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Volumn 7, Issue 9, 2012, Pages

Using Amino Acid Physicochemical Distance Transformation for Fast Protein Remote Homology Detection

Author keywords

[No Author keywords available]

Indexed keywords

AMINO ACID;

EID: 84867004398     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0046633     Document Type: Article
Times cited : (105)

References (49)
  • 1
    • 0742287001 scopus 로고    scopus 로고
    • Combining Pairwise Sequence Similarity and Support Vector Machines for Detecting Remote Protein Evolutionary and Structural Relationships
    • Liao L, Noble WS, (2003) Combining Pairwise Sequence Similarity and Support Vector Machines for Detecting Remote Protein Evolutionary and Structural Relationships. J Comput Biol 10: 857-868.
    • (2003) J Comput Biol , vol.10 , pp. 857-868
    • Liao, L.1    Noble, W.S.2
  • 2
    • 0019887799 scopus 로고
    • Identification of Common Molecular Subsequences
    • Smith TF, Waterman MS, (1981) Identification of Common Molecular Subsequences. J Mol Biol 147: 195-197.
    • (1981) J Mol Biol , vol.147 , pp. 195-197
    • Smith, T.F.1    Waterman, M.S.2
  • 3
    • 27144509358 scopus 로고    scopus 로고
    • Identifying remote protein homologs by network propagation
    • Noble WS, Kuang R, Leslie C, Weston J, (2005) Identifying remote protein homologs by network propagation. The FEBS journal 272: 5119-5128.
    • (2005) The FEBS Journal , vol.272 , pp. 5119-5128
    • Noble, W.S.1    Kuang, R.2    Leslie, C.3    Weston, J.4
  • 4
    • 42449114481 scopus 로고    scopus 로고
    • Distant homology detection using a LEngth and STructure-based sequence Alignment Tool (LESTAT)
    • Lee MM, Bundschuh R, Chan MK, (2007) Distant homology detection using a LEngth and STructure-based sequence Alignment Tool (LESTAT). Proteins 71: 1409-1419.
    • (2007) Proteins , vol.71 , pp. 1409-1419
    • Lee, M.M.1    Bundschuh, R.2    Chan, M.K.3
  • 5
    • 0032438987 scopus 로고    scopus 로고
    • Hidden Markov Models for Detecting Remote Protein Homologies
    • Karplus K, Barrett C, Hughey R, (1998) Hidden Markov Models for Detecting Remote Protein Homologies. Bioinformatics 14: 846-856.
    • (1998) Bioinformatics , vol.14 , pp. 846-856
    • Karplus, K.1    Barrett, C.2    Hughey, R.3
  • 6
    • 5044247759 scopus 로고    scopus 로고
    • Performance of an Iterated T-Hmm for Homology Detection
    • Qian B, Goldstein RA, (2004) Performance of an Iterated T-Hmm for Homology Detection. Bioinformatics 20: 2175-2180.
    • (2004) Bioinformatics , vol.20 , pp. 2175-2180
    • Qian, B.1    Goldstein, R.A.2
  • 8
    • 4444273377 scopus 로고    scopus 로고
    • Protein Homology Detection Using String Alignment Kernels
    • Saigo H, Vert JP, Ueda N, Akutsu T, (2004) Protein Homology Detection Using String Alignment Kernels. Bioinformatics 20: 1682-1689.
    • (2004) Bioinformatics , vol.20 , pp. 1682-1689
    • Saigo, H.1    Vert, J.P.2    Ueda, N.3    Akutsu, T.4
  • 9
    • 40749093745 scopus 로고    scopus 로고
    • SVM-HUSTLE-an iterative semi-supervised machine learning approach for pairwise protein remote homology detection
    • Shah AR, Oehmen CS, Webb-Robertson B-J, (2008) SVM-HUSTLE-an iterative semi-supervised machine learning approach for pairwise protein remote homology detection. Bioinformatics 4: 783-790.
    • (2008) Bioinformatics , vol.4 , pp. 783-790
    • Shah, A.R.1    Oehmen, C.S.2    Webb-Robertson, B.-J.3
  • 10
    • 46049106732 scopus 로고    scopus 로고
    • Word correlation matrices for protein sequence analysis and remote homology detection
    • Lingner T, Meinicke P, (2008) Word correlation matrices for protein sequence analysis and remote homology detection. BMC Bioinformatics 9: 259.
    • (2008) BMC Bioinformatics , vol.9 , pp. 259
    • Lingner, T.1    Meinicke, P.2
  • 12
    • 4944225083 scopus 로고    scopus 로고
    • Remote homology detection: A motif based approach
    • Ben-Hur A, Brutlag D (2003) Remote homology detection: A motif based approach. Bioinformatics (Suppl 1): i26-i33.
    • (2003) Bioinformatics , Issue.SUPPL. 1 , pp. 26-33
    • Ben-Hur, A.1    Brutlag, D.2
  • 13
    • 33846947543 scopus 로고    scopus 로고
    • Motif kernel generated by genetic programming improves remote homology and fold detection
    • Håndstad T, Hestnes AJ, Sætrom P, (2007) Motif kernel generated by genetic programming improves remote homology and fold detection. BMC Bioinformatics 8: 23.
    • (2007) BMC Bioinformatics , vol.8 , pp. 23
    • Håndstad, T.1    Hestnes, A.J.2    Sætrom, P.3
  • 14
    • 1542714925 scopus 로고    scopus 로고
    • Mismatch String Kernels for Discriminative Protein Classification
    • Leslie CS, Eskin E, Cohen A, Weston J, Noble WS, (2004) Mismatch String Kernels for Discriminative Protein Classification. Bioinformatics 20: 467-476.
    • (2004) Bioinformatics , vol.20 , pp. 467-476
    • Leslie, C.S.1    Eskin, E.2    Cohen, A.3    Weston, J.4    Noble, W.S.5
  • 15
    • 0344033670 scopus 로고    scopus 로고
    • Efficient Remote Homology Detection Using Local Structure
    • Hou Y, Hsu W, Lee ML, Bystroff C, (2003) Efficient Remote Homology Detection Using Local Structure. Bioinformatics 19: 2294-2301.
    • (2003) Bioinformatics , vol.19 , pp. 2294-2301
    • Hou, Y.1    Hsu, W.2    Lee, M.L.3    Bystroff, C.4
  • 16
    • 33845467978 scopus 로고    scopus 로고
    • A discriminative method for remote homology detection based on n-peptide compositions with reduced amino acid alphabets
    • Ogul H, Mumcuoglu EU, (2007) A discriminative method for remote homology detection based on n-peptide compositions with reduced amino acid alphabets. BioSystems 87: 75-81.
    • (2007) BioSystems , vol.87 , pp. 75-81
    • Ogul, H.1    Mumcuoglu, E.U.2
  • 20
    • 32144458563 scopus 로고    scopus 로고
    • Application of Latent Semantic Analysis to Protein Remote Homology Detection
    • Dong QW, Wang XL, Lin L, (2006) Application of Latent Semantic Analysis to Protein Remote Homology Detection. Bioinformatics 22: 285-290.
    • (2006) Bioinformatics , vol.22 , pp. 285-290
    • Dong, Q.W.1    Wang, X.L.2    Lin, L.3
  • 21
    • 28444492998 scopus 로고    scopus 로고
    • Profile-based direct kernels for remote homology detection and fold recognition
    • Rangwala H, Karypis G, (2005) Profile-based direct kernels for remote homology detection and fold recognition. Bioinformatics 21: 4239-4247.
    • (2005) Bioinformatics , vol.21 , pp. 4239-4247
    • Rangwala, H.1    Karypis, G.2
  • 22
    • 22544448378 scopus 로고    scopus 로고
    • Profile-based string kernels for remote homology detection and motif extraction J Bioinform Comput Biol
    • Kuang R, Ie E, Wang K, Wang K, Siddiqi M, et al. (2005) Profile-based string kernels for remote homology detection and motif extraction J Bioinform Comput Biol. 3: 527-550.
    • (2005) , vol.3 , pp. 527-550
    • Kuang, R.1    Ie, E.2    Wang, K.3    Wang, K.4    Siddiqi, M.5
  • 23
    • 58149345703 scopus 로고    scopus 로고
    • A discriminative method for protein remote homology detection and fold recognition combining Top-n-grams and latent semantic analysis
    • Liu B, Wang X, Lin L, Dong Q, Wang X, (2008) A discriminative method for protein remote homology detection and fold recognition combining Top-n-grams and latent semantic analysis. BMC Bioinformatics 9: 510.
    • (2008) BMC Bioinformatics , vol.9 , pp. 510
    • Liu, B.1    Wang, X.2    Lin, L.3    Dong, Q.4    Wang, X.5
  • 24
    • 79953093817 scopus 로고    scopus 로고
    • A discriminative method for family-based protein remote homology detection that combines inductive logic programming and propositional models
    • Bernardes JS, Carbone A, Zaverucha G, (2011) A discriminative method for family-based protein remote homology detection that combines inductive logic programming and propositional models. BMC Bioinformatics 12: 83.
    • (2011) BMC Bioinformatics , vol.12 , pp. 83
    • Bernardes, J.S.1    Carbone, A.2    Zaverucha, G.3
  • 25
    • 79960641918 scopus 로고    scopus 로고
    • Protein remotehomologydetectionbasedonauto-cross covariance transformation
    • Liu X, Zhao L, Dong Q, (2011) Protein remotehomologydetectionbasedonauto-cross covariance transformation. Computers in Biology and Medicine 41: 640-647.
    • (2011) Computers in Biology and Medicine , vol.41 , pp. 640-647
    • Liu, X.1    Zhao, L.2    Dong, Q.3
  • 26
    • 16344373015 scopus 로고    scopus 로고
    • Protein homology detection by HMM-HMM comparison
    • Söding J, (2005) Protein homology detection by HMM-HMM comparison. Bioinformatics 21: 951-960.
    • (2005) Bioinformatics , vol.21 , pp. 951-960
    • Söding, J.1
  • 28
    • 67849119587 scopus 로고    scopus 로고
    • COMPASS server for homology detection: improved statistical accuracy, speed and functionality
    • Sadreyev RI, Tang M, Kim B-H, Grishin NV, (2009) COMPASS server for homology detection: improved statistical accuracy, speed and functionality. Nucleic Acids Res 37: W90-W94.
    • (2009) Nucleic Acids Res , vol.37
    • Sadreyev, R.I.1    Tang, M.2    Kim, B.-H.3    Grishin, N.V.4
  • 29
    • 77955060768 scopus 로고    scopus 로고
    • COMA server for protein distant homology search
    • Margelevicius M, Venclovas MLC, (2010) COMA server for protein distant homology search. Bioinformatics 26: 1905-1906.
    • (2010) Bioinformatics , vol.26 , pp. 1905-1906
    • Margelevicius, M.1    Venclovas, M.L.C.2
  • 30
    • 63849246525 scopus 로고    scopus 로고
    • Protein structure prediction on the Web: a case study using the Phyre server
    • Kelley LA, Sternberg MJ, (2009) Protein structure prediction on the Web: a case study using the Phyre server. Nat Protoc 4: 363-371.
    • (2009) Nat Protoc , vol.4 , pp. 363-371
    • Kelley, L.A.1    Sternberg, M.J.2
  • 31
    • 67649887151 scopus 로고    scopus 로고
    • pGenTHREADER and pDomTHREADER: new methods for improved protein fold recognition and superfamily discrimination
    • Lobley A, Sadowski MI, Jones DT, (2009) pGenTHREADER and pDomTHREADER: new methods for improved protein fold recognition and superfamily discrimination. Bioinformatics 25: 1761-1767.
    • (2009) Bioinformatics , vol.25 , pp. 1761-1767
    • Lobley, A.1    Sadowski, M.I.2    Jones, D.T.3
  • 32
    • 1542609543 scopus 로고    scopus 로고
    • FORTE: a profile-profile comparison tool for protein fold recognition
    • Tomii K, Akiyama Y, (2004) FORTE: a profile-profile comparison tool for protein fold recognition. Bioinformatics 20: 594-595.
    • (2004) Bioinformatics , vol.20 , pp. 594-595
    • Tomii, K.1    Akiyama, Y.2
  • 33
    • 67849111568 scopus 로고    scopus 로고
    • webPRC: the Profile Comparer for alignment-based searching of public domain databases
    • Brandt BW, Heringa J, (2009) webPRC: the Profile Comparer for alignment-based searching of public domain databases. Nucleic Acids Res 37: W48-W52.
    • (2009) Nucleic Acids Res , vol.37
    • Brandt, B.W.1    Heringa, J.2
  • 34
    • 33748682730 scopus 로고    scopus 로고
    • Remote homology detection based on oligomer distances
    • Lingner T, Meinicke P, (2006) Remote homology detection based on oligomer distances. Bioinformatics 22: 2224-2231.
    • (2006) Bioinformatics , vol.22 , pp. 2224-2231
    • Lingner, T.1    Meinicke, P.2
  • 35
    • 70349985248 scopus 로고    scopus 로고
    • A new taxonomy-based protein fold recognition approach based on autocross-covariance transformation
    • Dong Q, Zhou S, Guan J, (2009) A new taxonomy-based protein fold recognition approach based on autocross-covariance transformation. Bioinformatics 25: 2655-2662.
    • (2009) Bioinformatics , vol.25 , pp. 2655-2662
    • Dong, Q.1    Zhou, S.2    Guan, J.3
  • 36
    • 6344261961 scopus 로고    scopus 로고
    • Remote homolog detection using local sequence-structure correlations
    • Hou Y, Hsu W, Lee L, Bystroff C, (2004) Remote homolog detection using local sequence-structure correlations. Proteins 57: 518-530.
    • (2004) Proteins , vol.57 , pp. 518-530
    • Hou, Y.1    Hsu, W.2    Lee, L.3    Bystroff, C.4
  • 37
    • 41949092513 scopus 로고    scopus 로고
    • Remote protein homology detection using recurrence quantification analysis and amino acid physicochemical properties
    • Yang Y, Tantoso E, Li K-B, (2008) Remote protein homology detection using recurrence quantification analysis and amino acid physicochemical properties. Journal of Theoretical Biology 252: 145-154.
    • (2008) Journal of Theoretical Biology , vol.252 , pp. 145-154
    • Yang, Y.1    Tantoso, E.2    Li, K.-B.3
  • 38
    • 8444248846 scopus 로고    scopus 로고
    • Weightedsupport vector machines for predicting membrane protein types based on pseudo-amino acid composition
    • Wang M, Yang J, Liu GP, Xu ZJ, Chou KC, (2004) Weightedsupport vector machines for predicting membrane protein types based on pseudo-amino acid composition. Protein Eng Des Sel 17: 509-516.
    • (2004) Protein Eng Des Sel , vol.17 , pp. 509-516
    • Wang, M.1    Yang, J.2    Liu, G.P.3    Xu, Z.J.4    Chou, K.C.5
  • 39
    • 33747182577 scopus 로고    scopus 로고
    • Classifier ensembles for protein structural class prediction with varying homology
    • Kedarisetti KD, Kurgan L, Dick S, (2006) Classifier ensembles for protein structural class prediction with varying homology. Biochem Biophys Res Commun 348: 981-988.
    • (2006) Biochem Biophys Res Commun , vol.348 , pp. 981-988
    • Kedarisetti, K.D.1    Kurgan, L.2    Dick, S.3
  • 40
    • 34247094836 scopus 로고    scopus 로고
    • Prediction of protein structural class for the twilight zone sequences
    • Kurgan L, Chen K, (2007) Prediction of protein structural class for the twilight zone sequences. Biochem Biophys Res Commun 357: 453-460.
    • (2007) Biochem Biophys Res Commun , vol.357 , pp. 453-460
    • Kurgan, L.1    Chen, K.2
  • 41
    • 35448954064 scopus 로고    scopus 로고
    • Prediction of protein secondary structure content for the twilight zone sequences
    • Homaeian L, Kurgan LA, Ruan J, Cios KJ, Chen K, (2007) Prediction of protein secondary structure content for the twilight zone sequences. Proteins 69: 486-498.
    • (2007) Proteins , vol.69 , pp. 486-498
    • Homaeian, L.1    Kurgan, L.A.2    Ruan, J.3    Cios, K.J.4    Chen, K.5
  • 42
    • 0034874330 scopus 로고    scopus 로고
    • Accurate prediction of protein secondary structural content
    • Lin Z, Pan XM, (2001) Accurate prediction of protein secondary structural content. J Protein Chem 20: 217-220.
    • (2001) J Protein Chem , vol.20 , pp. 217-220
    • Lin, Z.1    Pan, X.M.2
  • 44
    • 77952309493 scopus 로고    scopus 로고
    • Physicochemical property distributions for accurate and rapid pairwise protein homology detection
    • Webb-Robertson B-JM, Ratuiste KG, Oehmen CS, (2010) Physicochemical property distributions for accurate and rapid pairwise protein homology detection. BMC Bioinformatics 11: 145.
    • (2010) BMC Bioinformatics , vol.11 , pp. 145
    • Webb-Robertson, B.-J.M.1    Ratuiste, K.G.2    Oehmen, C.S.3
  • 45
    • 0033435204 scopus 로고    scopus 로고
    • Detection of protein fold similarity based on correlation of amino acid properties
    • Grigoriev IV, Kim S-H, (1999) Detection of protein fold similarity based on correlation of amino acid properties. Proc Natl Acad Sci U S A 96: 14318-14323.
    • (1999) Proc Natl Acad Sci U S A , vol.96 , pp. 14318-14323
    • Grigoriev, I.V.1    Kim, S.-H.2
  • 46
    • 34547871261 scopus 로고    scopus 로고
    • Fast model-based protein homology detection without alignment
    • Hochreiter S, Heusel M, Obermayer K, (2007) Fast model-based protein homology detection without alignment. Bioinformatics 23: 1728-1736.
    • (2007) Bioinformatics , vol.23 , pp. 1728-1736
    • Hochreiter, S.1    Heusel, M.2    Obermayer, K.3
  • 47
    • 0033977581 scopus 로고    scopus 로고
    • The ASTRAL compendium for sequence and structure analysis
    • Brenner SE, Koehl P, Levitt M, (2000) The ASTRAL compendium for sequence and structure analysis. Nucleic Acids Res 28: 254-256.
    • (2000) Nucleic Acids Res , vol.28 , pp. 254-256
    • Brenner, S.E.1    Koehl, P.2    Levitt, M.3
  • 48
    • 0030801002 scopus 로고    scopus 로고
    • Gapped Blast and Psi-Blast: A New Generation of Protein Database Search Programs
    • Altschul SF, Madden TL, Schaffer AA, Zhang J, Zhang Z, 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    Madden, T.L.2    Schaffer, A.A.3    Zhang, J.4    Zhang, Z.5
  • 49
    • 0001969211 scopus 로고    scopus 로고
    • Use of Receiver Operating Characteristic (Roc) Analysis to Evaluate Sequence Matching
    • Gribskov M, Robinson NL, (1996) Use of Receiver Operating Characteristic (Roc) Analysis to Evaluate Sequence Matching. Comput Chem 20: 25-33.
    • (1996) Comput Chem , vol.20 , pp. 25-33
    • Gribskov, M.1    Robinson, N.L.2


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