메뉴 건너뛰기




Volumn 31, Issue 7, 2014, Pages 1880-1893

Quantifying position-dependent codon usage bias

Author keywords

coding sequence evolution; codon adaptation; codon usage bias; gene expression

Indexed keywords

ALANINE; ASPARTIC ACID; GLUTAMINE; GLYCINE; MESSENGER RNA; PHENYLALANINE; PROLINE; THREONINE; TRANSFER RNA; VALINE; BACTERIAL DNA; CODON; ESCHERICHIA COLI PROTEIN;

EID: 84903729718     PISSN: 07374038     EISSN: 15371719     Source Type: Journal    
DOI: 10.1093/molbev/msu126     Document Type: Article
Times cited : (29)

References (62)
  • 1
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike H. 1974. A new look at the statistical model identification. IEEE Trans Automat Contr. 19:716-723.
    • (1974) IEEE Trans Automat Contr. , vol.19 , pp. 716-723
    • Akaike, H.1
  • 2
    • 73149095830 scopus 로고    scopus 로고
    • Viral adaptation to host: A proteome-based analysis of codon usage and amino acid preferences
    • Bahir I, Fromer M, Prat Y, Linial M. 2009. Viral adaptation to host: A proteome-based analysis of codon usage and amino acid preferences. Mol Syst Biol. 5:311.
    • (2009) Mol Syst Biol. , vol.5 , pp. 311
    • Bahir, I.1    Fromer, M.2    Prat, Y.3    Linial, M.4
  • 4
    • 0023813828 scopus 로고
    • Codon usage and intragenic position
    • Bulmer M. 1988. Codon usage and intragenic position. J Theor Biol. 133: 67-71.
    • (1988) J Theor Biol. , vol.133 , pp. 67-71
    • Bulmer, M.1
  • 5
    • 8744307994 scopus 로고    scopus 로고
    • Multimodel inference: Understanding AIC and BIC in model selection
    • DOI 10.1177/0049124104268644
    • Burnham KP. 2004. Multimodel inference: Understanding AIC and BIC in model selection. Sociol Methods Res. 33:261-304. (Pubitemid 39519124)
    • (2004) Sociological Methods and Research , vol.33 , Issue.2 , pp. 261-304
    • Burnham, K.P.1    Anderson, D.R.2
  • 7
    • 0242391986 scopus 로고    scopus 로고
    • Codon adaptation index as a measure of dominating codon bias
    • DOI 10.1093/bioinformatics/btg272
    • Carbone A, Zinovyev A, Kepes F. 2003. Codon adaptation index as a measure of dominating codon bias. Bioinformatics 19:2005-2015. (Pubitemid 37408151)
    • (2003) Bioinformatics , vol.19 , Issue.16 , pp. 2005-2015
    • Carbone, A.1    Zinovyev, A.2    Kepes, F.3
  • 8
    • 84875465945 scopus 로고    scopus 로고
    • Positively charged residues are the major determinants of ribosomal velocity
    • Charneski CA, Hurst LD. 2013. Positively charged residues are the major determinants of ribosomal velocity. PLoS Biol. 11:e1001508.
    • (2013) PLoS Biol. , vol.11
    • Charneski, C.A.1    Hurst, L.D.2
  • 9
    • 0025348395 scopus 로고
    • Suppression of the negative effect of minor arginine codons on gene expression; preferential usage of minor codons within the first 25 codons of the Escherichia coli genes
    • Chen GF, Inouye M. 1990. Suppression of the negative effect of minor arginine codons on gene expression; preferential usage of minor codons within the first 25 codons of the Escherichia coli genes. Nucleic Acids Res. 18:1465-1473.
    • (1990) Nucleic Acids Res. , vol.18 , pp. 1465-1473
    • Chen, G.F.1    Inouye, M.2
  • 11
    • 46449120581 scopus 로고    scopus 로고
    • Virus attenuation by genome-scale changes in codon pair bias
    • DOI 10.1126/science.1155761
    • Coleman JR, Papamichail D, Skiena S, Futcher B, Wimmer E, Mueller S. 2008. Virus attenuation by genome-scale changes in codon pair bias. Science 320:1784-1787. (Pubitemid 351931294)
    • (2008) Science , vol.320 , Issue.5884 , pp. 1784-1787
    • Coleman, J.R.1    Papamichail, D.2    Skiena, S.3    Futcher, B.4    Wimmer, E.5    Mueller, S.6
  • 12
    • 4644280499 scopus 로고    scopus 로고
    • Solving the riddle of codon usage preferences: A test for translational selection
    • dos Reis M, Savva R, Wernisch L. 2004. Solving the riddle of codon usage preferences: A test for translational selection. Nucleic Acids Res. 32: 5036-5044.
    • (2004) Nucleic Acids Res. , vol.32 , pp. 5036-5044
    • Dos Reis, M.1    Savva, R.2    Wernisch, L.3
  • 13
    • 0038179369 scopus 로고    scopus 로고
    • Selective charging of tRNA isoacceptors explains patterns of codon usage
    • DOI 10.1126/science.1083811
    • Elf J, Nilsson D, Tenson T, Ehrenberg M. 2003. Selective charging of tRNA isoacceptors explains patterns of codon usage. Science 300: 1718-1722. (Pubitemid 36712562)
    • (2003) Science , vol.300 , Issue.5626 , pp. 1718-1722
    • Elf, J.1    Nilsson, D.2    Tenson, T.3    Ehrenberg, M.4
  • 14
    • 0027432923 scopus 로고
    • Reduced synonymous substitution rate at the start of enterobacterial genes
    • Eyre-Walker A, Bulmer M. 1993. Reduced synonymous substitution rate at the start of enterobacterial genes. Nucleic Acids Res. 21:4599-4603. (Pubitemid 23292727)
    • (1993) Nucleic Acids Research , vol.21 , Issue.19 , pp. 4599-4603
    • Eyre-Walker, A.1    Bulmer, M.2
  • 15
    • 0029027991 scopus 로고
    • Synonymous substitution rates in enterobacteria
    • Eyre-Walker A, BulmerM. 1995. Synonymous substitution rates in enterobacteria. Genetics 140:1407-1412.
    • (1995) Genetics , vol.140 , pp. 1407-1412
    • Eyre-Walker, A.1    Bulmer, M.2
  • 18
    • 79954456859 scopus 로고    scopus 로고
    • Determinants of translation efficiency and accuracy
    • Gingold H, Pilpel Y. 2011. Determinants of translation efficiency and accuracy. Mol Syst Biol. 7:1-13.
    • (2011) Mol Syst Biol. , vol.7 , pp. 1-13
    • Gingold, H.1    Pilpel, Y.2
  • 19
    • 84886302057 scopus 로고    scopus 로고
    • Causes and effects of N-Terminal codon bias in bacterial genes
    • Goodman DB, Church GM, Kosuri S. 2013. Causes and effects of N-Terminal codon bias in bacterial genes. Science 342:475-479.
    • (2013) Science , vol.342 , pp. 475-479
    • Goodman, D.B.1    Church, G.M.2    Kosuri, S.3
  • 20
    • 77649198142 scopus 로고    scopus 로고
    • A universal trend of reduced mRNA stability near the translation- initiation site in prokaryotes and eukaryotes
    • Gu W, Zhou T, Wilke CO. 2010. A universal trend of reduced mRNA stability near the translation-initiation site in prokaryotes and eukaryotes. PLoS Comput Biol. 6:e1000664.
    • (2010) PLoS Comput Biol. , vol.6
    • Gu, W.1    Zhou, T.2    Wilke, C.O.3
  • 21
    • 78049445172 scopus 로고    scopus 로고
    • Evidence that mutation is universally biased towards AT in bacteria
    • Hershberg R, Petrov DA. 2010. Evidence that mutation is universally biased towards AT in bacteria. PLoS Genet. 6:e1001115.
    • (2010) PLoS Genet. , vol.6
    • Hershberg, R.1    Petrov, D.A.2
  • 22
    • 0043123153 scopus 로고    scopus 로고
    • Vienna RNA secondary structure server
    • DOI 10.1093/nar/gkg599
    • Hofacker IL. 2003. Vienna RNA secondary structure server. Nucleic Acids Res. 31:3429-3431. (Pubitemid 37442172)
    • (2003) Nucleic Acids Research , vol.31 , Issue.13 , pp. 3429-3431
    • Hofacker, I.L.1
  • 23
    • 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
    • Ikemura T. 1981. 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. 151:389-409. (Pubitemid 12252691)
    • (1981) Journal of Molecular Biology , vol.151 , Issue.3 , pp. 389-409
    • Ikemura, T.1
  • 24
    • 77958082013 scopus 로고    scopus 로고
    • Overlapping codes within proteincoding sequences
    • Itzkovitz S, Hodis E, Segal E. 2010. Overlapping codes within proteincoding sequences. Genome Res. 20:1582-1589.
    • (2010) Genome Res. , vol.20 , pp. 1582-1589
    • Itzkovitz, S.1    Hodis, E.2    Segal, E.3
  • 25
    • 84865808846 scopus 로고    scopus 로고
    • Reduced mRNA secondarystructure stability near the start codon indicates functional genes in prokaryotes
    • Keller TE, Mis SD, Jia KE, Wilke CO. 2012. Reduced mRNA secondarystructure stability near the start codon indicates functional genes in prokaryotes. Genome Biol Evol. 4:80-88.
    • (2012) Genome Biol Evol. , vol.4 , pp. 80-88
    • Keller, T.E.1    Mis, S.D.2    Jia, K.E.3    Wilke, C.O.4
  • 27
    • 64849114915 scopus 로고    scopus 로고
    • Coding-sequence determinants of gene expression in Escherichia coli
    • Kudla G, Murray AW, Tollervey D, Plotkin JB. 2009. Coding-sequence determinants of gene expression in Escherichia coli. Science 324: 255-258.
    • (2009) Science , vol.324 , pp. 255-258
    • Kudla, G.1    Murray, A.W.2    Tollervey, D.3    Plotkin, J.B.4
  • 29
    • 84860231100 scopus 로고    scopus 로고
    • The anti-Shine-Dalgarno sequence drives translational pausing and codon choice in bacteria
    • Li GW, Oh E, Weissman JS. 2012. The anti-Shine-Dalgarno sequence drives translational pausing and codon choice in bacteria. Nature 484:538-541.
    • (2012) Nature , vol.484 , pp. 538-541
    • Li, G.W.1    Oh, E.2    Weissman, J.S.3
  • 31
    • 0023134450 scopus 로고
    • Translation rate modification by preferential codon usage: Intragenic position effects
    • DOI 10.1016/S0022-5193(87)80251-5
    • Liljenstrom H, von Heijne G. 1987. Translation rate modification by preferential codon usage: Intragenic position effects. J Theor Biol. 124:43-55. (Pubitemid 17002611)
    • (1987) Journal of Theoretical Biology , vol.124 , Issue.1 , pp. 43-55
    • Liljenstrom, H.1    Von Heijne, G.2
  • 32
    • 56649099178 scopus 로고    scopus 로고
    • Whole-genome mutational biases in bacteria
    • Lind PA, Andersson DI. 2008. Whole-genome mutational biases in bacteria. Proc Natl Acad Sci U S A. 105:17878-17883.
    • (2008) Proc Natl Acad Sci U S A. , vol.105 , pp. 17878-17883
    • Lind, P.A.1    Andersson, D.I.2
  • 33
    • 33846165487 scopus 로고    scopus 로고
    • Absolute protein expression profiling estimates the relative contributions of transcriptional and translational regulation
    • DOI 10.1038/nbt1270, PII NBT1270
    • Lu P, Vogel C, Wang R, Yao X, Marcotte EM. 2007. Absolute protein expression profiling estimates the relative contributions of transcriptional and translational regulation. Nat Biotechnol. 25:117-124. (Pubitemid 46087910)
    • (2007) Nature Biotechnology , vol.25 , Issue.1 , pp. 117-124
    • Lu, P.1    Vogel, C.2    Wang, R.3    Yao, X.4    Marcotte, E.M.5
  • 35
    • 0035802436 scopus 로고    scopus 로고
    • Preferential usage of some minor codons in bacteria
    • DOI 10.1016/S0378-1119(01)00670-9, PII S0378111901006709
    • Ohno H, Sakai H, Washio T, Tomita M. 2001. Preferential usage of some minor codons in bacteria. Gene 276:107-115. (Pubitemid 32925265)
    • (2001) Gene , vol.276 , Issue.1-2 , pp. 107-115
    • Ohno, H.1    Sakai, H.2    Washio, T.3    Tomita, M.4
  • 36
    • 84874250754 scopus 로고    scopus 로고
    • Differential requirements for mRNA folding partially explain why highly expressed proteins evolve slowly
    • Park C, Chen X, Yang JR, Zhang J. 2013. Differential requirements for mRNA folding partially explain why highly expressed proteins evolve slowly. Proc Natl Acad Sci U S A. 110:E678-E686.
    • (2013) Proc Natl Acad Sci U S A. , vol.110
    • Park, C.1    Chen, X.2    Yang, J.R.3    Zhang, J.4
  • 37
    • 84873570699 scopus 로고    scopus 로고
    • Evolutionary conservation of codon optimality reveals hidden signatures of cotranslational folding
    • Pechmann S, Frydman J. 2012. Evolutionary conservation of codon optimality reveals hidden signatures of cotranslational folding. Nat Struct Mol Biol. 20:237-243.
    • (2012) Nat Struct Mol Biol. , vol.20 , pp. 237-243
    • Pechmann, S.1    Frydman, J.2
  • 38
    • 78650304100 scopus 로고    scopus 로고
    • Synonymous but not the same: The causes and consequences of codon bias
    • Plotkin JB, Kudla G. 2011. Synonymous but not the same: The causes and consequences of codon bias. Nat Rev Genet. 12:32-42.
    • (2011) Nat Rev Genet. , vol.12 , pp. 32-42
    • Plotkin, J.B.1    Kudla, G.2
  • 40
    • 11244324849 scopus 로고    scopus 로고
    • Intragenic spatial patterns of codon usage bias in prokaryotic and eukaryotic genomes
    • DOI 10.1534/genetics.104.030866
    • Qin H, Wu WB, Comeron JM, Kreitman M, Li WH. 2004. Intragenic spatial patterns of codon usage bias in prokaryotic and eukaryotic genomes. Genetics 168:2245-2260. (Pubitemid 40066358)
    • (2004) Genetics , vol.168 , Issue.4 , pp. 2245-2260
    • Qin, H.1    Wu, W.B.2    Comeron, J.M.3    Kreitman, M.4    Li, W.-H.5
  • 41
    • 77952242897 scopus 로고    scopus 로고
    • Automated isolation of translational efficiency bias that resists the confounding effect of GC(AT)-content
    • Raiford DW, Krane DE, Doom TE, Raymer ML 2010. Automated isolation of translational efficiency bias that resists the confounding effect of GC(AT)-content. IEEE/ACM Trans Comput Biol Bioinform. 7:238-250.
    • (2010) IEEE/ACM Trans Comput Biol Bioinform. , vol.7 , pp. 238-250
    • Raiford, D.W.1    Krane, D.E.2    Doom, T.E.3    Raymer, M.L.4
  • 42
    • 8744310123 scopus 로고    scopus 로고
    • Codon usage bias from tRNA's point of view: Redundancy, specialization, and efficient decoding for translation optimization
    • DOI 10.1101/gr.2896904
    • Rocha EPC. 2004. Codon usage bias from tRNA's point of view: Redundancy, specialization, and efficient decoding for translation optimization. Genome Res. 14:2279-2286. (Pubitemid 39517335)
    • (2004) Genome Research , vol.14 , Issue.11 , pp. 2279-2286
    • Rocha, E.P.C.1
  • 43
    • 70349964350 scopus 로고    scopus 로고
    • Automated design of synthetic ribosome binding sites to control protein expression
    • Salis HM, Mirsky EA, Voigt CA. 2009. Automated design of synthetic ribosome binding sites to control protein expression. Nat Biotechnol. 27:946-950.
    • (2009) Nat Biotechnol. , vol.27 , pp. 946-950
    • Salis, H.M.1    Mirsky, E.A.2    Voigt, C.A.3
  • 44
    • 78049445381 scopus 로고    scopus 로고
    • Effect of correlated tRNA abundances on translation errors and evolution of codon usage bias
    • Shah P, Gilchrist MA. 2010. Effect of correlated tRNA abundances on translation errors and evolution of codon usage bias. PLoS Genet. 6:e1001128.
    • (2010) PLoS Genet. , vol.6
    • Shah, P.1    Gilchrist, M.A.2
  • 45
    • 14544277543 scopus 로고    scopus 로고
    • Variation in the strength of selected codon usage bias among bacteria
    • DOI 10.1093/nar/gki242
    • Sharp PM, Bailes E, Grocock RJ, Peden JF, Sockett RE. 2005. Variation in the strength of selected codon usage bias among bacteria. Nucleic Acids Res. 33:1141-1153. (Pubitemid 41439907)
    • (2005) Nucleic Acids Research , 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
  • 46
    • 0023650543 scopus 로고
    • The codon adaptation index-A measure of directional synonymous codon usage bias, and its potential applications
    • Sharp PM, Li WH. 1987. The codon adaptation index-A measure of directional synonymous codon usage bias, and its potential applications. Nucleic Acids Res. 15:1281-1295.
    • (1987) Nucleic Acids Res. , vol.15 , pp. 1281-1295
    • Sharp, P.M.1    Li, W.H.2
  • 47
    • 84856398949 scopus 로고    scopus 로고
    • Digital RNA sequencing minimizes sequence-dependent bias and amplification noise with optimized single-molecule barcodes
    • Shiroguchi K, Jia TZ, Sims PA, Xie XS. 2012. Digital RNA sequencing minimizes sequence-dependent bias and amplification noise with optimized single-molecule barcodes. Proc Natl Acad Sci U S A. 109: 1347-1352.
    • (2012) Proc Natl Acad Sci U S A. , vol.109 , pp. 1347-1352
    • Shiroguchi, K.1    Jia, T.Z.2    Sims, P.A.3    Xie, X.S.4
  • 48
    • 0026409389 scopus 로고
    • Absolute in vivo translation rates of individual codons in Escherichia coli: The two glutamic acid codons GAA and GAG are translated with a threefold difference in rate
    • Sørensen MA, Pedersen S. 1991. Absolute in vivo translation rates of individual codons in Escherichia coli. The two glutamic acid codons GAA and GAG are translated with a threefold difference in rate. J Mol Biol. 222:265-280. (Pubitemid 121004006)
    • (1991) Journal of Molecular Biology , vol.222 , Issue.2 , pp. 265-280
    • Sorensen, M.A.1    Pedersen, S.2
  • 49
    • 33846786904 scopus 로고    scopus 로고
    • Synonymous codon usage in Escherichia coli: Selection for translational accuracy
    • DOI 10.1093/molbev/msl166
    • Stoletzki N, Eyre-Walker A. 2007. Synonymous codon usage in Escherichia coli: Selection for translational accuracy. Mol Biol Evol. 24:374-381. (Pubitemid 46204370)
    • (2007) Molecular Biology and Evolution , vol.24 , Issue.2 , pp. 374-381
    • Stoletzki, N.1    Eyre-Walker, A.2
  • 50
    • 84873423156 scopus 로고    scopus 로고
    • Environmental perturbations lift the degeneracy of the genetic code to regulate protein levels in bacteria
    • Subramaniam AR, Pan T, Cluzel P. 2012. Environmental perturbations lift the degeneracy of the genetic code to regulate protein levels in bacteria. Proc Natl Acad Sci U S A. 110:2419-2424.
    • (2012) Proc Natl Acad Sci U S A. , vol.110 , pp. 2419-2424
    • Subramaniam, A.R.1    Pan, T.2    Cluzel, P.3
  • 51
    • 84860010928 scopus 로고    scopus 로고
    • Traveling time of a translating ribosome along messenger RNA monitored directly on a quartz crystal microbalance
    • Takahashi S, Tsuji K, Ueda T, Okahata Y. 2012. Traveling time of a translating ribosome along messenger RNA monitored directly on a quartz crystal microbalance. J Am Chem Soc. 134:6793-6800.
    • (2012) J Am Chem Soc. , vol.134 , pp. 6793-6800
    • Takahashi, S.1    Tsuji, K.2    Ueda, T.3    Okahata, Y.4
  • 52
    • 77955102352 scopus 로고    scopus 로고
    • Quantifying E coli proteome and transcriptome with singlemolecule sensitivity in single cells
    • Taniguchi Y, Choi PJ, Li GW, Chen H, Babu M, Hearn J, Emili A, Xie XS. 2010. Quantifying E. coli proteome and transcriptome with singlemolecule sensitivity in single cells. Science 329:533-538.
    • (2010) Science , vol.329 , pp. 533-538
    • Taniguchi, Y.1    Choi, P.J.2    Li, G.W.3    Chen, H.4    Babu, M.5    Hearn, J.6    Emili, A.7    Xie, X.S.8
  • 56
    • 77649245858 scopus 로고    scopus 로고
    • Translation efficiency is determined by both codon bias and folding energy
    • Tuller T,Waldman YY, Kupiec M, Ruppin E. 2010. Translation efficiency is determined by both codon bias and folding energy. Proc Natl Acad Sci U S A. 107:3645-3650.
    • (2010) Proc Natl Acad Sci U S A. , vol.107 , pp. 3645-3650
    • Tuller, T.1    Waldman, Y.Y.2    Kupiec, M.3    Ruppin, E.4
  • 57
    • 0027250549 scopus 로고
    • Synthesis of proteins in Escherichia coli is limited by the concentration of free ribosomes
    • Vind J, Sørensen MA, Rasmussen MD, Pedersen S. 1993. Synthesis of proteins in Escherichia coli is limited by the concentration of free ribosomes. J Mol Biol. 231:678-688.
    • (1993) J Mol Biol. , vol.231 , pp. 678-688
    • Vind, J.1    Sørensen, M.A.2    Rasmussen, M.D.3    Pedersen, S.4
  • 59
    • 84874722535 scopus 로고    scopus 로고
    • Non-optimal codon usage is a mechanism to achieve circadian clock conditionality
    • Xu Y, Ma P, Shah P, Rokas A, Liu Y, Johnson CH. 2013. Non-optimal codon usage is a mechanism to achieve circadian clock conditionality. Nature 495:116-120.
    • (2013) Nature , vol.495 , pp. 116-120
    • Xu, Y.1    Ma, P.2    Shah, P.3    Rokas, A.4    Liu, Y.5    Johnson, C.H.6
  • 60
    • 62049083910 scopus 로고    scopus 로고
    • Transient ribosomal attenuation coordinates protein synthesis and co-Translational folding
    • Zhang G, Hubalewska M, Ignatova Z. 2009. Transient ribosomal attenuation coordinates protein synthesis and co-Translational folding. Nat Struct Mol Biol. 16:274-280.
    • (2009) Nat Struct Mol Biol. , vol.16 , pp. 274-280
    • Zhang, G.1    Hubalewska, M.2    Ignatova, Z.3
  • 61
    • 84874683740 scopus 로고    scopus 로고
    • Non-optimal codon usage affects expression, structure and function of clock protein FRQ
    • Zhou M, Guo J, Cha J, Chae M, Chen S, Barral JM, Sachs MS, Liu Y. 2013. Non-optimal codon usage affects expression, structure and function of clock protein FRQ. Nature 495:111-115.
    • (2013) Nature , vol.495 , pp. 111-115
    • Zhou, M.1    Guo, J.2    Cha, J.3    Chae, M.4    Chen, S.5    Barral, J.M.6    Sachs, M.S.7    Liu, Y.8
  • 62
    • 79952350113 scopus 로고    scopus 로고
    • Reduced stability of mRNA secondary structure near the translation-initiation site in dsDNA viruses
    • Zhou T, Wilke CO. 2011. Reduced stability of mRNA secondary structure near the translation-initiation site in dsDNA viruses. BMC Evol Biol. 11:59..
    • (2011) BMC Evol Biol. , vol.11 , pp. 59
    • Zhou, T.1    Wilke, C.O.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.