메뉴 건너뛰기




Volumn 51, Issue 11, 2011, Pages 3017-3025

String kernels and high-quality data set for improved prediction of kinked helices in α-helical membrane proteins

Author keywords

[No Author keywords available]

Indexed keywords

AMINO ACIDS; FORECASTING; SUPPORT VECTOR MACHINES;

EID: 82355168443     PISSN: 15499596     EISSN: 1549960X     Source Type: Journal    
DOI: 10.1021/ci200278w     Document Type: Article
Times cited : (13)

References (35)
  • 1
    • 0027199670 scopus 로고
    • Protein secondary structure prediction using nearest-neighbor methods
    • DOI 10.1006/jmbi.1993.1464
    • Yi, T. M.; Lander, E. S. Protein secondary structure prediction using nearest-neighbor methods J. Mol. Biol. 1993, 232, 1117-1129 (Pubitemid 23276425)
    • (1993) Journal of Molecular Biology , vol.232 , Issue.4 , pp. 1117-1129
    • Yi, T.-M.1    Lander, E.S.2
  • 2
    • 0031585987 scopus 로고    scopus 로고
    • Protein secondary structure prediction using local alignments
    • DOI 10.1006/jmbi.1997.0958
    • Salamov, A. A.; Solovyev, V. V. Protein secondary structure prediction using local alignments J. Mol. Biol. 1997, 268, 31-36 (Pubitemid 27192676)
    • (1997) Journal of Molecular Biology , vol.268 , Issue.1 , pp. 31-36
    • Salamov, A.A.1    Solovyev, V.V.2
  • 3
    • 0023803244 scopus 로고
    • Predicting the secondary structure of globular proteins using neural network models
    • Qian, N.; Sejnowski, T. J. Predicting the secondary structure of globular proteins using neural network models J. Mol. Biol. 1988, 202, 865-884
    • (1988) J. Mol. Biol. , vol.202 , pp. 865-884
    • Qian, N.1    Sejnowski, T.J.2
  • 4
    • 0034786532 scopus 로고    scopus 로고
    • The HMMTOP transmembrane topology prediction server
    • Tusnády, G. E.; Simon, I. The HMMTOP transmembrane topology prediction server Bioinformatics 2001, 17, 849-850 (Pubitemid 32970487)
    • (2001) Bioinformatics , vol.17 , Issue.9 , pp. 849-850
    • Tusnady, G.E.1    Simon, I.2
  • 5
    • 0141593924 scopus 로고    scopus 로고
    • Protein secondary structure prediction based on an improved support vector machines approach
    • Kim, H.; Park, H. Protein secondary structure prediction based on an improved support vector machines approach Protein Eng. 2003, 16, 553-560 (Pubitemid 37139706)
    • (2003) Protein Engineering , vol.16 , Issue.8 , pp. 553-560
    • Kim, H.1    Park, H.2
  • 6
    • 33846249595 scopus 로고    scopus 로고
    • MUPRED: A tool for bridging the gap between template based methods and sequence profile based methods for protein secondary structure prediction
    • DOI 10.1002/prot.21177
    • Bondugula, R.; Xu, D. MUPRED: a tool for bridging the gap between template based methods and sequence profile based methods for protein secondary structure prediction Proteins 2007, 66, 664-670 (Pubitemid 46106770)
    • (2007) Proteins: Structure, Function and Genetics , vol.66 , Issue.3 , pp. 664-670
    • Bondugula, R.1    Xu, D.2
  • 7
    • 77952748293 scopus 로고    scopus 로고
    • Protein secondary structure prediction. Meth
    • Pirovano, W.; Heringa, J. Protein secondary structure prediction. Meth Mol. Biol. 2010, 609, 327-348
    • (2010) Mol. Biol. , vol.609 , pp. 327-348
    • Pirovano, W.1    Heringa, J.2
  • 9
    • 0041660896 scopus 로고    scopus 로고
    • Structural details (kinks and non-α conformations) in transmembrane helices are intrahelically determined and can be predicted by sequence pattern descriptors
    • DOI 10.1093/nar/gkg639
    • Rigoutsos, I.; Riek, P.; Graham, R. M.; Novotny, J. Structural details (kinks and non-alpha conformations) in transmembrane helices are intrahelically determined and can be predicted by sequence pattern descriptors Nucleic Acids Res. 2003, 31, 4625-4631 (Pubitemid 37441822)
    • (2003) Nucleic Acids Research , vol.31 , Issue.15 , pp. 4625-4631
    • Rigoutsos, I.1    Riek, P.2    Graham, R.M.3    Novotny, J.4
  • 10
    • 67349266230 scopus 로고    scopus 로고
    • Position of helical kinks in membrane protein crystal structures and the accuracy of computational prediction
    • Hall, S. E.; Roberts, K.; Vaidehi, N. Position of helical kinks in membrane protein crystal structures and the accuracy of computational prediction J. Mol. Graph. Modell. 2009, 27, 944-950
    • (2009) J. Mol. Graph. Modell. , vol.27 , pp. 944-950
    • Hall, S.E.1    Roberts, K.2    Vaidehi, N.3
  • 11
    • 79959336987 scopus 로고    scopus 로고
    • TMKink: A method to predict transmembrane helix kinks
    • Meruelo, A. D.; Samish, I.; Bowie, J. U. TMKink: A method to predict transmembrane helix kinks Protein Sci. 2011, 20, 1256-1264
    • (2011) Protein Sci. , vol.20 , pp. 1256-1264
    • Meruelo, A.D.1    Samish, I.2    Bowie, J.U.3
  • 12
    • 78650702465 scopus 로고    scopus 로고
    • Improved helix and kink characterization in membrane proteins allows evaluation of kink sequence predictors
    • Langelaan, D. N.; Wieczorek, M.; Blouin, C.; Rainey, J. K. Improved helix and kink characterization in membrane proteins allows evaluation of kink sequence predictors J. Chem. Inf. Model. 2010, 50, 2213-2220
    • (2010) J. Chem. Inf. Model. , vol.50 , pp. 2213-2220
    • Langelaan, D.N.1    Wieczorek, M.2    Blouin, C.3    Rainey, J.K.4
  • 13
    • 0035109170 scopus 로고    scopus 로고
    • MPtopo: A database of membrane protein topology
    • DOI 10.1110/ps.43501
    • Jayasinghe, S.; Hristova, K.; White, S. H. MPtopo: A database of membrane protein topology Protein Sci. 2001, 10, 455-458 (Pubitemid 32225666)
    • (2001) Protein Science , vol.10 , Issue.2 , pp. 455-458
    • Jayasinghe, S.1    Hristova, K.2    White, S.H.3
  • 14
    • 23144438711 scopus 로고    scopus 로고
    • PISCES: Recent improvements to a PDB sequence culling server
    • Wang, G.; Dunbrack, R. L. PISCES: recent improvements to a PDB sequence culling server Nucleic Acids Res. 2005, 33, 94-98
    • (2005) Nucleic Acids Res. , vol.33 , pp. 94-98
    • Wang, G.1    Dunbrack, R.L.2
  • 15
  • 16
    • 16344362822 scopus 로고    scopus 로고
    • TMDET: Web server for detecting transmembrane regions of proteins by using their 3D coordinates
    • DOI 10.1093/bioinformatics/bti121
    • Tusnády, G. E.; Dosztányi, Z.; Simon, I. TMDET: web server for detecting transmembrane regions of proteins by using their 3D coordinates Bioinformatics 2005, 21, 1276-1277 (Pubitemid 40467959)
    • (2005) Bioinformatics , vol.21 , Issue.7 , pp. 1276-1277
    • Tusnady, G.E.1    Dosztanyi, Z.2    Simon, I.3
  • 17
    • 0035895421 scopus 로고    scopus 로고
    • Non-α-helical elements modulate polytopic membrane protein architecture
    • DOI 10.1006/jmbi.2000.4402
    • Riek, R. P.; Rigoutsos, I.; Novotny, J.; Graham, R. M. Non-alpha-helical elements modulate polytopic membrane protein architecture J. Mol. Biol. 2001, 306, 349-362 (Pubitemid 33032884)
    • (2001) Journal of Molecular Biology , vol.306 , Issue.2 , pp. 349-362
    • Riek, R.P.1    Rigoutsos, I.2    Novotny, J.3    Graham, R.M.4
  • 18
    • 0000325341 scopus 로고
    • On lines and planes of closest fit to systems of points in space
    • Pearson, K. On lines and planes of closest fit to systems of points in space Philos. Mag. 1901, 2 (6) 559-572
    • (1901) Philos. Mag. , vol.2 , Issue.6 , pp. 559-572
    • Pearson, K.1
  • 20
    • 79958185452 scopus 로고    scopus 로고
    • MDAnalysis: A toolkit for the analysis of molecular dynamics simulations
    • Michaud-Agrawal, N.; Denning, E. J.; Woolf, T. B.; Beckstein, O. MDAnalysis: A toolkit for the analysis of molecular dynamics simulations J. Comput. Chem. 2011, 10, 2319-2327
    • (2011) J. Comput. Chem. , vol.10 , pp. 2319-2327
    • Michaud-Agrawal, N.1    Denning, E.J.2    Woolf, T.B.3    Beckstein, O.4
  • 21
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes, C.; Vapnik, V. Support-vector networks Machine Learning 1995, 20, 273-297
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 22
    • 33645793799 scopus 로고    scopus 로고
    • Structure modeling of all identified G protein-coupled receptors in the human genome
    • Zhang, Y.; DeVries, M. E.; Skolnick, J. Structure modeling of all identified G protein-coupled receptors in the human genome PLoS Comput. Biol. 2006, 2, 88-99
    • (2006) PLoS Comput. Biol. , vol.2 , pp. 88-99
    • Zhang, Y.1    Devries, M.E.2    Skolnick, J.3
  • 23
    • 34250170451 scopus 로고    scopus 로고
    • Protein topology classification using two-stage support vector machines
    • Gubbi, J.; Shilton, A.; Parker, M.; Palaniswami, M. Protein topology classification using two-stage support vector machines Genome Inf. 2006, 17, 259-269
    • (2006) Genome Inf. , vol.17 , pp. 259-269
    • Gubbi, J.1    Shilton, A.2    Parker, M.3    Palaniswami, M.4
  • 24
    • 0036358995 scopus 로고    scopus 로고
    • The spectrum kernel: A string kernel for SVM protein classification
    • Leslie, C.; Eskin, E.; Noble, W. S. The spectrum kernel: a string kernel for SVM protein classification Pac. Symp. Biocomput. 2002, 564-575
    • (2002) Pac. Symp. Biocomput. , pp. 564-575
    • Leslie, C.1    Eskin, E.2    Noble, W.S.3
  • 25
    • 1542714925 scopus 로고    scopus 로고
    • Mismatch string kernels for discriminative protein classification
    • DOI 10.1093/bioinformatics/btg431
    • Leslie, C. S.; Eskin, E.; Cohen, A.; Weston, J.; Noble, W. S. Mismatch string kernels for discriminative protein classification Bioinformatics 2004, 20, 467-476 (Pubitemid 38344326)
    • (2004) Bioinformatics , vol.20 , Issue.4 , pp. 467-476
    • Leslie, C.S.1    Eskin, E.2    Cohen, A.3    Weston, J.4    Noble, W.S.5
  • 26
    • 0142148183 scopus 로고    scopus 로고
    • Application of support vector machines for T-cell epitopes prediction
    • DOI 10.1093/bioinformatics/btg255
    • Zhao, Y.; Pinilla, C.; Valmori, D.; Martin, R.; Simon, R. Application of support vector machines for T-cell epitopes prediction Bioinformatics 2003, 19, 1978-1984 (Pubitemid 37322343)
    • (2003) Bioinformatics , vol.19 , Issue.15 , pp. 1978-1984
    • Zhao, Y.1    Pinilla, C.2    Valmori, D.3    Martin, R.4    Simon, R.5
  • 28
    • 4444273377 scopus 로고    scopus 로고
    • Protein homology detection using string alignment kernels
    • DOI 10.1093/bioinformatics/bth141
    • Saigo, H.; Vert, J. P.; Ueda, N.; Akutsu, T. Protein homology detection using string alignment kernels Bioinformatics 2004, 20, 1682-1689 (Pubitemid 39162045)
    • (2004) Bioinformatics , vol.20 , Issue.11 , pp. 1682-1689
    • Saigo, H.1    Vert, J.-P.2    Ueda, N.3    Akutsu, T.4
  • 29
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A Library for Support Vector Machines
    • Chang, C.-c.; Lin, C.-J. LIBSVM: a Library for Support Vector Machines ACM Trans. Sys. Tech. 2011, 27, 1-27
    • (2011) ACM Trans. Sys. Tech. , vol.27 , pp. 1-27
    • Chang, C.-C.1    Lin, C.-J.2
  • 33
    • 1842607847 scopus 로고    scopus 로고
    • Institute for Statistics and Mathematics, Vienna University of Economics and Business: Vienna, Austria, (accessed 2008).
    • Gentleman, R.; Ihaka, R. R: A Language and Environment for Statistical Computing; Institute for Statistics and Mathematics, Vienna University of Economics and Business: Vienna, Austria, 2011; http://www.R-project.org, (accessed 2008).
    • (2011) R: A Language and Environment for Statistical Computing
    • Gentleman, R.1    Ihaka, R.2
  • 34
    • 0025782832 scopus 로고
    • Proline kinks in transmembrane alpha-helices
    • von Heijne, G. Proline kinks in transmembrane alpha-helices J. Mol. Biol. 1991, 218, 499-503
    • (1991) J. Mol. Biol. , vol.218 , pp. 499-503
    • Von Heijne, G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.