메뉴 건너뛰기




Volumn 25, Issue 10, 2009, Pages 1264-1270

Using multi-data hidden Markov models trained on local neighborhoods of protein structure to predict residue-residue contacts

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY; AMINO ACID SEQUENCE; ARTICLE; HIDDEN MARKOV MODEL; PREDICTION; PRIORITY JOURNAL; PROTEIN ANALYSIS; PROTEIN DOMAIN; PROTEIN SECONDARY STRUCTURE; PROTEIN STRUCTURE; SEQUENCE ALIGNMENT; SEQUENCE HOMOLOGY; STRUCTURAL BIOINFORMATICS;

EID: 65549127269     PISSN: 13674803     EISSN: 14602059     Source Type: Journal    
DOI: 10.1093/bioinformatics/btp149     Document Type: Article
Times cited : (38)

References (34)
  • 1
    • 0031793928 scopus 로고    scopus 로고
    • Iterated profile searches with PSI-BLAST a tool for discovery in protein databases
    • Altschul,S.F. and Koonin,E.V (1998) Iterated profile searches with PSI-BLAST a tool for discovery in protein databases. Trends Biochem. Sci., 23, 444-447.
    • (1998) Trends Biochem. Sci , vol.23 , pp. 444-447
    • Altschul, S.F.1    Koonin, E.V.2
  • 2
    • 0030801002 scopus 로고    scopus 로고
    • Gapped BLAST and PSI-BLAST: A new generation of protein database search programs
    • Altschul,S.F. et al. (1997) Gapped BLAST and PSI-BLAST: A new generation of protein database search programs. Nucleic Acids Res. 25, 3389-3402.
    • (1997) Nucleic Acids Res , vol.25 , pp. 3389-3402
    • Altschul, S.F.1
  • 3
    • 0346494941 scopus 로고    scopus 로고
    • SCOP database in 2004: Refinements integrate structure and sequence family data
    • Andreeva,A. et al. (2004) SCOP database in 2004: Refinements integrate structure and sequence family data. Nucleic Acids Res., 32, D226-D229.
    • (2004) Nucleic Acids Res , vol.32
    • Andreeva, A.1
  • 4
    • 0033977581 scopus 로고    scopus 로고
    • TheASTRAL compendium for protein structure and sequence analysis
    • Brenner,S.E. et al. (2000) TheASTRAL compendium for protein structure and sequence analysis. Nucleic Acids Res., 28, 254-256.
    • (2000) Nucleic Acids Res , vol.28 , pp. 254-256
    • Brenner, S.E.1
  • 5
    • 30444446362 scopus 로고    scopus 로고
    • Protein-structure prediction by recombination of fragments
    • Bujnicki,J.M. (2006) Protein-structure prediction by recombination of fragments. Chembiochem, 7, 19-27.
    • (2006) Chembiochem , vol.7 , pp. 19-27
    • Bujnicki, J.M.1
  • 6
    • 0141639615 scopus 로고    scopus 로고
    • Efficient leave-one-out cross-validation of kernel fisher discriminant classifiers
    • Cawley,G.C. and Talbot,N.L.C. (2003) Efficient leave-one-out cross-validation of kernel fisher discriminant classifiers. Pattern Recognit. Soc., 36, 2585-2592.
    • (2003) Pattern Recognit. Soc , vol.36 , pp. 2585-2592
    • Cawley, G.C.1    Talbot, N.L.C.2
  • 7
    • 34247247779 scopus 로고    scopus 로고
    • Improved residue contact prediction using support vector machines and a large feature set
    • Cheng,J. and Baldi,P. (2007) Improved residue contact prediction using support vector machines and a large feature set. BMC Bioinformatics 8, 113.
    • (2007) BMC Bioinformatics , vol.8 , pp. 113
    • Cheng, J.1    Baldi, P.2
  • 8
    • 0031743421 scopus 로고    scopus 로고
    • Profile hidden Markov models
    • Eddy,S.R. (1998) Profile hidden Markov models. Bioinformatics, 14, 755-763.
    • (1998) Bioinformatics , vol.14 , pp. 755-763
    • Eddy, S.R.1
  • 9
    • 33847356936 scopus 로고    scopus 로고
    • A pair-to-pair antino acids substitution matrix and its applications for protein structure prediction
    • Eyal,E. et al. (2007) A pair-to-pair antino acids substitution matrix and its applications for protein structure prediction. Proteins, 67, 142-153.
    • (2007) Proteins , vol.67 , pp. 142-153
    • Eyal, E.1
  • 10
    • 27844505722 scopus 로고    scopus 로고
    • Advances in protein structure prediction and de novo protein design: A review
    • Floudas,C.A. et al. (2006) Advances in protein structure prediction and de novo protein design: A review. Chem. Eng. Sci., 61, 966-988.
    • (2006) Chem. Eng. Sci , vol.61 , pp. 966-988
    • Floudas, C.A.1
  • 11
    • 33646766064 scopus 로고    scopus 로고
    • Correlated mutations: Advances and limitations. A study on fusion proteins and on the Cohesin-Dockerin families
    • Halperin,J. et al. (2006) Correlated mutations: Advances and limitations. A study on fusion proteins and on the Cohesin-Dockerin families. Proteins, 63, 832-845.
    • (2006) Proteins , vol.63 , pp. 832-845
    • Halperin, J.1
  • 12
    • 4043170491 scopus 로고    scopus 로고
    • Protein contact prediction using patterns of correlation
    • Hamilton,N. et al. (2004) Protein contact prediction using patterns of correlation. Proteins, 56, 679-684.
    • (2004) Proteins , vol.56 , pp. 679-684
    • Hamilton, N.1
  • 13
    • 0029977162 scopus 로고    scopus 로고
    • Using substitution probabilities to improve position-specific scoring matrices
    • Henikoff,J.G. and Henikoff,S. (1996) Using substitution probabilities to improve position-specific scoring matrices. Comput. Appl. Biosci., 12, 135-143.
    • (1996) Comput. Appl. Biosci , vol.12 , pp. 135-143
    • Henikoff, J.G.1    Henikoff, S.2
  • 14
    • 0026458378 scopus 로고
    • Antino acid substitution matrices from protein blocks
    • Henikoff,S. and Henikoff,J.G. (1992) Antino acid substitution matrices from protein blocks. Proc. NatlAcad. Sci. USA, 89, 10915-10919.
    • (1992) Proc. NatlAcad. Sci. USA , vol.89 , pp. 10915-10919
    • Henikoff, S.1    Henikoff, J.G.2
  • 15
    • 65549091008 scopus 로고    scopus 로고
    • Local descriptors of protein structure: A systematical analysis of the sequence-structure relationship in proteins using short- and long-range interactions
    • in press
    • Hvidsten,T.R. et al. (2008) Local descriptors of protein structure: A systematical analysis of the sequence-structure relationship in proteins using short- and long-range interactions. Proteins Struct. Funct. Bioinform., in press.
    • (2008) Proteins Struct. Funct. Bioinform
    • Hvidsten, T.R.1
  • 16
    • 36749082814 scopus 로고    scopus 로고
    • Assessment of intramolecular contact predictions for CASP7
    • Izarzugaza,J.M. et al. (2007) Assessment of intramolecular contact predictions for CASP7. Proteins, 69 (Suppl. 8), 152-158.
    • (2007) Proteins , vol.69 , Issue.SUPPL. 8 , pp. 152-158
    • Izarzugaza, J.M.1
  • 17
    • 36749086922 scopus 로고    scopus 로고
    • Assessment of casp7 structure predictions for template free targets
    • Jauch,R. et al. (2007) Assessment of casp7 structure predictions for template free targets. Proteins Struct. Funct. Bioinform., 69 (Suppl. 8), 57-67.
    • (2007) Proteins Struct. Funct. Bioinform , vol.69 , Issue.SUPPL. 8 , pp. 57-67
    • Jauch, R.1
  • 18
    • 33751219893 scopus 로고    scopus 로고
    • Predicting residue contacts using pragmatic correlated mutations method: Reducing the false positives
    • Kundrotas,P.J. and Alexov,E.G. (2006) Predicting residue contacts using pragmatic correlated mutations method: Reducing the false positives. BMC Bioinformatics, 7, 503.
    • (2006) BMC Bioinformatics , vol.7 , pp. 503
    • Kundrotas, P.J.1    Alexov, E.G.2
  • 19
    • 0036084625 scopus 로고    scopus 로고
    • SCOP database in 2002: Refinements accommodate structural genomics
    • Lo Conte,L. et al. (2002) SCOP database in 2002: Refinements accommodate structural genomics. Nucleic Acids Res., 30, 264-267.
    • (2002) Nucleic Acids Res , vol.30 , pp. 264-267
    • Lo Conte, L.1
  • 20
    • 0034044314 scopus 로고    scopus 로고
    • The PSIPRED protein structure prediction server
    • McGuffin,L.J. et al. (2000) The PSIPRED protein structure prediction server. Bioinformatics, 16, 404-405.
    • (2000) Bioinformatics , vol.16 , pp. 404-405
    • McGuffin, L.J.1
  • 21
    • 33645792604 scopus 로고    scopus 로고
    • Physically realistic homology models built with ROSETTA can be more accurate than their templates
    • Misura,K.M. et al. (2006) Physically realistic homology models built with ROSETTA can be more accurate than their templates. Proc. Natl Acad. Sci. USA, 103, 5361-5366.
    • (2006) Proc. Natl Acad. Sci. USA , vol.103 , pp. 5361-5366
    • Misura, K.M.1
  • 22
    • 0030627941 scopus 로고    scopus 로고
    • Improving contact predictions by the combination of correlated mutations and other sources of sequence information
    • Olmea,O. and Valencia,A. (1997) Improving contact predictions by the combination of correlated mutations and other sources of sequence information. Fold. Des., 2, S25-S32.
    • (1997) Fold. Des , vol.2
    • Olmea, O.1    Valencia, A.2
  • 23
    • 13444306641 scopus 로고    scopus 로고
    • NCBI Reference Sequence (RefSeq): A curated non-redundant sequence database of genomes, transcripts and proteins
    • Pruitt,K.D. et al. (2005) NCBI Reference Sequence (RefSeq): A curated non-redundant sequence database of genomes, transcripts and proteins. Nucleic Acids Res., 33, D501-D504.
    • (2005) Nucleic Acids Res , vol.33
    • Pruitt, K.D.1
  • 24
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • Rabiner,D. (1989) A tutorial on hidden Markov models and selected applications in speech recognition. Proc. IEEE, 77, 257-286.
    • (1989) Proc. IEEE , vol.77 , pp. 257-286
    • Rabiner, D.1
  • 25
    • 0032962457 scopus 로고    scopus 로고
    • Twilight zone of protein sequence alignments
    • Rost,B. (1999) Twilight zone of protein sequence alignments. Protein Eng., 12, 85-94.
    • (1999) Protein Eng , vol.12 , pp. 85-94
    • Rost, B.1
  • 26
    • 36749031067 scopus 로고    scopus 로고
    • Contact prediction using mutual information and neural nets
    • Shackelford,G. and Karplus,K. (2007) Contact prediction using mutual information and neural nets. Proteins, 69 (Suppl. 8), 159-164.
    • (2007) Proteins , vol.69 , Issue.SUPPL. 8 , pp. 159-164
    • Shackelford, G.1    Karplus, K.2
  • 27
    • 0028084754 scopus 로고
    • Can three-dimensional contacts in protein structures be predicted by analysis of correlated mutations?
    • Shindyalov,I.N. et al. (1994) Can three-dimensional contacts in protein structures be predicted by analysis of correlated mutations? Protein Eng., 7, 349-358.
    • (1994) Protein Eng , vol.7 , pp. 349-358
    • Shindyalov, I.N.1
  • 28
    • 3142764482 scopus 로고    scopus 로고
    • Development and large scale benchmark testing of the PROSPECTOR_3 threading algorithm
    • Skolnick,J. et al. (2004) Development and large scale benchmark testing of the PROSPECTOR_3 threading algorithm. Proteins, 56 502-518.
    • (2004) Proteins , vol.56 , pp. 502-518
    • Skolnick, J.1
  • 29
    • 0037315183 scopus 로고    scopus 로고
    • Of men and machines
    • Tramontano,A. (2003) Of men and machines. Nat. Struct. Biol., 10, 87-90.
    • (2003) Nat. Struct. Biol , vol.10 , pp. 87-90
    • Tramontano, A.1
  • 30
    • 84935113569 scopus 로고    scopus 로고
    • Viterbi,A.J. (1967) Error bounds for convolutional codes and an asymptotically optimal decoding algorithm. IEEE Trans. Inf. Theory IT 13, 10.
    • Viterbi,A.J. (1967) Error bounds for convolutional codes and an asymptotically optimal decoding algorithm. IEEE Trans. Inf. Theory IT 13, 10.
  • 31
    • 41349114023 scopus 로고    scopus 로고
    • A comprehensive assessment of sequence-based and template-based methods for protein contact prediction
    • Wu,S. and Zhang,Y. (2008) A comprehensive assessment of sequence-based and template-based methods for protein contact prediction. Bioinformatics, 24, 924-931.
    • (2008) Bioinformatics , vol.24 , pp. 924-931
    • Wu, S.1    Zhang, Y.2
  • 32
    • 33745610096 scopus 로고    scopus 로고
    • A two-stage approach for improved prediction of residue contact maps
    • Vullo,A. et al. (2006) A two-stage approach for improved prediction of residue contact maps. BMC Bioinformatics, 7, 180.
    • (2006) BMC Bioinformatics , vol.7 , pp. 180
    • Vullo, A.1
  • 33
    • 44949145113 scopus 로고    scopus 로고
    • Progress and challenges in protein structure prediction
    • Zhang,Y. (2008) Progress and challenges in protein structure prediction. Cure Opin. Struct. Biol., 18, 342-348.
    • (2008) Cure Opin. Struct. Biol , vol.18 , pp. 342-348
    • Zhang, Y.1
  • 34
    • 0041843696 scopus 로고    scopus 로고
    • TOUCHSTONE II: A new approach to ab initio protein structure prediction
    • Zhang,Y. et al. (2003) TOUCHSTONE II: A new approach to ab initio protein structure prediction. Biophys. J., 85, 1145-1164.
    • (2003) Biophys. J , vol.85 , pp. 1145-1164
    • Zhang, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.