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Analysis of gene regulatory networks in Boolean models

Research Project

Project/Area Number 23700017
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Fundamental theory of informatics
Research InstitutionKyoto University

Principal Investigator

TAMURA Takeyuki  京都大学, 化学研究所, 助教 (00437261)

Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2011: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywords遺伝子制御ネットワーク / ブーリアンモデル / 定常状態 / アルゴリズム / 数理モデル / 代謝ネットワーク / 計算量理論 / 充足可能性問題 / バイオインフォマティクス / 整数計画法 / 動的計画法
Research Abstract

The Boolean network (BN) is a discrete mathematical model for describing regulatory relationship of genes in cells. Although problems for finding stable states of BNs and control strategies are known to be NP-hard, they are often solvable for middle size networks due to recent high performance computing vie exact algorithms and/or integer programming-based methods.
In this research, exact algorithms for finding attractors of period 2 were developed. Furthermore, integer programming-based methods were developed for problems for finding singleton attractors, control of BNs, and control of attractors.

Report

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

    (20 results)

All 2014 2013 2012 2011 Other

All Journal Article (8 results) (of which Peer Reviewed: 5 results) Presentation (8 results) Book (1 results) Remarks (3 results)

  • [Journal Article] A polynomial-time algorithm for computing the maximum common connected edge subgraph of outerplanar graphs of bounded degree2013

    • Author(s)
      Tatsuya Akutsu, Takeyuki Tamura
    • Journal Title

      Algorithms

      Volume: 6 Issue: 1 Pages: 119-135

    • DOI

      10.3390/a6010119

    • NAID

      120005243648

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Finding optimal control policy in probabilistic Boolean networks with hard constraints by using integer programming and dynamic programming2013

    • Author(s)
      Xi Chen, Tatsuya Akutsu, Takeyuki Tamura and Wai-Ki Ching
    • Journal Title

      International Journal of Data Mining and Bioinformatics

      Volume: 7(3) Issue: 3 Pages: 321-343

    • DOI

      10.1504/ijdmb.2013.053306

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Network completion using dynamic programming and least-squares fitting2012

    • Author(s)
      N. Nakajima, T. Tamura, Y. Yamanishi, K. Horimoto, T. Akutsu
    • Journal Title

      The Scientific World Journal

      Volume: 2012 Pages: 957620-957620

    • DOI

      10.1100/2012/957620

    • NAID

      120005054551

    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Journal Article] Integer Programming-Based Approach to Attractor Detection and Control of Boolean Networks2012

    • Author(s)
      T. Akutsu, Y. Zhao, M. Hayashida, T.Tamura
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E95.D Issue: 12 Pages: 2960-2970

    • DOI

      10.1587/transinf.E95.D.2960

    • NAID

      10031161464

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Clique-Based Method Using Dynamic Programming for Computing Edit Distance Between Unordered Trees2012

    • Author(s)
      Tomoya Mori, Takeyuki Tamura, Daiji Fukagawa, Atsuhiro Takasu, Etsuji Tomita, Tatsuya Akutsu
    • Journal Title

      Journal of Computational Biology

      Volume: 19(10) Issue: 10 Pages: 1089-1104

    • DOI

      10.1089/cmb.2012.0133

    • NAID

      120004920413

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Finding a periodic attractor of a Boolean network2012

    • Author(s)
      T. Akutsu, S. Kosub, A. A. Melkman, T.Tamura
    • Journal Title

      IEEE/ACM Transactions on Computational Biology and Bioinformatics

      Volume: 9 Issue: 5 Pages: 1410-1421

    • DOI

      10.1109/tcbb.2012.87

    • NAID

      120004873985

    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Journal Article] Singleton and 2-periodic attractors of sign-definite Boolean networks2012

    • Author(s)
      T. Akutsu, A. A. Melkman, T. Tamura
    • Journal Title

      Information Processing Letters

      Volume: 112 Issue: 1-2 Pages: 35-38

    • DOI

      10.1016/j.ipl.2011.10.002

    • Related Report
      2013 Final Research Report
  • [Journal Article] An Efficient Method of Computing Impact Degrees for Multiple Reactions in Metabolic Networks with Cycles2011

    • Author(s)
      T. Tamura, Y. Cong, T. Akutsu, W-K. Ching
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E94-D Issue: 12 Pages: 2393-2399

    • DOI

      10.1587/transinf.E94.D.2393

    • NAID

      10030538036

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] On the complexity of the maximum common subgraph problem for partial k-trees of bounded degree, Proc2012

    • Author(s)
      Tatsuya Akutsu and Takeyuki Tamura
    • Organizer
      23rd International Symposium on Algorithms and Computation (ISAAC 2012)
    • Place of Presentation
      台湾台北市(pp.146--155)
    • Year and Date
      2012-12-19
    • Related Report
      2013 Final Research Report
  • [Presentation] A polynomial-time algorithm for computing the maximum common subgraph of outerplanar graphs of bounded degree, Proc2012

    • Author(s)
      Tatsuya Akutsu and Takeyuki Tamura
    • Organizer
      37th International Symposium on Mathematical Foundations of Computer Science (MFCS 2012)
    • Place of Presentation
      スロバキア・ブラティスラバ市(pp.76--87)
    • Year and Date
      2012-08-30
    • Related Report
      2013 Final Research Report
  • [Presentation] Efficient exponential time algorithms for edit distance between unordered trees, Proc2012

    • Author(s)
      Tatsuya Akutsu, Takeyuki Tamura, Daiji Fukagawa and Atsuhiro Takasu
    • Organizer
      23rd Annual Symposium on Combinatorial Pattern Matching (CPM 2012)
    • Place of Presentation
      フィンランド・ヘルシンキ市(pp.360--372)
    • Year and Date
      2012-07-05
    • Related Report
      2013 Final Research Report
  • [Presentation] On the complexity of the maximum common subgraph problem for partial k-trees of bounded degree2012

    • Author(s)
      Tatsuya Akutsu and Takeyuki Tamura
    • Organizer
      Proc. 23rd International Symposium on Algorithms and Computation (ISAAC 2012)
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2012 Research-status Report
  • [Presentation] A polynomial-time algorithm for computing the maximum common subgraph of outerplanar graphs of bounded degree2012

    • Author(s)
      Tatsuya Akutsu and Takeyuki Tamura
    • Organizer
      Proc. 37th International Symposium on Mathematical Foundations of Computer Science (MFCS 2012)
    • Place of Presentation
      Bratislava, Slovakia
    • Related Report
      2012 Research-status Report
  • [Presentation] Efficient exponential time algorithms for edit distance between unordered trees2012

    • Author(s)
      Tatsuya Akutsu, Takeyuki Tamura, Daiji Fukagawa and Atsuhiro Takasu
    • Organizer
      Proc. 23rd Annual Symposium on Combinatorial Pattern Matching (CPM 2012)
    • Place of Presentation
      Helsinki, Finland
    • Related Report
      2012 Research-status Report
  • [Presentation] Integer programming method for completing ortholog-based gene-protein-reaction network by gene essentiality2012

    • Author(s)
      Takeyuki Tamura and Tatsuya Akutsu
    • Organizer
      The 23rd International Conference on Genome Informatics (GIW2012)
    • Place of Presentation
      Tainan, Taiwan
    • Related Report
      2012 Research-status Report
  • [Presentation] Predicting essential genes via impact degree on metabolic networks2011

    • Author(s)
      Takeyuki Tamura
    • Organizer
      First International Symposium on Symbolic Systems Biology (ISSSB'11)
    • Place of Presentation
      Shonan Village Centre, Japan
    • Related Report
      2011 Research-status Report
  • [Book] Theory and method of completion for a Boolean regulatory network using observed data, Biological Data Mining and Its Applications in Healthcare2014

    • Author(s)
      Takeyuki Tamura and Tatsuya Akutsu
    • Publisher
      World Scientific
    • Related Report
      2013 Final Research Report
  • [Remarks]

    • URL

      http://sunflower.kuicr.kyoto-u.ac.jp/~tamura/

    • Related Report
      2013 Final Research Report
  • [Remarks] 論文リスト

    • URL

      http://sunflower.kuicr.kyoto-u.ac.jp/~tamura/paper-list.html

    • Related Report
      2013 Annual Research Report
  • [Remarks] publication list of Takeyuki Tamura

    • URL

      http://sunflower.kuicr.kyoto-u.ac.jp/~tamura/paper-list.html

    • Related Report
      2012 Research-status Report

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

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