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Emergence of cellular intelligence based on selection of various dynamic pattems

Research Project

Project/Area Number 18500229
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Bioinformatics/Life informatics
Research InstitutionHokkaido University

Principal Investigator

TAKAGI Seiji  Hokkaido University, Research Institute for Electronic Science, Assi. Prof. (80372259)

Co-Investigator(Kenkyū-buntansha) UEDA Tetsuo  Hokkaido University, Research Institute for Electronic Science, Professor (20113524)
NAKAGAKI Toshiyuki  Hokkaido University, Research Institute for Electronic Science, Associate Professor (70300887)
Project Period (FY) 2006 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥3,890,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥390,000)
Fiscal Year 2007: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2006: ¥2,200,000 (Direct Cost: ¥2,200,000)
KeywordsTrue slime mould / Physarum / Oscillation pattern / Rotating spiral wave / Locomotive Mechanism / Contemplative behavior / Reaction-diffusion system / Signal integration / 真性粘菌 / 振動パターン / 原形質流動 / パターン形成 / 反応拡散
Research Abstract

1. Recognition of the difference in the fractal dimension of a solid surface by the Physarum plasmodium.
We investigated rhythmic motions of the plasmodium on an area between fractal and smooth surfaces. Initial synchronous oscillation switched to anti-phase oscillation between the parts of the plasmodium on the fractal and smooth surface areas.
2. Emergence of various spatiotemporal patterns of thickness oscillation.
The emergence and transitions of various spatiotemporal patterns of thickness oscillation.
The emergence and transitions of various spatiotemporal patterns of thickness oscillation were studied in the freshly isolated protoplasm of the Physarum plasmodium. New patterns, such as standing waves, chaotic pattern and rotating spirals, developed successively before the well-documented synchronous pattern appeared.
3. Locomotive Mechanism of Physarum Plasmodia
We investigate how an amoeba mechanically moves its own center of gravity using the model organism Physarum plasmodium. Time- … More dependent velocity fields of protoplasmic streaming over the whole plasmodia were measured with a particle image velocimetry program developed for this work. Combining these data with measurements of the simultaneous movements of the plasmodia revealed a simple physical mechanism of locomotion.
4. A new kind of behavior
We found a new kind of behavior that seems to be 'contemplative' in the Physarum plasmodium. The plasmodium migrating in a narrow lane stops moving for a period of time when it encounters the presence of a chemical repellent. After stopping period, the organism suddenly begins to move again in one of three different ways depending on the repellent concentration, namely penetration, splitting into two fronts and turning back. A model based on reaction-diffusion equations, or Gray-Scott model, succeeds to reproduce the experimental observation.
5. Mechanism of signal integration
To investigate the mechanism of intracellular signal integration, stimulus-responses of the plasmodium were studied at the levels of receptor membrane and cell behavior. Signals of attractants and repellents do not interfere at the receptor level, while avoidance response shifts up to 100 times higher repellent concentration as the attractant concentration increases. We proposed a simple molecular mechanism of information integration which can reproduce the experimental results well. Less

Report

(3 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • Research Products

    (48 results)

All 2008 2007 2006 Other

All Journal Article (27 results) (of which Peer Reviewed: 15 results) Presentation (17 results) Book (2 results) Remarks (2 results)

  • [Journal Article] Locomotive Mechanism of Physarum Plasmodia Based on Spatiotemporal Analysis of Protoplasmic Streaming2008

    • Author(s)
      Kenji Matsumoto, Seiji Takagi, Toshiyuki Nakagaki
    • Journal Title

      Biophysical Journal 94

      Pages: 2492-2504

    • NAID

      120000947320

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Emergence and transition of dynamic patterns of thickness oscillation of the plasmodium of the true slime mold Physarum polycephalum2008

    • Author(s)
      Seiji Takagi, Tetsuo Ueda
    • Journal Title

      Physica D 237

      Pages: 420-427

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Aomoebae anticipate periodic events2008

    • Author(s)
      Tetsu Saigusa, Atsushi Tero, Toshiyuki Nakagaki and Kuramoto Yoshiki
    • Journal Title

      Physical Review Letters 100

      Pages: 18101-18101

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Intelligent behaviors of amoeboid movement based on complex dynamics of soft matter2008

    • Author(s)
      Toshiyuki Nakagaki, Robert Guy
    • Journal Title

      Soft Matter 4

      Pages: 57-67

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Aomoebae anticipate periodic events2008

    • Author(s)
      Tetsu Saigusa, Atsushi Tero, Toshiyuki Nakagaki and Kuramoto Yoshiki
    • Journal Title

      Physical Review Letters Vol.100

      Pages: 18101-18101

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Intelligent behaviors of amoeboid movement based on complex dynamics of soft matter2008

    • Author(s)
      Toshiyuki Nakagaki, Robert Guy
    • Journal Title

      Soft Matter Vol.4

      Pages: 57-67

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Fourier-based spatial mapping of oscillatory phenomena in fungi2007

    • Author(s)
      M.D. Fricker, M. Tlalka, D. Bebber, S. Tagaki, S. C. Watkinson, P. R. Darrah
    • Journal Title

      Fungal Genetics and Biology 44

      Pages: 1077-1084

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Indecisive behavior of amoeba crossing an environmental barrier2007

    • Author(s)
      S. Takagi, Y. Nishiura, T. Nakagaki, T. Ueda, K.-I.Ueda
    • Journal Title

      Proceedings of the international symposium on Topological Aspects of Critical Systems and Networks

      Pages: 86-93

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Anticipation of periodic environmental changes in an amoeba2007

    • Author(s)
      Tetsu Saigusa, Toshiyuki Nakagaki
    • Journal Title

      Noise and Fluctuations American Institute of Physics Conference Proceedings 922

      Pages: 655-658

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Dispersion relation in oscillatory reaction-diffusion systems with self-consistent flow in true slime mold2007

    • Author(s)
      Toshiyuki Nakagaki, Makoto Iima, Tetsuo Ueda, Yasumasa Nishiura, Tetsu Saigusa, Atsushi Tero, Ryo Kobayashi and Kenneth Showalter
    • Journal Title

      Physical Review Letters 99

      Pages: 68104-68104

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Effects of amount of food on path selection in the transport network of an amoeboid organsim2007

    • Author(s)
      Toshiyuki Nakagaki, Tetsu Saigusa, Atsusi Tero, Ryo Kobayashi
    • Journal Title

      Proceedings of Int. Symp. On Topological Aspects of Critical Systems and Networks

      Pages: 94-100

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Mathematical model for adaptive transport network in path finding by true slime mold2007

    • Author(s)
      Atsushi Tero, Ryo Kobayashi and Toshiyuki Nakagaki
    • Journal Title

      Journal of Theoretical Biology 244

      Pages: 553-564

    • NAID

      120000875271

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Fourier-based spatial mapping of oscillatory phenomena in fungi2007

    • Author(s)
      M.D. Fricker, M. Tlalka, D. Bebber, S. Tagaki, S.C. Watkinson, P.R. Darrah
    • Journal Title

      Fungal Genetics and Biology 44

      Pages: 1077-1084

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Indecisive behavior of amoeba crossing an environmental barrier2007

    • Author(s)
      S. Takagi, Y. Nishiura, T. Nakagaki, T. Ueda, K.-I. Ueda
    • Journal Title

      Proceedings of the international symposium on Topological Aspects of Critical Systems and Networks

      Pages: 86-93

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Anticipation of periodic environmental changes in an amoeba2007

    • Author(s)
      Tetsu Saigusa, Toshiyuki Nakagaki
    • Journal Title

      Noise and Fluctuations American Institute of Physics Conference Proceedings Vol.922

      Pages: 655-658

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Minimum-risk path finding by an adaptive amoebal network2007

    • Author(s)
      Toshiyuki Nakagaki, Makoto Iima, Tetsuo Ueda, Yasumasa Nishiura, Tetsu Saigusa, Atsushi Tero, Ryo Kobayashi and Kenneth Showalter
    • Journal Title

      Physical Review Letters Vol.99

      Pages: 68104-68104

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Effects of amount of food on path selection in the transport network of an amoeboid organsim2007

    • Author(s)
      Toshiyuki Nakagaki, Tetsu Saigusa, Atsushi Tero, Ryo Kobayashi
    • Journal Title

      Proceedings of Int. Symp. On Topological Aspects of Critical Systems and Networks

      Pages: 94-100

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Mathematical model for adaptive transport network in path finding by true slime mold2007

    • Author(s)
      Atsushi Tero, Ryo Kobayashi and Toshiyuki Nakagaki
    • Journal Title

      Journal of Theoretical Biology Vol.244

      Pages: 553-564

    • NAID

      120000875271

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Fourier-based spatial mapping of oscillatory phenomena in fungi2007

    • Author(s)
      M. D. Fricker, M. Tlalka, D. Bebber, S. Tagaki, S. C. Watkinson, P. R. Darrah
    • Journal Title

      Fungal Genetics and Biology 44

      Pages: 1077-1084

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Indecisive behavior or amoeba crossing an environmental barrier2007

    • Author(s)
      S. Takagi, Y. Nishiura, T. Nakagaki, T. Ueda, K.-I. Ueda
    • Journal Title

      Proceedings of the international symposium on Topological Aspects of Critical Systems and Networks

      Pages: 86-93

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Indecisive behavior of amoeba crossing an environmental barrier2007

    • Author(s)
      S.Takagi, Y.Nishiura, T.Nakagaki, T.Ueda, K.-I.Ueda
    • Journal Title

      TACSN Proceedings (印刷中)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Super water-repellent surfaces with fractal structures and their potential application to biological studies2006

    • Author(s)
      Hu Yan, Hatsuki Shiga, Etsuro Ito, Toshiyuki Nakagaki, Seiji Takagi, Tetsuo Ueda, Kaoru Tsujii
    • Journal Title

      Colloids and Surfaces A: Physicochem. Eng. Aspects 284-285

      Pages: 115-119

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Mathematical model for rhythmic amoeboid movement in the true slime mold2006

    • Author(s)
      Ryo Kobayashi, Atsushi Tero and Toshiyuki Nakagaki
    • Journal Title

      Journal of Mathematical Biology 4

      Pages: 273-286

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Physarum solver-a biologically inspired method for road-network navigation-2006

    • Author(s)
      Atsushi Tero, Ryo Kobayashi, Toshiyuki Nakagaki
    • Journal Title

      Physica A 363

      Pages: 115-119

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Mathematical model for rhythmic amoeboid movement in the true slime mold2006

    • Author(s)
      Ryo Kobayashi, Atsushi Tero and Toshiyuki Nakagaki
    • Journal Title

      Journal of Mathematical Biology Vol.53

      Pages: 273-286

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Physarum solver-a biologically inspired method for road-network navigation2006

    • Author(s)
      Atsushi Tero, Ryo Kobayashi, Toshiyuki Nakagaki
    • Journal Title

      Physica A Vol.363

      Pages: 115-119

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Super water-repellent surfaces with fractal structures and their potential application to biological studies.2006

    • Author(s)
      H.Yan, H.Shiga, E.Ito, T.Nakagaki, S.Takagi, T.Ueda, K.Tujii
    • Journal Title

      Colloids and surfaces A : Physicochem. Eng. Aspects 284-285

      Pages: 490-494

    • Related Report
      2006 Annual Research Report
  • [Presentation] Various dynamic patterns and pattern transitions in the rhythmic contraction by true slime mould Physarum polycephalum2008

    • Author(s)
      Seiji Takagi
    • Organizer
      ECCS 2007 (European Conference on Complex Systems)
    • Place of Presentation
      Dresden Germany
    • Year and Date
      2008-10-15
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 真正粘菌の誘引・忌避同時刺激に対する行動決定ダイナミクス2007

    • Author(s)
      高木清二、若生公一、上田哲男
    • Organizer
      日本生物物理学会
    • Place of Presentation
      パシフィコ横浜
    • Year and Date
      2007-12-21
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Presentation] Wavering Behavior of turue slime mould encountering a competitive stimulation2007

    • Author(s)
      Seiji Takagi, Koichi Wako, Tetsuo Ueda
    • Organizer
      Annual meeting of the biophysical society of Japan
    • Place of Presentation
      Yokohama, Japan.
    • Year and Date
      2007-12-21
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Various dynamic patterns and pattern transitions in the rhythmic contraction by true slime mould Physarum polycephalum2007

    • Author(s)
      高木清二
    • Organizer
      ECCS 2007 (European Conference on Complex Systems)
    • Place of Presentation
      ドレスデン、ドイツ
    • Year and Date
      2007-10-05
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Various dynamic patterns and pattern transitions in the rhythmic contraction by true slime mould Physarum polycephalum2007

    • Author(s)
      高木清二
    • Organizer
      ECCS 2007(European Conference on Complex Systems)
    • Place of Presentation
      ドイツ、ドレスデン
    • Year and Date
      2007-10-05
    • Related Report
      2007 Annual Research Report
  • [Presentation] Various dynamic patterns in the thickness oscillation by the true slime mold2007

    • Author(s)
      高木清二
    • Organizer
      Biocomp 2007
    • Place of Presentation
      ナポリ、イタリア
    • Year and Date
      2007-09-28
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Various dynamic patterns in the thickness oscillation by the true slime mold2007

    • Author(s)
      Seiji Takagi
    • Organizer
      Biocomp 2007
    • Place of Presentation
      Naples Italy.
    • Year and Date
      2007-09-28
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Various dynamic patterns in the thickness oscillation by the true slime mold2007

    • Author(s)
      高木清二
    • Organizer
      Biocomp 2007
    • Place of Presentation
      イタリア、ナポリ
    • Year and Date
      2007-09-28
    • Related Report
      2007 Annual Research Report
  • [Presentation] Dynamic Patterns of Thickness Oscillation in Endoplasmic Droplet2007

    • Author(s)
      高木清二
    • Organizer
      2007 SIAM Conference on Applications of Dynamical Systems
    • Place of Presentation
      アメリカ合衆国、ユタ州、スノーバード
    • Year and Date
      2007-05-31
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Dynamic Patterns of Thickness Oscillation in Endoplasmic Droplet2007

    • Author(s)
      Seiji Takagi
    • Organizer
      2007 SIAM Conference on Applications of Dynamical Systems
    • Place of Presentation
      Sowbird USA.
    • Year and Date
      2007-05-31
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Indecisive Behavior of Amoeba Encountering the Presence of An Environmental Barrier2007

    • Author(s)
      高木清二
    • Organizer
      2007 SIAM Conference on Applications of Dynamical Systems
    • Place of Presentation
      アメリカ合衆国、ユタ州、スノーバード
    • Year and Date
      2007-05-30
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Indecisive Behavior of Amoeba Encountering the Presence of An Environmental Barrier2007

    • Author(s)
      Seiji Takagi
    • Organizer
      2007 SIAM Conference on Applications of Dynamical Systems
    • Place of Presentation
      Sowbird USA.
    • Year and Date
      2007-05-30
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Indecisive behavior of amoeba -experiment andmathematical model-2007

    • Author(s)
      高木清二, 中垣俊之, 上田哲男, 西浦廉政, 上田肇一
    • Organizer
      2nd International Symposium on Dynamical Systems Theory and Its Applications to Biology and Environmental Sciences
    • Place of Presentation
      静岡大学
    • Year and Date
      2007-03-15
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 真性粘菌の厚み振動が示す多様な動的パターンとパターン間遷移2007

    • Author(s)
      高木清二
    • Organizer
      日本物理学会2007年春季大会
    • Place of Presentation
      鹿児島大学
    • Year and Date
      2007-03-15
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Indecisive behavior of amoeba-experiment and mathematical model2007

    • Author(s)
      S. Takagi, T. Nakagaki, T. Ueda, Y. Nishiura, K.-I. Ueda
    • Organizer
      2nd International Symposium on Dynamical Systems Theory and Its Applications to Biology and Environmental Sciences
    • Place of Presentation
      Shizuoka Japan.
    • Year and Date
      2007-03-15
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Transitions between characteristic oscillation patterns in the plasmodium of physarum polycephalum2006

    • Author(s)
      高木清二, 上田哲男
    • Organizer
      EABS & BSJ 2006
    • Place of Presentation
      沖縄コンベンションセンター
    • Year and Date
      2006-10-15
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Transitions between characteristic oscillation patterns in the plasmodium of Physarum polycephalum2006

    • Author(s)
      Seiji Takagi, Tetsuo Ueda
    • Organizer
      EABS & BSJ 2006
    • Place of Presentation
      Okinawa Japan.
    • Year and Date
      2006-10-15
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Book] プラントミメティックス2006

    • Author(s)
      上田哲男 高木清二
    • Publisher
      エヌ・ティー・エス
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Book] プラントミメティクス〜植物に学ぶ〜第1編9節 粘菌の行動と形態形成 : パターンダイナミクスと情報創発(監修、甲斐昌一、森川弘道)2006

    • Author(s)
      上田哲男, 高木清二
    • Total Pages
      8
    • Publisher
      株式会社 エヌ・ティー・エス
    • Related Report
      2006 Annual Research Report
  • [Remarks] 「研究成果報告書概要(和文)」より

    • URL

      http://www.es.hokudai.ac.jp/labo/cell/

    • Related Report
      2007 Final Research Report Summary
  • [Remarks]

    • URL

      http://www.es.hokudai.ac.jp/labo/cell/

    • Related Report
      2007 Annual Research Report

URL: 

Published: 2006-04-01   Modified: 2016-04-21  

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