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Volumn 9, Issue 11, 2013, Pages

Practical Guidelines for the Comprehensive Analysis of ChIP-seq Data

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; DATA VISUALIZATION; ENCODING (SYMBOLS); GENE ENCODING; QUALITY CONTROL;

EID: 84888264156     PISSN: 1553734X     EISSN: 15537358     Source Type: Journal    
DOI: 10.1371/journal.pcbi.1003326     Document Type: Article
Times cited : (189)

References (99)
  • 1
    • 34250159524 scopus 로고    scopus 로고
    • Genome-wide mapping of in vivo protein-DNA interactions
    • Johnson DS, Mortazavi A, Myers RM, Wold B, (2007) Genome-wide mapping of in vivo protein-DNA interactions. Science 316: 1497-1502.
    • (2007) Science , vol.316 , pp. 1497-1502
    • Johnson, D.S.1    Mortazavi, A.2    Myers, R.M.3    Wold, B.4
  • 2
    • 34249026300 scopus 로고    scopus 로고
    • High-resolution profiling of histone methylations in the human genome
    • Barski A, Cuddapah S, Cui K, Roth TY, Schones DE, et al. (2007) High-resolution profiling of histone methylations in the human genome. Cell 129: 823-837.
    • (2007) Cell , vol.129 , pp. 823-837
    • Barski, A.1    Cuddapah, S.2    Cui, K.3    Roth, T.Y.4    Schones, D.E.5
  • 3
    • 34547633677 scopus 로고    scopus 로고
    • Genome-wide profiles of STAT1 DNA association using chromatin immunoprecipitation and massively parallel sequencing
    • Robertson G, Hirst M, Bainbridge M, Bilenky M, Zhao Y, et al. (2007) Genome-wide profiles of STAT1 DNA association using chromatin immunoprecipitation and massively parallel sequencing. Nat Methods 4: 651-657.
    • (2007) Nat Methods , vol.4 , pp. 651-657
    • Robertson, G.1    Hirst, M.2    Bainbridge, M.3    Bilenky, M.4    Zhao, Y.5
  • 4
    • 34547624303 scopus 로고    scopus 로고
    • Genome-wide maps of chromatin state in pluripotent and lineage-committed cells
    • Mikkelsen TS, Ku M, Jaffe DB, Issac B, Lieberman E, et al. (2007) Genome-wide maps of chromatin state in pluripotent and lineage-committed cells. Nature 448: 553-560.
    • (2007) Nature , vol.448 , pp. 553-560
    • Mikkelsen, T.S.1    Ku, M.2    Jaffe, D.B.3    Issac, B.4    Lieberman, E.5
  • 5
    • 84869502241 scopus 로고    scopus 로고
    • ChIP-seq and beyond: new and improved methodologies to detect and characterize protein-DNA interactions
    • Furey TS, (2012) ChIP-seq and beyond: new and improved methodologies to detect and characterize protein-DNA interactions. Nat Rev Genet 13: 840-852.
    • (2012) Nat Rev Genet , vol.13 , pp. 840-852
    • Furey, T.S.1
  • 6
    • 81055157018 scopus 로고    scopus 로고
    • Studying the epigenome using next generation sequencing
    • Ku CS, Naidoo N, Wu M, Soong R, (2011) Studying the epigenome using next generation sequencing. J Med Genet 48: 721-730.
    • (2011) J Med Genet , vol.48 , pp. 721-730
    • Ku, C.S.1    Naidoo, N.2    Wu, M.3    Soong, R.4
  • 7
    • 84865777819 scopus 로고    scopus 로고
    • ChIP-seq guidelines and practices of the ENCODE and modENCODE consortia
    • Landt SG, Marinov GK, Kundaje A, Kheradpour P, Pauli F, et al. (2012) ChIP-seq guidelines and practices of the ENCODE and modENCODE consortia. Genome Res 22: 1813-1831.
    • (2012) Genome Res , vol.22 , pp. 1813-1831
    • Landt, S.G.1    Marinov, G.K.2    Kundaje, A.3    Kheradpour, P.4    Pauli, F.5
  • 8
    • 84861964081 scopus 로고    scopus 로고
    • Systematic evaluation of factors influencing ChIP-seq fidelity
    • Chen Y, Negre N, Li Q, Mieczkowska JO, Slattery M, et al. (2012) Systematic evaluation of factors influencing ChIP-seq fidelity. Nat Methods 9: 609-614.
    • (2012) Nat Methods , vol.9 , pp. 609-614
    • Chen, Y.1    Negre, N.2    Li, Q.3    Mieczkowska, J.O.4    Slattery, M.5
  • 9
    • 57449100870 scopus 로고    scopus 로고
    • Design and analysis of ChIP-seq experiments for DNA-binding proteins
    • Kharchenko PV, Tolstorukov MY, Park PJ, (2008) Design and analysis of ChIP-seq experiments for DNA-binding proteins. Nat Biotechnol 26: 1351-1359.
    • (2008) Nat Biotechnol , vol.26 , pp. 1351-1359
    • Kharchenko, P.V.1    Tolstorukov, M.Y.2    Park, P.J.3
  • 10
    • 84875700725 scopus 로고    scopus 로고
    • Predicting the molecular complexity of sequencing libraries
    • Daley T, Smith AD, (2013) Predicting the molecular complexity of sequencing libraries. Nat Methods 10: 325-327.
    • (2013) Nat Methods , vol.10 , pp. 325-327
    • Daley, T.1    Smith, A.D.2
  • 11
    • 62349130698 scopus 로고    scopus 로고
    • Ultrafast and memory-efficient alignment of short DNA sequences to the human genome
    • Langmead B, Trapnell C, Pop M, Salzberg SL, (2009) Ultrafast and memory-efficient alignment of short DNA sequences to the human genome. Genome Biol 10: R25.
    • (2009) Genome Biol , vol.10
    • Langmead, B.1    Trapnell, C.2    Pop, M.3    Salzberg, S.L.4
  • 12
    • 67649884743 scopus 로고    scopus 로고
    • Fast and accurate short read alignment with Burrows-Wheeler transform
    • Li H, Durbin R, (2009) Fast and accurate short read alignment with Burrows-Wheeler transform. Bioinformatics 25: 1754-1760.
    • (2009) Bioinformatics , vol.25 , pp. 1754-1760
    • Li, H.1    Durbin, R.2
  • 13
    • 40049104732 scopus 로고    scopus 로고
    • SOAP: short oligonucleotide alignment program
    • Li R, Li Y, Kristiansen K, Wang J, (2008) SOAP: short oligonucleotide alignment program. Bioinformatics 24: 713-714.
    • (2008) Bioinformatics , vol.24 , pp. 713-714
    • Li, R.1    Li, Y.2    Kristiansen, K.3    Wang, J.4
  • 14
    • 55549097836 scopus 로고    scopus 로고
    • Mapping short DNA sequencing reads and calling variants using mapping quality scores
    • Li H, Ruan J, Durbin R, (2008) Mapping short DNA sequencing reads and calling variants using mapping quality scores. Genome Res 18: 1851-1858.
    • (2008) Genome Res , vol.18 , pp. 1851-1858
    • Li, H.1    Ruan, J.2    Durbin, R.3
  • 15
    • 84879382729 scopus 로고    scopus 로고
    • LOcating Non-Unique matched Tags (LONUT) to improve the detection of the enriched regions for ChIP-seq data
    • doi:10.1371/journal.pone.0067788
    • Wang R, Hsu H-K, Blattler A, Wang Y, Lan X, et al. (2013) LOcating Non-Unique matched Tags (LONUT) to improve the detection of the enriched regions for ChIP-seq data. PLoS ONE 8: e67788 doi:10.1371/journal.pone.0067788.
    • (2013) PLoS ONE , vol.8
    • Wang, R.1    Hsu, H.-K.2    Blattler, A.3    Wang, Y.4    Lan, X.5
  • 16
    • 84867345057 scopus 로고    scopus 로고
    • CHANCE: comprehensive software for quality control and validation of ChIP-seq data
    • Diaz A, Nellore A, Song JS, (2012) CHANCE: comprehensive software for quality control and validation of ChIP-seq data. Genome Biol 13: R98.
    • (2012) Genome Biol , vol.13
    • Diaz, A.1    Nellore, A.2    Song, J.S.3
  • 18
    • 84866086842 scopus 로고    scopus 로고
    • High resolution genome wide binding event finding and motif discovery reveals transcription factor spatial binding constraints
    • doi:10.1371/journal.pcbi.1002638
    • Guo Y, Mahony S, Gifford DK, (2012) High resolution genome wide binding event finding and motif discovery reveals transcription factor spatial binding constraints. PLoS Comput Biol 8: e1002638 doi:10.1371/journal.pcbi.1002638.
    • (2012) PLoS Comput Biol , vol.8
    • Guo, Y.1    Mahony, S.2    Gifford, D.K.3
  • 19
    • 52649132425 scopus 로고    scopus 로고
    • Genome-wide identification of in vivo protein-DNA binding sites from ChIP-Seq data
    • Jothi R, Cuddapah S, Barski A, Cui K, Zhao K, (2008) Genome-wide identification of in vivo protein-DNA binding sites from ChIP-Seq data. Nucleic Acids Res 36: 5221-5231.
    • (2008) Nucleic Acids Res , vol.36 , pp. 5221-5231
    • Jothi, R.1    Cuddapah, S.2    Barski, A.3    Cui, K.4    Zhao, K.5
  • 20
    • 70449711243 scopus 로고    scopus 로고
    • Computation for ChIP-seq and RNA-seq studies
    • Pepke S, Wold B, Mortazavi A, (2009) Computation for ChIP-seq and RNA-seq studies. Nat Methods 6: S22-S32.
    • (2009) Nat Methods , vol.6
    • Pepke, S.1    Wold, B.2    Mortazavi, A.3
  • 21
    • 77949532153 scopus 로고    scopus 로고
    • An effective approach for identification of in vivo protein-DNA binding sites from paired-end ChIP-Seq data
    • Wang C, Xu J, Zhang D, Wilson ZA, Zhang D, (2010) An effective approach for identification of in vivo protein-DNA binding sites from paired-end ChIP-Seq data. BMC Bioinformatics 11: 81.
    • (2010) BMC Bioinformatics , vol.11 , pp. 81
    • Wang, C.1    Xu, J.2    Zhang, D.3    Wilson, Z.A.4    Zhang, D.5
  • 22
    • 82555193352 scopus 로고    scopus 로고
    • Rapid innovation in ChIP-seq peak-calling algorithms is outdistancing benchmarking efforts
    • Szalkowski AM, Schmid CD, (2011) Rapid innovation in ChIP-seq peak-calling algorithms is outdistancing benchmarking efforts. Brief Bioinform 12: 626-633.
    • (2011) Brief Bioinform , vol.12 , pp. 626-633
    • Szalkowski, A.M.1    Schmid, C.D.2
  • 23
    • 79955564639 scopus 로고    scopus 로고
    • Measuring reproducibility of high-throughput experiments
    • Li Q, Brown J, Huang H, Bickel P, (2011) Measuring reproducibility of high-throughput experiments. Ann Appl Stat 5: 1752-1779.
    • (2011) Ann Appl Stat , vol.5 , pp. 1752-1779
    • Li, Q.1    Brown, J.2    Huang, H.3    Bickel, P.4
  • 24
    • 60149112271 scopus 로고    scopus 로고
    • PeakSeq enables systematic scoring of ChIP-seq experiments relative to controls
    • Rozowsky J, Euskirchen G, Auerbach RK, Zhang ZD, Gibson T, et al. (2009) PeakSeq enables systematic scoring of ChIP-seq experiments relative to controls. Nat Biotechnol 27: 66-75.
    • (2009) Nat Biotechnol , vol.27 , pp. 66-75
    • Rozowsky, J.1    Euskirchen, G.2    Auerbach, R.K.3    Zhang, Z.D.4    Gibson, T.5
  • 25
    • 84861133568 scopus 로고    scopus 로고
    • A computational pipeline for comparative ChIP-seq analyses
    • Bardet AF, He Q, Zeitlinger J, Stark A, (2011) A computational pipeline for comparative ChIP-seq analyses. Nat Protoc 7: 45-61.
    • (2011) Nat Protoc , vol.7 , pp. 45-61
    • Bardet, A.F.1    He, Q.2    Zeitlinger, J.3    Stark, A.4
  • 26
    • 79959473093 scopus 로고    scopus 로고
    • Characterization and improvement of RNA-Seq precision in quantitative transcript expression profiling
    • Łabaj PP, Leparc GG, Linggi BE, Markillie LM, Wiley HS, et al. (2011) Characterization and improvement of RNA-Seq precision in quantitative transcript expression profiling. Bioinformatics 27: i383-i391.
    • (2011) Bioinformatics , vol.27
    • Łabaj, P.P.1    Leparc, G.G.2    Linggi, B.E.3    Markillie, L.M.4    Wiley, H.S.5
  • 27
    • 33646858607 scopus 로고    scopus 로고
    • A temporal map of transcription factor activity: mef2 directly regulates target genes at all stages of muscle development
    • Sandmann T, Jensen LJ, Jakobsen JS, Karzynski MM, Eichenlaub MP, et al. (2006) A temporal map of transcription factor activity: mef2 directly regulates target genes at all stages of muscle development. Dev Cell 10: 797-807.
    • (2006) Dev Cell , vol.10 , pp. 797-807
    • Sandmann, T.1    Jensen, L.J.2    Jakobsen, J.S.3    Karzynski, M.M.4    Eichenlaub, M.P.5
  • 28
    • 69849103628 scopus 로고    scopus 로고
    • Comparative study on ChIP-seq data: normalization and binding pattern characterization
    • Taslim C, Wu J, Yan P, Singer G, Parvin J, et al. (2009) Comparative study on ChIP-seq data: normalization and binding pattern characterization. Bioinformatics 25: 2334-2340.
    • (2009) Bioinformatics , vol.25 , pp. 2334-2340
    • Taslim, C.1    Wu, J.2    Yan, P.3    Singer, G.4    Parvin, J.5
  • 29
    • 77951770756 scopus 로고    scopus 로고
    • BEDTools: a flexible suite of utilities for comparing genomic features
    • Quinlan AR, Hall IM, (2010) BEDTools: a flexible suite of utilities for comparing genomic features. Bioinformatics 26: 841-842.
    • (2010) Bioinformatics , vol.26 , pp. 841-842
    • Quinlan, A.R.1    Hall, I.M.2
  • 30
    • 84870830152 scopus 로고    scopus 로고
    • MULTOVL: fast multiple overlaps of genomic regions
    • Aszódi A, (2012) MULTOVL: fast multiple overlaps of genomic regions. Bioinformatics 28: 3318-3319.
    • (2012) Bioinformatics , vol.28 , pp. 3318-3319
    • Aszódi, A.1
  • 31
    • 77958471357 scopus 로고    scopus 로고
    • Differential expression analysis for sequence count data
    • Anders S, Huber W, (2010) Differential expression analysis for sequence count data. Genome Biol 11: R106.
    • (2010) Genome Biol , vol.11
    • Anders, S.1    Huber, W.2
  • 32
    • 75249087100 scopus 로고    scopus 로고
    • edgeR: a Bioconductor package for differential expression analysis of digital gene expression data
    • Robinson MD, McCarthy DJ, Smyth GK, (2010) edgeR: a Bioconductor package for differential expression analysis of digital gene expression data. Bioinformatics 26: 139-140.
    • (2010) Bioinformatics , vol.26 , pp. 139-140
    • Robinson, M.D.1    McCarthy, D.J.2    Smyth, G.K.3
  • 33
    • 84855177111 scopus 로고    scopus 로고
    • Detecting differential binding of transcription factors with ChIP-seq
    • Liang K, Keles S, (2012) Detecting differential binding of transcription factors with ChIP-seq. Bioinformatics 28: 121-122.
    • (2012) Bioinformatics , vol.28 , pp. 121-122
    • Liang, K.1    Keles, S.2
  • 34
    • 84862799740 scopus 로고    scopus 로고
    • MAnorm: a robust model for quantitative comparison of ChIP-Seq data sets
    • Shao Z, Zhang Y, Yuan GC, Orkin SH, Waxman DJ, (2012) MAnorm: a robust model for quantitative comparison of ChIP-Seq data sets. Genome Biol 13: R16.
    • (2012) Genome Biol , vol.13
    • Shao, Z.1    Zhang, Y.2    Yuan, G.C.3    Orkin, S.H.4    Waxman, D.J.5
  • 35
    • 79957869355 scopus 로고    scopus 로고
    • DIME: R-package for identifying differential ChIP-seq based on an ensemble of mixture models
    • Taslim C, Huang T, Lin S, (2011) DIME: R-package for identifying differential ChIP-seq based on an ensemble of mixture models. Bioinformatics 27: 1569-1570.
    • (2011) Bioinformatics , vol.27 , pp. 1569-1570
    • Taslim, C.1    Huang, T.2    Lin, S.3
  • 36
    • 53749092745 scopus 로고    scopus 로고
    • An HMM approach to genome-wide identification of differential histone modification sites from ChIP-seq data
    • Xu H, Wei CL, Lin F, Sung WK, (2008) An HMM approach to genome-wide identification of differential histone modification sites from ChIP-seq data. Bioinformatics 24: 2344-2349.
    • (2008) Bioinformatics , vol.24 , pp. 2344-2349
    • Xu, H.1    Wei, C.L.2    Lin, F.3    Sung, W.K.4
  • 37
    • 84857811077 scopus 로고    scopus 로고
    • POLYPHEMUS: R package for comparative analysis of RNA polymerase II ChIP-seq profiles by non-linear normalization
    • Mendoza-Parra MA, Sankar M, Walia M, Gronemeyer H, (2012) POLYPHEMUS: R package for comparative analysis of RNA polymerase II ChIP-seq profiles by non-linear normalization. Nucleic Acids Res 40: e30.
    • (2012) Nucleic Acids Res , vol.40
    • Mendoza-Parra, M.A.1    Sankar, M.2    Walia, M.3    Gronemeyer, H.4
  • 38
    • 84875608234 scopus 로고    scopus 로고
    • The UCSC genome browser and associated tools
    • Kuhn RM, Haussler D, Kent WJ, (2013) The UCSC genome browser and associated tools. Brief Bioinform 14: 144-161.
    • (2013) Brief Bioinform , vol.14 , pp. 144-161
    • Kuhn, R.M.1    Haussler, D.2    Kent, W.J.3
  • 39
    • 70349739736 scopus 로고    scopus 로고
    • The Integrated Genome Browser: free software for distribution and exploration of genome-scale datasets
    • Nicol JW, Helt GA, Blanchard SG Jr, Raja A, Loraine AE, (2009) The Integrated Genome Browser: free software for distribution and exploration of genome-scale datasets. Bioinformatics 25: 2730-2731.
    • (2009) Bioinformatics , vol.25 , pp. 2730-2731
    • Nicol, J.W.1    Helt, G.A.2    Blanchard Jr., S.G.3    Raja, A.4    Loraine, A.E.5
  • 42
    • 70349871718 scopus 로고    scopus 로고
    • CEAS: cis-regulatory element annotation system
    • Shin H, Liu T, Manrai AK, Liu XS, (2009) CEAS: cis-regulatory element annotation system. Bioinformatics 25: 2605-2606.
    • (2009) Bioinformatics , vol.25 , pp. 2605-2606
    • Shin, H.1    Liu, T.2    Manrai, A.K.3    Liu, X.S.4
  • 43
    • 77951947707 scopus 로고    scopus 로고
    • ChIPpeakAnno: a Bioconductor package to annotate ChIP-seq and Chip-chip data
    • Zhu LJ, Gazin C, Lawson ND, Pages H, Lin SM, et al. (2010) ChIPpeakAnno: a Bioconductor package to annotate ChIP-seq and Chip-chip data. BMC Bioinformatics 11: 237.
    • (2010) BMC Bioinformatics , vol.11 , pp. 237
    • Zhu, L.J.1    Gazin, C.2    Lawson, N.D.3    Pages, H.4    Lin, S.M.5
  • 44
    • 61449172037 scopus 로고    scopus 로고
    • Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources
    • Huang da W, Sherman BT, Lempicki RA, (2009) Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources. Nat Protoc 4: 44-57.
    • (2009) Nat Protoc , vol.4 , pp. 44-57
    • da Huang, W.1    Sherman, B.T.2    Lempicki, R.A.3
  • 46
    • 27344435774 scopus 로고    scopus 로고
    • Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles
    • Subramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, et al. (2005) Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci U S A 102: 15545-15550.
    • (2005) Proc Natl Acad Sci U S A , vol.102 , pp. 15545-15550
    • Subramanian, A.1    Tamayo, P.2    Mootha, V.K.3    Mukherjee, S.4    Ebert, B.L.5
  • 47
    • 84869071444 scopus 로고    scopus 로고
    • Chromatin modification by SUMO-1 stimulates the promoters of translation machinery genes
    • Liu HW, Zhang J, Heine GF, Arora M, Gulcin Ozer H, et al. (2012) Chromatin modification by SUMO-1 stimulates the promoters of translation machinery genes. Nucleic Acids Res 40: 10172-10186.
    • (2012) Nucleic Acids Res , vol.40 , pp. 10172-10186
    • Liu, H.W.1    Zhang, J.2    Heine, G.F.3    Arora, M.4    Gulcin Ozer, H.5
  • 48
    • 79951974373 scopus 로고    scopus 로고
    • CompleteMOTIFs: DNA motif discovery platform for transcription factor binding experiments
    • Kuttippurathu L, Hsing M, Liu Y, Schmidt B, Maskell DL, et al. (2011) CompleteMOTIFs: DNA motif discovery platform for transcription factor binding experiments. Bioinformatics 27: 715-717.
    • (2011) Bioinformatics , vol.27 , pp. 715-717
    • Kuttippurathu, L.1    Hsing, M.2    Liu, Y.3    Schmidt, B.4    Maskell, D.L.5
  • 49
    • 80052022462 scopus 로고    scopus 로고
    • Cistrome: an integrative platform for transcriptional regulation studies
    • Liu T, Ortiz JA, Taing L, Meyer CA, Lee B, et al. (2011) Cistrome: an integrative platform for transcriptional regulation studies. Genome Biol 12: R83.
    • (2011) Genome Biol , vol.12
    • Liu, T.1    Ortiz, J.A.2    Taing, L.3    Meyer, C.A.4    Lee, B.5
  • 50
    • 77955801615 scopus 로고    scopus 로고
    • Galaxy: a comprehensive approach for supporting accessible, reproducible, and transparent computational research in the life sciences
    • Goecks J, Nekrutenko A, Taylor J, Team G, (2010) Galaxy: a comprehensive approach for supporting accessible, reproducible, and transparent computational research in the life sciences. Genome Biol 11: R86.
    • (2010) Genome Biol , vol.11
    • Goecks, J.1    Nekrutenko, A.2    Taylor, J.3    Team, G.4
  • 53
    • 0041620271 scopus 로고    scopus 로고
    • Regulatory sequence analysis tools
    • van Helden J, (2003) Regulatory sequence analysis tools. Nucleic Acids Res 31: 3593-3596.
    • (2003) Nucleic Acids Res , vol.31 , pp. 3593-3596
    • van Helden, J.1
  • 56
    • 55749094855 scopus 로고    scopus 로고
    • An integrated software system for analyzing ChIP-chip and ChIP-seq data
    • Ji H, Jiang H, Ma W, Johnson DS, Myers RM, et al. (2008) An integrated software system for analyzing ChIP-chip and ChIP-seq data. Nat Biotechnol 26: 1293-1300.
    • (2008) Nat Biotechnol , vol.26 , pp. 1293-1300
    • Ji, H.1    Jiang, H.2    Ma, W.3    Johnson, D.S.4    Myers, R.M.5
  • 57
    • 79958117256 scopus 로고    scopus 로고
    • MEME-ChIP: motif analysis of large DNA datasets
    • Machanick P, Bailey TL, (2011) MEME-ChIP: motif analysis of large DNA datasets. Bioinformatics 27: 1696-1697.
    • (2011) Bioinformatics , vol.27 , pp. 1696-1697
    • Machanick, P.1    Bailey, T.L.2
  • 59
    • 34547569191 scopus 로고    scopus 로고
    • STAMP: a web tool for exploring DNA-binding motif similarities
    • Mahony S, Benos PV, (2007) STAMP: a web tool for exploring DNA-binding motif similarities. Nucleic Acids Res 35: W253-W258.
    • (2007) Nucleic Acids Res , vol.35
    • Mahony, S.1    Benos, P.V.2
  • 61
    • 84866937220 scopus 로고    scopus 로고
    • Inferring direct DNA binding from ChIP-seq
    • Bailey TL, Machanick P, (2012) Inferring direct DNA binding from ChIP-seq. Nucleic Acids Res 40: e128.
    • (2012) Nucleic Acids Res , vol.40
    • Bailey, T.L.1    Machanick, P.2
  • 63
    • 79953300078 scopus 로고    scopus 로고
    • FIMO: scanning for occurrences of a given motif
    • Grant CE, Bailey TL, Noble WS, (2011) FIMO: scanning for occurrences of a given motif. Bioinformatics 27: 1017-1018.
    • (2011) Bioinformatics , vol.27 , pp. 1017-1018
    • Grant, C.E.1    Bailey, T.L.2    Noble, W.S.3
  • 64
    • 0032826179 scopus 로고    scopus 로고
    • Identifying DNA and protein patterns with statistically significant alignments of multiple sequences
    • Hertz GZ, Stormo GD, (1999) Identifying DNA and protein patterns with statistically significant alignments of multiple sequences. Bioinformatics 15: 563-577.
    • (1999) Bioinformatics , vol.15 , pp. 563-577
    • Hertz, G.Z.1    Stormo, G.D.2
  • 65
    • 80053388216 scopus 로고    scopus 로고
    • Whole-genome chromatin profiling from limited numbers of cells using nano-ChIP-seq
    • Adli M, Bernstein BE, (2011) Whole-genome chromatin profiling from limited numbers of cells using nano-ChIP-seq. Nat Protoc 6: 1656-1668.
    • (2011) Nat Protoc , vol.6 , pp. 1656-1668
    • Adli, M.1    Bernstein, B.E.2
  • 66
    • 84865790047 scopus 로고    scopus 로고
    • An integrated encyclopedia of DNA elements in the human genome
    • Encode Project Consortium
    • Encode Project Consortium (2012) Dunham I, Kundaje A, Alfred SF, Collins PJ, et al. (2012) An integrated encyclopedia of DNA elements in the human genome. Nature 489: 57-74.
    • (2012) Nature , vol.489 , pp. 57-74
    • Dunham, I.1    Kundaje, A.2    Alfred, S.F.3    Collins, P.J.4
  • 68
    • 83255164884 scopus 로고    scopus 로고
    • Comprehensive genome-wide protein-DNA interactions detected at single-nucleotide resolution
    • Rhee HS, Pugh BF, (2011) Comprehensive genome-wide protein-DNA interactions detected at single-nucleotide resolution. Cell 147: 1408-1419.
    • (2011) Cell , vol.147 , pp. 1408-1419
    • Rhee, H.S.1    Pugh, B.F.2
  • 71
    • 79952112441 scopus 로고    scopus 로고
    • Probabilistic peak calling and controlling false discovery rate estimations in transcription factor binding site mapping from ChIP-seq
    • Jiao S, Bailey CP, Zhang S, Ladunga I, (2010) Probabilistic peak calling and controlling false discovery rate estimations in transcription factor binding site mapping from ChIP-seq. Methods Mol Biol 674: 161-177.
    • (2010) Methods Mol Biol , vol.674 , pp. 161-177
    • Jiao, S.1    Bailey, C.P.2    Zhang, S.3    Ladunga, I.4
  • 72
    • 77955368935 scopus 로고    scopus 로고
    • Evaluation of algorithm performance in ChIP-seq peak detection
    • doi:10.1371/journal.pone.0011471
    • Wilbanks EG, Facciotti MT, (2010) Evaluation of algorithm performance in ChIP-seq peak detection. PLoS ONE 5: e11471 doi:10.1371/journal.pone.0011471.
    • (2010) PLoS ONE , vol.5
    • Wilbanks, E.G.1    Facciotti, M.T.2
  • 73
    • 84878771050 scopus 로고    scopus 로고
    • Combining multiple ChIP-seq peak detection systems using combinatorial fusion
    • Schweikert C, Brown S, Tang Z, Smith PR, Hsu DF, (2012) Combining multiple ChIP-seq peak detection systems using combinatorial fusion. BMC Genomics 13 Suppl 8: S12.
    • (2012) BMC Genomics , vol.13 , Issue.SUPPL. 8
    • Schweikert, C.1    Brown, S.2    Tang, Z.3    Smith, P.R.4    Hsu, D.F.5
  • 74
    • 77953191060 scopus 로고    scopus 로고
    • ChIA-PET tool for comprehensive chromatin interaction analysis with paired-end tag sequencing
    • Li G, Fullwood MJ, Xu H, Mulawadi FH, Velkov S, et al. (2010) ChIA-PET tool for comprehensive chromatin interaction analysis with paired-end tag sequencing. Genome Biol 11: R22.
    • (2010) Genome Biol , vol.11
    • Li, G.1    Fullwood, M.J.2    Xu, H.3    Mulawadi, F.H.4    Velkov, S.5
  • 76
    • 33749400168 scopus 로고    scopus 로고
    • Chromosome Conformation Capture Carbon Copy (5C): a massively parallel solution for mapping interactions between genomic elements
    • Dostie J, Richmond TA, Arnaout RA, Selzer RR, Lee WL, et al. (2006) Chromosome Conformation Capture Carbon Copy (5C): a massively parallel solution for mapping interactions between genomic elements. Genome Res 16: 1299-1309.
    • (2006) Genome Res , vol.16 , pp. 1299-1309
    • Dostie, J.1    Richmond, T.A.2    Arnaout, R.A.3    Selzer, R.R.4    Lee, W.L.5
  • 77
  • 78
    • 84880362638 scopus 로고    scopus 로고
    • Massively parallel in vivo enhancer assay reveals that highly local features determine the cis-regulatory function of ChIP-seq peaks
    • White MA, Myers CA, Corbo JC, Cohen BA, (2013) Massively parallel in vivo enhancer assay reveals that highly local features determine the cis-regulatory function of ChIP-seq peaks. Proc Natl Acad Sci U S A 110: 11952-11957.
    • (2013) Proc Natl Acad Sci U S A , vol.110 , pp. 11952-11957
    • White, M.A.1    Myers, C.A.2    Corbo, J.C.3    Cohen, B.A.4
  • 79
    • 84875847924 scopus 로고    scopus 로고
    • Is junk DNA bunk? A critique of ENCODE
    • Doolittle WF, (2013) Is junk DNA bunk? A critique of ENCODE. Proc Natl Acad Sci U S A 110: 5294-5300.
    • (2013) Proc Natl Acad Sci U S A , vol.110 , pp. 5294-5300
    • Doolittle, W.F.1
  • 80
    • 63849315606 scopus 로고    scopus 로고
    • High-resolution DNA-binding specificity analysis of yeast transcription factors
    • Zhu C, Byers KJ, McCord RP, Shi Z, Berger MF, et al. (2009) High-resolution DNA-binding specificity analysis of yeast transcription factors. Genome Res 19: 556-566.
    • (2009) Genome Res , vol.19 , pp. 556-566
    • Zhu, C.1    Byers, K.J.2    McCord, R.P.3    Shi, Z.4    Berger, M.F.5
  • 81
    • 84880183393 scopus 로고    scopus 로고
    • A fast weak motif-finding algorithm based on community detection in graphs
    • Jia C, Carson MB, Yu J, (2013) A fast weak motif-finding algorithm based on community detection in graphs. BMC Bioinformatics 14: 227.
    • (2013) BMC Bioinformatics , vol.14 , pp. 227
    • Jia, C.1    Carson, M.B.2    Yu, J.3
  • 82
    • 78650843760 scopus 로고    scopus 로고
    • RecMotif: a novel fast algorithm for weak motif discovery
    • Sun HQ, Low MY, Hsu WJ, Rajapakse JC, (2010) RecMotif: a novel fast algorithm for weak motif discovery. BMC Bioinformatics 11 Suppl 11: S8.
    • (2010) BMC Bioinformatics , vol.11 , Issue.SUPPL. 11
    • Sun, H.Q.1    Low, M.Y.2    Hsu, W.J.3    Rajapakse, J.C.4
  • 83
    • 84865754452 scopus 로고    scopus 로고
    • Classification of human genomic regions based on experimentally determined binding sites of more than 100 transcription-related factors
    • Yip KY, Cheng C, Bhardwaj N, Brown JB, Leng J, et al. (2012) Classification of human genomic regions based on experimentally determined binding sites of more than 100 transcription-related factors. Genome Biol 13: R48.
    • (2012) Genome Biol , vol.13
    • Yip, K.Y.1    Cheng, C.2    Bhardwaj, N.3    Brown, J.B.4    Leng, J.5
  • 84
    • 80052990473 scopus 로고    scopus 로고
    • Systematic bias in high-throughput sequencing data and its correction by BEADS
    • Cheung M-S, Down TA, Latorre I, Ahringer J, (2011) Systematic bias in high-throughput sequencing data and its correction by BEADS. Nucleic Acids Res 39: e103.
    • (2011) Nucleic Acids Res , vol.39
    • Cheung, M.-S.1    Down, T.A.2    Latorre, I.3    Ahringer, J.4
  • 85
    • 79955676389 scopus 로고    scopus 로고
    • ChIP-seq Analysis in R (CSAR): an R package for the statistical detection of protein-bound genomic regions
    • Muiño JM, Kaufmann K, van Ham RC, Angenent GC, Krajewski P, (2011) ChIP-seq Analysis in R (CSAR): an R package for the statistical detection of protein-bound genomic regions. Plant Methods 7: 11.
    • (2011) Plant Methods , vol.7 , pp. 11
    • Muiño, J.M.1    Kaufmann, K.2    van Ham, R.C.3    Angenent, G.C.4    Krajewski, P.5
  • 86
    • 79960614727 scopus 로고    scopus 로고
    • ZINBA integrates local covariates with DNA-seq data to identify broad and narrow regions of enrichment, even within amplified genomic regions
    • Rashid NU, Giresi PG, Ibrahim JG, Sun W, Lieb JD, (2011) ZINBA integrates local covariates with DNA-seq data to identify broad and narrow regions of enrichment, even within amplified genomic regions. Genome Biol 12: R67.
    • (2011) Genome Biol , vol.12
    • Rashid, N.U.1    Giresi, P.G.2    Ibrahim, J.G.3    Sun, W.4    Lieb, J.D.5
  • 87
    • 77954041808 scopus 로고    scopus 로고
    • HPeak: an HMM-based algorithm for defining read-enriched regions in ChIP-Seq data
    • Qin ZS, Yu J, Shen J, Maher CA, Hu M, et al. (2010) HPeak: an HMM-based algorithm for defining read-enriched regions in ChIP-Seq data. BMC Bioinformatics 11: 369.
    • (2010) BMC Bioinformatics , vol.11 , pp. 369
    • Qin, Z.S.1    Yu, J.2    Shen, J.3    Maher, C.A.4    Hu, M.5
  • 89
    • 77955183656 scopus 로고    scopus 로고
    • PeakAnalyzer: genome-wide annotation of chromatin binding and modification loci
    • Salmon-Divon M, Dvinge H, Tammoja K, Bertone P, (2010) PeakAnalyzer: genome-wide annotation of chromatin binding and modification loci. BMC Bioinformatics 11: 415.
    • (2010) BMC Bioinformatics , vol.11 , pp. 415
    • Salmon-Divon, M.1    Dvinge, H.2    Tammoja, K.3    Bertone, P.4
  • 90
    • 67650711619 scopus 로고    scopus 로고
    • A clustering approach for identification of enriched domains from histone modification ChIP-Seq data
    • Zang C, Schones DE, Zeng C, Cui K, Zhao K, et al. (2009) A clustering approach for identification of enriched domains from histone modification ChIP-Seq data. Bioinformatics 25: 1952-1958.
    • (2009) Bioinformatics , vol.25 , pp. 1952-1958
    • Zang, C.1    Schones, D.E.2    Zeng, C.3    Cui, K.4    Zhao, K.5
  • 91
    • 77952857912 scopus 로고    scopus 로고
    • A signal-noise model for significance analysis of ChIP-seq with negative control
    • Xu H, Handoko L, Wei X, Ye C, Sheng J, et al. (2010) A signal-noise model for significance analysis of ChIP-seq with negative control. Bioinformatics 26: 1199-1204.
    • (2010) Bioinformatics , vol.26 , pp. 1199-1204
    • Xu, H.1    Handoko, L.2    Wei, X.3    Ye, C.4    Sheng, J.5
  • 92
    • 79952598545 scopus 로고    scopus 로고
    • Identifying dispersed epigenomic domains from ChIP-Seq data
    • Song Q, Smith AD, (2011) Identifying dispersed epigenomic domains from ChIP-Seq data. Bioinformatics 27: 870-871.
    • (2011) Bioinformatics , vol.27 , pp. 870-871
    • Song, Q.1    Smith, A.D.2
  • 93
    • 79955676390 scopus 로고    scopus 로고
    • PeakRanger: a cloud-enabled peak caller for ChIP-seq data
    • Feng X, Grossman R, Stein L, (2011) PeakRanger: a cloud-enabled peak caller for ChIP-seq data. BMC Bioinformatics 12: 139.
    • (2011) BMC Bioinformatics , vol.12 , pp. 139
    • Feng, X.1    Grossman, R.2    Stein, L.3
  • 94
    • 77952148742 scopus 로고    scopus 로고
    • Ab initio reconstruction of cell type-specific transcriptomes in mouse reveals the conserved multi-exonic structure of lincRNAs
    • Guttman M, Garber M, Levin JZ, Donaghey J, Robinson J, et al. (2010) Ab initio reconstruction of cell type-specific transcriptomes in mouse reveals the conserved multi-exonic structure of lincRNAs. Nat Biotechnol 28: 503-510.
    • (2010) Nat Biotechnol , vol.28 , pp. 503-510
    • Guttman, M.1    Garber, M.2    Levin, J.Z.3    Donaghey, J.4    Robinson, J.5
  • 95
    • 64249139132 scopus 로고    scopus 로고
    • RNA Pol II accumulates at promoters of growth genes during developmental arrest
    • Baugh LR, Demodena J, Sternberg PW, (2009) RNA Pol II accumulates at promoters of growth genes during developmental arrest. Science 324: 92-94.
    • (2009) Science , vol.324 , pp. 92-94
    • Baugh, L.R.1    Demodena, J.2    Sternberg, P.W.3
  • 96
    • 84555190006 scopus 로고    scopus 로고
    • Analyzing ChIP-seq data: preprocessing, normalization, differential identification, and binding pattern characterization
    • Taslim C, Huang K, Huang T, Lin S, (2012) Analyzing ChIP-seq data: preprocessing, normalization, differential identification, and binding pattern characterization. Methods Mol Biol 802: 275-291.
    • (2012) Methods Mol Biol , vol.802 , pp. 275-291
    • Taslim, C.1    Huang, K.2    Huang, T.3    Lin, S.4
  • 97
    • 60849117520 scopus 로고    scopus 로고
    • Empirical methods for controlling false positives and estimating confidence in ChIP-Seq peaks
    • Nix D, Courdy S, Boucher K, (2008) Empirical methods for controlling false positives and estimating confidence in ChIP-Seq peaks. BMC Bioinformatics 9: 523.
    • (2008) BMC Bioinformatics , vol.9 , pp. 523
    • Nix, D.1    Courdy, S.2    Boucher, K.3
  • 99
    • 84864803359 scopus 로고    scopus 로고
    • Normalization of ChIP-seq data with control
    • Liang K, Keleş S, (2012) Normalization of ChIP-seq data with control. BMC Bioinformatics 13: 199.
    • (2012) BMC Bioinformatics , vol.13 , pp. 199
    • Liang, K.1    Keleş, S.2


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