메뉴 건너뛰기




Volumn 8, Issue 2, 2011, Pages 441-451

Discriminative motif finding for predicting protein subcellular localization

Author keywords

discriminative motif finding; Hidden Markov models; maximal mutual information estimate; protein localization

Indexed keywords

ANNOTATION ERRORS; BENCHMARK DATA; DATA SETS; DISCRIMINATIVE APPROACH; DISCRIMINATIVE MOTIFS; HIERARCHICAL STRUCTURES; MAXIMAL MUTUAL INFORMATION ESTIMATE; NOVEL METHODS; PROTEIN LOCALIZATION; PROTEIN SEQUENCES; PROTEIN SORTING; PROTEIN SUBCELLULAR LOCALIZATION; PROTEIN TARGETING; PUBLIC DATABASE; SOFTWARE IMPLEMENTATION; SUBCELLULAR LOCATION; YEAST PROTEINS;

EID: 79551656246     PISSN: 15455963     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCBB.2009.82     Document Type: Article
Times cited : (33)

References (46)
  • 1
    • 1042278767 scopus 로고    scopus 로고
    • Nuclear transport and cancer: From mechanism to intervention
    • Feb.
    • T.R. Kau, J.C. Way, and P.A. Silver, "Nuclear Transport and Cancer: From Mechanism to Intervention," Nature Rev. Cancer, vol. 4, no. 2, pp. 106-117, Feb. 2004.
    • (2004) Nature Rev. Cancer , vol.4 , Issue.2 , pp. 106-117
    • Kau, T.R.1    Way, J.C.2    Silver, P.A.3
  • 2
    • 14544272335 scopus 로고    scopus 로고
    • Regulation of nuclear transport: Central role in development and transformation?
    • Mar.
    • I.K.H. Poon and D.A. Jans, "Regulation of Nuclear Transport: Central Role in Development and Transformation?" Traffic, vol. 6, no. 3, pp. 173-186, Mar. 2005.
    • (2005) Traffic , vol.6 , Issue.3 , pp. 173-186
    • Poon, I.K.H.1    Jans, D.A.2
  • 3
    • 60649097712 scopus 로고    scopus 로고
    • Evolution of organelle-associated protein profiling
    • Dec.
    • W. Yan, R. Aebersold, and E.W. Raines, "Evolution of Organelle-Associated Protein Profiling," J. Proteomics, vol. 72, no. 1, pp. 4-11, Dec. 2008.
    • (2008) J. Proteomics , vol.72 , Issue.1 , pp. 4-11
    • Yan, W.1    Aebersold, R.2    Raines, E.W.3
  • 5
    • 6344222240 scopus 로고    scopus 로고
    • High-content screening microscopy identifies novel proteins with a putative role in secretory membrane traffic
    • Oct.
    • V. Starkuviene, U. Liebel, J.C. Simpson, H. Erfle, A. Poustka, S. Wiemann, and R. Pepperkok, "High-Content Screening Microscopy Identifies Novel Proteins with a Putative Role in Secretory Membrane Traffic," Genome Research, vol. 14, no. 10A, pp. 1948-1956, Oct. 2004.
    • (2004) Genome Research , vol.14 A , Issue.10 , pp. 1948-1956
    • Starkuviene, V.1    Liebel, U.2    Simpson, J.C.3    Erfle, H.4    Poustka, A.5    Wiemann, S.6    Pepperkok, R.7
  • 7
    • 34249666037 scopus 로고    scopus 로고
    • Large-scale automated analysis of location patterns in randomly tagged 3t3 cells
    • June
    • E.G. Osuna, J. Hua, N.W. Bateman, T. Zhao, P.B. Berget, and R.F. Murphy, "Large-Scale Automated Analysis of Location Patterns in Randomly Tagged 3T3 Cells," Annals of Biomedical Eng., vol. 35, no. 6, pp. 1081-1087, June 2007.
    • (2007) Annals of Biomedical Eng. , vol.35 , Issue.6 , pp. 1081-1087
    • Osuna, E.G.1    Hua, J.2    Bateman, N.W.3    Zhao, T.4    Berget, P.B.5    Murphy, R.F.6
  • 9
    • 0034697980 scopus 로고    scopus 로고
    • Predicting subcellular localization of proteins based on their n-terminal amino acid sequence
    • July
    • O. Emanuelsson, H. Nielsen, S. Brunak, and G. von Heijne, "Predicting Subcellular Localization of Proteins Based on Their N-Terminal Amino Acid Sequence," J. Molecular Biology, vol. 300, no. 4, pp. 1005-1016, July 2000.
    • (2000) J. Molecular Biology , vol.300 , Issue.4 , pp. 1005-1016
    • Emanuelsson, O.1    Nielsen, H.2    Brunak, S.3    Von Heijne, G.4
  • 10
    • 16244398103 scopus 로고    scopus 로고
    • Mimicking cellular sorting improves prediction of subcellular localization
    • Apr.
    • R. Nair and B. Rost, "Mimicking Cellular Sorting Improves Prediction of Subcellular Localization," J. Molecular Biology, vol. 348, no. 1, pp. 85-100, Apr. 2005.
    • (2005) J. Molecular Biology , vol.348 , Issue.1 , pp. 85-100
    • Nair, R.1    Rost, B.2
  • 12
    • 37249058502 scopus 로고    scopus 로고
    • Support vector machine-based method for predicting subcellular localization of myco-bacterial proteins using evolutionary information and motifs
    • article no. 337
    • M. Rashid, S. Saha, and G.P. Raghava, "Support Vector Machine-Based Method for Predicting Subcellular Localization of Myco-bacterial Proteins Using Evolutionary Information and Motifs," BMC Bioinformatics, vol. 8, article no. 337, 2007.
    • (2007) BMC Bioinformatics , vol.8
    • Rashid, M.1    Saha, S.2    Raghava, G.P.3
  • 13
    • 0036187913 scopus 로고    scopus 로고
    • Extensive feature detection of n-terminal protein sorting signals
    • Feb.
    • H. Bannai, Y. Tamada, O. Maruyama, K. Nakai, and S. Miyano, "Extensive Feature Detection of n-Terminal Protein Sorting Signals," Bioinformatics, vol. 18, no. 2, pp. 298-305, Feb. 2002.
    • (2002) Bioinformatics , vol.18 , Issue.2 , pp. 298-305
    • Bannai, H.1    Tamada, Y.2    Maruyama, O.3    Nakai, K.4    Miyano, S.5
  • 15
    • 33747823564 scopus 로고    scopus 로고
    • MEME: Discovering and analyzing dna and protein sequence motifs
    • Web server issue July
    • T.L. Bailey, N. Williams, C. Misleh, and W.W. Li, "MEME: Discovering and Analyzing DNA and Protein Sequence Motifs," Nucleic Acids Research, vol. 34, Web server issue, pp. W369-W373, July 2006.
    • (2006) Nucleic Acids Research , vol.34
    • Bailey, T.L.1    Williams, N.2    Misleh, C.3    Li, W.W.4
  • 16
    • 0031743421 scopus 로고    scopus 로고
    • Profile hidden markov models
    • S.R. Eddy, "Profile Hidden Markov Models," Bioinformatics, vol. 14, no. 9, pp. 755-763, 1998.
    • (1998) Bioinformatics , vol.14 , Issue.9 , pp. 755-763
    • Eddy, S.R.1
  • 18
    • 0024077328 scopus 로고
    • The nucleoplasmin nuclear location sequence is larger and more complex than that of sv-40 large t antigen
    • Sept.
    • C. Dingwall, J. Robbins, S.M. Dilworth, B. Roberts, and W.D. Richardson, "The Nucleoplasmin Nuclear Location Sequence Is Larger and More Complex Than that of sv-40 Large t Antigen," J. Cell Biology, vol. 107, no. 3, pp. 841-849, Sept. 1988.
    • (1988) J. Cell Biology , vol.107 , Issue.3 , pp. 841-849
    • Dingwall, C.1    Robbins, J.2    Dilworth, S.M.3    Roberts, B.4    Richardson, W.D.5
  • 19
    • 34548309426 scopus 로고    scopus 로고
    • Falcipain cysteine proteases require bipartite motifs for trafficking to the plasmodium falciparum food vacuole
    • Aug.
    • S. Subramanian, P.S. Sijwali, and P.J. Rosenthal, "Falcipain Cysteine Proteases Require Bipartite Motifs for Trafficking to the Plasmodium Falciparum Food Vacuole," J. Biological Chemistry, vol. 282, no. 34, pp. 24961-24969, Aug. 2007.
    • (2007) J. Biological Chemistry , vol.282 , Issue.34 , pp. 24961-24969
    • Subramanian, S.1    Sijwali, P.S.2    Rosenthal, P.J.3
  • 20
    • 41149162675 scopus 로고    scopus 로고
    • NestedMICA as an ab initio protein motif discovery tool
    • article no. 19
    • M. Doruel, T.A. Down, and T.J. Hubbard, "NestedMICA as an Ab Initio Protein Motif Discovery Tool," BMC Bioinformatics, vol. 9, article no. 19, 2008.
    • (2008) BMC Bioinformatics , vol.9
    • Doruel, M.1    Down, T.A.2    Hubbard, T.J.3
  • 21
    • 2442446708 scopus 로고    scopus 로고
    • Genome-wide discovery of transcriptional modules from dna sequence and gene expression
    • E. Segal, R. Yelensky, and D. Koller, "Genome-Wide Discovery of Transcriptional Modules from DNA Sequence and Gene Expression," Bioinformatics, vol. 19, suppl. 1, pp. i273-i282, 2003.
    • (2003) Bioinformatics , vol.19 , Issue.SUPPL.1
    • Segal, E.1    Yelensky, R.2    Koller, D.3
  • 22
    • 33747885942 scopus 로고    scopus 로고
    • On counting position weight matrix matches in a sequence, with application to discriminative motif finding
    • July
    • S. Sinha, "On Counting Position Weight Matrix Matches in a Sequence, with Application to Discriminative Motif Finding," Bioinformatics, vol. 22, no. 14, pp. e454-e463, July 2006.
    • (2006) Bioinformatics , vol.22 , Issue.14
    • Sinha, S.1
  • 23
    • 84860506529 scopus 로고    scopus 로고
    • Mining ChIP-chip data for transcription factor and cofactor binding sites
    • DOI 10.1093/bioinformatics/bti1043
    • A.D. Smith, P. Sumazin, D. Das, and M.Q. Zhang, "Mining ChIP-Chip Data for Transcription Factor and Cofactor Binding Sites," Bioinformatics, vol. 21, suppl. 1, pp. i403-i412, June 2005. (Pubitemid 41794514)
    • (2005) Bioinformatics , vol.21 , Issue.SUPPL. 1
    • Smith, A.D.1    Sumazin, P.2    Das, D.3    Zhang, M.Q.4
  • 24
    • 38049141180 scopus 로고    scopus 로고
    • Discriminative motif discovery in dna and protein sequences using the deme algorithm
    • article no. 385
    • E. Redhead and T.L. Bailey, "Discriminative Motif Discovery in DNA and Protein Sequences Using the DEME Algorithm," BMC Bioinformatics, vol. 8, article no. 385, 2007.
    • (2007) BMC Bioinformatics , vol.8
    • Redhead, E.1    Bailey, T.L.2
  • 25
    • 0027105007 scopus 로고
    • A knowledge base for predicting protein localization sites in eukaryotic cells
    • Dec.
    • K. Nakai and M. Kanehisa, "A Knowledge Base for Predicting Protein Localization Sites in Eukaryotic Cells," Genomics, vol. 14, no. 4, pp. 897-911, Dec. 1992.
    • (1992) Genomics , vol.14 , Issue.4 , pp. 897-911
    • Nakai, K.1    Kanehisa, M.2
  • 26
    • 0030332781 scopus 로고    scopus 로고
    • A probabilistic classification system for predicting the cellular localization sites of proteins
    • P. Horton and K. Nakai, "A Probabilistic Classification System for Predicting the Cellular Localization Sites of Proteins," Proc. Int'l Conf. Intelligent Systems for Molecular Biology, vol. 4, pp. 109-115, 1996.
    • (1996) Proc. Int'l Conf. Intelligent Systems for Molecular Biology , vol.4 , pp. 109-115
    • Horton, P.1    Nakai, K.2
  • 27
    • 0025952278 scopus 로고
    • An inequality for rational functions with applications to some statistical estimation problems
    • Jan.
    • P. Gopalakrishnan, D. Kanevsky, A. Nadas, and D. Nahamoo, "An Inequality for Rational Functions with Applications to Some Statistical Estimation Problems," IEEE Trans. Information Theory, vol. 37, no. 1 pp. 107-113, Jan. 1991.
    • (1991) IEEE Trans. Information Theory , vol.37 , Issue.1 , pp. 107-113
    • Gopalakrishnan, P.1    Kanevsky, D.2    Nadas, A.3    Nahamoo, D.4
  • 30
    • 0034800374 scopus 로고    scopus 로고
    • InterProScan\an integration platform for the signature-recognition methods in interpro
    • Sept.
    • E.M. Zdobnov and R. Apweiler, "InterProScan\An Integration Platform for the Signature-Recognition Methods in InterPro," Bioinformatics, vol. 17, no. 9 pp. 847-848, Sept. 2001.
    • (2001) Bioinformatics , vol.17 , Issue.9 , pp. 847-848
    • Zdobnov, E.M.1    Apweiler, R.2
  • 33
    • 2442525077 scopus 로고    scopus 로고
    • HMM logos for visualization of protein families
    • article no. 7, Jan.
    • B. Schuster-Bckler, J. Schultz, and S. Rahmann, "HMM Logos for Visualization of Protein Families," BMC Bioinformatics, vol. 5, article no. 7, Jan. 2004.
    • (2004) BMC Bioinformatics , vol.5
    • Schuster-Bckler, B.1    Schultz, J.2    Rahmann, S.3
  • 34
    • 0024076281 scopus 로고
    • Identification of peroxisomal targeting signals located at the carboxy terminus of four peroxisomal proteins
    • Sept.
    • S.J. Gould, G.A. Keller, and S. Subramani, "Identification of Peroxisomal Targeting Signals Located at the Carboxy Terminus of Four Peroxisomal Proteins," J. Cell Biology, vol. 107, no. 3, pp. 897-905, Sept. 1988.
    • (1988) J. Cell Biology , vol.107 , Issue.3 , pp. 897-905
    • Gould, S.J.1    Keller, G.A.2    Subramani, S.3
  • 35
    • 0028931382 scopus 로고
    • Cold-shock induction of a family of tip1-related proteins associated with the membrane in saccharomyces cerevisiae
    • Jan.
    • L.R. Kowalski, K. Kondo, and M. Inouye, "Cold-Shock Induction of a Family of TIP1-Related Proteins Associated with the Membrane in Saccharomyces Cerevisiae," Molecular Microbiology, vol. 15, no. 2, pp. 341-353, Jan. 1995.
    • (1995) Molecular Microbiology , vol.15 , Issue.2 , pp. 341-353
    • Kowalski, L.R.1    Kondo, K.2    Inouye, M.3
  • 36
    • 0036891705 scopus 로고    scopus 로고
    • Sequence conserved for subcellular localization
    • Dec.
    • R. Nair and B. Rost, "Sequence Conserved for Subcellular Localization." Protein Science, vol. 11, no. 12 pp. 2836-2847, Dec. 2002.
    • (2002) Protein Science , vol.11 , Issue.12 , pp. 2836-2847
    • Nair, R.1    Rost, B.2
  • 38
    • 0038349948 scopus 로고    scopus 로고
    • Sequencing and comparison of yeast species to identify genes and regulatory elements
    • May
    • M. Kellis, N. Patterson, M. Endrizzi, B. Birren, and E.S. Lander, "Sequencing and Comparison of Yeast Species to Identify Genes and Regulatory Elements," Nature, vol. 423, no. 6937 pp. 241-254, May. 2003.
    • (2003) Nature , vol.423 , Issue.6937 , pp. 241-254
    • Kellis, M.1    Patterson, N.2    Endrizzi, M.3    Birren, B.4    Lander, E.S.5
  • 40
    • 0033944449 scopus 로고    scopus 로고
    • Nucleus-vacuole junctions in saccharomyces cerevisiae are formed through the direct interaction of vac8p with nvj1p
    • July
    • X. Pan, P. Roberts, Y. Chen, E. Kvam, N. Shulga, K. Huang, S. Lemmon, and D.S. Goldfarb, "Nucleus-Vacuole Junctions in Saccharomyces cerevisiae Are Formed through the Direct Interaction of Vac8p with Nvj1p." Molecular Biology of the Cell, vol. 11, no. 7 pp. 2445-2457, July 2000.
    • (2000) Molecular Biology of the Cell , vol.11 , Issue.7 , pp. 2445-2457
    • Pan, X.1    Roberts, P.2    Chen, Y.3    Kvam, E.4    Shulga, N.5    Huang, K.6    Lemmon, S.7    Goldfarb, D.S.8
  • 41
    • 34547830883 scopus 로고    scopus 로고
    • Automated image analysis of protein localization in budding yeast
    • July
    • S.-C. Chen, T. Zhao, G.J. Gordon, and R.F. Murphy, "Automated Image Analysis of Protein Localization in Budding Yeast." Bioinformatics, vol. 23, no. 13, pp. i66-i71, July 2007.
    • (2007) Bioinformatics , vol.23 , Issue.13
    • Chen, S.-C.1    Zhao, T.2    Gordon, G.J.3    Murphy, R.F.4
  • 42
    • 0029259085 scopus 로고
    • Maximum discrimination hidden markov models of sequence consensus
    • S.R. Eddy, G. Mitchison, and R. Durbin, "Maximum Discrimination Hidden Markov Models of Sequence Consensus." J. Computational Biology, vol. 2, no. 1 pp. 9-23, 1995.
    • (1995) J. Computational Biology , vol.2 , Issue.1 , pp. 9-23
    • Eddy, S.R.1    Mitchison, G.2    Durbin, R.3
  • 43
    • 0030614959 scopus 로고    scopus 로고
    • Identification of prokaryotic and eukaryotic signal peptides and prediction of their cleavage sites
    • Jan.
    • H. Nielsen, J. Engelbrecht, S. Brunak, and G. von Heijne, "Identification of Prokaryotic and Eukaryotic Signal Peptides and Prediction of Their Cleavage Sites." Protein Eng., vol. 10, no. 1, pp. 1-6, Jan. 1997.
    • (1997) Protein Eng. , vol.10 , Issue.1 , pp. 1-6
    • Nielsen, H.1    Engelbrecht, J.2    Brunak, S.3    Von Heijne, G.4
  • 45
    • 0028412908 scopus 로고
    • High-performance connected digit recognition using maximum mutual information estimation
    • Apr.
    • Y. Normandin, R. Cardin, and R. De Mori, "High-Performance Connected Digit Recognition Using Maximum Mutual Information Estimation," IEEE Trans. Speech and Audio Processing, vol. 2, no. 2, pp. 299-311, Apr. 1994.
    • (1994) IEEE Trans. Speech and Audio Processing , vol.2 , Issue.2 , pp. 299-311
    • Normandin, Y.1    Cardin, R.2    De Mori, R.3
  • 46
    • 0036461035 scopus 로고    scopus 로고
    • Large scale discriminative training of hidden markov models for speech recognition
    • P. Woodland and D. Povey, "Large Scale Discriminative Training of Hidden Markov Models for Speech Recognition," Computer Speech and Language, vol. 16, pp. 25-47, 2002.
    • (2002) Computer Speech and Language , vol.16 , pp. 25-47
    • Woodland, P.1    Povey, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.