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Analysis of Resting State Functional Connectivity of Brain Injured Patients using f-MRI and Simultaneous EEG and MEG Recording

Research Project

Project/Area Number 15K01855
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Brain biometrics
Research InstitutionNational Rehabilitation Center for Persons with Disabilities

Principal Investigator

Urakami Yuko  国立障害者リハビリテーションセンター(研究所), 病院 リハビリテーション部(研究所併任), リハビリテーション部長 (00465048)

Co-Investigator(Kenkyū-buntansha) 鷲沢 嘉一  電気通信大学, 大学院情報理工学研究科, 准教授 (10419880)
桐野 衛二  順天堂大学, 医学部, 教授 (90276460)
Research Collaborator TANAKA Shoji  
KAWAMURA Koki  
ANDRZJ Cichocki  
Project Period (FY) 2015-10-21 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords安静時脳活動 / 機能的結合 / 脳波脳磁場同時記録 / 機能的MRI / 脳損傷 / 統合失調症 / 自閉症スペクトラム障害 / 音楽 / 安静時活動 / 脳波脳磁場 / 機能的MRI / 精神疾患
Outline of Final Research Achievements

We evaluated the relationship between activities of resting-state and memory of 10 patients with brain injury and normal volunteers using f-MRI and simultaneous EEG and MEG recordings. There were no differences between two groups. We added analysis of selected patients with focal injury, however, we could not obtain the significant results.
F-MRI showed increased functional connectivity in right inferior temporal and medial prefrontal area in 15 schizophrenic patients compared with normal volunteers, patients with Autism spectrum disorder showed significantly increased functional connectivity in supplementary motor area and temporal pole, which may describe the biological basis of the disease. MEG revealed significant increased gamma-activities and decreased alpha-activities in music school students compared with students outside music school. Using MEG, activities during resting-state and listening to the music may reveal the plasticity of the brain.

Academic Significance and Societal Importance of the Research Achievements

本研究では損傷脳において、対象を限局し、関心領域を定めても、安静時活動と記憶との関連性を、脳波・脳磁図、機能的MRIを用いて示すことは困難であった。研究の方法や手法を再考する必要が生じた。一方で機能的MRIによる機能的結合は統合失調症と自閉症スぺクトラム障害の生物学的基盤の一部を、脳磁図は音楽経験による脳の可塑性を定量化できる可能性がある。

Report

(5 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (18 results)

All 2019 2018 2017 2016 2015

All Journal Article (10 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 9 results,  Open Access: 4 results) Presentation (7 results) (of which Int'l Joint Research: 6 results,  Invited: 2 results) Book (1 results)

  • [Journal Article] 成人自閉症スペクトラム障害患者におけるfunctional connectivityのrs-fMRIを用いた検討.2019

    • Author(s)
      桐野衛二,田中昌司,福田麻由子,稲見理絵,新井平伊,井上令一
    • Journal Title

      日本薬物脳波学会雑誌

      Volume: 18

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Music training is associated with magnetoencephalographic gamma- and alpha-band oscillation binding with attention and consciousness2019

    • Author(s)
      Yuko Urakami and Yoshikazu Washizawa
    • Journal Title

      Activitas Nervosa Superior Rediviva

      Volume: 印刷中

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 精神医学のフロンテイア 機能的MRIと脳波の安静時同時計測による統合失調症患者の脳内機能的連絡の検討2018

    • Author(s)
      桐野衛二
    • Journal Title

      精神神経学雑誌

      Volume: 12011 Pages: 990-996

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Simultaneous rsfMRI and EEG Recordings of Functional Connectivity in Patients with Schizophrenia.2017

    • Author(s)
      Kirino E, Tanaka S, Fukuta M, Inami R, Arai H,Inoue R, Aoki S
    • Journal Title

      Psychiatry and Clinical Neurosciences

      Volume: 71 Pages: 262-270

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Reorganization of the thalamocortical network in musicians2017

    • Author(s)
      Tanaka S, Kirino E.
    • Journal Title

      Brain Research

      Volume: 1664 Pages: 48-54

    • DOI

      10.1016/j.brainres.2017.03.027

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Dynamic Reconfiguration of the Supplementary Motor Area Network during Imagined Music Performance2017

    • Author(s)
      Shoji Tanaka, Eiji Kirino
    • Journal Title

      Frontiers in Human Neuroscience

      Volume: 11 Pages: 1-11

    • DOI

      10.3389/fnhum.2017.00606

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] ニューラルネットワークを用いた自発脳活動解析による音2017

    • Author(s)
      糸賀弘樹,鷲沢嘉一
    • Journal Title

      信学技報

      Volume: 476 Pages: 119-122

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Simultaneous fMRI and EEG Recordings of Functional Connectivity in Patients with Schizophrenia2017

    • Author(s)
      Kirino E.Tanaka S,Fukuta M,Inami R,Arai H,Inoue R,Aoki S
    • Journal Title

      Psychiatry and Clinical Neuroscience

      Volume: 71 Issue: 4 Pages: 262-270

    • DOI

      10.1111/pcn.12495

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 脳波を用いた音楽鑑賞時の感情認識における有効な特徴量の検討2016

    • Author(s)
      糸賀弘樹,鷲沢嘉一
    • Journal Title

      信学技報

      Volume: 115(521) Pages: 385-390

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Functional organization of resting-state networks in young healthy adults.2015

    • Author(s)
      Tanaka S, Fukuta M, Inami R,Kirino E
    • Journal Title

      日本薬物脳波学会雑誌

      Volume: 16 Pages: 5-16

    • Related Report
      2015 Research-status Report
  • [Presentation] Music training is associated with magnetoencephalographic gamma- and alpha-band oscillation binding with attention and consciousness2018

    • Author(s)
      Yuko Urakami.
    • Organizer
      8th International Congress of Pathophysiology
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] EEG based automatic music recommendation system using ranking deep artificial neural network2018

    • Author(s)
      Hiroki Itoga, Yoshikazu Washizawa and Yuko Urakami.
    • Organizer
      8th International Congress of Pathophysiology
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Ranking deep neural network for automatic music recommendation system using EEG2018

    • Author(s)
      Hiroki Itoga, Yoshikazu Washizawa and Yuko Urakami.
    • Organizer
      RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Music training is associated with magnetoencephalographic gamma- and alpha-band oscillation binding with attention and consciousness.2018

    • Author(s)
      Yuko Urakami Yoshikazu Washizawa
    • Organizer
      The 8th International Congress of Pathophysiology
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Ranking deep neural network for automatic music recommendation system using EEG2018

    • Author(s)
      Hiroki Itoga Yoshikazu Washizawa Yuko Urakami
    • Organizer
      The 8th International Congress of Pathophysiology
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Ranking deep neural network for automatic music recommendation system using EEG2018

    • Author(s)
      H. Itoga, Y. Washizawa, and Y. Urakami
    • Organizer
      the 2018 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 脳波情報に基づく音楽推薦システム2017

    • Author(s)
      糸賀弘樹,鷲沢嘉一
    • Organizer
      電子情報通信学会信号処理研究会シンポジウム
    • Related Report
      2017 Research-status Report
  • [Book] Default Mode Network(DMN) Structual Connectivity,Impairments and Role in Daily Activities2015

    • Author(s)
      Yuko Urakami (Dennis Ramirez Eds)
    • Total Pages
      105
    • Publisher
      Nova Biomedical
    • Related Report
      2015 Research-status Report

URL: 

Published: 2015-10-21   Modified: 2020-03-30  

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