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Neural network based mathematical model and the concentration-response curve of inhalation anesthetics.

Research Project

Project/Area Number 14571475
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Anesthesiology/Resuscitation studies
Research InstitutionHyogo College of Medicine

Principal Investigator

KAMINOH Yoshiroh  Hyogo College of Medicine, Faculty of Medicine, Associate Professor, 医学部, 助教授 (30289061)

Co-Investigator(Kenkyū-buntansha) TASHIRO Chikara  Hyogo College of Medicine, Faculty of Medicine, Professor, 医学部, 教授 (20107048)
Project Period (FY) 2002 – 2005
Project Status Completed (Fiscal Year 2005)
Budget Amount *help
¥3,300,000 (Direct Cost: ¥3,300,000)
Fiscal Year 2005: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2004: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 2003: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 2002: ¥1,000,000 (Direct Cost: ¥1,000,000)
KeywordsInhalation anesthetics / Concentration-response curve / Neural network / Mathematical model / Mechanisms of anesthesia / Age-dependency / Redundancy / Vulnerability / 麻酔作用機序 / 吸入麻酔 / 用量反応曲線 / 協同性 / 最小肺胞内濃度 / 麻酔作用機
Research Abstract

The concentration-response curves of inhalation anesthetics become extremely steep around ED_<50> values, and are often analyzed by logistic plot. The Hill coefficients of clinical anesthesia are in the two-digit ranges about 20 to 30. Contrastingly, the anesthetic concentration-response curves of ion channels and enzymes are gradual ; usually less than three. This discrepancy in the steepness may be a key to solve the anesthesia mechanisms. The present research project deals with the derivation of a mathematical model for the nervous network of anesthesia, and examines the effect of anesthetic on it. Model : It is assumed that there are m conduction pathways (Multi-Path) in the network, and n conduction units (Multi-Unit) in each conduction pathway. Anesthesia is defined as the state where the conduction is lost (Multi-Unit and Multi-Path System : MUMPS). Results and Discussions : 1.The conformational change of dose-response curve : The steep slope (Hill coefficient = 20) of clinical anesthesia can not be achieved by independent increase of n or m values of neural network. 2.The effect of model parameters: When the number of n increases, the apparent anesthetic potency, such as MAC, decreases and the subject becomes weak to the anesthetics. The parameter, n, is the vulnerability parameter. When the number of conduction pathways (m) increases, the apparent potency decreases. The parameter, m, is the redundancy parameter. 3.The age dependency of MAC : We successfully demonstrated that the age dependency of MAC is related to the decreased number of the conduction pathways. 4.The MAC of preferentially anesthetized brain and spinal cord : We showed that the exaggerated anesthetic effects on the spinal cord were related to the structural difference of the neural network between the brain and spinal cord. 5.The interaction of drug : We currently start to investigate the relation between the structures of neural network and the drug interaction.

Report

(5 results)
  • 2005 Annual Research Report   Final Research Report Summary
  • 2004 Annual Research Report
  • 2003 Annual Research Report
  • 2002 Annual Research Report
  • Research Products

    (30 results)

All 2005 2004 2003 2002 Other

All Journal Article (23 results) Book (3 results) Publications (4 results)

  • [Journal Article] 多経路多単位仮説と薬物の作用強度2005

    • Author(s)
      上農喜朗 他3名
    • Journal Title

      麻酔と蘇生 41・1

      Pages: 13-16

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Anesthetic potency is related to the structure of Multi-Unit and Multi-Path System of MAC2005

    • Author(s)
      Yoshiroh Kaminoh, et al. (total 4)
    • Journal Title

      Masui to Sosei 41

      Pages: 13-16

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] The structure of the neural network is related to the anesthetic potency of inhalation anesthetics.2005

    • Author(s)
      Yoshiroh Kaminoh, et al. (total 4)
    • Journal Title

      Basic and Systemic Mechanism of Anesthesia, International Congress Series 1283 (Ed.Mashimo T., Ogli K., Uchida I)(Elsevier, The Netherlands) 1283

      Pages: 306-307

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] The structure of the neural network is related to the anesthetic potency of inhalation anesthetics2005

    • Author(s)
      Yoshiroh Kaminoh, et al.
    • Journal Title

      International Congress Series 1283

      Pages: 306-307

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Multi-Unit and Multi-Path System Can Explain Synergy of Anesthetics2005

    • Author(s)
      Yoshiroh Kaminoh, et al.
    • Journal Title

      Anesthesiology 103

    • Related Report
      2005 Annual Research Report
  • [Journal Article] The potency and dose-response curve of inhalation anesthetics : Mathematical analysis with the Multi-Unit and Multi Path System2005

    • Author(s)
      Yoshiroh Kaminoh, et al.
    • Journal Title

      Anesthesia and Analgesia 100

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 多経路多単位仮説と薬物の作用強度2005

    • Author(s)
      上農喜朗, 他3名
    • Journal Title

      麻酔と蘇生 41,1

      Pages: 13-16

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Multi-Unit and Multi-Path system of the neural network can explain the steep dose-response of MAC2004

    • Author(s)
      Yoshiroh Kaminoh 他3名
    • Journal Title

      J anesth 18・2

      Pages: 94-99

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Multi-Unit and Multi-Path system of the neural network can explain the steep dose-response of MAC.2004

    • Author(s)
      Yoshiroh Kaminoh, et al. (total 4)
    • Journal Title

      J Anesth 18

      Pages: 94-99

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Mechanism of age dependency of MAC : Multi-Unit and Multi-Path System (MUMPS) of anesthesia2004

    • Author(s)
      Kaminoh Y et al.
    • Journal Title

      Anesthesia and Analgesia 98

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Multi-Unit and Multi-Path System of neural network to explain the steep dose-response of MAC2004

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

      Journal of Anesthesia 18

      Pages: 94-99

    • Related Report
      2004 Annual Research Report
  • [Journal Article] The Difference of MAC in the Preferentially Anesthetized Brain and Spinal Cord Is Related to the Structure of the Neural Network2004

    • Author(s)
      Yoshiroh Kaminoh, et al.
    • Journal Title

      Anesthesiology 101

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 物理化学的麻酔作用機序 : 麻酔の臨界温度説・熱力学的活量説・多単位多経路系2003

    • Author(s)
      上農喜朗
    • Journal Title

      Medical Gas 5・1

      Pages: 67-74

    • NAID

      130007810370

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 多経路・多単位系麻酔作用仮説2003

    • Author(s)
      上農喜朗 他3名
    • Journal Title

      麻酔と蘇生 38・4

      Pages: 185-186

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Physico-chemical mechanisms of anesthesia : critical temperature hypothesis of anesthesia, thermodynamic activity theory, and "Multi-Unit and Multi-Path System" of anesthesia.2003

    • Author(s)
      Yoshiroh Kaminoh
    • Journal Title

      Medical Gas 5

      Pages: 67-74

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] "Multi-Unit and Multi-Path System" of anesthesia.2003

    • Author(s)
      Yoshiroh Kaminoh, et al. (total 4)
    • Journal Title

      Masui to Sosei 38

      Pages: 185-186

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 物理化学的麻酔作用機序:麻酔の臨界温度説・熱力学的活量説・多単位多経路系2003

    • Author(s)
      上農喜朗
    • Journal Title

      Medical Gas 5,1

      Pages: 67-74

    • NAID

      130007810370

    • Related Report
      2004 Annual Research Report
  • [Journal Article] MACの年齢依存と多経路・多単位麻酔作用機序仮説2003

    • Author(s)
      上農喜朗, 他3名
    • Journal Title

      Journal of Anesthesia 17S

      Pages: 334-334

    • Related Report
      2004 Annual Research Report
  • [Journal Article] VIMA中の麻酔侵襲に対するセボフルラン高濃度短時間投与とフェンタニル静脈内投与の比較2003

    • Author(s)
      岩谷全亮, 他5名
    • Journal Title

      Journal of Anesthesia 17S

      Pages: 334-334

    • Related Report
      2004 Annual Research Report
  • [Journal Article] The interaction of local anesthetics with the DMPG membrane.2002

    • Author(s)
      Yoshiroh Kaminoh, et al. (total 3)
    • Journal Title

      Molecular and Basic Mechanisms of Anesthesia (Ed.Urban B.W., Barann M.)(Pabst Science Publishers, Miami)

      Pages: 29-35

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 多経路・多単位系麻酔作用機序2002

    • Author(s)
      上農喜朗, 他3名
    • Journal Title

      麻酔と蘇生 38,5

      Pages: 185-186

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 意識のMulti-Unit Multi-Path Systemと麻酔作用機序2002

    • Author(s)
      上農喜朗, 他3名
    • Journal Title

      Journal of Anesthesia 16S

      Pages: 316-316

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Multi-Unit and Multi-Path System (MUMPS) of Anesthesia Mechanism2002

    • Author(s)
      Yoshiroh Kaminoh, et al.
    • Journal Title

      Anesthesiology 96

    • Related Report
      2004 Annual Research Report
  • [Book] 麻酔シミュレーション、先端医療シリーズ33、麻酔科の新しい流れ(後藤文夫, 並木昭義, 島田康弘 編)(175-181)2005

    • Author(s)
      上農喜朗
    • Total Pages
      420
    • Publisher
      先端医療技術研究所、東京
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] The structure of the neural network is related to the anesthetic potency of inhalation anesthetics. In Basic and Systemic Mechanism of Anesthesia (Ed. Mashimo T, Ogli K, Uchida I), International Congress Series 1283,pp306-3072005

    • Author(s)
      Yoshiroh Kaminoh 他3名
    • Total Pages
      342
    • Publisher
      Elsevier, The Netherlands
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Book] The interaction of local anesthetics with the DMPG membrane. In"Molecular and Basic Mechanisms of Anesthesia" (Ed. Urban B.W. and Barann M.), pp29-352002

    • Author(s)
      Yoshiroh Kaminoh 他2名
    • Total Pages
      586
    • Publisher
      Pabst Science Publishers, Miami
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Publications] Kaminoh Y, et al.: "Multi-Unit and Multi-Path System of network to explain the sleep dose-response of MAC"Journal of Anesthesia. 印刷中. (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Kaminoh Y, et al.: "Mechanism of age dependency of MAC : Multi-Unit and Multi-Path System (MUMPS) of anesthesia"Anesthesia and Analgesia. 98. S234 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] 上農喜朗, 他3名: "多経路・多単位系麻酔作用機序"麻酔と蘇生. 第38巻4号. 185-186 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 上農喜朗, 他1名: "意識のMulti-Unit Nulti-Path Systemと麻酔作用機序"Journal of Anesthesia. Volume16 S. 316 (2002)

    • Related Report
      2002 Annual Research Report

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Published: 2002-04-01   Modified: 2016-04-21  

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