Comparison of sequencing-based methods to profile DNA methylation and identification of monoallelic epigenetic modifications

被引:491
作者
Harris, R. Alan [2 ]
Wang, Ting [3 ]
Coarfa, Cristian [2 ]
Nagarajan, Raman P. [1 ]
Hong, Chibo [1 ]
Downey, Sara L. [1 ]
Johnson, Brett E. [1 ]
Fouse, Shaun D. [1 ]
Delaney, Allen [4 ]
Zhao, Yongjun [4 ]
Olshen, Adam [1 ]
Ballinger, Tracy [5 ]
Zhou, Xin [3 ]
Forsberg, Kevin J. [3 ]
Gu, Junchen [3 ]
Echipare, Lorigail [6 ,7 ]
O'Geen, Henriette [6 ,7 ]
Lister, Ryan [8 ]
Pelizzola, Mattia [8 ]
Xi, Yuanxin [9 ]
Epstein, Charles B. [10 ]
Bernstein, Bradley E. [10 ,11 ,12 ,13 ]
Hawkins, R. David [14 ]
Ren, Bing [14 ,15 ]
Chung, Wen-Yu [16 ,17 ]
Gu, Hongcang [10 ]
Bock, Christoph [10 ,18 ,19 ,20 ]
Gnirke, Andreas [10 ]
Zhang, Michael Q. [16 ,17 ]
Haussler, David [5 ]
Ecker, Joseph R. [8 ]
Li, Wei [9 ]
Farnham, Peggy J. [6 ,7 ]
Waterland, Robert A. [2 ,21 ]
Meissner, Alexander [10 ,18 ,19 ]
Marra, Marco A. [4 ]
Hirst, Martin [4 ]
Milosavljevic, Aleksandar [2 ]
Costello, Joseph F. [1 ]
机构
[1] Univ Calif San Francisco, Dept Neurosurg, Brain Tumor Res Ctr, Helen Diller Family Comprehens Canc Ctr, San Francisco, CA 94143 USA
[2] Baylor Coll Med, Dept Mol & Human Genet, Houston, TX 77030 USA
[3] Washington Univ, Sch Med, Dept Genet, Ctr Genome Sci & Syst Biol, St Louis, MO 63110 USA
[4] BC Canc Agcy, Genome Sci Ctr, Vancouver, BC, Canada
[5] Univ Calif Santa Cruz, Ctr Biomol Sci & Engn, Santa Cruz, CA 95064 USA
[6] Univ Calif Davis, Dept Pharmacol, Davis, CA 95616 USA
[7] Univ Calif Davis, Genome Ctr, Davis, CA 95616 USA
[8] Salk Inst Biol Studies, Genom Anal Lab, La Jolla, CA 92037 USA
[9] Baylor Coll Med, Dept Mol & Cellular Biol, Dan L Duncan Canc Ctr, Div Biostat, Houston, TX 77030 USA
[10] Harvard & MIT, Broad Inst, Cambridge, MA USA
[11] Massachusetts Gen Hosp, Dept Pathol, Boston, MA 02114 USA
[12] Harvard Univ, Sch Med, Boston, MA USA
[13] Massachusetts Gen Hosp, Ctr Canc Res, Boston, MA 02114 USA
[14] Univ Calif San Diego, Ludwig Inst Canc Res, La Jolla, CA 92093 USA
[15] Univ Calif San Diego, Dept Cellular & Mol Med, La Jolla, CA 92093 USA
[16] Cold Spring Harbor Lab, Cold Spring Harbor, NY 11724 USA
[17] Univ Texas Dallas, Dept Mol & Cell Biol, Ctr Syst Biol, Dallas, TX 75230 USA
[18] Harvard Univ, Dept Stem Cell & Regenerat Biol, Cambridge, MA 02138 USA
[19] Harvard Stem Cell Inst, Cambridge, MA USA
[20] Max Planck Inst Informat, Saarbrucken, Germany
[21] Baylor Coll Med, Dept Pediat, USDA ARS Childrens Nutr Res Ctr, Houston, TX 77030 USA
关键词
TRANSPOSABLE ELEMENTS; GENOME; IMMUNOPRECIPITATION; 5-HYDROXYMETHYLCYTOSINE; EXPRESSION; CONVERSION; NETWORK; TARGETS; GENES; MAPS;
D O I
10.1038/nbt.1682
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Analysis of DNA methylation patterns relies increasingly on sequencing-based profiling methods. The four most frequently used sequencing-based technologies are the bisulfite-based methods MethylC-seq and reduced representation bisulfite sequencing (RRBS), and the enrichment-based techniques methylated DNA immunoprecipitation sequencing (MeDIP-seq) and methylated DNA binding domain sequencing (MBD-seq). We applied all four methods to biological replicates of human embryonic stem cells to assess their genome-wide CpG coverage, resolution, cost, concordance and the influence of CpG density and genomic context. The methylation levels assessed by the two bisulfite methods were concordant ( their difference did not exceed a given threshold) for 82% for CpGs and 99% of the non-CpG cytosines. Using binary methylation calls, the two enrichment methods were 99% concordant and regions assessed by all four methods were 97% concordant. We combined MeDIP-seq with methylation-sensitive restriction enzyme (MRE-seq) sequencing for comprehensive methylome coverage at lower cost. This, along with RNA-seq and ChIP-seq of the ES cells enabled us to detect regions with allele-specific epigenetic states, identifying most known imprinted regions and new loci with monoallelic epigenetic marks and monoallelic expression.
引用
收藏
页码:1097 / U194
页数:12
相关论文
共 44 条
[1]   Conserved methylation imprints in the human and mouse GRB10 genes with divergent allelic expression suggests differential reading of the same mark [J].
Arnaud, P ;
Monk, D ;
Hitchins, M ;
Gordon, E ;
Dean, W ;
Beechey, CV ;
Peters, J ;
Craigen, W ;
Preece, M ;
Stanier, P ;
Moore, GE ;
Kelsey, G .
HUMAN MOLECULAR GENETICS, 2003, 12 (09) :1005-1019
[2]   Targeted and genome-scale strategies reveal gene-body methylation signatures in human cells [J].
Ball, Madeleine P. ;
Li, Jin Billy ;
Gao, Yuan ;
Lee, Je-Hyuk ;
LeProust, Emily M. ;
Park, In-Hyun ;
Xie, Bin ;
Daley, George Q. ;
Church, George M. .
NATURE BIOTECHNOLOGY, 2009, 27 (04) :361-368
[3]   DNA methylation patterns and epigenetic memory [J].
Bird, A .
GENES & DEVELOPMENT, 2002, 16 (01) :6-21
[4]   Sole-Search: an integrated analysis program for peak detection and functional annotation using ChIP-seq data [J].
Blahnik, Kimberly R. ;
Dou, Lei ;
O'Geen, Henriette ;
McPhillips, Timothy ;
Xu, Xiaoqin ;
Cao, Alina R. ;
Iyengar, Sushma ;
Nicolet, Charles M. ;
Ludaescher, Bertram ;
Korf, Ian ;
Farnham, Peggy J. .
NUCLEIC ACIDS RESEARCH, 2010, 38 (03) :e13.1-e13.17
[5]   Transposable elements in gene regulation and in the evolution of vertebrate genomes [J].
Bourque, Guillaume .
CURRENT OPINION IN GENETICS & DEVELOPMENT, 2009, 19 (06) :607-612
[6]  
Coarfa Cristian, 2008, Pac Symp Biocomput, P102
[7]   Shotgun bisulphite sequencing of the Arabidopsis genome reveals DNA methylation patterning [J].
Cokus, Shawn J. ;
Feng, Suhua ;
Zhang, Xiaoyu ;
Chen, Zugen ;
Merriman, Barry ;
Haudenschild, Christian D. ;
Pradhan, Sriharsa ;
Nelson, Stanley F. ;
Pellegrini, Matteo ;
Jacobsen, Steven E. .
NATURE, 2008, 452 (7184) :215-219
[8]   Targeted bisulfite sequencing reveals changes in DNA methylation associated with nuclear reprogramming [J].
Deng, Jie ;
Shoemaker, Robert ;
Xie, Bin ;
Gore, Athurva ;
LeProust, Emily M. ;
Antosiewicz-Bourget, Jessica ;
Egli, Dieter ;
Maherali, Nimet ;
Park, In-Hyun ;
Yu, Junying ;
Daley, George Q. ;
Eggan, Kevin ;
Hochedlinger, Konrad ;
Thomson, James ;
Wang, Wei ;
Gao, Yuan ;
Zhang, Kun .
NATURE BIOTECHNOLOGY, 2009, 27 (04) :353-360
[9]   A Bayesian deconvolution strategy for immunoprecipitation-based DNA methylome analysis [J].
Down, Thomas A. ;
Rakyan, Vardhman K. ;
Turner, Daniel J. ;
Flicek, Paul ;
Li, Heng ;
Kulesha, Eugene ;
Graf, Stefan ;
Johnson, Nathan ;
Herrero, Javier ;
Tomazou, Eleni M. ;
Thorne, Natalie P. ;
Backdahl, Liselotte ;
Herberth, Marlis ;
Howe, Kevin L. ;
Jackson, David K. ;
Miretti, Marcos M. ;
Marioni, John C. ;
Birney, Ewan ;
Hubbard, Tim J. P. ;
Durbin, Richard ;
Tavare, Simon ;
Beck, Stephan .
NATURE BIOTECHNOLOGY, 2008, 26 (07) :779-785
[10]   NEOMORPHIC AGOUTI MUTATIONS IN OBESE YELLOW MICE [J].
DUHL, DMJ ;
VRIELING, H ;
MILLER, KA ;
WOLFF, GL ;
BARSH, GS .
NATURE GENETICS, 1994, 8 (01) :59-65