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Genome-wide classification and identification of transmembrane protein structure and function

Research Project

Project/Area Number 14580665
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Biophysics
Research InstitutionHirosaki University

Principal Investigator

SHIMIZU Toshio  Hirosaki University, Facalty of Science and Technology, Professor, 理工学部, 教授 (00110750)

Project Period (FY) 2002 – 2003
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥2,900,000 (Direct Cost: ¥2,900,000)
Fiscal Year 2003: ¥1,200,000 (Direct Cost: ¥1,200,000)
Fiscal Year 2002: ¥1,700,000 (Direct Cost: ¥1,700,000)
Keywordstransmembrane protein / transmembrane topology / consensus prediction / proteome-wide / binary topology pattern / transmembrane topology evolution / internal gene duplication / GPCR / 膜貫通トポロジー / 機能分類・同定 / 膜貫通トポロジー類似度 / シグナルペプチド / Binary Topology Pattern / Gタンパク質共役型受容体 / コンセンサス膜貫通トポロジー予測 / トポロジー予測法 / ゲノムスケール解析 / 原核生物ゲノム / シグナル配列
Research Abstract

We first collected experimentally-characterized transmembrane topology models from literatures and constructed them into a database(TMBDB). By using this, we evaluated the performances of several published transmembrane topology prediction methods, and we developed a consensus prediction method(ConPred) which is a combination of some of the proposed methods. By applying ConPred to TM proteomes from 99 completed genomes(88 prokaryotic and 12 eukaryotic), we obtained 52,686 TM protein sequences with reliable TM topologies and analysed the TM topologies of them in detail with respect to their relation to the function. From this analysis, it was revealed that the function of TM protein is closely related to its TM topology, and each functional group pfTM proteins has its own specific TM topology pattern expressed as a binary topology patter. The genome-scale functional classification and identification of GPCRs were also earned out, by applying the binary topology pattern method, and many novel GPCR genes were found by our study. We also investigated die TM topology evolution by internal gene duplication, through the internal sequence similarity comparison within a single sequences.

Report

(3 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • Research Products

    (41 results)

All Other

All Publications (41 results)

  • [Publications] Ikeda, M., Arai, M., Lao, D.M., Shimizu, T.: "Transmembrane topology prediction methods : a re-assessment and improvement by a consensus method using a dataset of experimentally-characterized transmembrane topologies"Silico Biology. 2. 19-33 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Lao, D.M., Okuno, T., Shimizu, T.: "Evaluating transmembrane topology prediction methods for the effect of signal peptide in topology prediction"Silico Biology. 2. 485-494 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Lao, D.M., Arai, M., Ikeda, M., Shimizu, T.: "The presence of signal peptide significantly affects transmembrane topology prediction"Bioinformatics. 18(12). 1562-1566 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Ikeda, M., Arai, M., Okuno, T., Shimizu, T.: "TMPDB : a database of experimentally-characterized transmembrane topologies"Nucleic Acids Research. 31. 406-409 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Arai, M., Ikeda, M., Shimizu, T.: "Comprehensive analysis of transmembrane topologies in prokaryotic genomes"Gene. 304. 77-86 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Sugiyama, Y., Polulyakh, N., Shimizu, T.: "Identification of transmembrane protein functions by binary topology patterns"Protein Engineering. 16. 479-488 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Azumi, K., De Santis, R., De Tomaso, A., Rigoutsos, I., Yoshizaki, F., Pinto, M.R., Marino, R., Shida, K., Ikeda, M., Ikeda, M., Arai, M., Inoue, Y., Shimizu, T., Satoh, N., Rokhsar, D.S., Du Pasquier, L., Kasahara, M., Satake, M., Nonaka, M.: "Genomic analysis of immunity in a Urochordate and the emergence of the vertebrate immune system : "waiting for Godot""Immunogenetics. 55(8). 570-581 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Inoue, Y., Ikeda, M., Shimizu, T.: "Proteome-wide classification and identification of mammalian-type GPCRs by binary topology pattern"Computational Biology and Chemistry. 28(1). 39-49 (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Xia, J.-X., Ikeda, M., Shimizu, T.: "ConPred_elite : a highly reliable approach to transmembrane topology prediction"Computational Biology and Chemistry. 28. 51-60 (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Shimizu, T., Mitsuke, H., Noto, K., Arai, M.: "Internal gene duplication in the evolution of prokaryotic transmembrane proteins"Journal of Molecular Biology. 339(1). 1-15 (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Arai, M., Okumura, K., Satake, M., Shimizu, T.: "Proteome-wide functional classification and identification of prokaryotic transmembrane proteins by transmembrane topology similarity comparison"Protein Science. (in press). (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Ikeda, M., Arai, M., Lao, D.M., Shimizu, T.: "Transmembrane topology prediction methods a re-assessment and improvement by a consensus method using a dataset of experimentally-characterized transmembrane topologies."In Silico Biol.. 2(1). 19-33 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Lao, D.M., Okuno, T., Shimizu, T.: "Evaluating transmembrane topology prediction methods for the effect of signal peptide in topology prediction."In Silico Biol.. 2(4). 485-494 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Lao, D.M., Arai, M., Ikeda, M.Shimizu, T.: "The presence of signal peptide significantly affects transmembrane topology prediction."Bioinformatics. 18(12). 1562-1566 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Ikeda, M., Arai, M., Okuno, T., Shimizu, T.: "TMPDB : a database of expenmentally-characterized transmembrane topologies."Nucleic Acids Res.. 31(1). 406-409 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Arai, M., Ikeda, M., Shimizu, T.: "Comprehensive analysis of transmembrane topologies in prokaryotic genomes."Gene. 304. 77-86 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Sugiyama, Y., Polulyakh, N., Shimizu, T.: "Identification of transmembrane protein functions by binary topology patterns."Protein Eng.. 16(7). 479-488 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Azumi, K., De Santis, R., De Tomaso, A., Rigoutsos, I., Yoshizaki, F., Pinto, M.R., Marino, R., Shida, K., Ikeda, M., Ikeda, M., Aiai, M., Inoue, Y., Shimizu, T., Satoh, N., Rokhsar, D.S., Du Pasquier, L., Kasahara, M., Satake, M., Nonaka, M.: "Genomic analysis of immunity in a Urochordate and the emergence of the vertebrate immune system : "waiting for Godot"."Immunogenetics. 55(8). 570-581 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Inoue, Y., Ikeda, M., Shimizu, T.: "Proteome-wide classification and identification of mammalian-type GPCRs by binary topology pattern."Comput.Biol.Chem.. 28(1). 39-49 (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Xia, J.-X., Ikeda, M., Shimizu, T.: "ConPied_elite : a highly reliable approach to transmembrane topology prediction."Comput.Biol.Chem.. 28(1). 51-60 (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Shimizu, T., Mitsuke, H., Noto, K., Arai, M.: "Internal gene duplication in the evolution of prokaryotic transmembrane proteins."J.Mol.Biol.. 339(1). 1-15 (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Arai, M., Okumura, K., Satake, M., Shimizu, T.: "Proteome-wide functional classification and identification of prokaryotic transmembrane proteins by transmembrame topology similarity comparison."Protein Sci.. (in press). (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Masami Ikeda, Toshio Shimizu: "TMPDB : a database of experimentally-characterized transmembrane topologies"Nucleic Acids Research. 31・1. 406-409 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Masafumi Arai, Toshio Shimizu: "Comprehensive analysis of transmembrane topologies in prokaryotic genomes"Gene. 304. 77-86 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Nishio Takuhiro, Toshio Shimizu: "The cooperative binding of large ligands to a one-dimensional lattice : the steric hindrance effect"Biophysical Chemistry. 104・2. 501-508 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Yoshiaki Sugiyama, Toshio Shimizu: "Identification of transmembrane protein functions by binary topology patterns"Protein Engineering. 16・7. 479-488 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Toshio Shimizu: "The cooperative binding of surfactant ions by small oligomers of opposite charge"The Journal of Physical Chemistry : B. 107・32. 8228-8231 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Kaoru Azumi, Toshio Shimizu: "Genomic analysis of immunity in a Urochordate and the emergence of the vertebrate immune system : "waiting for Godot""Immunogenetics. 55・8. 570-581 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Yasuhito Inoue, Toshio Shimizu: "Proteome-wide classification and identification of mammalian-type GPCRs by binary topology pattern"Computational Biology and Chemistry. 28・1. 39-49 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Jun-Xiong Xia, Toshio Shimizu: "ConPred_elite : a highly reliable approach to transmembrane topology prediction"Computational Biology and Chemistry. 28・1. 51-60 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Toshio Shimizu: "Internal gene duplication in the evolution of transmembrane proteins"Journal of Molecular Biology. (印刷中). (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Satoshi Mizuta, Toshio Shimizu: "Proceedings of the Second International Conference on Nonlinear Analysis and Convex Analysis"Wataru Takahashi and Tamaki Tanaka (Eds.), Yokohama Publishers. 579 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] T.Nishio, T.Shimizu, J.C.T.Kwak, A.Minakata: "The cooperative binding of large ligands to a one-dimensional lattice : The steric hindrance effect"Biophysical Chemistry. (in press). (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] M.Arai, M.Ikeda, T.Shimizu: "Comprehensive analysis of transmembrane topologies in prokaryotic genomes"Genes. 303(1). 77-86 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] D.M.Lao, T.Okuno, T.Shimizu: "Evaluating transmembrane topology prediction methods for the effect of signal peptide in topology prediction"In Silico Biology. (in press). (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] M.Ikeda, M.Arai, T.Shimizu: "TMPDB : a database of experimentally-characterized transmembrane topologies"Nucleic Acids Research. 31(1). 406-409 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] D.M.Lao, M.Arai, M.Ikeda, T.Shimizu: "The presence of signal peptide significantly affects transmembrane topology prediction"Bioinformatics. 18(12). 1562-1566 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] N.Miura, K.Shida, R.Kawashima, Y.Kawazoe, H.Fukuda, T.Shimizu: "BREED : automatic brain region extraction method from 3D MRI T1-weighted image"Journal of Computer Assisted Tomography. 26. 927-932 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] D.M.Lao, T.Okuno, T.Shimizu: "Influence of Signal Peptide in Transmembrane Topology Prediction"Proc. Of the 2002 International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences. 461-467 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] S.Mizuta, T.Shimizu: "Unified Optimization of Neural Network by Genetic Algorith"In Nonlinear Analysis and Convex Analysis---Proceedings of the International Conference edited by W.Takahashi and T.Tanaka Yokohama Publishers, Japan. 281-294 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] T.Shimizu, A.Minakata: "Effect of divalent cations on the volume of a maleic acid copolymer gel examined by incorporating lysozyme"European Polymer Journal. 38. 1113-1120 (2002)

    • Related Report
      2002 Annual Research Report

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Published: 2002-04-01   Modified: 2016-04-21  

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