CpG Islands DNA Methylation Epigenesis, Genetic Genotype Humans Promoter Regions, Genetic/genetics
Authors & Affiliations
11 authors, click to expand affiliations / ORCID
Zhang Yingying
School of Engineering and Science, Jacobs University Bremen, Bremen, Germany.
Rohde Christian
Tierling Sascha
Jurkowski Tomasz P
Bock Christoph
Santacruz Diana
Ragozin Sergey
Reinhardt Richard
Groth Marco
Walter Jörn
Jeltsch Albert
Conflict of Interest

The authors have declared that no competing interests exist.

References (60)
60 references, click to expand
  1. Epigenetics in human disease and prospects for epigenetic therapy.
    Nature. 2004 May 27;429(6990):457-63 PMID: 15164071
  2. A high-resolution map of active promoters in the human genome.
    Nature. 2005 Aug 11;436(7052):876-80 PMID: 15988478
  3. A novel CpG island set identifies tissue-specific methylation at developmental gene loci.
    PLoS Biol. 2008 Jan;6(1):e22 PMID: 18232738
  4. Cytosine methylation profiling of cancer cell lines.
    Proc Natl Acad Sci U S A. 2008 Mar 25;105(12):4844-9 PMID: 18353987
  5. DNA methylation landscapes: provocative insights from epigenomics.
    Nat Rev Genet. 2008 Jun;9(6):465-76 PMID: 18463664
  6. Eukaryotic cytosine methyltransferases.
    Annu Rev Biochem. 2005;74:481-514 PMID: 15952895
  7. Inter-individual variation of DNA methylation and its implications for large-scale epigenome mapping.
    Nucleic Acids Res. 2008 Jun;36(10):e55 PMID: 18413340
  8. Chromatin modifications and their function.
    Cell. 2007 Feb 23;128(4):693-705 PMID: 17320507
  9. Evidence for an instructive mechanism of de novo methylation in cancer cells.
    Nat Genet. 2006 Feb;38(2):149-53 PMID: 16444255
  10. MethPrimer: designing primers for methylation PCRs.
    Bioinformatics. 2002 Nov;18(11):1427-31 PMID: 12424112
  11. Bisulfite sequencing Data Presentation and Compilation (BDPC) web server--a useful tool for DNA methylation analysis.
    Nucleic Acids Res. 2008 Mar;36(5):e34 PMID: 18296484
  12. Excessive CpG island hypermethylation in cancer cell lines versus primary human malignancies.
    Hum Mol Genet. 2001 Jun 15;10(13):1413-9 PMID: 11440994
  13. Aberrant CpG-island methylation has non-random and tumour-type-specific patterns.
    Nat Genet. 2000 Feb;24(2):132-8 PMID: 10655057
  14. Chromosome-wide and promoter-specific analyses identify sites of differential DNA methylation in normal and transformed human cells.
    Nat Genet. 2005 Aug;37(8):853-62 PMID: 16007088
  15. Comprehensive analysis of CpG islands in human chromosomes 21 and 22.
    Proc Natl Acad Sci U S A. 2002 Mar 19;99(6):3740-5 PMID: 11891299
  16. Structure of Dnmt3a bound to Dnmt3L suggests a model for de novo DNA methylation.
    Nature. 2007 Sep 13;449(7159):248-51 PMID: 17713477
  17. CpG-rich islands and the function of DNA methylation.
    Nature. 1986 May 15-21;321(6067):209-13 PMID: 2423876
  18. DNA methylation analysis by bisulfite conversion, cloning, and sequencing of individual clones.
    Methods Mol Biol. 2009;507:177-87 PMID: 18987815
  19. BiSearch: primer-design and search tool for PCR on bisulfite-treated genomes.
    Nucleic Acids Res. 2005 Jan 13;33(1):e9 PMID: 15653630
  20. Large-scale structure of genomic methylation patterns.
    Genome Res. 2006 Feb;16(2):157-63 PMID: 16365381
  21. Stability and flexibility of epigenetic gene regulation in mammalian development.
    Nature. 2007 May 24;447(7143):425-32 PMID: 17522676
  22. A genomic sequencing protocol that yields a positive display of 5-methylcytosine residues in individual DNA strands.
    Proc Natl Acad Sci U S A. 1992 Mar 1;89(5):1827-31 PMID: 1542678
  23. Genome-scale DNA methylation maps of pluripotent and differentiated cells.
    Nature. 2008 Aug 7;454(7205):766-70 PMID: 18600261
  24. Genomic surveys by methylation-sensitive SNP analysis identify sequence-dependent allele-specific DNA methylation.
    Nat Genet. 2008 Jul;40(7):904-8 PMID: 18568024
  25. An anatomy of normal and malignant gene expression.
    Proc Natl Acad Sci U S A. 2002 Aug 20;99(17):11287-92 PMID: 12119410
  26. Control of developmental regulators by Polycomb in human embryonic stem cells.
    Cell. 2006 Apr 21;125(2):301-13 PMID: 16630818
  27. Highly integrated single-base resolution maps of the epigenome in Arabidopsis.
    Cell. 2008 May 2;133(3):523-36 PMID: 18423832
  28. Purification of CpG islands using a methylated DNA binding column.
    Nat Genet. 1994 Mar;6(3):236-44 PMID: 8012384
  29. The methylome: approaches for global DNA methylation profiling.
    Trends Genet. 2008 May;24(5):231-7 PMID: 18325624
  30. Genomic DNA methylation: the mark and its mediators.
    Trends Biochem Sci. 2006 Feb;31(2):89-97 PMID: 16403636
  31. The epigenetics of cancer etiology.
    Semin Cancer Biol. 2004 Dec;14(6):427-32 PMID: 15489135
  32. A stem cell-like chromatin pattern may predispose tumor suppressor genes to DNA hypermethylation and heritable silencing.
    Nat Genet. 2007 Feb;39(2):237-42 PMID: 17211412
  33. CpG island mapping by epigenome prediction.
    PLoS Comput Biol. 2007 Jun;3(6):e110 PMID: 17559301
  34. A genome-wide analysis of CpG dinucleotides in the human genome distinguishes two distinct classes of promoters.
    Proc Natl Acad Sci U S A. 2006 Jan 31;103(5):1412-7 PMID: 16432200
  35. Recent advances in X-chromosome inactivation.
    Curr Opin Cell Biol. 2004 Jun;16(3):247-55 PMID: 15145348
  36. The UCSC Genome Browser Database: 2008 update.
    Nucleic Acids Res. 2008 Jan;36(Database issue):D773-9 PMID: 18086701
  37. GOTree Machine (GOTM): a web-based platform for interpreting sets of interesting genes using Gene Ontology hierarchies.
    BMC Bioinformatics. 2004 Feb 18;5:16 PMID: 14975175
  38. The epigenomics of cancer.
    Cell. 2007 Feb 23;128(4):683-92 PMID: 17320506
  39. The Polycomb group protein EZH2 directly controls DNA methylation.
    Nature. 2006 Feb 16;439(7078):871-4 PMID: 16357870
  40. Profound flanking sequence preference of Dnmt3a and Dnmt3b mammalian DNA methyltransferases shape the human epigenome.
    J Mol Biol. 2005 May 20;348(5):1103-12 PMID: 15854647
  41. The necessity of a human epigenome project.
    Carcinogenesis. 2006 Jun;27(6):1121-5 PMID: 16699174
  42. Shotgun bisulphite sequencing of the Arabidopsis genome reveals DNA methylation patterning.
    Nature. 2008 Mar 13;452(7184):215-9 PMID: 18278030
  43. Epigenetic reprogramming in mammalian development.
    Science. 2001 Aug 10;293(5532):1089-93 PMID: 11498579
  44. Widespread monoallelic expression on human autosomes.
    Science. 2007 Nov 16;318(5853):1136-40 PMID: 18006746
  45. Epigenetic stem cell signature in cancer.
    Nat Genet. 2007 Feb;39(2):157-8 PMID: 17200673
  46. The mammalian epigenome.
    Cell. 2007 Feb 23;128(4):669-81 PMID: 17320505
  47. The CpG island searcher: a new WWW resource.
    In Silico Biol. 2003;3(3):235-40 PMID: 12954087
  48. CpG islands in vertebrate genomes.
    J Mol Biol. 1987 Jul 20;196(2):261-82 PMID: 3656447
  49. Dosage compensation in mammals: fine-tuning the expression of the X chromosome.
    Genes Dev. 2006 Jul 15;20(14):1848-67 PMID: 16847345
  50. Differential allelic expression in the human genome: a robust approach to identify genetic and epigenetic cis-acting mechanisms regulating gene expression.
    PLoS Genet. 2008 Feb 29;4(2):e1000006 PMID: 18454203
  51. Distribution, silencing potential and evolutionary impact of promoter DNA methylation in the human genome.
    Nat Genet. 2007 Apr;39(4):457-66 PMID: 17334365
  52. 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
  53. Microarray-based DNA methylation profiling: technology and applications.
    Nucleic Acids Res. 2006 Jan 20;34(2):528-42 PMID: 16428248
  54. Formation of nucleoprotein filaments by mammalian DNA methyltransferase Dnmt3a in complex with regulator Dnmt3L.
    Nucleic Acids Res. 2008 Dec;36(21):6656-63 PMID: 18945701
  55. Genomic maps and comparative analysis of histone modifications in human and mouse.
    Cell. 2005 Jan 28;120(2):169-81 PMID: 15680324
  56. A comprehensive analysis of allelic methylation status of CpG islands on human chromosome 21q.
    Genome Res. 2004 Feb;14(2):247-66 PMID: 14762061
  57. DNA methylation profiling of human chromosomes 6, 20 and 22.
    Nat Genet. 2006 Dec;38(12):1378-85 PMID: 17072317
  58. High sensitivity mapping of methylated cytosines.
    Nucleic Acids Res. 1994 Aug 11;22(15):2990-7 PMID: 8065911
  59. BiQ Analyzer: visualization and quality control for DNA methylation data from bisulfite sequencing.
    Bioinformatics. 2005 Nov 1;21(21):4067-8 PMID: 16141249
  60. DNA methylation patterns and epigenetic memory.
    Genes Dev. 2002 Jan 1;16(1):6-21 PMID: 11782440
Article Info
Journal
PLoS genetics
Abbr.
PLoS Genet
ISSN
1553-7404
Published
2009-03-00
Epub
2009-00-27
Pages
e1000438
Language
English
Region
United States
NLM ID
101239074
PMCID
PMC2653639
Subset
IM
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]