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PMID: 18612301 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

A Bayesian deconvolution strategy for immunoprecipitation-based DNA methylome analysis.

Nature biotechnology ·Vol. 26 ·No. 7 ·2008-07-00 ·Pages 779-85

Down TA, Rakyan VK, Turner DJ, Flicek P, Li H, Kulesha E, Gräf S, Johnson N, Herrero J, Tomazou EM, Thorne NP, Bäckdahl L, Herberth M, Howe KL, Jackson DK, Miretti MM, Marioni JC, Birney E, Hubbard TJ, Durbin R, Tavaré S, Beck S

Abstract

DNA methylation is an indispensible epigenetic modification required for regulating the expression of mammalian genomes. Immunoprecipitation-based methods for DNA methylome analysis are rapidly shifting the bottleneck in this field from data generation to data analysis, necessitating the development of better analytical tools. In particular, an inability to estimate absolute methylation levels remains a major analytical difficulty associated with immunoprecipitation-based DNA methylation profiling. To address this issue, we developed a cross-platform algorithm-Bayesian tool for methylation analysis (Batman)-for analyzing methylated DNA immunoprecipitation (MeDIP) profiles generated using oligonucleotide arrays (MeDIP-chip) or next-generation sequencing (MeDIP-seq). We developed the latter approach to provide a high-resolution whole-genome DNA methylation profile (DNA methylome) of a mammalian genome. Strong correlation of our data, obtained using mature human spermatozoa, with those obtained using bisulfite sequencing suggest that combining MeDIP-seq or MeDIP-chip with Batman provides a robust, quantitative and cost-effective functional genomic strategy for elucidating the function of DNA methylation.

MeSH Terms
Algorithms Base Sequence Bayes Theorem Chromatin Immunoprecipitation/methods Chromosome Mapping/methods DNA/genetics DNA Methylation Molecular Sequence Data Pattern Recognition, Automated/methods Sequence Analysis, DNA/methods
Chemicals
DNA
Authors & Affiliations
22 authors, click to expand affiliations / ORCID
Down Thomas A
Wellcome Trust Cancer Research UK Gurdon Institute, and Department of Genetics, University of Cambridge, Tennis Court Road, Cambridge CB2 1QR, UK. thomas.down@gurdon.cam.ac.uk
Rakyan Vardhman K
Turner Daniel J
Flicek Paul
Li Heng
Kulesha Eugene
Gräf Stefan
Johnson Nathan
Herrero Javier
Tomazou Eleni M
Thorne Natalie P
Bäckdahl Liselotte
Herberth Marlis
Howe Kevin L
Jackson David K
Miretti Marcos M
Marioni John C
Birney Ewan
Hubbard Tim J P
Durbin Richard
Tavaré Simon
Beck Stephan
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Article Info
Journal
Nature biotechnology
Abbr.
Nat Biotechnol
ISSN
1546-1696
Published
2008-07-00
Pages
779-85
Language
English
Region
United States
NLM ID
9604648
PMCID
PMC2644410
Subset
IM
Grants
Wellcome Trust · 077198 · United Kingdom
Wellcome Trust · 083563 · United Kingdom
Wellcome Trust · 084071 · United Kingdom
Cancer Research UK · C14303/A8646 · United Kingdom
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