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Volumn 7, Issue 9, 2012, Pages

Coevolution in RNA Molecules Driven by Selective Constraints: Evidence from 5S rRNA

Author keywords

[No Author keywords available]

Indexed keywords

ADENINE; CYTOSINE; GUANINE; RNA 5S; URACIL;

EID: 84866012847     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0044376     Document Type: Article
Times cited : (11)

References (59)
  • 1
    • 0031033277 scopus 로고    scopus 로고
    • Episodic adaptive evolution of primate lysozymes
    • Messier W, Stewart CB, (1997) Episodic adaptive evolution of primate lysozymes. Nature 385: 151-154.
    • (1997) Nature , vol.385 , pp. 151-154
    • Messier, W.1    Stewart, C.B.2
  • 2
    • 0033744204 scopus 로고    scopus 로고
    • Exploring a Phylogenetic Approach for the Dectection of Correlated Substitutions in Proteins
    • Tuffery P, Darlu P, (2000) Exploring a Phylogenetic Approach for the Dectection of Correlated Substitutions in Proteins. Mol Biol Evol 17: 1753-1759.
    • (2000) Mol Biol Evol , vol.17 , pp. 1753-1759
    • Tuffery, P.1    Darlu, P.2
  • 3
    • 0037117541 scopus 로고    scopus 로고
    • Complementary advantageous substitutions in the evolution of an antiviral RNase of higher primates
    • Zhang J, Rosenberg H, (2002) Complementary advantageous substitutions in the evolution of an antiviral RNase of higher primates. Proc Natl Acad Sci U S A 99: 5486-5491.
    • (2002) Proc Natl Acad Sci U S A , vol.99 , pp. 5486-5491
    • Zhang, J.1    Rosenberg, H.2
  • 4
    • 36949019322 scopus 로고    scopus 로고
    • Detecting coevolution in and among protein domains
    • Yeang C, Haussler D, (2007) Detecting coevolution in and among protein domains. PLoS Comput Biol 3: e211.
    • (2007) PLoS Comput Biol , vol.3
    • Yeang, C.1    Haussler, D.2
  • 5
    • 78751480312 scopus 로고    scopus 로고
    • Accelerated Evolution of CES7, a Gene Encoding a Novel Major Urinary Protein in the Cat Family
    • Li G, Janecka JE, Murphy WJ, (2011) Accelerated Evolution of CES7, a Gene Encoding a Novel Major Urinary Protein in the Cat Family. Mol Biol Evol 28 (2): 911-920.
    • (2011) Mol Biol Evol , vol.28 , Issue.2 , pp. 911-920
    • Li, G.1    Janecka, J.E.2    Murphy, W.J.3
  • 6
    • 0033980890 scopus 로고    scopus 로고
    • Comparative sequence analysis and patterns of covariation in RNA secondary structures
    • Parsch J, Braverman J, Stephan W, (2000) Comparative sequence analysis and patterns of covariation in RNA secondary structures. Genetics 154: 909-921.
    • (2000) Genetics , vol.154 , pp. 909-921
    • Parsch, J.1    Braverman, J.2    Stephan, W.3
  • 7
    • 16544384596 scopus 로고    scopus 로고
    • Mechanisms and convergence of compensatory evolution in mammalian mitochondrial tRNAs
    • Kern AD, Kondrashov FA, (2004) Mechanisms and convergence of compensatory evolution in mammalian mitochondrial tRNAs. Nat Genet 36: 1207-1212.
    • (2004) Nat Genet , vol.36 , pp. 1207-1212
    • Kern, A.D.1    Kondrashov, F.A.2
  • 8
    • 23944476399 scopus 로고    scopus 로고
    • A model-based approach for detecting coevolving positions in a molecule
    • Dutheil J, Pupko T, Jean-Marie A, Galtier N, (2005) A model-based approach for detecting coevolving positions in a molecule. Mol Biol Evol 22: 1919-1928.
    • (2005) Mol Biol Evol , vol.22 , pp. 1919-1928
    • Dutheil, J.1    Pupko, T.2    Jean-Marie, A.3    Galtier, N.4
  • 9
    • 34548457666 scopus 로고    scopus 로고
    • Detecting the coevolution of biosequences: an example of RNA interaction prediction
    • Yeang CH, Darot JFJ, Noller HF, Haussler D, (2007) Detecting the coevolution of biosequences: an example of RNA interaction prediction. Mol Biol Evol 24: 2119-2131.
    • (2007) Mol Biol Evol , vol.24 , pp. 2119-2131
    • Yeang, C.H.1    Darot, J.F.J.2    Noller, H.F.3    Haussler, D.4
  • 10
    • 0037436412 scopus 로고    scopus 로고
    • Exploiting the co-evolution of interacting proteins to discover interaction specificity
    • Ramani AK, Marcotte EM, (2003) Exploiting the co-evolution of interacting proteins to discover interaction specificity. J Mol Biol 327: 273-284.
    • (2003) J Mol Biol , vol.327 , pp. 273-284
    • Ramani, A.K.1    Marcotte, E.M.2
  • 11
    • 55449127787 scopus 로고    scopus 로고
    • Predicting Functional Gene Links from Phylogenetic-Statistical Analyses of Whole Genomes
    • Barker D, Pagel M, (2005) Predicting Functional Gene Links from Phylogenetic-Statistical Analyses of Whole Genomes. PLoS Comput Biol 1(1): e3.
    • (2005) PLoS Comput Biol , vol.1 , Issue.1
    • Barker, D.1    Pagel, M.2
  • 12
    • 9444269272 scopus 로고    scopus 로고
    • Compensated deleterious mutations in insect genomes
    • Kulathinal RJ, Bettencourt BR, Hartl DL, (2004) Compensated deleterious mutations in insect genomes. Science 306: 1553-1554.
    • (2004) Science , vol.306 , pp. 1553-1554
    • Kulathinal, R.J.1    Bettencourt, B.R.2    Hartl, D.L.3
  • 13
    • 78650039587 scopus 로고    scopus 로고
    • Coevolution within a transcriptional network by compensatory trans and cis mutations
    • Kuo D, Licon K, Bandyopadhyay S, Chuang R, Luo C, et al. (2010) Coevolution within a transcriptional network by compensatory trans and cis mutations. Genome Res 20: 1672-1678.
    • (2010) Genome Res , vol.20 , pp. 1672-1678
    • Kuo, D.1    Licon, K.2    Bandyopadhyay, S.3    Chuang, R.4    Luo, C.5
  • 14
    • 11144319853 scopus 로고    scopus 로고
    • Use of logic relationships to decipher protein network organization
    • Bowers PM, Cokus SJ, Eisenberg D, Yeates TO, (2004) Use of logic relationships to decipher protein network organization. Science 306: 2246-2249.
    • (2004) Science , vol.306 , pp. 2246-2249
    • Bowers, P.M.1    Cokus, S.J.2    Eisenberg, D.3    Yeates, T.O.4
  • 15
    • 79952149017 scopus 로고    scopus 로고
    • The Evolution of the Phage Shock Protein Response System: Interplay between Protein Function, Genomic Organization, and System Function
    • Huvet M, Toni T, Sheng X, Thorne T, Jovanovic G, et al. (2011) The Evolution of the Phage Shock Protein Response System: Interplay between Protein Function, Genomic Organization, and System Function. Mol Biol Evol 28(3): 1141-1155.
    • (2011) Mol Biol Evol , vol.28 , Issue.3 , pp. 1141-1155
    • Huvet, M.1    Toni, T.2    Sheng, X.3    Thorne, T.4    Jovanovic, G.5
  • 16
    • 37849019313 scopus 로고    scopus 로고
    • Structural basis for the coevolution of a viral RNA-protein complex
    • Chao JA, Patskovsky Y, Almo SC, Singer RH, (2008) Structural basis for the coevolution of a viral RNA-protein complex. Nat Struct Mol Biol 15: 103-105.
    • (2008) Nat Struct Mol Biol , vol.15 , pp. 103-105
    • Chao, J.A.1    Patskovsky, Y.2    Almo, S.C.3    Singer, R.H.4
  • 17
    • 0035156561 scopus 로고    scopus 로고
    • RNA sequence evolution with secondary structure constraints: comparison of substitution rate models using maximum-likelihood methods
    • Savill NJ, Hoyle DC, Higgs PG, (2001) RNA sequence evolution with secondary structure constraints: comparison of substitution rate models using maximum-likelihood methods. Genetics 157: 399-411.
    • (2001) Genetics , vol.157 , pp. 399-411
    • Savill, N.J.1    Hoyle, D.C.2    Higgs, P.G.3
  • 18
    • 70350641005 scopus 로고    scopus 로고
    • Genome evolution and adaptation in a long-term experiment with Escherichia coli
    • Barrick JE, Yu DS, Yoon SH, Jeong H, Oh TK, et al. (2009) Genome evolution and adaptation in a long-term experiment with Escherichia coli. Nature 461: 1243-1247.
    • (2009) Nature , vol.461 , pp. 1243-1247
    • Barrick, J.E.1    Yu, D.S.2    Yoon, S.H.3    Jeong, H.4    Oh, T.K.5
  • 20
    • 33746255908 scopus 로고    scopus 로고
    • The coordinated evolution of yeast proteins is constrained by functional modularity
    • Chen Y, Dokholyan NV, (2006) The coordinated evolution of yeast proteins is constrained by functional modularity. Trends Genet 22: 416-419.
    • (2006) Trends Genet , vol.22 , pp. 416-419
    • Chen, Y.1    Dokholyan, N.V.2
  • 23
    • 38949168935 scopus 로고    scopus 로고
    • High-confidence prediction of global interactomes based on genome-wide coevolutionary networks
    • Juan D, Pazos F, Valencia A, (2008) High-confidence prediction of global interactomes based on genome-wide coevolutionary networks. Proc Natl Acad Sci U S A 105: 934-939.
    • (2008) Proc Natl Acad Sci U S A , vol.105 , pp. 934-939
    • Juan, D.1    Pazos, F.2    Valencia, A.3
  • 24
    • 33744457709 scopus 로고    scopus 로고
    • A novel method for detecting intramolecular coevolution: adding a further dimension to select constraints analyses
    • Fares M, Travers SAA, (2006) A novel method for detecting intramolecular coevolution: adding a further dimension to select constraints analyses. Genetics 173: 9-23.
    • (2006) Genetics , vol.173 , pp. 9-23
    • Fares, M.1    Travers, S.A.A.2
  • 25
    • 0037433701 scopus 로고    scopus 로고
    • Using multiple interdependency to separate functional from phylogenetic correlations in protein alignments
    • Tillier ERM, Lui TWH, (2003) Using multiple interdependency to separate functional from phylogenetic correlations in protein alignments. Bioinformatics 19: 750-755.
    • (2003) Bioinformatics , vol.19 , pp. 750-755
    • Tillier, E.R.M.1    Lui, T.W.H.2
  • 26
    • 18544362952 scopus 로고    scopus 로고
    • Mutual information in protein multiple sequence alignments reveals two classes of coevolving positions
    • Gloor GB, Martin LC, Wahl LM, Dunn SD, (2005) Mutual information in protein multiple sequence alignments reveals two classes of coevolving positions. Biochemistry 44: 7156-7165.
    • (2005) Biochemistry , vol.44 , pp. 7156-7165
    • Gloor, G.B.1    Martin, L.C.2    Wahl, L.M.3    Dunn, S.D.4
  • 27
    • 27944458910 scopus 로고    scopus 로고
    • Using information theory to search for co-evolving residues in proteins
    • Martin LC, Gloor GB, Dunn SD, Wahl LM, (2005) Using information theory to search for co-evolving residues in proteins. Bioinformatics 21: 4116-4124.
    • (2005) Bioinformatics , vol.21 , pp. 4116-4124
    • Martin, L.C.1    Gloor, G.B.2    Dunn, S.D.3    Wahl, L.M.4
  • 28
    • 38849115223 scopus 로고    scopus 로고
    • Mutual information without the influence of phylogeny or entropy dramatically improves residue contact prediction
    • Dunn S, Wahl L, GB G, (2008) Mutual information without the influence of phylogeny or entropy dramatically improves residue contact prediction. Bioinformatics 24(3): 333-340.
    • (2008) Bioinformatics , vol.24 , Issue.3 , pp. 333-340
    • Dunn, S.1    Wahl, L.2
  • 29
    • 0033832578 scopus 로고    scopus 로고
    • Phylogenetically enhanced statistical tools for RNA structure prediction
    • Akmaev VR, Kelley ST, Stormo GD, (2000) Phylogenetically enhanced statistical tools for RNA structure prediction. Bioinformatics 16: 501-512.
    • (2000) Bioinformatics , vol.16 , pp. 501-512
    • Akmaev, V.R.1    Kelley, S.T.2    Stormo, G.D.3
  • 30
    • 32144442848 scopus 로고    scopus 로고
    • Prediction of functional specificity determinants from protein sequences using log-likelihood ratios
    • Pei J, Cai W, Kinch LN, Grishin NV, (2006) Prediction of functional specificity determinants from protein sequences using log-likelihood ratios. Bioinformatics 22(2): 164-171.
    • (2006) Bioinformatics , vol.22 , Issue.2 , pp. 164-171
    • Pei, J.1    Cai, W.2    Kinch, L.N.3    Grishin, N.V.4
  • 31
  • 32
    • 0042889111 scopus 로고    scopus 로고
    • Identification of functional links between genes using phylogenetic profiles
    • Wu J, Kasif S, DeLisi C, (2003) Identification of functional links between genes using phylogenetic profiles. Bioinformatics 19: 1524-1530.
    • (2003) Bioinformatics , vol.19 , pp. 1524-1530
    • Wu, J.1    Kasif, S.2    DeLisi, C.3
  • 33
    • 1542286745 scopus 로고    scopus 로고
    • Quantifying modularity in the evolution of biomolecular systems
    • Snel B, Huynen MA, (2004) Quantifying modularity in the evolution of biomolecular systems. Genome Res 14: 391-397.
    • (2004) Genome Res , vol.14 , pp. 391-397
    • Snel, B.1    Huynen, M.A.2
  • 34
    • 0033980890 scopus 로고    scopus 로고
    • Comparative sequence analysis and patterns of covariation in RNA secondary structures
    • Parsch J, Braverman JM, Stephan W, (2000) Comparative sequence analysis and patterns of covariation in RNA secondary structures. Genetics 154: 909-921.
    • (2000) Genetics , vol.154 , pp. 909-921
    • Parsch, J.1    Braverman, J.M.2    Stephan, W.3
  • 35
    • 37549027613 scopus 로고    scopus 로고
    • SILVA: a comprehensive online resource for quality checked and aligned ribosomal RNA sequence data compatible with ARB
    • Pruesse E, Quast C, Knittel K, Fuchs BM, Ludwig W, et al. (2007) SILVA: a comprehensive online resource for quality checked and aligned ribosomal RNA sequence data compatible with ARB. Nucleic Acids Res 35: 7188-7196.
    • (2007) Nucleic Acids Res , vol.35 , pp. 7188-7196
    • Pruesse, E.1    Quast, C.2    Knittel, K.3    Fuchs, B.M.4    Ludwig, W.5
  • 37
    • 45849154165 scopus 로고    scopus 로고
    • jModelTest: phylogenetic model averaging
    • Posada D, (2008) jModelTest: phylogenetic model averaging. Mol Biol Evol 25: 1253-1256.
    • (2008) Mol Biol Evol , vol.25 , pp. 1253-1256
    • Posada, D.1
  • 38
    • 77950806408 scopus 로고    scopus 로고
    • New algorithms and methods to estimate maximum-likelihood phylogenies: assessing the performance of PhyML 3.0
    • Guindon S, Dufayard JF, Lefort V, Anisimova M, Hordijk W, et al. (2010) New algorithms and methods to estimate maximum-likelihood phylogenies: assessing the performance of PhyML 3.0. Syst Biol 59: 307-321.
    • (2010) Syst Biol , vol.59 , pp. 307-321
    • Guindon, S.1    Dufayard, J.F.2    Lefort, V.3    Anisimova, M.4    Hordijk, W.5
  • 39
    • 0041386108 scopus 로고    scopus 로고
    • MrBayes 3: Bayesian phylogenetic inference under mixed models
    • Ronquist F, Huelsenbeck JP, (2003) MrBayes 3: Bayesian phylogenetic inference under mixed models. Bioinformatics 19: 1572-1574.
    • (2003) Bioinformatics , vol.19 , pp. 1572-1574
    • Ronquist, F.1    Huelsenbeck, J.P.2
  • 40
    • 34547803197 scopus 로고    scopus 로고
    • PAML 4: phylogenetic analysis by maximum likelihood
    • Yang Z, (2007) PAML 4: phylogenetic analysis by maximum likelihood. Mol Biol Evol 24: 1586-1591.
    • (2007) Mol Biol Evol , vol.24 , pp. 1586-1591
    • Yang, Z.1
  • 41
    • 39649100613 scopus 로고    scopus 로고
    • Detecting groups of coevolving positions in a molecule: a clustering approach
    • Dutheil J, Galtier N, (2007) Detecting groups of coevolving positions in a molecule: a clustering approach. BMC Evol Biol 7: 242.
    • (2007) BMC Evol Biol , vol.7 , pp. 242
    • Dutheil, J.1    Galtier, N.2
  • 42
    • 84858265857 scopus 로고    scopus 로고
    • Detecting coevolving positions in a molecule: why and how to account for phylogeny
    • Dutheil JY, (2012) Detecting coevolving positions in a molecule: why and how to account for phylogeny. Brief Bioinform 13: 228-243.
    • (2012) Brief Bioinform , vol.13 , pp. 228-243
    • Dutheil, J.Y.1
  • 43
    • 77949423534 scopus 로고    scopus 로고
    • Compensatory evolution in mitochondrial tRNAs navigates valleys of low fitness
    • Meer MV, Kondrashov AS, Artzy-Randrup Y, Kondrashov FA, (2010) Compensatory evolution in mitochondrial tRNAs navigates valleys of low fitness. Nature 464: 279-282.
    • (2010) Nature , vol.464 , pp. 279-282
    • Meer, M.V.1    Kondrashov, A.S.2    Artzy-Randrup, Y.3    Kondrashov, F.A.4
  • 44
    • 0030928378 scopus 로고    scopus 로고
    • Seq-Gen: an application for the Monte Carlo simulation of DNA sequence evolution along phylogenetic trees
    • Rambaut A, Grassly NC, (1997) Seq-Gen: an application for the Monte Carlo simulation of DNA sequence evolution along phylogenetic trees. Comput Appl Biosci 13: 235-238.
    • (1997) Comput Appl Biosci , vol.13 , pp. 235-238
    • Rambaut, A.1    Grassly, N.C.2
  • 45
    • 0043123153 scopus 로고    scopus 로고
    • Vienna RNA secondary structure server
    • Hofacker IL, (2003) Vienna RNA secondary structure server. Nucleic Acids Res 31: 3429-3431.
    • (2003) Nucleic Acids Res , vol.31 , pp. 3429-3431
    • Hofacker, I.L.1
  • 47
    • 0141721420 scopus 로고    scopus 로고
    • RNA-based phylogenetic methods: application to mammalian mitochondrial RNA sequences
    • Hudelot C, Gowri-Shankar V, Jow H, Rattray M, Higgs PG, (2003) RNA-based phylogenetic methods: application to mammalian mitochondrial RNA sequences. Mol Phylogenet Evol 28: 241-252.
    • (2003) Mol Phylogenet Evol , vol.28 , pp. 241-252
    • Hudelot, C.1    Gowri-Shankar, V.2    Jow, H.3    Rattray, M.4    Higgs, P.G.5
  • 48
    • 34548552815 scopus 로고    scopus 로고
    • Changes in the conformation of 5S rRNA cause alterations in principal functions of the ribosomal nanomachine
    • Kouvela EC, Gerbanas GV, Xaplanteri MA, Petropoulos AD, Dinos GP, et al. (2007) Changes in the conformation of 5S rRNA cause alterations in principal functions of the ribosomal nanomachine. Nucleic Acids Res 35: 5108-5119.
    • (2007) Nucleic Acids Res , vol.35 , pp. 5108-5119
    • Kouvela, E.C.1    Gerbanas, G.V.2    Xaplanteri, M.A.3    Petropoulos, A.D.4    Dinos, G.P.5
  • 50
    • 0002671410 scopus 로고
    • Some probabilistic and statistical problems in the analysis of DNA sequences
    • Tavaré S, (1986) Some probabilistic and statistical problems in the analysis of DNA sequences. Lect Math Life Sci 17: 57-86.
    • (1986) Lect Math Life Sci , vol.17 , pp. 57-86
    • Tavaré, S.1
  • 51
    • 2542448032 scopus 로고    scopus 로고
    • Phylogeny of gamma-proteobacteria: resolution of one branch of the universal tree
    • Brown JR, Volker C, (2004) Phylogeny of gamma-proteobacteria: resolution of one branch of the universal tree? Bioessays 26: 463-468.
    • (2004) Bioessays , vol.26 , pp. 463-468
    • Brown, J.R.1    Volker, C.2
  • 53
    • 0141593581 scopus 로고    scopus 로고
    • Compensatory evolution of a precursor messenger RNA secondary structure in the Drosophila melanogaster Adh gene
    • Chen Y, Stephan W, (2003) Compensatory evolution of a precursor messenger RNA secondary structure in the Drosophila melanogaster Adh gene. Proc Natl Acad Sci U S A 100: 11499-11504.
    • (2003) Proc Natl Acad Sci U S A , vol.100 , pp. 11499-11504
    • Chen, Y.1    Stephan, W.2
  • 54
    • 41649095551 scopus 로고    scopus 로고
    • Two distinct structural elements of 5S rRNA are needed for its import into human mitochondria
    • Smirnov A, Tarassov I, Mager-Heckel AM, Letzelter M, Martin RP, et al. (2008) Two distinct structural elements of 5S rRNA are needed for its import into human mitochondria. Rna 14: 749-759.
    • (2008) Rna , vol.14 , pp. 749-759
    • Smirnov, A.1    Tarassov, I.2    Mager-Heckel, A.M.3    Letzelter, M.4    Martin, R.P.5
  • 55
    • 59449106678 scopus 로고    scopus 로고
    • Specific features of 5S rRNA structure-its interactions with macromolecules and possible functions
    • Smirnov V, Entelis NS, Krasheninnikov IA, Martin R, Tarassov IA, (2008) Specific features of 5S rRNA structure-its interactions with macromolecules and possible functions. Biochemistry 73: 1418-1437.
    • (2008) Biochemistry , vol.73 , pp. 1418-1437
    • Smirnov, V.1    Entelis, N.S.2    Krasheninnikov, I.A.3    Martin, R.4    Tarassov, I.A.5
  • 56
    • 79959673883 scopus 로고    scopus 로고
    • Biological significance of 5S rRNA import into human mitochondria: role of ribosomal protein MRP-L18
    • Smirnov A, Entelis N, Martin RP, Tarassov I, (2011) Biological significance of 5S rRNA import into human mitochondria: role of ribosomal protein MRP-L18. Genes Dev 25: 1289-1305.
    • (2011) Genes Dev , vol.25 , pp. 1289-1305
    • Smirnov, A.1    Entelis, N.2    Martin, R.P.3    Tarassov, I.4
  • 57
    • 18544404720 scopus 로고    scopus 로고
    • Covariation in frequencies of substitution, deletion, transposition and recombination during eutherian evolution
    • Hardison RC, Roskin KM, Yang S, Diekhans M, Kent WJ, et al. (2003) Covariation in frequencies of substitution, deletion, transposition and recombination during eutherian evolution. Genome Res 13: 13-26.
    • (2003) Genome Res , vol.13 , pp. 13-26
    • Hardison, R.C.1    Roskin, K.M.2    Yang, S.3    Diekhans, M.4    Kent, W.J.5
  • 58
    • 51349155028 scopus 로고    scopus 로고
    • Single-nucleotide mutation rate increases close to insertions/deletions in eukaryotes
    • Tian D, Wang Q, Zhang P, Araki H, Yang S, et al. (2008) Single-nucleotide mutation rate increases close to insertions/deletions in eukaryotes. Nature 455: 105-108.
    • (2008) Nature , vol.455 , pp. 105-108
    • Tian, D.1    Wang, Q.2    Zhang, P.3    Araki, H.4    Yang, S.5
  • 59
    • 77954985549 scopus 로고    scopus 로고
    • Base pairing constraints drive structural epistasis in ribosomal RNA sequences
    • Dutheil JY, Jossinet F, Westhof E, (2010) Base pairing constraints drive structural epistasis in ribosomal RNA sequences. Mol Biol Evol 27(8): 1868-1876.
    • (2010) Mol Biol Evol , vol.27 , Issue.8 , pp. 1868-1876
    • Dutheil, J.Y.1    Jossinet, F.2    Westhof, E.3


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