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
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