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Volumn 14, Issue 1, 2013, Pages

Directional RNA-seq reveals highly complex condition-dependent transcriptomes in E. coli K12 through accurate full-length transcripts assembling

Author keywords

Alternative operon; Antisense RNA; Assembly; E. coli; Non coding RNA; Prokaryote; RNA seq; Transcription start site; Transcriptome

Indexed keywords

COMPLEMENTARY RNA; TRANSCRIPTOME; UNTRANSLATED RNA;

EID: 84880888853     PISSN: None     EISSN: 14712164     Source Type: Journal    
DOI: 10.1186/1471-2164-14-520     Document Type: Article
Times cited : (34)

References (117)
  • 1
    • 75249105828 scopus 로고    scopus 로고
    • A broadening world of bacterial small RNAs
    • 10.1016/j.mib.2009.11.004, 2822007, 20022798
    • Liu JM, Camilli A. A broadening world of bacterial small RNAs. Curr Opin Microbiol 2010, 13:18-23. 10.1016/j.mib.2009.11.004, 2822007, 20022798.
    • (2010) Curr Opin Microbiol , vol.13 , pp. 18-23
    • Liu, J.M.1    Camilli, A.2
  • 2
    • 58149375464 scopus 로고    scopus 로고
    • Small regulatory non-coding RNAs in bacteria: physiology and mechanistic aspects
    • 10.1042/BC20070137, 19076068
    • Repoila F, Darfeuille F. Small regulatory non-coding RNAs in bacteria: physiology and mechanistic aspects. Biol Cell 2009, 101:117-131. 10.1042/BC20070137, 19076068.
    • (2009) Biol Cell , vol.101 , pp. 117-131
    • Repoila, F.1    Darfeuille, F.2
  • 3
    • 78149421813 scopus 로고    scopus 로고
    • Bacterial antisense RNAs: how many are there, and what are they doing?
    • 10.1146/annurev-genet-102209-163523, 3030471, 20707673
    • Thomason MK, Storz G. Bacterial antisense RNAs: how many are there, and what are they doing?. Annu Rev Genet 2010, 44:167-188. 10.1146/annurev-genet-102209-163523, 3030471, 20707673.
    • (2010) Annu Rev Genet , vol.44 , pp. 167-188
    • Thomason, M.K.1    Storz, G.2
  • 4
    • 79958047291 scopus 로고    scopus 로고
    • Cis-antisense RNA, another level of gene regulation in bacteria
    • 10.1128/MMBR.00032-10, 3122628, 21646430
    • Georg J, Hess WR. cis-antisense RNA, another level of gene regulation in bacteria. Microbiol Mol Biol Rev 2011, 75:286-300. 10.1128/MMBR.00032-10, 3122628, 21646430.
    • (2011) Microbiol Mol Biol Rev , vol.75 , pp. 286-300
    • Georg, J.1    Hess, W.R.2
  • 6
    • 38549162091 scopus 로고    scopus 로고
    • DBTBS: a database of transcriptional regulation in Bacillus subtilis containing upstream intergenic conservation information
    • 10.1093/nar/gkm910, 2247474, 17962296
    • Sierro N, Makita Y, de Hoon M, Nakai K. DBTBS: a database of transcriptional regulation in Bacillus subtilis containing upstream intergenic conservation information. Nucleic Acids Res 2007, 36:D93-96. 10.1093/nar/gkm910, 2247474, 17962296.
    • (2007) Nucleic Acids Res , vol.36
    • Sierro, N.1    Makita, Y.2    de Hoon, M.3    Nakai, K.4
  • 8
    • 16344390358 scopus 로고    scopus 로고
    • Operon prediction without a training set
    • 10.1093/bioinformatics/bti123, 15539453
    • Westover BP, Buhler JD, Sonnenburg JL, Gordon JI. Operon prediction without a training set. Bioinformatics 2005, 21:880-888. 10.1093/bioinformatics/bti123, 15539453.
    • (2005) Bioinformatics , vol.21 , pp. 880-888
    • Westover, B.P.1    Buhler, J.D.2    Sonnenburg, J.L.3    Gordon, J.I.4
  • 9
    • 13944268797 scopus 로고    scopus 로고
    • A novel method for accurate operon predictions in all sequenced prokaryotes
    • 10.1093/nar/gki232, 549399, 15701760
    • Price MN, Huang KH, Alm EJ, Arkin AP. A novel method for accurate operon predictions in all sequenced prokaryotes. Nucleic Acids Res 2005, 33:880-892. 10.1093/nar/gki232, 549399, 15701760.
    • (2005) Nucleic Acids Res , vol.33 , pp. 880-892
    • Price, M.N.1    Huang, K.H.2    Alm, E.J.3    Arkin, A.P.4
  • 10
    • 33846668510 scopus 로고    scopus 로고
    • Operon prediction using both genome-specific and general genomic information
    • 1802555, 17170009
    • Dam P, Olman V, Harris K, Su Z, Xu Y. Operon prediction using both genome-specific and general genomic information. Nucleic Acids Res 2007, 35:288-298. 1802555, 17170009.
    • (2007) Nucleic Acids Res , vol.35 , pp. 288-298
    • Dam, P.1    Olman, V.2    Harris, K.3    Su, Z.4    Xu, Y.5
  • 12
    • 33846913192 scopus 로고    scopus 로고
    • Operon prediction for sequenced bacterial genomes without experimental information
    • 10.1128/AEM.01686-06, 1800777, 17122389
    • Bergman NH, Passalacqua KD, Hanna PC, Qin ZS. Operon prediction for sequenced bacterial genomes without experimental information. Appl Environ Microbiol 2007, 73:846-854. 10.1128/AEM.01686-06, 1800777, 17122389.
    • (2007) Appl Environ Microbiol , vol.73 , pp. 846-854
    • Bergman, N.H.1    Passalacqua, K.D.2    Hanna, P.C.3    Qin, Z.S.4
  • 13
    • 58149200939 scopus 로고    scopus 로고
    • DOOR: a database for prokaryotic operons
    • 10.1093/nar/gkn757, 2686520, 18988623
    • Mao F, Dam P, Chou J, Olman V, Xu Y. DOOR: a database for prokaryotic operons. Nucleic Acids Res 2009, 37:D459-463. 10.1093/nar/gkn757, 2686520, 18988623.
    • (2009) Nucleic Acids Res , vol.37
    • Mao, F.1    Dam, P.2    Chou, J.3    Olman, V.4    Xu, Y.5
  • 14
    • 77955882185 scopus 로고    scopus 로고
    • High accuracy operon prediction method based on STRING database scores
    • 10.1093/nar/gkq254, 2896540, 20385580
    • Taboada B, Verde C, Merino E. High accuracy operon prediction method based on STRING database scores. Nucleic Acids Res 2010, 38:e130. 10.1093/nar/gkq254, 2896540, 20385580.
    • (2010) Nucleic Acids Res , vol.38
    • Taboada, B.1    Verde, C.2    Merino, E.3
  • 15
    • 36549011216 scopus 로고    scopus 로고
    • Efficient annotation of bacterial genomes for small, noncoding RNAs using the integrative computational tool sRNAPredict2
    • 10.1007/978-1-59745-514-5_30, 17993693
    • Livny J. Efficient annotation of bacterial genomes for small, noncoding RNAs using the integrative computational tool sRNAPredict2. Methods Mol Biol 2007, 395:475-488. 10.1007/978-1-59745-514-5_30, 17993693.
    • (2007) Methods Mol Biol , vol.395 , pp. 475-488
    • Livny, J.1
  • 16
    • 36448976216 scopus 로고    scopus 로고
    • Prediction of small, noncoding RNAs in bacteria using heterogeneous data
    • Tjaden B. Prediction of small, noncoding RNAs in bacteria using heterogeneous data. J Math Biol 2008, 56:183-200.
    • (2008) J Math Biol , vol.56 , pp. 183-200
    • Tjaden, B.1
  • 17
    • 57249116905 scopus 로고    scopus 로고
    • Small RNA gene identification and mRNA target predictions in bacteria
    • 10.1093/bioinformatics/btn560, 18974076
    • Pichon C, Felden B. Small RNA gene identification and mRNA target predictions in bacteria. Bioinformatics 2008, 24:2807-2813. 10.1093/bioinformatics/btn560, 18974076.
    • (2008) Bioinformatics , vol.24 , pp. 2807-2813
    • Pichon, C.1    Felden, B.2
  • 18
    • 34247271446 scopus 로고    scopus 로고
    • Comparative genomics of small RNAs in bacterial genomes
    • 10.1089/omi.2006.0005, 17411396
    • Luban S, Kihara D. Comparative genomics of small RNAs in bacterial genomes. OMICS 2007, 11:58-73. 10.1089/omi.2006.0005, 17411396.
    • (2007) OMICS , vol.11 , pp. 58-73
    • Luban, S.1    Kihara, D.2
  • 19
    • 50049106504 scopus 로고    scopus 로고
    • The relative value of operon predictions
    • 10.1093/bib/bbn019, 18420711
    • Brouwer RW, Kuipers OP, Hijum SA. The relative value of operon predictions. Brief Bioinform 2008, 9:367-375. 10.1093/bib/bbn019, 18420711.
    • (2008) Brief Bioinform , vol.9 , pp. 367-375
    • Brouwer, R.W.1    Kuipers, O.P.2    Hijum, S.A.3
  • 20
    • 77952719228 scopus 로고    scopus 로고
    • Deciphering the physiological blueprint of a bacterial cell: revelations of unanticipated complexity in transcriptome and proteome
    • 10.1002/bies.201000020, 20486131
    • Toledo-Arana A, Solano C. Deciphering the physiological blueprint of a bacterial cell: revelations of unanticipated complexity in transcriptome and proteome. Bioessays 2010, 32:461-467. 10.1002/bies.201000020, 20486131.
    • (2010) Bioessays , vol.32 , pp. 461-467
    • Toledo-Arana, A.1    Solano, C.2
  • 21
    • 72849114230 scopus 로고    scopus 로고
    • Prokaryotic transcriptomics: a new view on regulation, physiology and pathogenicity
    • Sorek R, Cossart P. Prokaryotic transcriptomics: a new view on regulation, physiology and pathogenicity. Nat Rev Genet 2010, 11:9-16.
    • (2010) Nat Rev Genet , vol.11 , pp. 9-16
    • Sorek, R.1    Cossart, P.2
  • 22
    • 80053929391 scopus 로고    scopus 로고
    • Progress in prokaryotic transcriptomics
    • 10.1016/j.mib.2011.07.023, 21839669
    • Filiatrault MJ. Progress in prokaryotic transcriptomics. Curr Opin Microbiol 2011, 14:579-586. 10.1016/j.mib.2011.07.023, 21839669.
    • (2011) Curr Opin Microbiol , vol.14 , pp. 579-586
    • Filiatrault, M.J.1
  • 29
    • 84862935255 scopus 로고    scopus 로고
    • Comprehensive transcriptome analysis of the periodontopathogenic bacterium Porphyromonas gingivalis W83
    • 10.1128/JB.06385-11, 3256594, 22037400
    • Hovik H, Yu WH, Olsen I, Chen T. Comprehensive transcriptome analysis of the periodontopathogenic bacterium Porphyromonas gingivalis W83. J Bacteriol 2012, 194:100-114. 10.1128/JB.06385-11, 3256594, 22037400.
    • (2012) J Bacteriol , vol.194 , pp. 100-114
    • Hovik, H.1    Yu, W.H.2    Olsen, I.3    Chen, T.4
  • 30
    • 70350159135 scopus 로고    scopus 로고
    • The transcriptionally active regions in the genome of Bacillus subtilis
    • 10.1111/j.1365-2958.2009.06830.x, 2784878, 19682248
    • Rasmussen S, Nielsen HB, Jarmer H. The transcriptionally active regions in the genome of Bacillus subtilis. Mol Microbiol 2009, 73:1043-1057. 10.1111/j.1365-2958.2009.06830.x, 2784878, 19682248.
    • (2009) Mol Microbiol , vol.73 , pp. 1043-1057
    • Rasmussen, S.1    Nielsen, H.B.2    Jarmer, H.3
  • 32
    • 62649160909 scopus 로고    scopus 로고
    • Mapping the Burkholderia cenocepacia niche response via high-throughput sequencing
    • 10.1073/pnas.0813403106, 2645912, 19234113
    • Yoder-Himes DR, Chain PS, Zhu Y, Wurtzel O, Rubin EM, Tiedje JM, Sorek R. Mapping the Burkholderia cenocepacia niche response via high-throughput sequencing. Proc Natl Acad Sci USA 2009, 106:3976-3981. 10.1073/pnas.0813403106, 2645912, 19234113.
    • (2009) Proc Natl Acad Sci USA , vol.106 , pp. 3976-3981
    • Yoder-Himes, D.R.1    Chain, P.S.2    Zhu, Y.3    Wurtzel, O.4    Rubin, E.M.5    Tiedje, J.M.6    Sorek, R.7
  • 35
    • 80051915419 scopus 로고    scopus 로고
    • RNA-Seq-based monitoring of infection-linked changes in Vibrio cholerae gene expression
    • 10.1016/j.chom.2011.07.007, 3166260, 21843873
    • Mandlik A, Livny J, Robins WP, Ritchie JM, Mekalanos JJ, Waldor MK. RNA-Seq-based monitoring of infection-linked changes in Vibrio cholerae gene expression. Cell Host Microbe 2011, 10:165-174. 10.1016/j.chom.2011.07.007, 3166260, 21843873.
    • (2011) Cell Host Microbe , vol.10 , pp. 165-174
    • Mandlik, A.1    Livny, J.2    Robins, W.P.3    Ritchie, J.M.4    Mekalanos, J.J.5    Waldor, M.K.6
  • 36
    • 77950349491 scopus 로고    scopus 로고
    • Deep sequencing-based discovery of the Chlamydia trachomatis transcriptome
    • 10.1093/nar/gkp1032, 2817459, 19923228
    • Albrecht M, Sharma CM, Reinhardt R, Vogel J, Rudel T. Deep sequencing-based discovery of the Chlamydia trachomatis transcriptome. Nucleic Acids Res 2010, 38:868-877. 10.1093/nar/gkp1032, 2817459, 19923228.
    • (2010) Nucleic Acids Res , vol.38 , pp. 868-877
    • Albrecht, M.1    Sharma, C.M.2    Reinhardt, R.3    Vogel, J.4    Rudel, T.5
  • 38
    • 80053375441 scopus 로고    scopus 로고
    • Single-nucleotide resolution analysis of the transcriptome structure of Clostridium beijerinckii NCIMB 8052 using RNA-Seq
    • 10.1186/1471-2164-12-479, 3271303, 21962126
    • Wang Y, Li X, Mao Y, Blaschek HP. Single-nucleotide resolution analysis of the transcriptome structure of Clostridium beijerinckii NCIMB 8052 using RNA-Seq. BMC Genomics 2011, 12:479. 10.1186/1471-2164-12-479, 3271303, 21962126.
    • (2011) BMC Genomics , vol.12 , pp. 479
    • Wang, Y.1    Li, X.2    Mao, Y.3    Blaschek, H.P.4
  • 40
    • 79959584995 scopus 로고    scopus 로고
    • Directional RNA deep sequencing sheds new light on the transcriptional response of Anabaena sp. strain PCC 7120 to combined-nitrogen deprivation
    • 10.1186/1471-2164-12-332, 3141674, 21711558
    • Flaherty BL, Van Nieuwerburgh F, Head SR, Golden JW. Directional RNA deep sequencing sheds new light on the transcriptional response of Anabaena sp. strain PCC 7120 to combined-nitrogen deprivation. BMC Genomics 2011, 12:332. 10.1186/1471-2164-12-332, 3141674, 21711558.
    • (2011) BMC Genomics , vol.12 , pp. 332
    • Flaherty, B.L.1    Van Nieuwerburgh, F.2    Head, S.R.3    Golden, J.W.4
  • 41
    • 80955173627 scopus 로고    scopus 로고
    • A high resolution map of a cyanobacterial transcriptome
    • 10.1186/gb-2011-12-5-r47, 3219970, 21612627
    • Vijayan V, Jain IH, O'Shea EK. A high resolution map of a cyanobacterial transcriptome. Genome Biol 2011, 12:R47. 10.1186/gb-2011-12-5-r47, 3219970, 21612627.
    • (2011) Genome Biol , vol.12
    • Vijayan, V.1    Jain, I.H.2    O'Shea, E.K.3
  • 42
    • 74949137952 scopus 로고    scopus 로고
    • A single-base resolution map of an archaeal transcriptome
    • 10.1101/gr.100396.109, 2798825, 19884261
    • Wurtzel O, Sapra R, Chen F, Zhu Y, Simmons BA, Sorek R. A single-base resolution map of an archaeal transcriptome. Genome Res 2010, 20:133-141. 10.1101/gr.100396.109, 2798825, 19884261.
    • (2010) Genome Res , vol.20 , pp. 133-141
    • Wurtzel, O.1    Sapra, R.2    Chen, F.3    Zhu, Y.4    Simmons, B.A.5    Sorek, R.6
  • 44
    • 78449301921 scopus 로고    scopus 로고
    • Widespread antisense transcription in Escherichia coli
    • pii: e00024-10
    • Dornenburg JE, Devita AM, Palumbo MJ, Wade JT. Widespread antisense transcription in Escherichia coli. MBio 2010, 1:pii: e00024-10.
    • (2010) MBio , vol.1
    • Dornenburg, J.E.1    Devita, A.M.2    Palumbo, M.J.3    Wade, J.T.4
  • 48
    • 0028061282 scopus 로고
    • Promoter structure, promoter recognition, and transcription activation in prokaryotes
    • Busby S, Ebright RH. Promoter structure, promoter recognition, and transcription activation in prokaryotes. Cell 1994, 79:743-746.
    • (1994) Cell , vol.79 , pp. 743-746
    • Busby, S.1    Ebright, R.H.2
  • 49
    • 1842591130 scopus 로고    scopus 로고
    • The regulation of bacterial transcription initiation
    • 10.1038/nrmicro787, 15035009
    • Browning DF, Busbym SJW. The regulation of bacterial transcription initiation. Nat Rev Microbiol 2004, 2:57-65. 10.1038/nrmicro787, 15035009.
    • (2004) Nat Rev Microbiol , vol.2 , pp. 57-65
    • Browning, D.F.1    Busbym, S.J.W.2
  • 54
    • 0037387973 scopus 로고    scopus 로고
    • A survey of small RNA-encoding genes in Escherichia coli
    • 10.1093/nar/gkg297, 152812, 12654996
    • Hershberg R, Altuvia S, Margalit H. A survey of small RNA-encoding genes in Escherichia coli. Nucleic Acids Res 2003, 31:1813-1820. 10.1093/nar/gkg297, 152812, 12654996.
    • (2003) Nucleic Acids Res , vol.31 , pp. 1813-1820
    • Hershberg, R.1    Altuvia, S.2    Margalit, H.3
  • 55
    • 84863924309 scopus 로고    scopus 로고
    • Bacterial small RNA regulators: versatile roles and rapidly evolving variations
    • pii: a003798
    • Gottesman S, Storz G. Bacterial small RNA regulators: versatile roles and rapidly evolving variations. Cold Spring Harb Perspect Biol 2011, 3:pii: a003798.
    • (2011) Cold Spring Harb Perspect Biol , vol.3
    • Gottesman, S.1    Storz, G.2
  • 56
    • 80053019485 scopus 로고    scopus 로고
    • Regulation by small RNAs in bacteria: expanding frontiers
    • 10.1016/j.molcel.2011.08.022, 3176440, 21925377
    • Storz G, Vogel J, Wassarman KM. Regulation by small RNAs in bacteria: expanding frontiers. Mol Cell 2011, 43:880-891. 10.1016/j.molcel.2011.08.022, 3176440, 21925377.
    • (2011) Mol Cell , vol.43 , pp. 880-891
    • Storz, G.1    Vogel, J.2    Wassarman, K.M.3
  • 59
    • 57749195712 scopus 로고    scopus 로고
    • RNA-Seq: a revolutionary tool for transcriptomics
    • 10.1038/nrg2484, 2949280, 19015660
    • Wang Z, Gerstein M, Snyder M. RNA-Seq: a revolutionary tool for transcriptomics. Nat Rev Genet 2009, 10:57-63. 10.1038/nrg2484, 2949280, 19015660.
    • (2009) Nat Rev Genet , vol.10 , pp. 57-63
    • Wang, Z.1    Gerstein, M.2    Snyder, M.3
  • 60
    • 77954222910 scopus 로고    scopus 로고
    • Strand-specific deep sequencing of the transcriptome
    • 10.1101/gr.094318.109, 2892100, 20519413
    • Vivancos AP, Guell M, Dohm JC, Serrano L, Himmelbauer H. Strand-specific deep sequencing of the transcriptome. Genome Res 2010, 20:989-999. 10.1101/gr.094318.109, 2892100, 20519413.
    • (2010) Genome Res , vol.20 , pp. 989-999
    • Vivancos, A.P.1    Guell, M.2    Dohm, J.C.3    Serrano, L.4    Himmelbauer, H.5
  • 62
    • 46249106990 scopus 로고    scopus 로고
    • Mapping and quantifying mammalian transcriptomes by RNA-Seq
    • 10.1038/nmeth.1226, 18516045
    • Mortazavi A, Williams BA, McCue K, Schaeffer L, Wold B. Mapping and quantifying mammalian transcriptomes by RNA-Seq. Nat Methods 2008, 5:621-628. 10.1038/nmeth.1226, 18516045.
    • (2008) Nat Methods , vol.5 , pp. 621-628
    • Mortazavi, A.1    Williams, B.A.2    McCue, K.3    Schaeffer, L.4    Wold, B.5
  • 63
    • 79952709611 scopus 로고    scopus 로고
    • Improving RNA-Seq expression estimates by correcting for fragment bias
    • 10.1186/gb-2011-12-3-r22, 3129672, 21410973
    • Roberts A, Trapnell C, Donaghey J, Rinn JL, Pachter L. Improving RNA-Seq expression estimates by correcting for fragment bias. Genome Biol 2011, 12:R22. 10.1186/gb-2011-12-3-r22, 3129672, 21410973.
    • (2011) Genome Biol , vol.12
    • Roberts, A.1    Trapnell, C.2    Donaghey, J.3    Rinn, J.L.4    Pachter, L.5
  • 64
    • 80052990473 scopus 로고    scopus 로고
    • Systematic bias in high-throughput sequencing data and its correction by BEADS
    • 10.1093/nar/gkr425, 3159482, 21646344
    • Cheung MS, Down TA, Latorre I, Ahringer J. Systematic bias in high-throughput sequencing data and its correction by BEADS. Nucleic Acids Res 2011, 39:e103. 10.1093/nar/gkr425, 3159482, 21646344.
    • (2011) Nucleic Acids Res , vol.39
    • Cheung, M.S.1    Down, T.A.2    Latorre, I.3    Ahringer, J.4
  • 65
    • 80054055413 scopus 로고    scopus 로고
    • Local and global factors affecting RNA sequencing analysis
    • 10.1016/j.ab.2011.08.013, 21889483
    • Sendler E, Johnson GD, Krawetz SA. Local and global factors affecting RNA sequencing analysis. Anal Biochem 2011, 419:317-322. 10.1016/j.ab.2011.08.013, 21889483.
    • (2011) Anal Biochem , vol.419 , pp. 317-322
    • Sendler, E.1    Johnson, G.D.2    Krawetz, S.A.3
  • 66
    • 79951522882 scopus 로고    scopus 로고
    • Using non-uniform read distribution models to improve isoform expression inference in RNA-Seq
    • 10.1093/bioinformatics/btq696, 21169371
    • Wu Z, Wang X, Zhang X. Using non-uniform read distribution models to improve isoform expression inference in RNA-Seq. Bioinformatics 2011, 27:502-508. 10.1093/bioinformatics/btq696, 21169371.
    • (2011) Bioinformatics , vol.27 , pp. 502-508
    • Wu, Z.1    Wang, X.2    Zhang, X.3
  • 67
    • 77951940273 scopus 로고    scopus 로고
    • Modeling non-uniformity in short-read rates in RNA-Seq data
    • 10.1186/gb-2010-11-5-r50, 2898062, 20459815
    • Li J, Jiang H, Wong WH. Modeling non-uniformity in short-read rates in RNA-Seq data. Genome Biol 2010, 11:R50. 10.1186/gb-2010-11-5-r50, 2898062, 20459815.
    • (2010) Genome Biol , vol.11
    • Li, J.1    Jiang, H.2    Wong, W.H.3
  • 68
    • 67449095888 scopus 로고    scopus 로고
    • Genome assembly reborn: recent computational challenges
    • 10.1093/bib/bbp026, 2691937, 19482960
    • Pop M. Genome assembly reborn: recent computational challenges. Brief Bioinform 2009, 10:354-366. 10.1093/bib/bbp026, 2691937, 19482960.
    • (2009) Brief Bioinform , vol.10 , pp. 354-366
    • Pop, M.1
  • 69
    • 70449701942 scopus 로고    scopus 로고
    • Sense from sequence reads: methods for alignment and assembly
    • 10.1038/nmeth.1376, 19844229
    • Flicek P, Birney E. Sense from sequence reads: methods for alignment and assembly. Nat Methods 2009, 6:S6-S12. 10.1038/nmeth.1376, 19844229.
    • (2009) Nat Methods , vol.6
    • Flicek, P.1    Birney, E.2
  • 70
    • 80052960863 scopus 로고    scopus 로고
    • Next-generation transcriptome assembly
    • 10.1038/nrg3068, 21897427
    • Martin JA, Wang Z. Next-generation transcriptome assembly. Nat Rev Genet 2011, 12:671-682. 10.1038/nrg3068, 21897427.
    • (2011) Nat Rev Genet , vol.12 , pp. 671-682
    • Martin, J.A.1    Wang, Z.2
  • 71
    • 77952123055 scopus 로고    scopus 로고
    • Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation
    • 10.1038/nbt.1621, 3146043, 20436464
    • Trapnell C, Williams BA, Pertea G, Mortazavi A, Kwan G, van Baren MJ, Salzberg SL, Wold BJ, Pachter L. Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation. Nat Biotechnol 2010, 28:511-515. 10.1038/nbt.1621, 3146043, 20436464.
    • (2010) Nat Biotechnol , vol.28 , pp. 511-515
    • Trapnell, C.1    Williams, B.A.2    Pertea, G.3    Mortazavi, A.4    Kwan, G.5    van Baren, M.J.6    Salzberg, S.L.7    Wold, B.J.8    Pachter, L.9
  • 72
    • 0343308108 scopus 로고    scopus 로고
    • Patterns of cleavages induced by lead ions in defined RNA secondary structure motifs
    • 10.1006/jmbi.1997.1462, 9466904
    • Ciesiolka J, Michalowski D, Wrzesinski J, Krajewski J, Krzyzosiak WJ. Patterns of cleavages induced by lead ions in defined RNA secondary structure motifs. J Mol Biol 1998, 275:211-220. 10.1006/jmbi.1997.1462, 9466904.
    • (1998) J Mol Biol , vol.275 , pp. 211-220
    • Ciesiolka, J.1    Michalowski, D.2    Wrzesinski, J.3    Krajewski, J.4    Krzyzosiak, W.J.5
  • 73
    • 77955883388 scopus 로고    scopus 로고
    • Biases in Illumina transcriptome sequencing caused by random hexamer priming
    • 10.1093/nar/gkq224, 2896536, 20395217
    • Hansen KD, Brenner SE, Dudoit S. Biases in Illumina transcriptome sequencing caused by random hexamer priming. Nucleic Acids Res 2010, 38:e131. 10.1093/nar/gkq224, 2896536, 20395217.
    • (2010) Nucleic Acids Res , vol.38
    • Hansen, K.D.1    Brenner, S.E.2    Dudoit, S.3
  • 74
    • 84860389888 scopus 로고    scopus 로고
    • RNA-ligase-dependent biases in miRNA representation in deep-sequenced small RNA cDNA libraries
    • 10.1261/rna.2799511, 3162335, 21775473
    • Hafner M, Renwick N, Brown M, Mihailovic A, Holoch D, Lin C, Pena JT, Nusbaum JD, Morozov P, Ludwig J, et al. RNA-ligase-dependent biases in miRNA representation in deep-sequenced small RNA cDNA libraries. RNA 2011, 17:1697-1712. 10.1261/rna.2799511, 3162335, 21775473.
    • (2011) RNA , vol.17 , pp. 1697-1712
    • Hafner, M.1    Renwick, N.2    Brown, M.3    Mihailovic, A.4    Holoch, D.5    Lin, C.6    Pena, J.T.7    Nusbaum, J.D.8    Morozov, P.9    Ludwig, J.10
  • 75
    • 84860198538 scopus 로고    scopus 로고
    • Structural bias in T4 RNA ligase-mediated 3'-adapter ligation
    • 10.1093/nar/gkr1263, 3326334, 22241775
    • Zhuang F, Fuchs RT, Sun Z, Zheng Y, Robb GB. Structural bias in T4 RNA ligase-mediated 3'-adapter ligation. Nucleic Acids Res 2012, 40:e54. 10.1093/nar/gkr1263, 3326334, 22241775.
    • (2012) Nucleic Acids Res , vol.40
    • Zhuang, F.1    Fuchs, R.T.2    Sun, Z.3    Zheng, Y.4    Robb, G.B.5
  • 76
    • 82255185567 scopus 로고    scopus 로고
    • Identification and remediation of biases in the activity of RNA ligases in small-RNA deep sequencing
    • 10.1093/nar/gkr693, 3241666, 21890899
    • Jayaprakash AD, Jabado O, Brown BD, Sachidanandam R. Identification and remediation of biases in the activity of RNA ligases in small-RNA deep sequencing. Nucleic Acids Res 2011, 39:e141. 10.1093/nar/gkr693, 3241666, 21890899.
    • (2011) Nucleic Acids Res , vol.39
    • Jayaprakash, A.D.1    Jabado, O.2    Brown, B.D.3    Sachidanandam, R.4
  • 77
    • 83455238345 scopus 로고    scopus 로고
    • GC-content normalization for RNA-Seq data
    • 10.1186/1471-2105-12-480, 3315510, 22177264
    • Risso D, Schwartz K, Sherlock G, Dudoit S. GC-content normalization for RNA-Seq data. BMC Bioinformatics 2011, 12:480. 10.1186/1471-2105-12-480, 3315510, 22177264.
    • (2011) BMC Bioinformatics , vol.12 , pp. 480
    • Risso, D.1    Schwartz, K.2    Sherlock, G.3    Dudoit, S.4
  • 78
    • 84861548193 scopus 로고    scopus 로고
    • Summarizing and correcting the GC content bias in high-throughput sequencing
    • 10.1093/nar/gks001, 3378858, 22323520
    • Benjamini Y, Speed TP. Summarizing and correcting the GC content bias in high-throughput sequencing. Nucleic Acids Res 2012, 40:e72. 10.1093/nar/gks001, 3378858, 22323520.
    • (2012) Nucleic Acids Res , vol.40
    • Benjamini, Y.1    Speed, T.P.2
  • 80
    • 80455126001 scopus 로고    scopus 로고
    • Evaluation of genomic high-throughput sequencing data generated on Illumina HiSeq and genome analyzer systems
    • 10.1186/gb-2011-12-11-r112, 3334598, 22067484
    • Minoche AE, Dohm JC, Himmelbauer H. Evaluation of genomic high-throughput sequencing data generated on Illumina HiSeq and genome analyzer systems. Genome Biol 2011, 12:R112. 10.1186/gb-2011-12-11-r112, 3334598, 22067484.
    • (2011) Genome Biol , vol.12
    • Minoche, A.E.1    Dohm, J.C.2    Himmelbauer, H.3
  • 85
    • 0036226603 scopus 로고    scopus 로고
    • BLAT-the BLAST-like alignment tool
    • 187518, 11932250
    • Kent WJ. BLAT-the BLAST-like alignment tool. Genome Res 2002, 12:656-664. 187518, 11932250.
    • (2002) Genome Res , vol.12 , pp. 656-664
    • Kent, W.J.1
  • 86
    • 65449136284 scopus 로고    scopus 로고
    • TopHat: discovering splice junctions with RNA-Seq
    • 10.1093/bioinformatics/btp120, 2672628, 19289445
    • Trapnell C, Pachter L, Salzberg SL. TopHat: discovering splice junctions with RNA-Seq. Bioinformatics 2009, 25:1105-1111. 10.1093/bioinformatics/btp120, 2672628, 19289445.
    • (2009) Bioinformatics , vol.25 , pp. 1105-1111
    • Trapnell, C.1    Pachter, L.2    Salzberg, S.L.3
  • 87
    • 62349130698 scopus 로고    scopus 로고
    • Ultrafast and memory-efficient alignment of short DNA sequences to the human genome
    • 10.1186/gb-2009-10-3-r25, 2690996, 19261174
    • Langmead B, Trapnell C, Pop M, Salzberg SL. Ultrafast and memory-efficient alignment of short DNA sequences to the human genome. Genome Biol 2009, 10:R25. 10.1186/gb-2009-10-3-r25, 2690996, 19261174.
    • (2009) Genome Biol , vol.10
    • Langmead, B.1    Trapnell, C.2    Pop, M.3    Salzberg, S.L.4
  • 88
    • 77952148742 scopus 로고    scopus 로고
    • Ab initio reconstruction of cell type-specific transcriptomes in mouse reveals the conserved multi-exonic structure of lincRNAs
    • 10.1038/nbt.1633, 2868100, 20436462
    • Guttman M, Garber M, Levin JZ, Donaghey J, Robinson J, Adiconis X, Fan L, Koziol MJ, Gnirke A, Nusbaum C, et al. Ab initio reconstruction of cell type-specific transcriptomes in mouse reveals the conserved multi-exonic structure of lincRNAs. Nat Biotechnol 2010, 28:503-510. 10.1038/nbt.1633, 2868100, 20436462.
    • (2010) Nat Biotechnol , vol.28 , pp. 503-510
    • Guttman, M.1    Garber, M.2    Levin, J.Z.3    Donaghey, J.4    Robinson, J.5    Adiconis, X.6    Fan, L.7    Koziol, M.J.8    Gnirke, A.9    Nusbaum, C.10
  • 90
    • 84859768479 scopus 로고    scopus 로고
    • Oases: robust de novo RNA-seq assembly across the dynamic range of expression levels
    • 10.1093/bioinformatics/bts094, 3324515, 22368243
    • Schulz MH, Zerbino DR, Vingron M, Birney E. Oases: robust de novo RNA-seq assembly across the dynamic range of expression levels. Bioinformatics 2012, 28:1086-1092. 10.1093/bioinformatics/bts094, 3324515, 22368243.
    • (2012) Bioinformatics , vol.28 , pp. 1086-1092
    • Schulz, M.H.1    Zerbino, D.R.2    Vingron, M.3    Birney, E.4
  • 92
    • 78549246241 scopus 로고    scopus 로고
    • Rnnotator: an automated de novo transcriptome assembly pipeline from stranded RNA-Seq reads
    • 10.1186/1471-2164-11-663, 3152782, 21106091
    • Martin J, Bruno VM, Fang Z, Meng X, Blow M, Zhang T, Sherlock G, Snyder M, Wang Z. Rnnotator: an automated de novo transcriptome assembly pipeline from stranded RNA-Seq reads. BMC Genomics 2010, 11:663. 10.1186/1471-2164-11-663, 3152782, 21106091.
    • (2010) BMC Genomics , vol.11 , pp. 663
    • Martin, J.1    Bruno, V.M.2    Fang, Z.3    Meng, X.4    Blow, M.5    Zhang, T.6    Sherlock, G.7    Snyder, M.8    Wang, Z.9
  • 93
    • 78649294100 scopus 로고    scopus 로고
    • Optimization of de novo transcriptome assembly from next-generation sequencing data
    • 10.1101/gr.103846.109, 2945192, 20693479
    • Surget-Groba Y, Montoya-Burgos JI. Optimization of de novo transcriptome assembly from next-generation sequencing data. Genome Res 2010, 20:1432-1440. 10.1101/gr.103846.109, 2945192, 20693479.
    • (2010) Genome Res , vol.20 , pp. 1432-1440
    • Surget-Groba, Y.1    Montoya-Burgos, J.I.2
  • 94
    • 77952274420 scopus 로고    scopus 로고
    • Bacillus anthracis genome organization in light of whole transcriptome sequencing
    • 10.1186/1471-2105-11-S3-S10, 3040524, 21210977
    • Martin J, Zhu W, Passalacqua KD, Bergman N, Borodovsky M. Bacillus anthracis genome organization in light of whole transcriptome sequencing. BMC Bioinformatics 2010, 11(Suppl 3):S10. 10.1186/1471-2105-11-S3-S10, 3040524, 21210977.
    • (2010) BMC Bioinformatics , vol.11 , Issue.SUPPL. 3
    • Martin, J.1    Zhu, W.2    Passalacqua, K.D.3    Bergman, N.4    Borodovsky, M.5
  • 95
    • 45549088326 scopus 로고    scopus 로고
    • The transcriptional landscape of the yeast genome defined by RNA sequencing
    • 10.1126/science.1158441, 2951732, 18451266
    • Nagalakshmi U, Wang Z, Waern K, Shou C, Raha D, Gerstein M, Snyder M. The transcriptional landscape of the yeast genome defined by RNA sequencing. Science 2008, 320:1344-1349. 10.1126/science.1158441, 2951732, 18451266.
    • (2008) Science , vol.320 , pp. 1344-1349
    • Nagalakshmi, U.1    Wang, Z.2    Waern, K.3    Shou, C.4    Raha, D.5    Gerstein, M.6    Snyder, M.7
  • 96
    • 0028685490 scopus 로고
    • Fitting a mixture model by expectation maximization to discover motifs in biopolymers
    • Bailey TL, Elkan C. Fitting a mixture model by expectation maximization to discover motifs in biopolymers. Proc Int Conf Intell Syst Mol Biol 1994, 2:28-36.
    • (1994) Proc Int Conf Intell Syst Mol Biol , vol.2 , pp. 28-36
    • Bailey, T.L.1    Elkan, C.2
  • 98
    • 0025730336 scopus 로고
    • Molecular analysis of the cryptic and functional phn operons for phosphonate use in Escherichia coli K-12
    • 207835, 1840580
    • Makino K, Kim SK, Shinagawa H, Amemura M, Nakata A. Molecular analysis of the cryptic and functional phn operons for phosphonate use in Escherichia coli K-12. J Bacteriol 1991, 173:2665-2672. 207835, 1840580.
    • (1991) J Bacteriol , vol.173 , pp. 2665-2672
    • Makino, K.1    Kim, S.K.2    Shinagawa, H.3    Amemura, M.4    Nakata, A.5
  • 99
    • 73849123139 scopus 로고    scopus 로고
    • Accumulation of intermediates of the carbon-phosphorus lyase pathway for phosphonate degradation in phn mutants of Escherichia coli
    • 10.1128/JB.01131-09, 2798254, 19854894
    • Hove-Jensen B, Rosenkrantz TJ, Zechel DL, Willemoes M. Accumulation of intermediates of the carbon-phosphorus lyase pathway for phosphonate degradation in phn mutants of Escherichia coli. J Bacteriol 2010, 192:370-374. 10.1128/JB.01131-09, 2798254, 19854894.
    • (2010) J Bacteriol , vol.192 , pp. 370-374
    • Hove-Jensen, B.1    Rosenkrantz, T.J.2    Zechel, D.L.3    Willemoes, M.4
  • 100
    • 4444325284 scopus 로고    scopus 로고
    • Reversible phase variation in the phnE gene, which is required for phosphonate metabolism in Escherichia coli K-12
    • 10.1128/JB.186.18.6118-6123.2004, 515159, 15342581
    • Iqbal S, Parker G, Davidson H, Moslehi-Rahmani E, Robson RL. Reversible phase variation in the phnE gene, which is required for phosphonate metabolism in Escherichia coli K-12. J Bacteriol 2004, 186:6118-6123. 10.1128/JB.186.18.6118-6123.2004, 515159, 15342581.
    • (2004) J Bacteriol , vol.186 , pp. 6118-6123
    • Iqbal, S.1    Parker, G.2    Davidson, H.3    Moslehi-Rahmani, E.4    Robson, R.L.5
  • 101
    • 79960983742 scopus 로고    scopus 로고
    • Five phosphonate operon gene products as components of a multi-subunit complex of the carbon-phosphorus lyase pathway
    • 10.1073/pnas.1104922108, 3136323, 21705661
    • Jochimsen B, Lolle S, McSorley FR, Nabi M, Stougaard J, Zechel DL, Hove-Jensen B. Five phosphonate operon gene products as components of a multi-subunit complex of the carbon-phosphorus lyase pathway. Proc Natl Acad Sci USA 2011, 108:11393-11398. 10.1073/pnas.1104922108, 3136323, 21705661.
    • (2011) Proc Natl Acad Sci USA , vol.108 , pp. 11393-11398
    • Jochimsen, B.1    Lolle, S.2    McSorley, F.R.3    Nabi, M.4    Stougaard, J.5    Zechel, D.L.6    Hove-Jensen, B.7
  • 102
    • 0025217032 scopus 로고
    • Molecular biology of carbon-phosphorus bond cleavage. Cloning and sequencing of the phn (psiD) genes involved in alkylphosphonate uptake and C-P lyase activity in Escherichia coli B
    • Chen CM, Ye QZ, Zhu ZM, Wanner BL, Walsh CT. Molecular biology of carbon-phosphorus bond cleavage. Cloning and sequencing of the phn (psiD) genes involved in alkylphosphonate uptake and C-P lyase activity in Escherichia coli B. J Biol Chem 1990, 265:4461-4471.
    • (1990) J Biol Chem , vol.265 , pp. 4461-4471
    • Chen, C.M.1    Ye, Q.Z.2    Zhu, Z.M.3    Wanner, B.L.4    Walsh, C.T.5
  • 103
    • 0027227620 scopus 로고
    • Evidence for a fourteen-gene, phnC to phnP locus for phosphonate metabolism in Escherichia coli
    • 10.1016/0378-1119(93)90692-V, 8335257
    • Metcalf WW, Wanner BL. Evidence for a fourteen-gene, phnC to phnP locus for phosphonate metabolism in Escherichia coli. Gene 1993, 129:27-32. 10.1016/0378-1119(93)90692-V, 8335257.
    • (1993) Gene , vol.129 , pp. 27-32
    • Metcalf, W.W.1    Wanner, B.L.2
  • 104
    • 0036477178 scopus 로고    scopus 로고
    • Phosphonates and their degradation by microorganisms
    • Kononova SV, Nesmeyanova MA. Phosphonates and their degradation by microorganisms. Biochemistry (Mosc) 2002, 67:184-195.
    • (2002) Biochemistry (Mosc) , vol.67 , pp. 184-195
    • Kononova, S.V.1    Nesmeyanova, M.A.2
  • 105
    • 0026707466 scopus 로고
    • DnaK, DnaJ, and GrpE are required for flagellum synthesis in Escherichia coli
    • 207695, 1400176
    • Shi W, Zhou Y, Wild J, Adler J, Gross CA. DnaK, DnaJ, and GrpE are required for flagellum synthesis in Escherichia coli. J Bacteriol 1992, 174:6256-6263. 207695, 1400176.
    • (1992) J Bacteriol , vol.174 , pp. 6256-6263
    • Shi, W.1    Zhou, Y.2    Wild, J.3    Adler, J.4    Gross, C.A.5
  • 106
    • 0033988481 scopus 로고    scopus 로고
    • Inorganic polyphosphate is required for motility of bacterial pathogens
    • 10.1128/JB.182.1.225-227.2000, 94263, 10613886
    • Rashid MH, Rao NN, Kornberg A. Inorganic polyphosphate is required for motility of bacterial pathogens. J Bacteriol 2000, 182:225-227. 10.1128/JB.182.1.225-227.2000, 94263, 10613886.
    • (2000) J Bacteriol , vol.182 , pp. 225-227
    • Rashid, M.H.1    Rao, N.N.2    Kornberg, A.3
  • 107
    • 70349739736 scopus 로고    scopus 로고
    • The integrated genome browser: free software for distribution and exploration of genome-scale datasets
    • 10.1093/bioinformatics/btp472, 2759552, 19654113
    • Nicol JW, Helt GA, Blanchard SG, Raja A, Loraine AE. The integrated genome browser: free software for distribution and exploration of genome-scale datasets. Bioinformatics 2009, 25:2730-2731. 10.1093/bioinformatics/btp472, 2759552, 19654113.
    • (2009) Bioinformatics , vol.25 , pp. 2730-2731
    • Nicol, J.W.1    Helt, G.A.2    Blanchard, S.G.3    Raja, A.4    Loraine, A.E.5
  • 108
    • 77949481052 scopus 로고    scopus 로고
    • Evaluation of statistical methods for normalization and differential expression in mRNA-Seq experiments
    • 10.1186/1471-2105-11-94, 2838869, 20167110
    • Bullard JH, Purdom E, Hansen KD, Dudoit S. Evaluation of statistical methods for normalization and differential expression in mRNA-Seq experiments. BMC Bioinformatics 2010, 11:94. 10.1186/1471-2105-11-94, 2838869, 20167110.
    • (2010) BMC Bioinformatics , vol.11 , pp. 94
    • Bullard, J.H.1    Purdom, E.2    Hansen, K.D.3    Dudoit, S.4
  • 109
    • 50649089207 scopus 로고    scopus 로고
    • RNA-seq: an assessment of technical reproducibility and comparison with gene expression arrays
    • 10.1101/gr.079558.108, 2527709, 18550803
    • Marioni JC, Mason CE, Mane SM, Stephens M, Gilad Y. RNA-seq: an assessment of technical reproducibility and comparison with gene expression arrays. Genome Res 2008, 18:1509-1517. 10.1101/gr.079558.108, 2527709, 18550803.
    • (2008) Genome Res , vol.18 , pp. 1509-1517
    • Marioni, J.C.1    Mason, C.E.2    Mane, S.M.3    Stephens, M.4    Gilad, Y.5
  • 110
    • 84859234903 scopus 로고    scopus 로고
    • A new approach to bias correction in RNA-Seq
    • 10.1093/bioinformatics/bts055, 3315719, 22285831
    • Jones DC, Ruzzo WL, Peng X, Katze MG. A new approach to bias correction in RNA-Seq. Bioinformatics 2012, 28:921-928. 10.1093/bioinformatics/bts055, 3315719, 22285831.
    • (2012) Bioinformatics , vol.28 , pp. 921-928
    • Jones, D.C.1    Ruzzo, W.L.2    Peng, X.3    Katze, M.G.4
  • 111
    • 85052549687 scopus 로고    scopus 로고
    • A two-parameter generalized Poisson model to improve the analysis of RNA-seq data
    • 10.1093/nar/gkq670, 2943596, 20671027
    • Srivastava S, Chen L. A two-parameter generalized Poisson model to improve the analysis of RNA-seq data. Nucleic Acids Res 2010, 38:e170. 10.1093/nar/gkq670, 2943596, 20671027.
    • (2010) Nucleic Acids Res , vol.38
    • Srivastava, S.1    Chen, L.2
  • 112
    • 0031586003 scopus 로고    scopus 로고
    • Prediction of complete gene structures in human genomic DNA
    • 10.1006/jmbi.1997.0951, 9149143
    • Burge C, Karlin S. Prediction of complete gene structures in human genomic DNA. J Mol Biol 1997, 268:78-94. 10.1006/jmbi.1997.0951, 9149143.
    • (1997) J Mol Biol , vol.268 , pp. 78-94
    • Burge, C.1    Karlin, S.2
  • 113
    • 0642307369 scopus 로고    scopus 로고
    • EasyGene-a prokaryotic gene finder that ranks ORFs by statistical significance
    • 10.1186/1471-2105-4-21, 521197, 12783628
    • Larsen TS, Krogh A. EasyGene-a prokaryotic gene finder that ranks ORFs by statistical significance. BMC Bioinformatics 2003, 4:21. 10.1186/1471-2105-4-21, 521197, 12783628.
    • (2003) BMC Bioinformatics , vol.4 , pp. 21
    • Larsen, T.S.1    Krogh, A.2
  • 114
    • 0034022596 scopus 로고    scopus 로고
    • Genie-gene finding in Drosophila melanogaster
    • 10.1101/gr.10.4.529, 310881, 10779493
    • Reese MG, Kulp D, Tammana H, Haussler D. Genie-gene finding in Drosophila melanogaster. Genome Res 2000, 10:529-538. 10.1101/gr.10.4.529, 310881, 10779493.
    • (2000) Genome Res , vol.10 , pp. 529-538
    • Reese, M.G.1    Kulp, D.2    Tammana, H.3    Haussler, D.4
  • 116
    • 25144464549 scopus 로고    scopus 로고
    • Comparative genomics analysis of NtcA regulons in cyanobacteria: regulation of nitrogen assimilation and its coupling to photosynthesis
    • 10.1093/nar/gki817, 1214546, 16157864
    • Su Z, Olman V, Mao F, Xu Y. Comparative genomics analysis of NtcA regulons in cyanobacteria: regulation of nitrogen assimilation and its coupling to photosynthesis. Nucleic Acid Res 2005, 33:5156-5171. 10.1093/nar/gki817, 1214546, 16157864.
    • (2005) Nucleic Acid Res , vol.33 , pp. 5156-5171
    • Su, Z.1    Olman, V.2    Mao, F.3    Xu, Y.4
  • 117
    • 77958150922 scopus 로고    scopus 로고
    • Computational analysis of LexA regulons in Cyanobacteria
    • 10.1186/1471-2164-11-527, 3091678, 20920248
    • Li S, Xu M, Su Z. Computational analysis of LexA regulons in Cyanobacteria. BMC Genomics 2010, 11:527. 10.1186/1471-2164-11-527, 3091678, 20920248.
    • (2010) BMC Genomics , vol.11 , pp. 527
    • Li, S.1    Xu, M.2    Su, Z.3


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