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Systems analysis of molecular networks based on biochemical computational simulations

Research Project

Project/Area Number 15014206
Research Category

Grant-in-Aid for Scientific Research on Priority Areas

Allocation TypeSingle-year Grants
Review Section Biological Sciences
Research InstitutionUniversity of Tokyo

Principal Investigator

KURODA Shinya  University of Tokyo, Graduate School of Information Science and Technology, Project Associate Professor, 大学院情報理工学系研究科, 科学技術振興特任教員 (50273850)

Co-Investigator(Kenkyū-buntansha) KAWATO Mitsuo  Advanced Telecommunications research institute international, Director, 脳情報研究所, 所長(研究職) (10144445)
MAEDA Akio  University of Tokyo, Graduate School of Information Science and Technology, Project Research Associate, 大学院情報理工学系研究科, 科学技術振興特任教員 (30361538)
SASAGAWA Satoru  University of Tokyo, Graduate School of Information Science and Technology, Project Researcher, 大学院情報理工学系研究科, 科学技術振興特任研究員 (80345115)
OZAKI Yuichi  University of Tokyo, Graduate School of Information Science and Technology, Project Researcher, 大学院情報理工学系研究科, 科学技術振興特任研究員 (70345114)
SIVAKUMARAN Sudhir  東京大学, 大学院・情報理工学系研究科, 科学技術振興特任研究員(常勤形態) (70361540)
Project Period (FY) 2003 – 2004
Project Status Completed (Fiscal Year 2004)
Budget Amount *help
¥32,000,000 (Direct Cost: ¥32,000,000)
Fiscal Year 2004: ¥16,000,000 (Direct Cost: ¥16,000,000)
Fiscal Year 2003: ¥16,000,000 (Direct Cost: ¥16,000,000)
Keywordssignal transduction / systems biology / bioinformatics / 生体生命情報
Research Abstract

Many biological phenomena are regulated by their intrinsic biological networks. These networks contain both linear and non-linear relationship, which make difficult to understand the whole networks at the systems level. In this study, to overcome these difficulties we tried to utilize two interdependent approaches, prediction by in silico computational simulation and validation by in vivo experiments. We focused on two phenomena, 1) molecular network in myosin light chain (MLC) phosphorylation and 2) quantitative analysis of cerebellar long-term depression (LTD).
1)Dynamics of throbin-induced MLC phosphorylation in endothelium is composed of initial and sustained phases. By the literature-based simulation model we succeeded in the reproduction of only the initial but not the sustained phase. The model pinpointed us the missing pathway may underlie downstream of Rho-kinase. We experimentally validated the sustained activation of Rho-kinase by the phosphorylation of MYPT1 (myosin phosphatase target subunit 1), a substrate of Rho-kinase, which exhibited hysteresis.
2)We developed a computational model of postsynaptic Ca^<2+> increase in cerebellar LTD. The model revealed that Ca^<2+> increase is induced by a regenerative cycle by Ca^<2+>-induced Ca^<2+> release (CICR) via IP3 receptors, and that the latency of IP3 generation by PF stimulation produces timing window of spike-timing dependent LTD in the cerebellum. Moreover, we developed a unified model of the Ca^<2+> increase and downstream signaling cascades. The unified model raised the possibility that postsynaptic spines of the cerebellum tune their own synaptic strength for adequate Ca^<2+> increase for robust LTD.

Report

(3 results)
  • 2004 Annual Research Report   Final Research Report Summary
  • 2003 Annual Research Report
  • Research Products

    (13 results)

All 2005 2004 Other

All Journal Article (11 results) Publications (2 results)

  • [Journal Article] Prediction and validation of the distinct dynamics of transient and sustained ERK activation2005

    • Author(s)
      Sasagawa, S. et al.
    • Journal Title

      Nature Cell Biology 7

      Pages: 365-373

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Spike-Timing Detection by Calcium Signaling Pathways of Cerebellar Purkinje Cells in Different Forms of Long-Term Depression2005

    • Author(s)
      Doi, T.et al.
    • Journal Title

      J. Neurosci. 25

      Pages: 950-961

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Prediction and validation of the distinct dynamics of transient and sustained ERK activation2005

    • Author(s)
      Sasagawa, S. et al.
    • Journal Title

      Nature Cell Biology 7, (4)

      Pages: 365-373

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Spike-Timing Detection by Calcium Signaling Pathways of Cerebellar Purkinje Cells in Different Forms of Long-Term Depression2005

    • Author(s)
      Doi, T.et al.
    • Journal Title

      J. Neurosci. 25, (4)

      Pages: 950-961

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Prediction and validation of the distinct dynamics of transient And sustained ERK activation2005

    • Author(s)
      Sasagawa, S. et al.
    • Journal Title

      Nature Cell Biology 7・4

      Pages: 365-373

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Spike-Timing Detection by Calcium Signaling Pathways of Cerebellar Purkinje Cells in different Forms of Long-Term Depression2005

    • Author(s)
      Doi, T.et al.
    • Journal Title

      J.Neurosci. 25

      Pages: 950-961

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Spatial localization of synapses required for supralinear summation of action potentials and EPSPs.2004

    • Author(s)
      Urakubo, H. et al.
    • Journal Title

      Journal of Computational Neuroscience 16

      Pages: 251-256

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Cerebellar Aminergic Neuromodulation : towards a functional understanding.2004

    • Author(s)
      Schweighofer, N. et al.
    • Journal Title

      Brain Research Reviews 44

      Pages: 103-116

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Spatial localization of synapses required for supralinear summation of action potentials and EPSPs.2004

    • Author(s)
      Urakubo, H. et al.
    • Journal Title

      Journal of Computational Neuroscience 16, (3)

      Pages: 251-256

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Cerebellar Aminergic Neuromodulation : towards a functional understanding.2004

    • Author(s)
      Schweighofer, N. et al.
    • Journal Title

      Brain Research Reviews 44, (2-3)

      Pages: 103-116

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Mesenchymal-epithelial transition during somitic segmentation is regulated by differential roles of Cdo42 and Rac12004

    • Author(s)
      Nakaya, Y. et al.
    • Journal Title

      Developmental Cell 7

      Pages: 425-438

    • Related Report
      2004 Annual Research Report
  • [Publications] Urakubo, H. et al.: "Spatial localization of synapses required for spike-timing-dependent homo- and heterosynaptic plasticities"Journal of Computational Neuroscience. (In press).

    • Related Report
      2003 Annual Research Report
  • [Publications] Schweighofer, N. et al.: "Towards a Systems Understanding of Aminergic Cerebellar Neuromodulation"Brain Research Reviews. (In press).

    • Related Report
      2003 Annual Research Report

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Published: 2003-04-01   Modified: 2018-03-28  

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