메뉴 건너뛰기




Volumn 17, Issue 1, 2016, Pages

Isoform prefiltering improves performance of count-based methods for analysis of differential transcript usage

Author keywords

Comparison; Differential Splicing; RNA seq

Indexed keywords

TRANSCRIPTOME; ISOPROTEIN; RNA;

EID: 84956574798     PISSN: 14747596     EISSN: 1474760X     Source Type: Journal    
DOI: 10.1186/s13059-015-0862-3     Document Type: Article
Times cited : (95)

References (34)
  • 1
    • 84858606519 scopus 로고    scopus 로고
    • A comparison of statistical methods for detecting differentially expressed genes from RNA-seq data
    • Kvam VM, Liu P, Si Y. A comparison of statistical methods for detecting differentially expressed genes from RNA-seq data. Am J Bot. 2012; 99(2):248-56.
    • (2012) Am J Bot , vol.99 , Issue.2 , pp. 248-256
    • Kvam, V.M.1    Liu, P.2    Si, Y.3
  • 2
    • 84874677498 scopus 로고    scopus 로고
    • A comparison of methods for differential expression analysis of RNA-seq data
    • Soneson C, Delorenzi M. A comparison of methods for differential expression analysis of RNA-seq data. BMC Bioinform. 2013; 14(1):91.
    • (2013) BMC Bioinform , vol.14 , Issue.1 , pp. 91
    • Soneson, C.1    Delorenzi, M.2
  • 3
    • 84883644707 scopus 로고    scopus 로고
    • Comprehensive evaluation of differential gene expression analysis methods for RNA-seq data
    • Rapaport F, Khanin R, Liang Y, Pirun M, Krek A, Zumbo P, et al.Comprehensive evaluation of differential gene expression analysis methods for RNA-seq data. Genome Biol. 2013; 14(9):95.
    • (2013) Genome Biol , vol.14 , Issue.9 , pp. 95
    • Rapaport, F.1    Khanin, R.2    Liang, Y.3    Pirun, M.4    Krek, A.5    Zumbo, P.6
  • 4
    • 84897745306 scopus 로고    scopus 로고
    • A comparative study of techniques for differential expression analysis on RNA-seq data
    • Zhang ZH, Jhaveri DJ, Marshall VM, Bauer DC, Edson J, Narayanan RK, et al.A comparative study of techniques for differential expression analysis on RNA-seq data. PLoS One. 2014; 9(8):103207.
    • (2014) PLoS One , vol.9 , Issue.8 , pp. 103207
    • Zhang, Z.H.1    Jhaveri, D.J.2    Marshall, V.M.3    Bauer, D.C.4    Edson, J.5    Narayanan, R.K.6
  • 5
    • 84928199480 scopus 로고    scopus 로고
    • Comparison of software packages for detecting differential expression in RNA-seq studies
    • Seyednasrollah F, Laiho A, Elo LL. Comparison of software packages for detecting differential expression in RNA-seq studies. Brief Bioinform. 2013; 16(1):59-70.
    • (2013) Brief Bioinform , vol.16 , Issue.1 , pp. 59-70
    • Seyednasrollah, F.1    Laiho, A.2    Elo, L.L.3
  • 6
    • 84909587930 scopus 로고    scopus 로고
    • Detecting and correcting systematic variation in large-scale RNA sequencing data
    • Li S, Łabaj PP, Zumbo P, Sykacek P, Shi W, Shi L, et al.Detecting and correcting systematic variation in large-scale RNA sequencing data. Nat Biotechnol. 2014; 32(9):888-95.
    • (2014) Nat Biotechnol , vol.32 , Issue.9 , pp. 888-895
    • Li, S.1    Łabaj, P.P.2    Zumbo, P.3    Sykacek, P.4    Shi, W.5    Shi, L.6
  • 7
    • 84920550975 scopus 로고    scopus 로고
    • A comprehensive assessment of RNA-seq accuracy, reproducibility and information content by the sequencing quality control consortium
    • Su Z, Łabaj PP, Li SS, Thierry-Mieg J, Thierry-Mieg D, Shi W, et al.A comprehensive assessment of RNA-seq accuracy, reproducibility and information content by the sequencing quality control consortium. Nat Biotechnol. 2014; 32(9):903-14.
    • (2014) Nat Biotechnol , vol.32 , Issue.9 , pp. 903-914
    • Su, Z.1    Łabaj, P.P.2    Li, S.S.3    Thierry-Mieg, J.4    Thierry-Mieg, D.5    Shi, W.6
  • 8
    • 56549101959 scopus 로고    scopus 로고
    • Alternative isoform regulation in human tissue transcriptomes
    • Wang ET, Sandberg R, Luo S, Khrebtukova I, Zhang L, Mayr C, et al.Alternative isoform regulation in human tissue transcriptomes. Nature. 2008; 456(7221):470-6.
    • (2008) Nature , vol.456 , Issue.7221 , pp. 470-476
    • Wang, E.T.1    Sandberg, R.2    Luo, S.3    Khrebtukova, I.4    Zhang, L.5    Mayr, C.6
  • 9
    • 56749098074 scopus 로고    scopus 로고
    • Deep surveying of alternative splicing complexity in the human transcriptome by high-throughput sequencing
    • Pan Q, Shai O, Lee LJ, Frey BJ, Blencowe BJ. Deep surveying of alternative splicing complexity in the human transcriptome by high-throughput sequencing. Nat Genet. 2008; 40(12):1413-15.
    • (2008) Nat Genet , vol.40 , Issue.12 , pp. 1413-1415
    • Pan, Q.1    Shai, O.2    Lee, L.J.3    Frey, B.J.4    Blencowe, B.J.5
  • 11
    • 84934439290 scopus 로고    scopus 로고
    • Methods to study splicing from high-throughput RNA sequencing data
    • Alamancos GP, Agirre E, Eyras E. Methods to study splicing from high-throughput RNA sequencing data. Methods Mol Biol. 2014; 1126:357-97.
    • (2014) Methods Mol Biol , vol.1126 , pp. 357-397
    • Alamancos, G.P.1    Agirre, E.2    Eyras, E.3
  • 12
    • 84901058433 scopus 로고    scopus 로고
    • A survey of software for genome-wide discovery of differential splicing in RNA-seq data
    • Hooper JE. A survey of software for genome-wide discovery of differential splicing in RNA-seq data. Hum Genomics. 2014; 8(1):3.
    • (2014) Hum Genomics , vol.8 , Issue.1 , pp. 3
    • Hooper, J.E.1
  • 13
    • 84890841194 scopus 로고    scopus 로고
    • Blind spots of quantitative RNA-seq: the limits for assessing abundance, differential expression, and isoform switching
    • Rehrauer H, Opitz L, Tan G, Sieverling L, Schlapbach R. Blind spots of quantitative RNA-seq: the limits for assessing abundance, differential expression, and isoform switching. BMC Bioinform. 2013; 14(1):370.
    • (2013) BMC Bioinform , vol.14 , Issue.1 , pp. 370
    • Rehrauer, H.1    Opitz, L.2    Tan, G.3    Sieverling, L.4    Schlapbach, R.5
  • 14
    • 84923918954 scopus 로고    scopus 로고
    • Comparisons of computational methods for differential alternative splicing detection using RNA-seq in plant systems
    • Liu R, Loraine AE, Dickerson JA. Comparisons of computational methods for differential alternative splicing detection using RNA-seq in plant systems. BMC Bioinform. 2014; 15(1):364.
    • (2014) BMC Bioinform , vol.15 , Issue.1 , pp. 364
    • Liu, R.1    Loraine, A.E.2    Dickerson, J.A.3
  • 15
    • 77952123055 scopus 로고    scopus 로고
    • Transcript assembly and quantification by RNA-seq reveals unannotated transcripts and isoform switching during cell differentiation
    • Trapnell C, Williams BA, Pertea G, Mortazavi A, Kwan G, Van Baren MJ, et al.Transcript assembly and quantification by RNA-seq reveals unannotated transcripts and isoform switching during cell differentiation. Nat Biotechnol. 2010; 28(5):511-15.
    • (2010) Nat Biotechnol , vol.28 , Issue.5 , pp. 511-515
    • Trapnell, C.1    Williams, B.A.2    Pertea, G.3    Mortazavi, A.4    Kwan, G.5    Van Baren, M.J.6
  • 16
    • 79952709611 scopus 로고    scopus 로고
    • Improving RNA-seq expression estimates by correcting for fragment bias
    • Roberts A, Trapnell C, Donaghey J, Rinn JL, Pachter L. Improving RNA-seq expression estimates by correcting for fragment bias. Genome Biol. 2011; 12(3):22.
    • (2011) Genome Biol , vol.12 , Issue.3 , pp. 22
    • Roberts, A.1    Trapnell, C.2    Donaghey, J.3    Rinn, J.L.4    Pachter, L.5
  • 17
    • 84859885816 scopus 로고    scopus 로고
    • Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks
    • Trapnell C, Roberts A, Goff L, Pertea G, Kim D, Kelley DR, et al.Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks. Nat Protoc. 2012; 7(3):562-78.
    • (2012) Nat Protoc , vol.7 , Issue.3 , pp. 562-578
    • Trapnell, C.1    Roberts, A.2    Goff, L.3    Pertea, G.4    Kim, D.5    Kelley, D.R.6
  • 18
    • 84919936245 scopus 로고    scopus 로고
    • rMATS: robust and flexible detection of differential alternative splicing from replicate RNA-seq data
    • Shen S, Park JW, Lu ZX, Lin L, Henry MD, Wu YN, et al.rMATS: robust and flexible detection of differential alternative splicing from replicate RNA-seq data. Proc Natl Acad Sci USA. 2014; 111(51):5593-601.
    • (2014) Proc Natl Acad Sci USA , vol.111 , Issue.51 , pp. 5593-5601
    • Shen, S.1    Park, J.W.2    Lu, Z.X.3    Lin, L.4    Henry, M.D.5    Wu, Y.N.6
  • 19
    • 84865527768 scopus 로고    scopus 로고
    • Detecting differential usage of exons from RNA-seq data
    • Anders S, Reyes A, Huber W. Detecting differential usage of exons from RNA-seq data. Genome Res. 2012; 22(10):2008-17.
    • (2012) Genome Res , vol.22 , Issue.10 , pp. 2008-2017
    • Anders, S.1    Reyes, A.2    Huber, W.3
  • 20
    • 84926507971 scopus 로고    scopus 로고
    • Limma powers differential expression analyses for RNA-sequencing and microarray studies
    • Ritchie ME, Phipson B, Wu D, Hu Y, Law CW, Shi W, et al.Limma powers differential expression analyses for RNA-sequencing and microarray studies. Nucleic Acids Res. 2015; 43(7):47.
    • (2015) Nucleic Acids Res , vol.43 , Issue.7 , pp. 47
    • Ritchie, M.E.1    Phipson, B.2    Wu, D.3    Hu, Y.4    Law, C.W.5    Shi, W.6
  • 22
    • 84878580738 scopus 로고    scopus 로고
    • The Subread aligner: fast, accurate and scalable read mapping by seed-and-vote
    • Liao Y, Smyth GK, Shi W. The Subread aligner: fast, accurate and scalable read mapping by seed-and-vote. Nucleic Acids Res. 2013; 41(10):108.
    • (2013) Nucleic Acids Res , vol.41 , Issue.10 , pp. 108
    • Liao, Y.1    Smyth, G.K.2    Shi, W.3
  • 23
    • 84897397058 scopus 로고    scopus 로고
    • FeatureCounts: an efficient general purpose program for assigning sequence reads to genomic features
    • Liao Y, Smyth GK, Shi W. FeatureCounts: an efficient general purpose program for assigning sequence reads to genomic features. Bioinformatics. 2014; 30(7):923-30.
    • (2014) Bioinformatics , vol.30 , Issue.7 , pp. 923-930
    • Liao, Y.1    Smyth, G.K.2    Shi, W.3
  • 24
    • 78649714014 scopus 로고    scopus 로고
    • Analysis and design of RNA sequencing experiments for identifying isoform regulation
    • Katz Y, Wang ET, Airoldi EM, Burge CB. Analysis and design of RNA sequencing experiments for identifying isoform regulation. Nat Methods. 2010; 7(12):1009-15.
    • (2010) Nat Methods , vol.7 , Issue.12 , pp. 1009-1015
    • Katz, Y.1    Wang, E.T.2    Airoldi, E.M.3    Burge, C.B.4
  • 25
    • 84898035970 scopus 로고    scopus 로고
    • Quantifying alternative splicing from paired-end RNA-sequencing data
    • Rossell D, Attolini CSO, Kroiss M, Stöcker A. Quantifying alternative splicing from paired-end RNA-sequencing data. Ann Appl Stat. 2014; 8(1):309.
    • (2014) Ann Appl Stat , vol.8 , Issue.1 , pp. 309
    • Rossell, D.1    Attolini, C.S.O.2    Kroiss, M.3    Stöcker, A.4
  • 26
    • 84950267207 scopus 로고    scopus 로고
    • Near-optimal RNA-Seq quantification
    • arXiv
    • Bray N, Pimentel H, Melsted P, Pachter L. Near-optimal RNA-Seq quantification. ArXiv e-prints. 2015; arXiv:1505.02710. http://adsabs.harvard.edu/abs/2015arXiv150502710B.
    • (2015) ArXiv e-prints , pp. 1505.02710
    • Bray, N.1    Pimentel, H.2    Melsted, P.3    Pachter, L.4
  • 28
    • 79961123152 scopus 로고    scopus 로고
    • RSEM: accurate transcript quantification from RNA-seq data with or without a reference genome
    • Li B, Dewey CN. RSEM: accurate transcript quantification from RNA-seq data with or without a reference genome. BMC Bioinform. 2011; 12(1):323.
    • (2011) BMC Bioinform , vol.12 , Issue.1 , pp. 323
    • Li, B.1    Dewey, C.N.2
  • 29
    • 80051941094 scopus 로고    scopus 로고
    • Identification of novel transcripts in annotated genomes using RNA-seq
    • Roberts A, Pimentel H, Trapnell C, Pachter L. Identification of novel transcripts in annotated genomes using RNA-seq. Bioinformatics. 2011; 27(17):2325-9.
    • (2011) Bioinformatics , vol.27 , Issue.17 , pp. 2325-2329
    • Roberts, A.1    Pimentel, H.2    Trapnell, C.3    Pachter, L.4
  • 30
    • 78650689920 scopus 로고    scopus 로고
    • Noisy splicing drives mRNA isoform diversity in human cells
    • Pickrell JK, Pai AA, Gilad Y, Pritchard JK. Noisy splicing drives mRNA isoform diversity in human cells. PLoS Genet. 2010; 6(12):1-11.
    • (2010) PLoS Genet , vol.6 , Issue.12 , pp. 1-11
    • Pickrell, J.K.1    Pai, A.A.2    Gilad, Y.3    Pritchard, J.K.4
  • 32
    • 84879488128 scopus 로고    scopus 로고
    • Transcriptome analysis of human tissues and cell lines reveals one dominant transcript per gene
    • Gonzàlez-Porta M, Frankish A, Rung J, Harrow J, Brazma A. Transcriptome analysis of human tissues and cell lines reveals one dominant transcript per gene. Genome Biol. 2013; 14(7):70.
    • (2013) Genome Biol , vol.14 , Issue.7 , pp. 70
    • Gonzàlez-Porta, M.1    Frankish, A.2    Rung, J.3    Harrow, J.4    Brazma, A.5
  • 33
    • 65449136284 scopus 로고    scopus 로고
    • TopHat: discovering splice junctions with RNA-seq
    • Trapnell C, Pachter L, Salzberg SL. TopHat: discovering splice junctions with RNA-seq. Bioinformatics. 2009; 25(9):1105-11.
    • (2009) Bioinformatics , vol.25 , Issue.9 , pp. 1105-1111
    • Trapnell, C.1    Pachter, L.2    Salzberg, S.L.3
  • 34
    • 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(12):550.
    • (2014) Genome Biol , vol.15 , Issue.12 , pp. 550
    • Love, M.I.1    Huber, W.2    Anders, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.