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Theoretical study on the regeneration of neuronal circuits during rehabilitation

Research Project

Project/Area Number 19700281
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Bioinformatics/Life informatics
Research InstitutionYamagata University

Principal Investigator

KUBOTA Shigeru  Yamagata University, 大学院・医学系研究科, 准教授 (60396588)

Project Period (FY) 2007 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥2,400,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥300,000)
Fiscal Year 2009: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2008: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2007: ¥1,100,000 (Direct Cost: ¥1,100,000)
Keywords可塑性 / シナプス競合 / NMDA受容体 / GABA / STDP / 神経科学 / 遺伝子発現 / シミュレーション工学 / シナプス可塑性 / 神経回路自己組織化 / 神経回路再生 / GABA受容体 / 神経回路形成
Research Abstract

For the improvement of the outcome of rehabilitation after nerve injury, it is important to understand the mechanism underlying the organization of synaptic circuits. Therefore, this study has analyzed by developing a cortical pyramidal neuron model the influences of NMDA receptor (NMDAR) subunit expression and GABA inhibition, which are modulated through the nerve injury, on the organization process. The results have shown that the coordinated action of the NMDAR and GABA functions can regulate the fundamental properties of organization such as the balance between long-term potentiation and depression, the Hebbian effects, and the synaptic competition.

Report

(4 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report
  • 2007 Annual Research Report
  • Research Products

    (42 results)

All 2010 2009 2008 2007

All Journal Article (9 results) (of which Peer Reviewed: 9 results) Presentation (33 results)

  • [Journal Article] A variety of competitive properties arises from STDP incorporating metaplastic regulation2010

    • Author(s)
      S. Kubota, J. Rubin, T. Kitajima, T. Nakamura
    • Journal Title

      Artificial Life and Robotics (accepted)

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Possible role of cooperative action of NMDA receptor and GABA function in developmental plasticity2010

    • Author(s)
      S. Kubota, T. Kitajima
    • Journal Title

      Journal of Computational Neuroscience 28

      Pages: 347-359

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Possible role of cooperative action of NMDA receptor and GABA function in developmental plasticity2010

    • Author(s)
      S.Kubota, T.Kitajima
    • Journal Title

      Journal of Computational Neuroscience VOL.28

      Pages: 347-359

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Modulation of LTP/LTD balance in STDP by an activity-dependent feedback mechanism2009

    • Author(s)
      S. Kubota, J. Rubin, T. Kitajima
    • Journal Title

      Neural Networks 22

      Pages: 527-535

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Local excitation solutions in one-dimensional neural fields by external input stimuli2009

    • Author(s)
      S. Kubota, K. Hamaguchi, K. Aihara
    • Journal Title

      Neural Computing and Applications 18

      Pages: 591-602

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Local excitation solutions in one-dimensional neural fields by external input stimuli2009

    • Author(s)
      S.Kubota, K.Hamaguchi, K.Aihara
    • Journal Title

      Neural Computing and Applications VOL.18

      Pages: 591-602

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Modulation of LTP/LTD balance in STDP by an activity-dependent feedback mechanism2009

    • Author(s)
      S.Kubota, J.Rubin, T.Kitajima
    • Journal Title

      Neural Networks VOL.22

      Pages: 527-535

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A model for synaptic development regulated by NMDA receptor subunit expression2008

    • Author(s)
      S. Kubota, T. Kitajima
    • Journal Title

      Journal of Computational Neuroscience 24

      Pages: 1-20

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] A model for synaptic development regulated by NMDA receptor subunit expression2008

    • Author(s)
      S., Kubota・T., Kitajima
    • Journal Title

      Journal of Computational Neuroscience 24

      Pages: 1-20

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Presentation] STDP学習におけるヘッブ則-反ヘッブ則間のスイッチングについて2010

    • Author(s)
      久保田繁, J. Rubin
    • Organizer
      平成21年度第6回情報処理学会東北支部研究会
    • Place of Presentation
      山形大学, 米沢
    • Year and Date
      2010-03-05
    • Related Report
      2009 Final Research Report
  • [Presentation] 皮質神経興奮の不規則性に関する理論研究2010

    • Author(s)
      佐々木寛之, 久保田繁, 中村孝夫
    • Organizer
      平成21年度第6回情報処理学会東北支部研究会
    • Place of Presentation
      山形大学, 米沢
    • Year and Date
      2010-03-05
    • Related Report
      2009 Final Research Report
  • [Presentation] STDP学習におけるヘッブ則-反ヘッブ則間のスイッチングについて2010

    • Author(s)
      久保田繁, J.Rubin
    • Organizer
      平成21年度第6回情報処理学会東北支部研究会
    • Place of Presentation
      米沢
    • Year and Date
      2010-03-05
    • Related Report
      2009 Annual Research Report
  • [Presentation] 皮質神経興奮の不規則性に関する理論研究2010

    • Author(s)
      佐々木寛之, 久保田繁, 中村孝夫
    • Organizer
      平成21年度第6回情報処理学会東北支部研究会
    • Place of Presentation
      米沢
    • Year and Date
      2010-03-05
    • Related Report
      2009 Annual Research Report
  • [Presentation] A variety of competitive properties arises from STDP incorporating metaplastic regulation2010

    • Author(s)
      S.Kubota, J.Rubin, T.Kitajima, T.Nakamura
    • Organizer
      Fifteenth International Symposium on Artificial Life and Robotics 2010
    • Place of Presentation
      別府
    • Year and Date
      2010-02-05
    • Related Report
      2009 Annual Research Report
  • [Presentation] NaP-channel in subthreshold resonance oscillation2009

    • Author(s)
      T. Kitajima, S. Kubota
    • Organizer
      Program of Neuroscience 2009
    • Place of Presentation
      Chicago
    • Year and Date
      2009-10-19
    • Related Report
      2009 Final Research Report
  • [Presentation] Role of NaP-channel in subthreshold resonance oscillation2009

    • Author(s)
      T.Kitajima, S.Kubota
    • Organizer
      Neuroscience 2009
    • Place of Presentation
      シカゴ
    • Year and Date
      2009-10-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] Cortical GABA inhibition and activity- and subunit-dependent desensitization of NMDA receptors precisely regulate the LTP/LTD ratio in STDP, 脳と心のメカニズム第10回夏のワークショップ2009

    • Author(s)
      S. Kubota, J. Rubin, T. Kitajima
    • Organizer
      北海道厚生年金会館
    • Place of Presentation
      札幌
    • Year and Date
      2009-08-09
    • Related Report
      2009 Final Research Report
  • [Presentation] A model for burst firing activity induced by cortical inputs in the subthalamic nucleus neuron, 脳と心のメカニズム第10回夏のワークショップ2009

    • Author(s)
      S. Kubota, J. Rubin
    • Organizer
      北海道厚生年金会館
    • Place of Presentation
      札幌
    • Year and Date
      2009-08-09
    • Related Report
      2009 Final Research Report
  • [Presentation] Cortical GABA inhibition and activity- and subunit-dependent desensitization of NMDA receptors precisely regulate the LTP/LTD ratio in STDP2009

    • Author(s)
      S.Kubota, J.Rubin, T.Kitajima
    • Organizer
      脳と心のメカニズム第10回夏のワークショップ
    • Place of Presentation
      札幌
    • Year and Date
      2009-08-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] A model for burst firing activity induced by cortical inputs in the subthalamic nucleus neuron2009

    • Author(s)
      久保田繁, J.Rubin
    • Organizer
      脳と心のメカニズム第10回夏のワークショップ
    • Place of Presentation
      札幌
    • Year and Date
      2009-08-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] How balance between LTP and LTD can be controlled in spike-timing-dependent learning rule2009

    • Author(s)
      S. Kubota, T. Kitajima
    • Organizer
      In Proceedings of International Joint Conference on Neural Networks (IJCNN2009)
    • Place of Presentation
      Atlanta, USA
    • Year and Date
      2009-06-16
    • Related Report
      2009 Final Research Report
  • [Presentation] How balance between LTP and LTD can be controlled in spike-timing-dependent learning rule2009

    • Author(s)
      S.Kubota, T.Kitajima
    • Organizer
      International Joint Conference on Neural Networks
    • Place of Presentation
      アトランタ
    • Year and Date
      2009-06-16
    • Related Report
      2009 Annual Research Report
  • [Presentation] 発達に伴う神経発火パターンの変化に関する数値計算モデル2009

    • Author(s)
      松原貴行, 久保田繁, 北嶋龍雄
    • Organizer
      平成20年度第6回情報処理学会東北支部研究会
    • Place of Presentation
      山形大学, 米沢
    • Year and Date
      2009-03-09
    • Related Report
      2009 Final Research Report
  • [Presentation] 発達期の活動電位波形の変化がシナプス可塑性に及ぼす影響について2009

    • Author(s)
      阿部亮太, 久保田繁, 北嶋龍雄
    • Organizer
      平成20年度第6回情報処理学会東北支部研究会
    • Place of Presentation
      山形大学, 米沢
    • Year and Date
      2009-03-09
    • Related Report
      2009 Final Research Report 2008 Annual Research Report
  • [Presentation] Synaptic cooperation and competition in STDP learning rule.2008

    • Author(s)
      S. Kubota, T. Kitajima
    • Organizer
      In Koeppen et al. (eds. ) Advances in Neuro-Information Processing part I, Springer LNCS
    • Place of Presentation
      ICONIP, Auckland
    • Year and Date
      2008-11-25
    • Related Report
      2009 Final Research Report
  • [Presentation] Synaptic cooperation and competition in STDP learning rule2008

    • Author(s)
      S. Kubota and T. Kitajima
    • Organizer
      15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP 2008)
    • Place of Presentation
      Sky City Convention Center, Auckland, New Zealand
    • Year and Date
      2008-11-25
    • Related Report
      2008 Annual Research Report
  • [Presentation] シナプス受容体の遺伝子発現が臨界期を制御するメカニズムに関する理論モデル2008

    • Author(s)
      久保田繁, 北嶋龍雄
    • Organizer
      第51回自動制御連合講演会
    • Place of Presentation
      山形大学, 米沢
    • Year and Date
      2008-11-22
    • Related Report
      2009 Final Research Report 2008 Annual Research Report
  • [Presentation] NMDA受容体発現及びGABA抑制の臨界期における役割について2008

    • Author(s)
      久保田繁, 北嶋龍雄
    • Organizer
      第31回日本神経科学大会, 東京国際フォーラム
    • Place of Presentation
      東京
    • Year and Date
      2008-07-09
    • Related Report
      2009 Final Research Report
  • [Presentation] NMDA受容体発現及びGABA抑制の臨界期における役割について2008

    • Author(s)
      久保田繁, 北嶋龍雄
    • Organizer
      第31回日本神経科学大会
    • Place of Presentation
      東京国際フォーラム,東京
    • Year and Date
      2008-07-09
    • Related Report
      2008 Annual Research Report
  • [Presentation] GABA抑制とNMDA受容体サブユニット発現が神経回路形成に及ぼす影響に関する理論的考察2008

    • Author(s)
      久保田繁, 北嶋龍雄
    • Organizer
      第9回山形ニューロサイエンス研究会
    • Place of Presentation
      山形大学, 山形
    • Year and Date
      2008-06-21
    • Related Report
      2009 Final Research Report 2008 Annual Research Report
  • [Presentation] A model for biophysical mechanisms underlying competition among synapses.2008

    • Author(s)
      S. Kubota, T. Kitajima
    • Organizer
      In Robert Trappl (ed. ) Cybernetics and Systems
    • Place of Presentation
      EMCSR, Vienna
    • Year and Date
      2008-03-27
    • Related Report
      2009 Final Research Report
  • [Presentation] A model for biophysical mechanisms underlying competition among synapses2008

    • Author(s)
      S., Kubota, T., kitajima
    • Organizer
      19th European Meeting on Meeting on Cybernetics and Systems Research
    • Place of Presentation
      ウィーン大学(ウィーン)
    • Year and Date
      2008-03-27
    • Related Report
      2007 Annual Research Report
  • [Presentation] 発達期のシナプス受容体の遺伝子発現がシナプス回路の組織化に及ぼす影響に関する理論解析2008

    • Author(s)
      久保田繁, 北嶋龍雄
    • Organizer
      平成19年度情報処理学会東北支部研究会
    • Place of Presentation
      山形大学, 米沢
    • Year and Date
      2008-03-11
    • Related Report
      2009 Final Research Report
  • [Presentation] 老化に伴うシナプス受容体の遺伝子発現とワーキングメモリー能力の関係に関する数値計算モデル2008

    • Author(s)
      唐澤美幸, 久保田繁, 北嶋龍雄
    • Organizer
      平成19年度情報処理学会東北支部研究会
    • Place of Presentation
      山形大学, 米沢
    • Year and Date
      2008-03-11
    • Related Report
      2009 Final Research Report
  • [Presentation] 老化に行うシンプス受容体の遺伝子発現とワーキングメモリー能力の関係にする数値計算モデル2008

    • Author(s)
      唐澤美幸・久保田繁・北嶋龍雄
    • Organizer
      平成19年度・情報処理学会東北支部研究会
    • Place of Presentation
      山形大学(米沢)
    • Year and Date
      2008-03-11
    • Related Report
      2007 Annual Research Report
  • [Presentation] 発達期のシナプス受容体の遺伝子発現がシナプス回路の組織化に及ぼす影響に関する論理解析2008

    • Author(s)
      久保田繁・北嶋龍雄
    • Organizer
      平成19年度・情報処理学会東北支部研究会
    • Place of Presentation
      山形大学(米沢)
    • Year and Date
      2008-03-11
    • Related Report
      2007 Annual Research Report
  • [Presentation] Modeling study of the synaptic competition induced by NMDA receptor-mediated regulation of spike-timing-dependent plasticity2008

    • Author(s)
      S. Kubota, T. Kitajima
    • Organizer
      In Proceedings of the thirteenth International Symposium on Artificial Life and Robotics (AROB 13th 08)
    • Place of Presentation
      Plaza, Beppu, Oita
    • Year and Date
      2008-02-01
    • Related Report
      2009 Final Research Report
  • [Presentation] Modeling study so the synaptic competition indycde by NMDA receptor-mediated refulation of spike-timing-dependent plasticity2008

    • Author(s)
      S., Kubota, T., kitajima
    • Organizer
      the thirteenth Internationsl Symposium on Artificial Life and Robotics
    • Place of Presentation
      B-Con Plaza (別府)
    • Year and Date
      2008-02-01
    • Related Report
      2007 Annual Research Report
  • [Presentation] 発達期のシナプス回路形成に関する計算論的モデル, 脳と心のメカニズム第8回夏のワークショップ2007

    • Author(s)
      久保田繁, 北嶋龍雄
    • Organizer
      北海道厚生年金会館
    • Place of Presentation
      札幌
    • Year and Date
      2007-08-23
    • Related Report
      2009 Final Research Report
  • [Presentation] スパイクタイミング依存可塑性により誘発されるシナプス間の競合に関するモデル2007

    • Author(s)
      久保田繁, 北嶋龍雄
    • Organizer
      山形ニューロサイエンス研究会
    • Place of Presentation
      山形大学, 山形
    • Year and Date
      2007-06-23
    • Related Report
      2009 Final Research Report
  • [Presentation] スパイクタミング依存可塑性により誘発されるミナプス間の競合に関するモデル2007

    • Author(s)
      久保田繁・北嶋龍雄
    • Organizer
      山形ニュウロサイエンス研究会
    • Place of Presentation
      山形大学(山形)
    • Year and Date
      2007-06-23
    • Related Report
      2007 Annual Research Report
  • [Presentation] 発達期のシナプス回路形成に関する計算論的モデル2007

    • Author(s)
      久保田繁・北嶋龍雄
    • Organizer
      脳と心ノメカニズム・第8回夏ワークショップ
    • Place of Presentation
      北海道厚生年金会館(札幌)
    • Year and Date
      2007-06-23
    • Related Report
      2007 Annual Research Report

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Published: 2007-04-01   Modified: 2016-04-21  

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