Computational identification of rare codons of Escherichia coli based on codon pairs preference
详细信息    查看全文
  • 作者:Xianming Wu (1) (2)
    Songfeng Wu (2)
    Dong Li (2)
    Jiyang Zhang (2)
    Lin Hou (2)
    Jie Ma (2)
    Wanlin Liu (2)
    Daming Ren (1)
    Yunping Zhu (2)
    Fuchu He (2)
  • 刊名:BMC Bioinformatics
  • 出版年:2010
  • 出版时间:December 2010
  • 年:2010
  • 卷:11
  • 期:1
  • 全文大小:694KB
  • 参考文献:1. Kanaya S, Yamada Y, Kinouchi M, Kudo Y, Ikemura T: Codon usage and tRNA genes in eukaryotes: correlation of codon usage diversity with translation efficiency and with CG-dinucleotide usage as assessed by multivariate analysis. / Journal of molecular evolution 2001,53(4):290鈥?98. CrossRef
    2. Ikemura T: Correlation between the abundance of Escherichia coli transfer RNAs and the occurrence of the respective codons in its protein genes: a proposal for a synonymous codon choice that is optimal for the E. coli translational system. / J Mol Biol 1981,151(3):389鈥?09. CrossRef
    3. D'Onofrio G, Mouchiroud D, A茂ssani B, Gautier C, Bernardi G: Correlations between the compositional properties of human genes, codon usage, and amino acid composition of proteins. / Journal of Molecular Evolution 1991,32(6):504鈥?10. CrossRef
    4. Zama M: Codon usage and secondary structure of mRNA. / Nucleic Acids Symp Ser 1990, 22:93鈥?4.
    5. Stenstr枚m CM, Jin H, Major LL, Tate WP, Isaksson LA: Codon bias at the 3'-side of the initiation codon is correlated with translation initiation efficiency in Escherichia coli. / Gene 2001,263(1鈥?):273鈥?84. CrossRef
    6. Knight RD, Freeland SJ, Landweber LF: A simple model based on mutation and selection explains trends in codon and amino-acid usage and GC composition within and across genomes. / Genome Biol 2001,2(4):1鈥?3. CrossRef
    7. Eyre-Walker A: Synonymous codon bias is related to gene length in Escherichia coli: selection for translational accuracy? 1996,13(6):864鈥?72.
    8. Mar铆n A, Gonz谩lez F, Guti茅rrez G, Oliver JL: Gene length and codon usage bias in Drosophila melanogaster, Saccharomyces cervisiae and Escherichia coli. / Nucleic Acids Research 1998,26(19):4540. CrossRef
    9. Tao X, Dafu D: The relationship between synonymous codon usage and protein structure. / FEBS Letters 1998,434(1鈥?):93鈥?6. CrossRef
    10. Yu X, Li Z, Xia X, Fang H, Zhou C, Chen H: Expression and purification of ancrod, an anticoagulant drug, in Pichia pastoris. / Protein Expression and Purification 2007,55(2):257鈥?61. CrossRef
    11. Zhao WM, Wang H, Zhou YB, Luan Y, Qi M, Zheng Y, Cheng YZ, Tang W, Liu J, Yu H: Codon usage bias in Chlamydia trachomatis and the effect of codon modification in the MOMP gene on immune responses to vaccination. / Biochemistry and Cell Biology 2007,85(2):218鈥?26. CrossRef
    12. Lee MH, Yang SJ, Kim JW, Lee HS, Kim JW, Park KH: Characterization of a thermostable cyclodextrin glucanotransferase from Pyrococcus furiosus DSM3638. / Extremophiles 2007,11(3):537鈥?41. CrossRef
    13. Goldman B, Bhat S, Shimkets LJ: Genome Evolution and the Emergence of Fruiting Body Development in Myxococcus xanthus. / PLoS ONE 2007.,2(12):
    14. Ravishankar Ram M, Beena G, Ragunathan P, Malathi R: Analysis of structure, function, and evolutionary origin of the ob gene product--leptin. / J Biomol Struct Dyn 2007,25(2):183鈥?88.
    15. Ikemura T: Correlation between the abundance of yeast transfer RNAs and the occurrence of the respective codons in protein genes. / J MolBiol 1982,158(4):573鈥?79. CrossRef
    16. Ikemura T: Codon usage and tRNA content in unicellular and multicellular organisms. / Mol Biol Evol 1985,2(1):13鈥?4.
    17. Moriyama EN: Codon Usage Bias and tRNA Abundance in Drosophila. / Journal of Molecular Evolution 1997,45(5):514鈥?23. CrossRef
    18. Duret L: tRNA gene number and codon usage in the C. elegans genome are co-adapted for optimal translation of highly expressed genes. / Trends in Genetics 2000,16(7):287鈥?89. CrossRef
    19. Dos Reis M, Wernisch L, Savva R, Journals O: Unexpected correlations between gene expression and codon usage bias from microarray data for the whole Escherichia coli K-12 genome. / Nucleic Acids Research 2003,31(23):6976鈥?985. CrossRef
    20. Urrutia AO, Hurst LD: The signature of selection mediated by expression on human genes. / Genome Res 2003,13(10):2260鈥?264. CrossRef
    21. Lavner Y, Kotlar D: Codon bias as a factor in regulating expression via translation rate in the human genome. / Gene 2004,345(1):127鈥?8. CrossRef
    22. Basak S, Roy S, Ghosh TC: On the origin of synonymous codon usage divergence between thermophilic and mesophilic prokaryotes. / FEBS Letters 2007,581(30):5825鈥?0. CrossRef
    23. Singh ND, DuMont B, Vanessa L, Hubisz MJ, Nielsen R, Aquadro CF: Patterns of Mutation and Selection at Synonymous Sites in Drosophila. / Molecular Biology and Evolution 2007,24(12):2687. CrossRef
    24. Woo PCY, Wong BHL, Huang Y, Lau SKP, Yuen KY: Cytosine deamination and selection of CpG suppressed clones are the two major independent biological forces that shape codon usage bias in coronaviruses. / Virology 2007,369(2):431鈥?42. CrossRef
    25. McMurdie PJ, Behrens SF, Holmes S, Spormann AM: Unusual Codon Bias in Vinyl Chloride Reductase Genes of Dehalococcoides Species. / Applied and Environmental Microbiology 2007,73(8):2744鈥?747. CrossRef
    26. Wang HC, Hickey DA: Rapid divergence of codon usage patterns within the rice genome. / BMC Evol Biol 8;7(Suppl 1):S6.
    27. Sharp PM, Li WH: The codon adaptation index-a measure of directional synonymous codon usage bias, and its potential applications. / Nucleic Acids Res 1987,15(3):1281鈥?295. CrossRef
    28. Bennetzen JL, Hall BD: Codon selection in yeast. / Journal of Biological Chemistry 1982,257(6):3026鈥?031.
    29. Murray EE, Lotzer J, Eberle M: Codon usage in plant genes. / Nucleic Acids Research 1989,17(2):477. CrossRef
    30. Yarus M, Folley LS: Sense codons are found in specific contexts. / J Mol Biol 1985,182(4):529鈥?40. CrossRef
    31. Gutman GA, Hatfield GW: Nonrandom utilization of codon pairs in Escherichia coli. / Proc Natl Acad Sci US A 1989,86(10):3699鈥?703. CrossRef
    32. Folley LS, Yarus M: Codon contexts from weakly expressed genes reduce expression in vivo. / J Mol Biol 1989,209(3):359鈥?78. CrossRef
    33. Irwin B, Heck JD, Hatfield G: Codon Pair Utilization Biases Influence Translational Elongation Step Times. / Journal of Biological Chemistry 1995,270(39):22801. CrossRef
    34. Boycheva S, Chkodrov G, Ivanov I: Codon pairs in the genome of Escherichia coli. / Bioinformatics 2003,19(8):987鈥?98. CrossRef
    35. Moura G, Pinheiro M, Silva R, Miranda I, Afreixo V, Dias G, Freitas A, Oliveira JL, Santos MA: Comparative context analysis of codon pairs on an ORFeome scale. / Genome Biol 2005,6(3):R28. CrossRef
    36. Buchan JR, Aucott LS, Stansfield I: tRNA properties help shape codon pair preferences in open reading frames. / Nucleic Acids Research 2006,34(3):1015. CrossRef
    37. Newbury SF, Smith NH, Higgins CF: Differential mRNA stability controls relative gene expression within a polycistronic operon. / Cell 1987,51(6):1131鈥?143. CrossRef
    38. Newbury SF, Smith NH, Robinson EC, Hiles ID, Higgins CF: Stabilization of translationally active mRNA by prokaryotic REP sequences. / Cell 1987,48(2):297鈥?10. CrossRef
    39. Herrick D, Parker R, Jacobson A: Identification and comparison of stable and unstable mRNAs in Saccharomyces cerevisiae. / Molecular and Cellular Biology 1990,10(5):2269鈥?284.
    40. Cooperstock RL, Lipshitz HD: Control of mRNA stability and translation during Drosophila development. / Semin Cell Dev Biol 1997,8(6):541鈥?49. CrossRef
    41. Cairrao F, Arraiano C, Newbury S: Drosophila gene tazman, an orthologue of the yeast exosome component Rrp44p/Dis3, is differentially expressed during development. / Dev Dyn 2005,232(3):733鈥?37. CrossRef
    42. Meyer S, Temme C, Wahle E: Messenger RNA turnover in eukaryotes: pathways and enzymes. / Crit Rev Biochem Mol Biol 2004,39(4):197鈥?16. CrossRef
    43. Newbury SF: Control of mRNA stability in eukaryotes. / Biochem Soc Trans 2006, 34:30鈥?4. CrossRef
    44. Zhang R, Ou HY, Zhang CT: DEG: a database of essential genes. / Nucleic acids research 2004, (32 Database):D271.
    45. Itaya M: An estimation of minimal genome size required for life. / FEBS letters 1995,362(3):257鈥?60. CrossRef
    46. Kobayashi K, Ehrlich SD, Albertini A, Amati G, Andersen KK, Arnaud M, Asai K, Ashikaga S, Aymerich S, Bessieres P: Essential Bacillus subtilis genes. / Proceedings of the National Academy of Sciences 2003,100(8):4678鈥?683. CrossRef
    47. Garcia GM, Mar PK, Mullin DA, Walker JR, Prather NE: The E. coli dnaY gene encodes an arginine transfer RNA. / Cell 1986,45(3):453鈥?59. CrossRef
    48. Spanjaard RA, Chen K, Walker JR, van Duin J: Frameshift suppression at tandem AGA and AGG codons by cloned tRNA genes: assigning a codon to argU tRNA and T4 tRNA (Arg). / Nucleic Acids Research 1990,18(17):5031鈥?036. CrossRef
    49. Brinkmann U, Mattes RE, Buckel P: High-level expression of recombinant genes in Escherichia coli is dependent on the availability of the dnaY gene product. / Gene 1989,85(1):109鈥?14. CrossRef
    50. Spanjaard RA, van Duin J: Translation of the sequence AGG-AGG yields 50% ribosomal frameshift. / Proceedings of the National Academy of Sciences of the United States of America 1988,85(21):7967. CrossRef
    51. Wada K, Aota S, Tsuchiya R, Ishibashi F, Gojobori T, Ikemura T: Codon usage tabulated from the GenBank genetic sequence data. / Nucleic Acids Research 1990,18(Suppl):2367.
    52. Kane JF, Violand BN, Curran DF, Staten NR, Duffin KL, Bogosian G: Novel in-frame two codon translational hop during synthesis of bovine placental lactogen in a recombinant strain of Escherichia coli. / Nucleic Acids Research 1992,20(24):6707. CrossRef
    53. Sipley J, Goldman E: Increased ribosomal accuracy increases a programmed translational frameshift in Escherichia coli. / Proceedings of the National Academy of Sciences of the United States of America 1993,90(6):2315. CrossRef
    54. Vilbois F, Caspers P, da Prada M, Lang G, Karrer C, Lahm HW, Cesura AM: Mass spectrometric analysis of human soluble catechol O-methyltransferase expressed in Escherichia coli. Identification of a product of ribosomal frameshifting and of reactive cysteines involved in S-adenosyl-L-methionine binding. / Eur J Biochem 1994,222(2):377鈥?86. CrossRef
    55. Wang BQ, Lei L, Burton ZF: Importance of codon preference for production of human RAP74 and reconstitution of the RAP30/74 complex. / Protein Expr Purif 1994,5(5):476鈥?85. CrossRef
    56. Bagnoli F, Li貌 P: Selection, mutations and codon usage in a bacterial model. / Journal of Theoretical Biology 1995,173(3):271鈥?81. CrossRef
    57. Goldman E, Rosenberg AH, Zubay G, Studier FW: Consecutive low-usage leucine codons block translation only when near the 5'end of a message in Escherichia coli. / J Mol Biol 1995,245(5):467鈥?73. CrossRef
    58. Kane JF: Effects of rare codon clusters on high-level expression of heterologous proteins in Escherichia coli. / Curr Opin Biotechnol 1995,6(5):494鈥?00. CrossRef
    59. Plotkin JB, Robins H, Levine AJ: Tissue-specific codon usage and the expression of human genes. / Proceedings of the National Academy of Sciences 2004,101(34):12588鈥?2591. CrossRef
    60. Semon M, Lobry JR, Duret L: No Evidence for Tissue-Specific Adaptation of Synonymous Codon Usage in Humans. / Molecular Biology and Evolution 2006,23(3):523. CrossRef
    61. Eyre-Walker A, Bulmer M: Reduced synonymous substitution rate at the start of Enterobacterial genes. / Nucleic Acids Research 1993, 21:4599鈥?603. CrossRef
    62. Gutierrez GJ, Casadesus J, Oliver JL, Marin A: Compositional heterogeneity of the Escherichia coli genome - a role for VSP repair. / Journal of Molecular Evolution 1994, 39:340鈥?46. CrossRef
    63. Akashi H: Synonymous codon usage in Drosophila melanogaster natural selection and translational accuracy. / Genetics 1994, 136:927鈥?35.
    64. Perriere G, Gouy M, Gojobori T: NRSUB a nonredundant database for the Bacillus subtilis genome. / Nucleic Acids Research 1994, 22:5525鈥?529. CrossRef
    65. Bennetzen JL, Hall BD: Codon selection in yeast. / Journal of Biological Chemistry 1982, 257:3026鈥?031.
    66. Sorensen MA, Kurland CG, Pedersen S: Codon usage determines translation rate in Escherichia coli. / J Mol Biol 1989,207(2):365鈥?77. CrossRef
    67. Coghlan A, Wolfe KH: Relationship of codon bias to mRNA concentration and protein length in Saccharomyces cerevisiae. / Yeast 2000,16(12):1131鈥?145. CrossRef
  • 作者单位:Xianming Wu (1) (2)
    Songfeng Wu (2)
    Dong Li (2)
    Jiyang Zhang (2)
    Lin Hou (2)
    Jie Ma (2)
    Wanlin Liu (2)
    Daming Ren (1)
    Yunping Zhu (2)
    Fuchu He (2)

    1. School of Biological Science and Technology, Shenyang Agricultural University, Shenyang, 110161, PR, China
    2. State Key Laboratory of Proteomics, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, 102206, PR, China
  • ISSN:1471-2105
文摘
Background Codon bias is believed to play an important role in the control of gene expression. In Escherichia coli, some rare codons, which can limit the expression level of exogenous protein, have been defined by gene engineering operations. Previous studies have confirmed the existence of codon pair's preference in many genomes, but the underlying cause of this bias has not been well established. Here we focus on the patterns of rarely-used synonymous codons. A novel method was introduced to identify the rare codons merely by codon pair bias in Escherichia coli. Results In Escherichia coli, we defined the "rare codon pairs" by calculating the frequency of occurrence of all codon pairs in coding sequences. Rare codons which are disliked in genes could make great contributions to forming rare codon pairs. Meanwhile our investigation showed that many of these rare codon pairs contain termination codons and the recognized sites of restriction enzymes. Furthermore, a new index (Frare) was developed. Through comparison with the classical indices we found a significant negative correlation between Frare and the indices which depend on reference datasets. Conclusions Our approach suggests that we can identify rare codons by studying the context in which a codon lies. Also, the frequency of rare codons (Frare) could be a useful index of codon bias regardless of the lack of expression abundance information.

© 2004-2018 中国地质图书馆版权所有 京ICP备05064691号 京公网安备11010802017129号

地址:北京市海淀区学院路29号 邮编:100083

电话:办公室:(+86 10)66554848;文献借阅、咨询服务、科技查新:66554700