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Prediction of 3D Structure of Drug Target GPCR Using Evolutionary Computation

Research Project

Project/Area Number 23500376
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Bioinformatics/Life informatics
Research InstitutionYamaguchi University

Principal Investigator

ISHINO Yoko  山口大学, 大学院技術経営研究科, 准教授 (90373266)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥5,460,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥1,260,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Keywords生命分子計算 / 進化計算 / バイオインフォマティクス
Research Abstract

G-Protein coupled receptors (GPCRs) are one of the most important drug target proteins today. However, the 3D structures of GPCRs have not yet been determined by X-ray crystallography, except a few proteins, because GPCRs are difficult to crystallize. In addition, due to the huge structural fluctuation of GPCRs, there is a limitation to computationally predict GPCR's accurate conformation.
This study developed a new method for modeling GPCR thermal fluctuations, where conformation changes of the proteins are modeled by combining fluctuations on multiple time scales. This study proposed a novel method which predicts a best 3D structure of a GPCR from a variety of fluctuating candidate structures, by using the evolutionary computation including receptor-ligand docking simulations. The method was validated using human leukotriene B4 receptor BLT1 as a sample GPCR.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (24 results)

All 2014 2013 2012 2011 Other

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (20 results) Book (2 results)

  • [Journal Article] Research Trend of Technology Management2014

    • Author(s)
      Yoko Ishino
    • Journal Title

      Journal on Innovation and Sustainability

      Volume: Vol.5, No.2 Pages: 78-86

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Novel Computational Methodologies for Structural Modeling of Spacious Ligand Binding Sites of G-Protein-Coupled Receptors: Development and Application to Human Leukotriene B4 Receptor2012

    • Author(s)
      Yoko Ishino and Takanori Harada
    • Journal Title

      The Scientific World Journal

      Volume: 2012 Pages: 1-11

    • DOI

      10.1100/2012/691579

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 消費者調査データに基づいたエージェントの内部モデルの検討2014

    • Author(s)
      石野洋子
    • Organizer
      計測自動制御学会(SICE)システム・情報部門・第5回社会システム部会研究会
    • Place of Presentation
      大濱信泉記念館(沖縄県石垣市)
    • Related Report
      2013 Final Research Report
  • [Presentation] 消費者調査データに基づいたエージェントの内部モデルの検討2014

    • Author(s)
      石野洋子
    • Organizer
      計測自動制御学会(SICE)システム・情報部門・第5回社会システム部会研究会
    • Place of Presentation
      大濱信泉記念館(沖縄県石垣市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] テキストマイニングによる技術経営の潮流分析2013

    • Author(s)
      石野洋子
    • Organizer
      第19回社会情報システム学シンポジウム
    • Place of Presentation
      電気通信大学(東京都調布市)
    • Year and Date
      2013-01-23
    • Related Report
      2013 Final Research Report
  • [Presentation] Research Trend of Technology Management2013

    • Author(s)
      Yoko Ishino
    • Organizer
      Proc. of the 10th International Conference on Innovation and Management (ICIM2013)
    • Place of Presentation
      Sao Paulo, Brazil
    • Related Report
      2013 Final Research Report
  • [Presentation] 医療保険における製品普及への口コミ効果2013

    • Author(s)
      宮崎真志, 石野洋子, 高橋真吾
    • Organizer
      計測自動制御学会(SICE)システム・情報部門学術講演会2013(SSI2013)
    • Place of Presentation
      ピアザ淡海(滋賀県大津市)
    • Related Report
      2013 Final Research Report
  • [Presentation] A Comprehensive Calibration Method for Improving Protein Identification Accuracy in Proteomics with ESI-TOF-MS2013

    • Author(s)
      Yoko Ishino
    • Organizer
      Proc. of the 2013 Annual Convention of Japanese Society for Bioinformatics (JSBi2013)
    • Place of Presentation
      タワーホール船堀(東京都江戸川区), Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] Effects of Word-of-Mouth Communication on Product Diffusion : A Case of Medical Insurance Product2013

    • Author(s)
      Masashi Miyazaki, Yoko Ishino and Shingo Takahashi
    • Organizer
      Proc. of the 8th International Workshop on Agent-Based Approach in Economic and Social Complex Systems (AESCS 2013)
    • Place of Presentation
      芝浦工業大学(東京都江東区), Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] Knowledge Extraction of Consumers' Attitude and Behavior : A Case Study of Private Medical Insurance Policy in Japan2013

    • Author(s)
      Yoko Ishino
    • Organizer
      Proc. of the 8th International Knowledge Management in Organizations Conference (KMO2013)
    • Place of Presentation
      Kaohsiung, Taiwan
    • Related Report
      2013 Final Research Report
  • [Presentation] Research Trend of Technology Management2013

    • Author(s)
      Yoko Ishino
    • Organizer
      the 10th International Conference on Innovation and Management (ICIM2013)
    • Place of Presentation
      Sao Paulo, Brazil
    • Related Report
      2013 Annual Research Report
  • [Presentation] A Comprehensive Calibration Method for Improving Protein Identification Accuracy in Proteomics with ESI-TOF-MS2013

    • Author(s)
      Yoko Ishino
    • Organizer
      the 2013 Annual Convention of Japanese Society for Bioinformatics (JSBi2013)
    • Place of Presentation
      タワーホール船堀(東京都江戸川区)
    • Related Report
      2013 Annual Research Report
  • [Presentation] Effects of Word-of-Mouth Communication on Product Diffusion: A Case of Medical Insurance Product2013

    • Author(s)
      Masashi Miyazaki, Yoko Ishino and Shingo Takahashi
    • Organizer
      the 8th International Workshop on Agent-Based Approach in Economic and Social Complex Systems (AESCS 2013)
    • Place of Presentation
      芝浦工業大学(東京都江東区)
    • Related Report
      2013 Annual Research Report
  • [Presentation] Knowledge Extraction of Consumers’ Attitude and Behavior: A Case Study of Private Medical Insurance Policy in Japan2013

    • Author(s)
      Yoko Ishino
    • Organizer
      the 8th International Knowledge Management in Organizations Conference (KMO2013)
    • Place of Presentation
      Kaohsiung, Taiwan
    • Related Report
      2013 Annual Research Report
  • [Presentation] 医療保険における製品普及への口コミ効果2013

    • Author(s)
      宮崎真志,石野洋子,高橋真吾
    • Organizer
      計測自動制御学会(SICE)システム・情報部門学術講演会2013(SSI2013)
    • Place of Presentation
      ピアザ淡海(滋賀県大津市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] An Approach towards Medical Insurance Business Innovation Based on Japanese Customer Survey Data2012

    • Author(s)
      Yoko Ishino
    • Organizer
      Proc. of the 9th International Conference on Innovation and Management (ICIM 2012)
    • Place of Presentation
      Eindhoven, Netherlands
    • Related Report
      2013 Final Research Report
  • [Presentation] Analysis and Modeling of Customer-Perceived Value of Medical Insurance Products2012

    • Author(s)
      Yoko Ishino
    • Organizer
      Proc. of the 7th International Workshop on Agent-Based Approaches in Economic and Social Complex Systems (AESCS 2012)
    • Place of Presentation
      関西大学(大阪府吹田市), Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] An Approach towards Medical Insurance Business Innovation Based on Japanese Customer Survey Data2012

    • Author(s)
      Yoko Ishino
    • Organizer
      the 9th International Conference on Innovation and Management (ICIM 2012)
    • Place of Presentation
      Eindhoven, Netherlands
    • Related Report
      2012 Research-status Report
  • [Presentation] Analysis and Modeling of Customer-Perceived Value of Medical Insurance Products2012

    • Author(s)
      石野 洋子
    • Organizer
      the 7th International Workshop on Agent-Based Approaches in Economic and Social Complex Systems (AESCS 2012)
    • Place of Presentation
      関西大学(大阪府)
    • Related Report
      2011 Research-status Report
  • [Presentation] Impact of the Novel Protein Structure Prediction on R&D Process in Drug Discovery and Development2011

    • Author(s)
      Yoko Ishino
    • Organizer
      Proc. of the 8th International Conference on Innovation and Management (ICIM 2011)
    • Place of Presentation
      リーガロイヤルホテル小倉(福岡県北九州市), Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] Impact of the Novel Protein Structure Prediction on R&D Process in Drug Discovery and Development2011

    • Author(s)
      石野 洋子
    • Organizer
      the 8th International Conference on Innovation and Management (ICIM 2011)
    • Place of Presentation
      リーガロイヤルホテル小倉(福岡県)
    • Related Report
      2011 Research-status Report
  • [Presentation] テキストマイニングによる技術経営の潮流分析

    • Author(s)
      石野洋子
    • Organizer
      第19回社会情報システム学シンポジウム
    • Place of Presentation
      電気通信大学(東京都調布市)
    • Related Report
      2012 Research-status Report
  • [Book] Analysis and Modeling of Customer-Perceived Value of Medical Insurance Products, in T. Murata, T. Terano, S. Takahashi (eds.) : Agent-Based Approaches in Economic and Social Complex Systems VII2013

    • Author(s)
      Yoko Ishino
    • Total Pages
      262
    • Publisher
      Springer
    • Related Report
      2013 Final Research Report
  • [Book] Agent-Based Approaches in Economic and Social Complex Systems VII2013

    • Author(s)
      Yoko Ishino (in T. Murata, T. Terano, S. Takahashi (eds.))
    • Total Pages
      262
    • Publisher
      Springer
    • Related Report
      2013 Annual Research Report

URL: 

Published: 2011-08-05   Modified: 2019-07-29  

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