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Volumn 16, Issue 1, 2015, Pages

Quality control, modeling, and visualization of CRISPR screens with MAGeCK-VISPR

Author keywords

CRISPR Cas9; D3; Data driven documents; Expectation Maximization; Maximum likelihood; Negative binomial; Quality contro; Screening; Visualization

Indexed keywords

CLUSTERED REGULARLY INTERSPACED SHORT PALINDROMIC REPEAT; ESSENTIAL GENE; EXPECTATION; FUNCTIONAL GENOMICS; GENE DISRUPTION; KNOCKOUT GENE; MAXIMUM LIKELIHOOD METHOD; MODEL; QUALITY CONTROL; STATISTICAL MODEL; WORKFLOW; CRISPR CAS SYSTEM; GENE TARGETING; PROCEDURES; SOFTWARE; STANDARDS;

EID: 84955629629     PISSN: 14747596     EISSN: 1474760X     Source Type: Journal    
DOI: 10.1186/s13059-015-0843-6     Document Type: Article
Times cited : (284)

References (42)
  • 1
    • 84892749369 scopus 로고    scopus 로고
    • Genetic screens in human cells using the CRISPR-Cas9 system
    • Wang T, Wei JJ, Sabatini DM, Lander ES. Genetic screens in human cells using the CRISPR-Cas9 system. Science. 2014;343:80-4.
    • (2014) Science , vol.343 , pp. 80-84
    • Wang, T.1    Wei, J.J.2    Sabatini, D.M.3    Lander, E.S.4
  • 3
    • 84900861730 scopus 로고    scopus 로고
    • High-throughput screening of a CRISPR/Cas9 library for functional genomics in human cells
    • Zhou Y, Zhu S, Cai C, Yuan P, Li C, Huang Y, et al. High-throughput screening of a CRISPR/Cas9 library for functional genomics in human cells. Nature. 2014;509:487-91.
    • (2014) Nature , vol.509 , pp. 487-491
    • Zhou, Y.1    Zhu, S.2    Cai, C.3    Yuan, P.4    Li, C.5    Huang, Y.6
  • 4
    • 84898665052 scopus 로고    scopus 로고
    • Genome-wide recessive genetic screening in mammalian cells with a lentiviral CRISPR-guide RNA library
    • Koike-Yusa H, Li Y, Tan E-P, Velasco-Herrera MDC, Yusa K. Genome-wide recessive genetic screening in mammalian cells with a lentiviral CRISPR-guide RNA library. Nat Biotechnol. 2014;32:267-73.
    • (2014) Nat Biotechnol , vol.32 , pp. 267-273
    • Koike-Yusa, H.1    Li, Y.2    Tan, E.-P.3    Velasco-Herrera, M.D.C.4    Yusa, K.5
  • 9
    • 84936772908 scopus 로고    scopus 로고
    • HiTSelect: a comprehensive tool for high-complexity-pooled screen analysis
    • Diaz AA, Qin H, Ramalho-Santos M, Song JS. HiTSelect: a comprehensive tool for high-complexity-pooled screen analysis. Nucleic Acids Res. 2015;43:e16-6.
    • (2015) Nucleic Acids Res , vol.43 , pp. e16-e16
    • Diaz, A.A.1    Qin, H.2    Ramalho-Santos, M.3    Song, J.S.4
  • 10
    • 84996567029 scopus 로고    scopus 로고
    • MAGeCK enables robust identification of essential genes from genome-scale CRISPR/Cas9 knockout screens
    • Li W, Xu H, Xiao T, Cong L, Love MI, Zhang F, et al. MAGeCK enables robust identification of essential genes from genome-scale CRISPR/Cas9 knockout screens. Genome Biol. 2014;15:554.
    • (2014) Genome Biol , vol.15 , pp. 554
    • Li, W.1    Xu, H.2    Xiao, T.3    Cong, L.4    Love, M.I.5    Zhang, F.6
  • 11
    • 84938829555 scopus 로고    scopus 로고
    • Sequence determinants of improved CRISPR sgRNA design
    • Xu H, Xiao T, Chen C-H, Li W, Meyer C, Wu Q, et al. Sequence determinants of improved CRISPR sgRNA design. Genome Res. 2015;25:1147-57.
    • (2015) Genome Res , vol.25 , pp. 1147-1157
    • Xu, H.1    Xiao, T.2    Chen, C.-H.3    Li, W.4    Meyer, C.5    Wu, Q.6
  • 13
    • 84867306721 scopus 로고    scopus 로고
    • Snakemake - a scalable bioinformatics workflow engine
    • Köster J, Rahmann S. Snakemake - a scalable bioinformatics workflow engine. Bioinformatics. 2012;28:2520-2.
    • (2012) Bioinformatics , vol.28 , pp. 2520-2522
    • Köster, J.1    Rahmann, S.2
  • 15
    • 60849139395 scopus 로고    scopus 로고
    • GOrilla: a tool for discovery and visualization of enriched GO terms in ranked gene lists
    • Eden E, Navon R, Steinfeld I, Lipson D, Yakhini Z. GOrilla: a tool for discovery and visualization of enriched GO terms in ranked gene lists. BMC Bioinformatics. 2009;10:48.
    • (2009) BMC Bioinformatics , vol.10 , pp. 48
    • Eden, E.1    Navon, R.2    Steinfeld, I.3    Lipson, D.4    Yakhini, Z.5
  • 16
    • 84905274395 scopus 로고    scopus 로고
    • Measuring error rates in genomic perturbation screens: gold standards for human functional genomics
    • Hart T, Brown KR, Sircoulomb F, Rottapel R, Moffat J. Measuring error rates in genomic perturbation screens: gold standards for human functional genomics. Mol Syst Biol. 2014;10:733-3.
    • (2014) Mol Syst Biol , vol.10 , pp. 733-733
    • Hart, T.1    Brown, K.R.2    Sircoulomb, F.3    Rottapel, R.4    Moffat, J.5
  • 19
    • 84863356975 scopus 로고    scopus 로고
    • Functional features of RUNX1 mutants in acute transformation of chronic myeloid leukemia and their contribution to inducing murine full-blown leukemia
    • Zhao L-J, Wang Y-Y, Li G, Ma L-Y, Xiong S-M, Weng X-Q, et al. Functional features of RUNX1 mutants in acute transformation of chronic myeloid leukemia and their contribution to inducing murine full-blown leukemia. Blood. 2012;119:2873-82.
    • (2012) Blood , vol.119 , pp. 2873-2882
    • Zhao, L.-J.1    Wang, Y.-Y.2    Li, G.3    Ma, L.-Y.4    Xiong, S.-M.5    Weng, X.-Q.6
  • 21
    • 84863230465 scopus 로고    scopus 로고
    • Unresponsiveness of colon cancer to BRAF(V600E) inhibition through feedback activation of EGFR
    • Prahallad A, Sun C, Huang S, Di Nicolantonio F, Salazar R, Zecchin D, et al. Unresponsiveness of colon cancer to BRAF(V600E) inhibition through feedback activation of EGFR. Nature. 2012;483:100-3.
    • (2012) Nature , vol.483 , pp. 100-103
    • Prahallad, A.1    Sun, C.2    Huang, S.3    Nicolantonio, F.4    Salazar, R.5    Zecchin, D.6
  • 22
    • 84864621910 scopus 로고    scopus 로고
    • Amplification of CRKL induces transformation and epidermal growth factor receptor inhibitor resistance in human non-small cell lung cancers
    • Cheung HW, Du J, Boehm JS, He F, Weir BA, Wang X, et al. Amplification of CRKL induces transformation and epidermal growth factor receptor inhibitor resistance in human non-small cell lung cancers. Cancer Discov. 2011;1:608-25.
    • (2011) Cancer Discov , vol.1 , pp. 608-625
    • Cheung, H.W.1    Du, J.2    Boehm, J.S.3    He, F.4    Weir, B.A.5    Wang, X.6
  • 26
    • 84875634162 scopus 로고    scopus 로고
    • Integrative Genomics Viewer (IGV): high-performance genomics data visualization and exploration
    • Thorvaldsdóttir H, Robinson JT, Mesirov JP. Integrative Genomics Viewer (IGV): high-performance genomics data visualization and exploration. Brief Bioinformatics. 2013;14:178-92.
    • (2013) Brief Bioinformatics , vol.14 , pp. 178-192
    • Thorvaldsdóttir, H.1    Robinson, J.T.2    Mesirov, J.P.3
  • 27
    • 77954269901 scopus 로고    scopus 로고
    • The GeneMANIA prediction server: biological network integration for gene prioritization and predicting gene function
    • Warde-Farley D, Donaldson SL, Comes O, Zuberi K, Badrawi R, Chao P, et al. The GeneMANIA prediction server: biological network integration for gene prioritization and predicting gene function. Nucleic Acids Res. 2010;38(Web Server issue):W214-20.
    • (2010) Nucleic Acids Res , vol.38 , Issue.WEB SERVER ISSUE , pp. W214-W220
    • Warde-Farley, D.1    Donaldson, S.L.2    Comes, O.3    Zuberi, K.4    Badrawi, R.5    Chao, P.6
  • 28
    • 84969422834 scopus 로고    scopus 로고
    • The Conda project [https://anaconda.org].
  • 29
    • 84925008880 scopus 로고    scopus 로고
    • Genome-wide CRISPR screen in a mouse model of tumor growth and metastasis
    • Chen S, Sanjana NE, Zheng K, Shalem O, Lee K, Shi X, et al. Genome-wide CRISPR screen in a mouse model of tumor growth and metastasis. Cell. 2015;160:1246-60.
    • (2015) Cell , vol.160 , pp. 1246-1260
    • Chen, S.1    Sanjana, N.E.2    Zheng, K.3    Shalem, O.4    Lee, K.5    Shi, X.6
  • 30
    • 84938744950 scopus 로고    scopus 로고
    • A Genome-wide CRISPR Screen in Primary Immune Cells to Dissect Regulatory Networks
    • Parnas O, Jovanovic M, Eisenhaure TM, Herbst RH, Dixit A, Ye CJ, et al. A Genome-wide CRISPR Screen in Primary Immune Cells to Dissect Regulatory Networks. Cell. 2015;162:675-86.
    • (2015) Cell , vol.162 , pp. 675-686
    • Parnas, O.1    Jovanovic, M.2    Eisenhaure, T.M.3    Herbst, R.H.4    Dixit, A.5    Ye, C.J.6
  • 31
    • 84891790072 scopus 로고    scopus 로고
    • CR Cistrome: a ChIP-Seq database for chromatin regulators and histone modification linkages in human and mouse
    • Wang Q, Huang J, Sun H, Liu J, Wang J, Wang Q, et al. CR Cistrome: a ChIP-Seq database for chromatin regulators and histone modification linkages in human and mouse. Nucleic Acids Res. 2014;42(Database issue):D450-8.
    • (2014) Nucleic Acids Res , vol.42 , Issue.DATABASE ISSUE , pp. D450-D458
    • Wang, Q.1    Huang, J.2    Sun, H.3    Liu, J.4    Wang, J.5    Wang, Q.6
  • 32
    • 84867345057 scopus 로고    scopus 로고
    • CHANCE: comprehensive software for quality control and validation of ChIP-seq data
    • Diaz A, Nellore A, Song JS. CHANCE: comprehensive software for quality control and validation of ChIP-seq data. Genome Biol. 2012;13:R98.
    • (2012) Genome Biol , vol.13 , pp. R98
    • Diaz, A.1    Nellore, A.2    Song, J.S.3
  • 33
    • 33845432928 scopus 로고    scopus 로고
    • Adjusting batch effects in microarray expression data using empirical Bayes methods
    • Johnson WE, Li C, Rabinovic A. Adjusting batch effects in microarray expression data using empirical Bayes methods. Biostatistics. 2007;8:118-27.
    • (2007) Biostatistics , vol.8 , pp. 118-127
    • Johnson, W.E.1    Li, C.2    Rabinovic, A.3
  • 34
    • 84909644283 scopus 로고    scopus 로고
    • Normalization of RNA-seq data using factor analysis of control genes or samples
    • Risso D, Ngai J, Speed TP, Dudoit S. Normalization of RNA-seq data using factor analysis of control genes or samples. Nat Biotechnol. 2014;32:896-902.
    • (2014) Nat Biotechnol , vol.32 , pp. 896-902
    • Risso, D.1    Ngai, J.2    Speed, T.P.3    Dudoit, S.4
  • 35
    • 75249087100 scopus 로고    scopus 로고
    • edgeR: a Bioconductor package for differential expression analysis of digital gene expression data
    • Robinson MD, McCarthy DJ, Smyth GK. edgeR: a Bioconductor package for differential expression analysis of digital gene expression data. Bioinformatics. 2009;26:139-40.
    • (2009) Bioinformatics , vol.26 , pp. 139-140
    • Robinson, M.D.1    McCarthy, D.J.2    Smyth, G.K.3
  • 36
    • 77958471357 scopus 로고    scopus 로고
    • Differential expression analysis for sequence count data
    • Anders S, Huber W. Differential expression analysis for sequence count data. Genome Biol. 2010;11:R106.
    • (2010) Genome Biol , vol.11 , pp. R106
    • Anders, S.1    Huber, W.2
  • 37
    • 84924629414 scopus 로고    scopus 로고
    • Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2
    • Love MI, Huber W, Anders S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014;15:550.
    • (2014) Genome Biol , vol.15 , pp. 550
    • Love, M.I.1    Huber, W.2    Anders, S.3
  • 38
  • 39
    • 4544341015 scopus 로고    scopus 로고
    • Linear models and empirical bayes methods for assessing differential expression in microarray experiments
    • Smyth GK. Linear models and empirical bayes methods for assessing differential expression in microarray experiments. Stat Appl Genet Mol Biol. 2004;3:Article3-25.
    • (2004) Stat Appl Genet Mol Biol , vol.3
    • Smyth, G.K.1
  • 40
    • 84896735766 scopus 로고    scopus 로고
    • voom: precision weights unlock linear model analysis tools for RNA-seq read counts
    • Law CW, Chen Y, Shi W, Smyth GK. voom: precision weights unlock linear model analysis tools for RNA-seq read counts. Genome Biol. 2014;15:R29.
    • (2014) Genome Biol , vol.15 , pp. R29
    • Law, C.W.1    Chen, Y.2    Shi, W.3    Smyth, G.K.4
  • 41
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • Dempster AP, Laird NM, Rubin DB. Maximum likelihood from incomplete data via the EM algorithm. J R Stat Soc Ser B. 1977;39:1-38.
    • (1977) J R Stat Soc Ser B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.