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
[11]   HYPOMETHYLATION DISTINGUISHES GENES OF SOME HUMAN CANCERS FROM THEIR NORMAL COUNTERPARTS [J].
FEINBERG, AP ;
VOGELSTEIN, B .
NATURE, 1983, 301 (5895) :89-92
[12]   TISSUE-SPECIFIC DIFFERENCES IN DNA METHYLATION IN VARIOUS MAMMALS [J].
GAMASOSA, MA ;
MIDGETT, RM ;
SLAGEL, VA ;
GITHENS, S ;
KUO, KC ;
GEHRKE, CW ;
EHRLICH, M .
BIOCHIMICA ET BIOPHYSICA ACTA, 1983, 740 (02) :212-219
[13]   MethDB - a public database for DNA methylation data [J].
Grunau, C ;
Renault, E ;
Rosenthal, A ;
Roizes, G .
NUCLEIC ACIDS RESEARCH, 2001, 29 (01) :270-274
[14]   Genome-scale DNA methylation mapping of clinical samples at single-nucleotide resolution [J].
Gu, Hongcang ;
Bock, Christoph ;
Mikkelsen, Tarjei S. ;
Jaeger, Natalie ;
Smith, Zachary D. ;
Tomazou, Eleni ;
Gnirke, Andreas ;
Lander, Eric S. ;
Meissner, Alexander .
NATURE METHODS, 2010, 7 (02) :133-U69
[15]   Gene body-specific methylation on the active X chromosome [J].
Hellman, Asaf ;
Chess, Andrew .
SCIENCE, 2007, 315 (5815) :1141-1143
[16]   Role of Tet proteins in 5mC to 5hmC conversion, ES-cell self-renewal and inner cell mass specification [J].
Ito, Shinsuke ;
D'Alessio, Ana C. ;
Taranova, Olena V. ;
Hong, Kwonho ;
Sowers, Lawrence C. ;
Zhang, Yi .
NATURE, 2010, 466 (7310) :1129-U151
[17]   Methyl-DNA immunoprecipitation (MeDIP): Hunting down the DNA methylome [J].
Jacinto, Filipe V. ;
Ballestar, Esteban ;
Esteller, Manel .
BIOTECHNIQUES, 2008, 44 (01) :35-+
[18]   Moving AHEAD with an international human epigenome project [J].
Jones, Peter A. ;
Archer, Trevor K. ;
Baylin, Stephen B. ;
Beck, Stephan ;
Berger, Shelley ;
Bernstein, Bradley E. ;
Carpten, John D. ;
Clark, Susan J. ;
Costello, Joseph F. ;
Doerge, Rebecca W. ;
Esteller, Manel ;
Feinberg, Andrew P. ;
Gingeras, Thomas R. ;
Greally, John M. ;
Henikoff, Steven ;
Herman, James G. ;
Jackson-Grusby, Laurie ;
Jenuwein, Thomas ;
Jirtle, Randy L. ;
Kim, Young-Joon ;
Laird, Peter W. ;
Lim, Bing ;
Martienssen, Robert ;
Polyak, Kornelia ;
Stunnenberg, Henk ;
Tlsty, Thea Dorothy ;
Tycko, Benjamin ;
Ushijima, Toshikazu ;
Zhu, Jingde ;
Pirrotta, Vincenzo ;
Allis, C. David ;
Elgin, Sarah C. ;
Rine, Jasper ;
Wu, Carl .
NATURE, 2008, 454 (7205) :711-715
[19]   The Nuclear DNA Base 5-Hydroxymethylcytosine Is Present in Purkinje Neurons and the Brain [J].
Kriaucionis, Skirmantas ;
Heintz, Nathaniel .
SCIENCE, 2009, 324 (5929) :929-930
[20]   Transposable elements have rewired the core regulatory network of human embryonic stem cells [J].
Kunarso, Galih ;
Chia, Na-Yu ;
Jeyakani, Justin ;
Hwang, Catalina ;
Lu, Xinyi ;
Chan, Yun-Shen ;
Ng, Huck-Hui ;
Bourque, Guillaume .
NATURE GENETICS, 2010, 42 (07) :631-U111