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A study of neural network alterations in autism using nonlinear neuroimaging approach

Research Project

Project/Area Number 25461755
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Psychiatric science
Research InstitutionKanazawa University (2014-2015)
University of Fukui (2013)

Principal Investigator

Takahashi Tetsuya  金沢大学, 子どものこころの発達研究センター, 准教授 (00377459)

Co-Investigator(Kenkyū-buntansha) Kawatani Masao  福井大学, 医学部付属病院, 講師 (10362047)
Ueno Kanji  福井大学, 医学部付属病院, 医員 (50600152)
Okazaki Ryoko  福井大学, 医学部付属病院, 医員 (90647778)
Co-Investigator(Renkei-kenkyūsha) Ishitobi Makoto  国立精神神経センター, 室長 (50464053)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2015: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywords自閉性障害 / 神経ネットワーク / 脳波・脳磁図 / 非線形理論 / グラフ理論 / 自閉症スペクトラム障害 / 脳内神経ネットワーク障害 / 非線形複雑性理論 / マルチスケールエントロピー解析 / スモールワールドネス / 脳波 / 脳磁図 / 非線形解析 / マルチスケールエントロピー / 神経ネットワーク障害
Outline of Final Research Achievements

Aberrant neural network lies at the heart of autism spectrum disorders (ASD). Nonlinear theory and graph theory approaches to EEG and MEG data have provided a useful framework to study functional neural networks architecture. Regarding these two theories, we aimed to characterize the neural network alterations in ASD.
Results suggested that evaluation of EEG complexity offers a useful therapeutic assessment of ASD (Okazaki et al., 2015). Additionally, enhanced brain development (MEG signal variability) (Takahashi et al., 2016) and hyper-efficiency (higher small-worldness) (Takahashi et al., Submitted) were observed in children with ASD.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (9 results)

All 2016 2015 2013 Other

All Int'l Joint Research (1 results) Journal Article (6 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 6 results,  Open Access: 5 results,  Acknowledgement Compliant: 2 results) Presentation (1 results) Remarks (1 results)

  • [Int'l Joint Research] Psychiatry and Behavioral Studies/University of Texas(米国)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Enhanced brain signal variability in children with autism spectrum disorder during early childhood.2016

    • Author(s)
      Takahashi T, Yoshimura Y, Hiraishi H, Hasegawa C, Munesue T, Higashida H, Minabe Y, Kikuchi M.
    • Journal Title

      Hum Brain Mapp.

      Volume: 37(3) Issue: 3 Pages: 1038-1050

    • DOI

      10.1002/hbm.23089

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Wide Range Multiscale Entropy Changes through Development.2016

    • Author(s)
      Polizzotto N, Takahashi T, Walker P, Cho R
    • Journal Title

      Entropy

      Volume: 18 Issue: 1 Pages: 12-12

    • DOI

      10.3390/e18010012

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Atypical Bilateral Brain Synchronization in the Early Stage of Human Voice Auditory Processing in Young Children with Autism.2016

    • Author(s)
      Kurita T, Kikuchi M, Yoshimura Y, Hiraishi H, Hasegawa C, Takahashi T, Hirosawa T, Furutani N, Higashida H, Ikeda T, Mutou K, Asada M, Minabe Y.
    • Journal Title

      PLoS One

      Volume: 13 Issue: 4 Pages: 0153077-0153077

    • DOI

      10.1371/journal.pone.0153077

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Changes in EEG complexity with electroconvulsive therapy in a patient with autism spectrum disorders: a multiscale entropy approach.2015

    • Author(s)
      Okazaki R, Takahashi T*, Ueno K, Takahashi, Ishitobi M, Kikuchi M, Higashima M, Wada Y.
    • Journal Title

      Front Hum Neurosci

      Volume: 9 Pages: 17-17

    • DOI

      10.3389/fnhum.2015.00106

    • Related Report
      2015 Annual Research Report 2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Neurophysiological basis of creativity in healthy elderly people: a multiscale entropy approach.2015

    • Author(s)
      Ueno K, Takahashi T, Takahashi K, Mizukami K, Tanaka Y, Wasa Y.
    • Journal Title

      Clinical Neurophysiology

      Volume: 126 Issue: 3 Pages: 524-531

    • DOI

      10.1016/j.clinph.2014.06.032

    • Related Report
      2015 Annual Research Report 2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Effects of electroconvulsive therapy on neural complexity in patients with depression: Report of three cases.2013

    • Author(s)
      Okazaki R, Takahashi T, Ueno K, Takahashi K, Higashima M, Wada Y.
    • Journal Title

      J Affect Disord

      Volume: 150 Issue: 2 Pages: 389-392

    • DOI

      10.1016/j.jad.2013.04.029

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] 自閉性障害に合併した強迫症状に対する電気けいれん療法の影響につて:脳波のマルチスケールエントロピー解析を用いた検討2013

    • Author(s)
      高橋哲也,岡崎玲子,上野幹二,松村由紀子,東間正人,和田有司
    • Organizer
      日本臨床神経生理学会
    • Place of Presentation
      高知、高知県民文化ホール・ザクラウンパレス新阪急高知・三翠園
    • Related Report
      2013 Research-status Report
  • [Remarks] 金沢大学 子どものこころの発達研究センター

    • URL

      http://kodomokokoro.w3.kanazawa-u.ac.jp/

    • Related Report
      2015 Annual Research Report

URL: 

Published: 2014-07-25   Modified: 2022-01-27  

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