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Volumn 13, Issue 1, 2012, Pages

Codon Deviation Coefficient: A novel measure for estimating codon usage bias and its statistical significance

Author keywords

Background nucleotide composition; Bootstrapping; Cdc; Codon deviation coefficient; Codon usage bias; Cub; GC content; Purine content; Statistical significance

Indexed keywords

GENE EXPRESSION; NUCLEOTIDES;

EID: 84862827380     PISSN: None     EISSN: 14712105     Source Type: Journal    
DOI: 10.1186/1471-2105-13-43     Document Type: Article
Times cited : (49)

References (64)
  • 1
    • 0025941139 scopus 로고
    • The selection-mutation-drift theory of synonymous codon usage
    • 1204756, 1752426
    • Bulmer M. The selection-mutation-drift theory of synonymous codon usage. Genetics 1991, 129(3):897-907. 1204756, 1752426.
    • (1991) Genetics , vol.129 , Issue.3 , pp. 897-907
    • Bulmer, M.1
  • 2
    • 0031593202 scopus 로고    scopus 로고
    • Codon bias evolution in Drosophila. Population genetics of mutation-selection drift
    • 10.1016/S0378-1119(97)00400-9, 9461401
    • Akashi H. Codon bias evolution in Drosophila. Population genetics of mutation-selection drift. Gene 1997, 205(1-2):269-278. 10.1016/S0378-1119(97)00400-9, 9461401.
    • (1997) Gene , vol.205 , Issue.1-2 , pp. 269-278
    • Akashi, H.1
  • 3
    • 1542618322 scopus 로고    scopus 로고
    • Codon usage between genomes is constrained by genome-wide mutational processes
    • 10.1073/pnas.0307827100, 373487, 14990797
    • Chen SL, Lee W, Hottes AK, Shapiro L, McAdams HH. Codon usage between genomes is constrained by genome-wide mutational processes. Proc Natl Acad Sci USA 2004, 101(10):3480-3485. 10.1073/pnas.0307827100, 373487, 14990797.
    • (2004) Proc Natl Acad Sci USA , vol.101 , Issue.10 , pp. 3480-3485
    • Chen, S.L.1    Lee, W.2    Hottes, A.K.3    Shapiro, L.4    McAdams, H.H.5
  • 4
    • 58549090911 scopus 로고    scopus 로고
    • Selection on codon bias
    • 10.1146/annurev.genet.42.110807.091442, 18983258
    • Hershberg R, Petrov DA. Selection on codon bias. Annu Rev Genet 2008, 42:287-299. 10.1146/annurev.genet.42.110807.091442, 18983258.
    • (2008) Annu Rev Genet , vol.42 , pp. 287-299
    • Hershberg, R.1    Petrov, D.A.2
  • 5
    • 78650304100 scopus 로고    scopus 로고
    • Synonymous but not the same: the causes and consequences of codon bias
    • 10.1038/nrg2899, 3074964, 21102527
    • Plotkin JB, Kudla G. Synonymous but not the same: the causes and consequences of codon bias. Nat Rev Genet 2011, 12(1):32-42. 10.1038/nrg2899, 3074964, 21102527.
    • (2011) Nat Rev Genet , vol.12 , Issue.1 , pp. 32-42
    • Plotkin, J.B.1    Kudla, G.2
  • 6
    • 0020491327 scopus 로고
    • Codon usage in bacteria: correlation with gene expressivity
    • 10.1093/nar/10.22.7055, 326988, 6760125
    • Gouy M, Gautier C. Codon usage in bacteria: correlation with gene expressivity. Nucleic Acids Res 1982, 10(22):7055-7074. 10.1093/nar/10.22.7055, 326988, 6760125.
    • (1982) Nucleic Acids Res , vol.10 , Issue.22 , pp. 7055-7074
    • Gouy, M.1    Gautier, C.2
  • 7
    • 0344237338 scopus 로고    scopus 로고
    • Unexpected correlations between gene expression and codon usage bias from microarray data for the whole Escherichia coli K-12 genome
    • 10.1093/nar/gkg897, 290265, 14627830
    • dos Reis M, Wernisch L, Savva R. Unexpected correlations between gene expression and codon usage bias from microarray data for the whole Escherichia coli K-12 genome. Nucleic Acids Res 2003, 31(23):6976-6985. 10.1093/nar/gkg897, 290265, 14627830.
    • (2003) Nucleic Acids Res , vol.31 , Issue.23 , pp. 6976-6985
    • dos Reis, M.1    Wernisch, L.2    Savva, R.3
  • 8
    • 11144241326 scopus 로고    scopus 로고
    • Correlation of codon bias measures with mRNA levels: analysis of transcriptome data from Escherichia coli
    • 10.1016/j.bbrc.2004.11.134, 15629421
    • Goetz RM, Fuglsang A. Correlation of codon bias measures with mRNA levels: analysis of transcriptome data from Escherichia coli. Biochem Biophys Res Commun 2005, 327(1):4-7. 10.1016/j.bbrc.2004.11.134, 15629421.
    • (2005) Biochem Biophys Res Commun , vol.327 , Issue.1 , pp. 4-7
    • Goetz, R.M.1    Fuglsang, A.2
  • 9
    • 0034666040 scopus 로고    scopus 로고
    • Relationship of codon bias to mRNA concentration and protein length in Saccharomyces cerevisiae
    • 10.1002/1097-0061(20000915)16:12<1131::AID-YEA609>3.0.CO;2-F, 10953085
    • Coghlan A, Wolfe KH. Relationship of codon bias to mRNA concentration and protein length in Saccharomyces cerevisiae. Yeast 2000, 16(12):1131-1145. 10.1002/1097-0061(20000915)16:12<1131::AID-YEA609>3.0.CO;2-F, 10953085.
    • (2000) Yeast , vol.16 , Issue.12 , pp. 1131-1145
    • Coghlan, A.1    Wolfe, K.H.2
  • 11
    • 0024116811 scopus 로고
    • "Silent" sites in Drosophila genes are not neutral: evidence of selection among synonymous codons
    • Shields DC, Sharp PM, Higgins DG, Wright F. "Silent" sites in Drosophila genes are not neutral: evidence of selection among synonymous codons. Mol Biol Evol 1988, 5(6):704-716.
    • (1988) Mol Biol Evol , vol.5 , Issue.6 , pp. 704-716
    • Shields, D.C.1    Sharp, P.M.2    Higgins, D.G.3    Wright, F.4
  • 12
    • 0023650543 scopus 로고
    • The codon Adaptation Index-a measure of directional synonymous codon usage bias, and its potential applications
    • 10.1093/nar/15.3.1281, 340524, 3547335
    • 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):1281-1295. 10.1093/nar/15.3.1281, 340524, 3547335.
    • (1987) Nucleic Acids Res , vol.15 , Issue.3 , pp. 1281-1295
    • Sharp, P.M.1    Li, W.H.2
  • 13
    • 0025318864 scopus 로고
    • The 'effective number of codons' used in a gene
    • 10.1016/0378-1119(90)90491-9, 2110097
    • Wright F. The 'effective number of codons' used in a gene. Gene 1990, 87(1):23-29. 10.1016/0378-1119(90)90491-9, 2110097.
    • (1990) Gene , vol.87 , Issue.1 , pp. 23-29
    • Wright, F.1
  • 14
    • 0027328291 scopus 로고
    • Chloroplast DNA Codon Use - Evidence for Selection at the Psb-a Locus Based on Transfer-Rna Availability
    • Morton BR. Chloroplast DNA Codon Use - Evidence for Selection at the Psb-a Locus Based on Transfer-Rna Availability. Journal of Molecular Evolution 1993, 37(3):273-280.
    • (1993) Journal of Molecular Evolution , vol.37 , Issue.3 , pp. 273-280
    • Morton, B.R.1
  • 15
    • 0019824131 scopus 로고
    • 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
    • 10.1016/0022-2836(81)90003-6, 6175758
    • 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):389-409. 10.1016/0022-2836(81)90003-6, 6175758.
    • (1981) J Mol Biol , vol.151 , Issue.3 , pp. 389-409
    • Ikemura, T.1
  • 16
    • 39549119513 scopus 로고    scopus 로고
    • An improved implementation of codon adaptation index
    • 2684136, 19461982
    • Xia X. An improved implementation of codon adaptation index. Evol Bioinform Online 2007, 3:53-58. 2684136, 19461982.
    • (2007) Evol Bioinform Online , vol.3 , pp. 53-58
    • Xia, X.1
  • 17
    • 59149091773 scopus 로고    scopus 로고
    • Comparison of correspondence analysis methods for synonymous codon usage in bacteria
    • 10.1093/dnares/dsn028, 2608848, 18940873
    • Suzuki H, Brown CJ, Forney LJ, Top EM. Comparison of correspondence analysis methods for synonymous codon usage in bacteria. DNA Res 2008, 15(6):357-365. 10.1093/dnares/dsn028, 2608848, 18940873.
    • (2008) DNA Res , vol.15 , Issue.6 , pp. 357-365
    • Suzuki, H.1    Brown, C.J.2    Forney, L.J.3    Top, E.M.4
  • 18
    • 25444441055 scopus 로고    scopus 로고
    • Comparison of codon usage measures and their applicability in prediction of microbial gene expressivity
    • 10.1186/1471-2105-6-182, 1199580, 16029499
    • Supek F, Vlahovicek K. Comparison of codon usage measures and their applicability in prediction of microbial gene expressivity. BMC Bioinformatics 2005, 6:182. 10.1186/1471-2105-6-182, 1199580, 16029499.
    • (2005) BMC Bioinformatics , vol.6 , pp. 182
    • Supek, F.1    Vlahovicek, K.2
  • 19
    • 0036667702 scopus 로고    scopus 로고
    • Accounting for background nucleotide composition when measuring codon usage bias
    • 10.1093/oxfordjournals.molbev.a004201, 12140252
    • Novembre JA. Accounting for background nucleotide composition when measuring codon usage bias. Mol Biol Evol 2002, 19(8):1390-1394. 10.1093/oxfordjournals.molbev.a004201, 12140252.
    • (2002) Mol Biol Evol , vol.19 , Issue.8 , pp. 1390-1394
    • Novembre, J.A.1
  • 20
    • 0036073165 scopus 로고    scopus 로고
    • Shannon information theoretic computation of synonymous codon usage biases in coding regions of human and mouse genomes
    • 10.1101/gr.213402, 1383734, 12045147
    • Zeeberg B. Shannon information theoretic computation of synonymous codon usage biases in coding regions of human and mouse genomes. Genome Res 2002, 12(6):944-955. 10.1101/gr.213402, 1383734, 12045147.
    • (2002) Genome Res , vol.12 , Issue.6 , pp. 944-955
    • Zeeberg, B.1
  • 21
    • 0035671698 scopus 로고    scopus 로고
    • Codon usage bias covaries with expression breadth and the rate of synonymous evolution in humans, but this is not evidence for selection
    • 1461876, 11729162
    • Urrutia AO, Hurst LD. Codon usage bias covaries with expression breadth and the rate of synonymous evolution in humans, but this is not evidence for selection. Genetics 2001, 159(3):1191-1199. 1461876, 11729162.
    • (2001) Genetics , vol.159 , Issue.3 , pp. 1191-1199
    • Urrutia, A.O.1    Hurst, L.D.2
  • 22
    • 0023046874 scopus 로고
    • Codon usage in yeast: cluster analysis clearly differentiates highly and lowly expressed genes
    • 10.1093/nar/14.13.5125, 311530, 3526280
    • Sharp PM, Tuohy TM, Mosurski KR. Codon usage in yeast: cluster analysis clearly differentiates highly and lowly expressed genes. Nucleic Acids Res 1986, 14(13):5125-5143. 10.1093/nar/14.13.5125, 311530, 3526280.
    • (1986) Nucleic Acids Res , vol.14 , Issue.13 , pp. 5125-5143
    • Sharp, P.M.1    Tuohy, T.M.2    Mosurski, K.R.3
  • 23
    • 34547604007 scopus 로고    scopus 로고
    • CodonO: codon usage bias analysis within and across genomes
    • Web Server
    • Angellotti MC, Bhuiyan SB, Chen G, Wan XF. CodonO: codon usage bias analysis within and across genomes. Nucleic Acids Res 2007, (35 Web Server):W132-136.
    • (2007) Nucleic Acids Res , Issue.35
    • Angellotti, M.C.1    Bhuiyan, S.B.2    Chen, G.3    Wan, X.F.4
  • 24
    • 33750011953 scopus 로고    scopus 로고
    • The evolution of biased codon and amino acid usage in nematode genomes
    • 10.1093/molbev/msl097, 16936139
    • Cutter AD, Wasmuth JD, Blaxter ML. The evolution of biased codon and amino acid usage in nematode genomes. Mol Biol Evol 2006, 23(12):2303-2315. 10.1093/molbev/msl097, 16936139.
    • (2006) Mol Biol Evol , vol.23 , Issue.12 , pp. 2303-2315
    • Cutter, A.D.1    Wasmuth, J.D.2    Blaxter, M.L.3
  • 25
    • 44649164281 scopus 로고    scopus 로고
    • Patterns of molecular evolution in Caenorhabditis preclude ancient origins of selfing
    • 10.1534/genetics.107.085787, 2323799, 18430935
    • Cutter AD, Wasmuth JD, Washington NL. Patterns of molecular evolution in Caenorhabditis preclude ancient origins of selfing. Genetics 2008, 178(4):2093-2104. 10.1534/genetics.107.085787, 2323799, 18430935.
    • (2008) Genetics , vol.178 , Issue.4 , pp. 2093-2104
    • Cutter, A.D.1    Wasmuth, J.D.2    Washington, N.L.3
  • 26
    • 0038369837 scopus 로고    scopus 로고
    • Codon usage patterns in cytochrome oxidase I across multiple insect orders
    • 10.1007/s00239-002-2437-7, 12911032
    • Herbeck JT, Novembre J. Codon usage patterns in cytochrome oxidase I across multiple insect orders. J Mol Evol 2003, 56(6):691-701. 10.1007/s00239-002-2437-7, 12911032.
    • (2003) J Mol Evol , vol.56 , Issue.6 , pp. 691-701
    • Herbeck, J.T.1    Novembre, J.2
  • 27
    • 56649091351 scopus 로고    scopus 로고
    • Molecular evolution of synonymous codon usage in Populus
    • 10.1186/1471-2148-8-307, 2586637, 18983655
    • Ingvarsson PK. Molecular evolution of synonymous codon usage in Populus. BMC Evol Biol 2008, 8:307. 10.1186/1471-2148-8-307, 2586637, 18983655.
    • (2008) BMC Evol Biol , vol.8 , pp. 307
    • Ingvarsson, P.K.1
  • 28
    • 0030861159 scopus 로고    scopus 로고
    • Evolution of codon usage bias in Drosophila
    • 10.1073/pnas.94.15.7784, 33704, 9223264
    • Powell JR, Moriyama EN. Evolution of codon usage bias in Drosophila. Proc Natl Acad Sci USA 1997, 94(15):7784-7790. 10.1073/pnas.94.15.7784, 33704, 9223264.
    • (1997) Proc Natl Acad Sci USA , vol.94 , Issue.15 , pp. 7784-7790
    • Powell, J.R.1    Moriyama, E.N.2
  • 29
    • 78650464799 scopus 로고    scopus 로고
    • Patterns of codon usage bias in Silene latifolia
    • 10.1093/molbev/msq251, 20855431
    • Qiu S, Bergero R, Zeng K, Charlesworth D. Patterns of codon usage bias in Silene latifolia. Mol Biol Evol 2011, 28(1):771-780. 10.1093/molbev/msq251, 20855431.
    • (2011) Mol Biol Evol , vol.28 , Issue.1 , pp. 771-780
    • Qiu, S.1    Bergero, R.2    Zeng, K.3    Charlesworth, D.4
  • 30
    • 38649096895 scopus 로고    scopus 로고
    • Codon usage in twelve species of Drosophila
    • 10.1186/1471-2148-7-226, 2213667, 18005411
    • Vicario S, Moriyama EN, Powell JR. Codon usage in twelve species of Drosophila. BMC Evol Biol 2007, 7:226. 10.1186/1471-2148-7-226, 2213667, 18005411.
    • (2007) BMC Evol Biol , vol.7 , pp. 226
    • Vicario, S.1    Moriyama, E.N.2    Powell, J.R.3
  • 31
    • 0028797897 scopus 로고
    • Inferring weak selection from patterns of polymorphism and divergence at "silent" sites in Drosophila DNA
    • 1206357, 7713409
    • Akashi H. Inferring weak selection from patterns of polymorphism and divergence at "silent" sites in Drosophila DNA. Genetics 1995, 139(2):1067-1076. 1206357, 7713409.
    • (1995) Genetics , vol.139 , Issue.2 , pp. 1067-1076
    • Akashi, H.1
  • 32
    • 14544277543 scopus 로고    scopus 로고
    • Variation in the strength of selected codon usage bias among bacteria
    • 10.1093/nar/gki242, 549432, 15728743
    • Sharp PM, Bailes E, Grocock RJ, Peden JF, Sockett RE. Variation in the strength of selected codon usage bias among bacteria. Nucleic Acids Res 2005, 33(4):1141-1153. 10.1093/nar/gki242, 549432, 15728743.
    • (2005) Nucleic Acids Res , vol.33 , Issue.4 , pp. 1141-1153
    • Sharp, P.M.1    Bailes, E.2    Grocock, R.J.3    Peden, J.F.4    Sockett, R.E.5
  • 33
    • 58449121403 scopus 로고    scopus 로고
    • Estimating translational selection in eukaryotic genomes
    • 10.1093/molbev/msn272, 2639113, 19033257
    • dos Reis M, Wernisch L. Estimating translational selection in eukaryotic genomes. Mol Biol Evol 2009, 26(2):451-461. 10.1093/molbev/msn272, 2639113, 19033257.
    • (2009) Mol Biol Evol , vol.26 , Issue.2 , pp. 451-461
    • dos Reis, M.1    Wernisch, L.2
  • 34
    • 70649090279 scopus 로고    scopus 로고
    • Estimating selection intensity on synonymous codon usage in a nonequilibrium population
    • 10.1534/genetics.109.101782, 2766324, 19620398
    • Zeng K, Charlesworth B. Estimating selection intensity on synonymous codon usage in a nonequilibrium population. Genetics 2009, 183(2):651-662. 10.1534/genetics.109.101782, 2766324, 19620398.
    • (2009) Genetics , vol.183 , Issue.2 , pp. 651-662
    • Zeng, K.1    Charlesworth, B.2
  • 35
    • 79955426758 scopus 로고    scopus 로고
    • Determinants of synonymous and nonsynonymous variability in three species of Drosophila
    • 10.1093/molbev/msq354, 21191087
    • Haddrill PR, Zeng K, Charlesworth B. Determinants of synonymous and nonsynonymous variability in three species of Drosophila. Mol Biol Evol 2011, 28(5):1731-1743. 10.1093/molbev/msq354, 21191087.
    • (2011) Mol Biol Evol , vol.28 , Issue.5 , pp. 1731-1743
    • Haddrill, P.R.1    Zeng, K.2    Charlesworth, B.3
  • 36
    • 0035150079 scopus 로고    scopus 로고
    • Synonymous codon usage in bacteria
    • Ermolaeva MD. Synonymous codon usage in bacteria. Curr Issues Mol Biol 2001, 3(4):91-97.
    • (2001) Curr Issues Mol Biol , vol.3 , Issue.4 , pp. 91-97
    • Ermolaeva, M.D.1
  • 37
    • 0031694427 scopus 로고    scopus 로고
    • An evaluation of measures of synonymous codon usage bias
    • 10.1007/PL00006384, 9732453
    • Comeron JM, Aguade M. An evaluation of measures of synonymous codon usage bias. J Mol Evol 1998, 47(3):268-274. 10.1007/PL00006384, 9732453.
    • (1998) J Mol Evol , vol.47 , Issue.3 , pp. 268-274
    • Comeron, J.M.1    Aguade, M.2
  • 38
    • 33846799228 scopus 로고    scopus 로고
    • Variation in evolutionary processes at different codon positions
    • Bofkin L, Goldman N. Variation in evolutionary processes at different codon positions. Mol Biol Evol 2007, 24(2):513-521.
    • (2007) Mol Biol Evol , vol.24 , Issue.2 , pp. 513-521
    • Bofkin, L.1    Goldman, N.2
  • 39
    • 0032173634 scopus 로고    scopus 로고
    • Global dinucleotide signatures and analysis of genomic heterogeneity
    • 10.1016/S1369-5274(98)80095-7, 10066522
    • Karlin S. Global dinucleotide signatures and analysis of genomic heterogeneity. Curr Opin Microbiol 1998, 1(5):598-610. 10.1016/S1369-5274(98)80095-7, 10066522.
    • (1998) Curr Opin Microbiol , vol.1 , Issue.5 , pp. 598-610
    • Karlin, S.1
  • 40
    • 78650450647 scopus 로고    scopus 로고
    • Characterizing the native codon usages of a genome: an axis projection approach
    • 10.1093/molbev/msq185, 3002238, 20679093
    • Davis JJ, Olsen GJ. Characterizing the native codon usages of a genome: an axis projection approach. Mol Biol Evol 2011, 28(1):211-221. 10.1093/molbev/msq185, 3002238, 20679093.
    • (2011) Mol Biol Evol , vol.28 , Issue.1 , pp. 211-221
    • Davis, J.J.1    Olsen, G.J.2
  • 41
    • 0032584101 scopus 로고    scopus 로고
    • Strand compositional asymmetry in bacterial and large viral genomes
    • 10.1073/pnas.95.7.3720, 19903, 9520433
    • Mrazek J, Karlin S. Strand compositional asymmetry in bacterial and large viral genomes. Proc Natl Acad Sci USA 1998, 95(7):3720-3725. 10.1073/pnas.95.7.3720, 19903, 9520433.
    • (1998) Proc Natl Acad Sci USA , vol.95 , Issue.7 , pp. 3720-3725
    • Mrazek, J.1    Karlin, S.2
  • 42
    • 0035802388 scopus 로고    scopus 로고
    • Isochore chromosome maps of eukaryotic genomes
    • 10.1016/S0378-1119(01)00641-2, 11591471
    • Oliver JL, Bernaola-Galvan P, Carpena P, Roman-Roldan R. Isochore chromosome maps of eukaryotic genomes. Gene 2001, 276(1-2):47-56. 10.1016/S0378-1119(01)00641-2, 11591471.
    • (2001) Gene , vol.276 , Issue.1-2 , pp. 47-56
    • Oliver, J.L.1    Bernaola-Galvan, P.2    Carpena, P.3    Roman-Roldan, R.4
  • 43
    • 78049458727 scopus 로고    scopus 로고
    • Modeling compositional dynamics based on GC and purine contents of protein-coding sequences
    • 10.1186/1745-6150-5-63, 2989939, 21059261
    • Zhang Z, Yu J. Modeling compositional dynamics based on GC and purine contents of protein-coding sequences. Biol Direct 2010, 5(1):63. 10.1186/1745-6150-5-63, 2989939, 21059261.
    • (2010) Biol Direct , vol.5 , Issue.1 , pp. 63
    • Zhang, Z.1    Yu, J.2
  • 45
    • 79957916493 scopus 로고    scopus 로고
    • On the organizational dynamics of the genetic code
    • 10.1016/S1672-0229(11)60004-1, 21641559
    • Zhang Z, Yu J. On the organizational dynamics of the genetic code. Genomics Proteomics Bioinformatics 2011, 9(1-2):21-29. 10.1016/S1672-0229(11)60004-1, 21641559.
    • (2011) Genomics Proteomics Bioinformatics , vol.9 , Issue.1-2 , pp. 21-29
    • Zhang, Z.1    Yu, J.2
  • 46
    • 0005540823 scopus 로고    scopus 로고
    • Modern information retrieval
    • New York: ACM Press
    • Baeza-Yates R, Ribeiro-Neto B. Modern information retrieval. 1999, New York: ACM Press.
    • (1999)
    • Baeza-Yates, R.1    Ribeiro-Neto, B.2
  • 47
    • 0003991665 scopus 로고
    • An introduction to the bootstrap
    • New York: Chapman & Hall
    • Efron B, Tibshirani R. An introduction to the bootstrap. 1993, New York: Chapman & Hall.
    • (1993)
    • Efron, B.1    Tibshirani, R.2
  • 48
    • 34249341112 scopus 로고    scopus 로고
    • Compositional dynamics of guanine and cytosine content in prokaryotic genomes
    • 10.1016/j.resmic.2007.02.007, 17449227
    • Hu J, Zhao X, Zhang Z, Yu J. Compositional dynamics of guanine and cytosine content in prokaryotic genomes. Res Microbiol 2007, 158(4):363-370. 10.1016/j.resmic.2007.02.007, 17449227.
    • (2007) Res Microbiol , vol.158 , Issue.4 , pp. 363-370
    • Hu, J.1    Zhao, X.2    Zhang, Z.3    Yu, J.4
  • 49
    • 0033551151 scopus 로고    scopus 로고
    • Expression pattern and, surprisingly, gene length shape codon usage in Caenorhabditis, Drosophila, and Arabidopsis
    • 10.1073/pnas.96.8.4482, 16358, 10200288
    • Duret L, Mouchiroud D. Expression pattern and, surprisingly, gene length shape codon usage in Caenorhabditis, Drosophila, and Arabidopsis. Proc Natl Acad Sci USA 1999, 96(8):4482-4487. 10.1073/pnas.96.8.4482, 16358, 10200288.
    • (1999) Proc Natl Acad Sci USA , vol.96 , Issue.8 , pp. 4482-4487
    • Duret, L.1    Mouchiroud, D.2
  • 50
    • 0036098278 scopus 로고    scopus 로고
    • Genome evolution and developmental constraint in Caenorhabditis elegans
    • 10.1093/oxfordjournals.molbev.a004131, 11961106
    • Castillo-Davis CI, Hartl DL. Genome evolution and developmental constraint in Caenorhabditis elegans. Mol Biol Evol 2002, 19(5):728-735. 10.1093/oxfordjournals.molbev.a004131, 11961106.
    • (2002) Mol Biol Evol , vol.19 , Issue.5 , pp. 728-735
    • Castillo-Davis, C.I.1    Hartl, D.L.2
  • 51
    • 4143122090 scopus 로고    scopus 로고
    • Effects of gene expression on molecular evolution in Arabidopsis thaliana and Arabidopsis lyrata
    • 10.1093/molbev/msh191, 15201397
    • Wright SI, Yau CB, Looseley M, Meyers BC. Effects of gene expression on molecular evolution in Arabidopsis thaliana and Arabidopsis lyrata. Mol Biol Evol 2004, 21(9):1719-1726. 10.1093/molbev/msh191, 15201397.
    • (2004) Mol Biol Evol , vol.21 , Issue.9 , pp. 1719-1726
    • Wright, S.I.1    Yau, C.B.2    Looseley, M.3    Meyers, B.C.4
  • 52
    • 0037162469 scopus 로고    scopus 로고
    • Global analysis of mRNA decay and abundance in Escherichia coli at single-gene resolution using two-color fluorescent DNA microarrays
    • 10.1073/pnas.112318199, 124983, 12119387
    • Bernstein JA, Khodursky AB, Lin PH, Lin-Chao S, Cohen SN. Global analysis of mRNA decay and abundance in Escherichia coli at single-gene resolution using two-color fluorescent DNA microarrays. Proc Natl Acad Sci USA 2002, 99(15):9697-9702. 10.1073/pnas.112318199, 124983, 12119387.
    • (2002) Proc Natl Acad Sci USA , vol.99 , Issue.15 , pp. 9697-9702
    • Bernstein, J.A.1    Khodursky, A.B.2    Lin, P.H.3    Lin-Chao, S.4    Cohen, S.N.5
  • 54
    • 36049041622 scopus 로고    scopus 로고
    • Constraint and turnover in sex-biased gene expression in the genus Drosophila
    • 10.1038/nature06323, 2386141, 17994089
    • Zhang Y, Sturgill D, Parisi M, Kumar S, Oliver B. Constraint and turnover in sex-biased gene expression in the genus Drosophila. Nature 2007, 450(7167):233-237. 10.1038/nature06323, 2386141, 17994089.
    • (2007) Nature , vol.450 , Issue.7167 , pp. 233-237
    • Zhang, Y.1    Sturgill, D.2    Parisi, M.3    Kumar, S.4    Oliver, B.5
  • 55
    • 0037194732 scopus 로고    scopus 로고
    • Chromosomal clustering of muscle-expressed genes in Caenorhabditis elegans
    • Roy PJ, Stuart JM, Lund J, Kim SK. Chromosomal clustering of muscle-expressed genes in Caenorhabditis elegans. Nature 2002, 418(6901):975-979.
    • (2002) Nature , vol.418 , Issue.6901 , pp. 975-979
    • Roy, P.J.1    Stuart, J.M.2    Lund, J.3    Kim, S.K.4
  • 57
    • 0036078076 scopus 로고    scopus 로고
    • Compositional gradients in Gramineae genes
    • 10.1101/gr.189102, 1383739, 12045139
    • Wong GK, Wang J, Tao L, Tan J, Zhang J, Passey DA, Yu J. Compositional gradients in Gramineae genes. Genome Res 2002, 12(6):851-856. 10.1101/gr.189102, 1383739, 12045139.
    • (2002) Genome Res , vol.12 , Issue.6 , pp. 851-856
    • Wong, G.K.1    Wang, J.2    Tao, L.3    Tan, J.4    Zhang, J.5    Passey, D.A.6    Yu, J.7
  • 59
    • 78649947901 scopus 로고    scopus 로고
    • Nucleotide compositional asymmetry between the leading and lagging strands of eubacterial genomes
    • 10.1016/j.resmic.2010.09.015, 20868744
    • Qu H, Wu H, Zhang T, Zhang Z, Hu S, Yu J. Nucleotide compositional asymmetry between the leading and lagging strands of eubacterial genomes. Res Microbiol 2010, 161(10):838-846. 10.1016/j.resmic.2010.09.015, 20868744.
    • (2010) Res Microbiol , vol.161 , Issue.10 , pp. 838-846
    • Qu, H.1    Wu, H.2    Zhang, T.3    Zhang, Z.4    Hu, S.5    Yu, J.6
  • 61
    • 0031720281 scopus 로고    scopus 로고
    • Codon usages in different gene classes of the Escherichia coli genome
    • 10.1046/j.1365-2958.1998.01008.x, 9781873
    • Karlin S, Mrazek J, Campbell AM. Codon usages in different gene classes of the Escherichia coli genome. Mol Microbiol 1998, 29(6):1341-1355. 10.1046/j.1365-2958.1998.01008.x, 9781873.
    • (1998) Mol Microbiol , vol.29 , Issue.6 , pp. 1341-1355
    • Karlin, S.1    Mrazek, J.2    Campbell, A.M.3
  • 62
    • 0032707374 scopus 로고    scopus 로고
    • Characterization of Escherichia coli 50S ribosomal protein L31
    • 10.1111/j.1574-6968.1999.tb08816.x, 10556732
    • Eistetter AJ, Butler PD, Traut RR, Fanning TG. Characterization of Escherichia coli 50S ribosomal protein L31. FEMS Microbiol Lett 1999, 180(2):345-349. 10.1111/j.1574-6968.1999.tb08816.x, 10556732.
    • (1999) FEMS Microbiol Lett , vol.180 , Issue.2 , pp. 345-349
    • Eistetter, A.J.1    Butler, P.D.2    Traut, R.R.3    Fanning, T.G.4
  • 63
    • 0028905214 scopus 로고
    • Ribosomal components neighboring the 2475 loop in Escherichia coli 50S subunits
    • 10.1021/bi00001a014, 7529559
    • Muralikrishna P, Cooperman BS. Ribosomal components neighboring the 2475 loop in Escherichia coli 50S subunits. Biochemistry 1995, 34(1):115-121. 10.1021/bi00001a014, 7529559.
    • (1995) Biochemistry , vol.34 , Issue.1 , pp. 115-121
    • Muralikrishna, P.1    Cooperman, B.S.2
  • 64
    • 23944445530 scopus 로고    scopus 로고
    • Disruption of rpmJ encoding ribosomal protein L36 decreases the expression of secY upstream of the spc operon and inhibits protein translocation in Escherichia coli
    • 10.1271/bbb.69.1595, 16116291
    • Ikegami A, Nishiyama K, Matsuyama S, Tokuda H. Disruption of rpmJ encoding ribosomal protein L36 decreases the expression of secY upstream of the spc operon and inhibits protein translocation in Escherichia coli. Biosci Biotechnol Biochem 2005, 69(8):1595-1602. 10.1271/bbb.69.1595, 16116291.
    • (2005) Biosci Biotechnol Biochem , vol.69 , Issue.8 , pp. 1595-1602
    • Ikegami, A.1    Nishiyama, K.2    Matsuyama, S.3    Tokuda, H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.