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Development of an innovative gait intervention approach based on spatio-temporal brain network analysis

Research Project

Project/Area Number 19K22804
Research Category

Grant-in-Aid for Challenging Research (Exploratory)

Allocation TypeMulti-year Fund
Review Section Medium-sized Section 59:Sports sciences, physical education, health sciences, and related fields
Research InstitutionShinshu University

Principal Investigator

Nojima Ippei  信州大学, 医学部, 准教授(特定雇用) (20646286)

Co-Investigator(Kenkyū-buntansha) 菅田 陽怜  大分大学, 福祉健康科学部, 講師 (30721500)
金沢 星慶  東京大学, 大学院情報理工学系研究科, 特任助教 (60744993)
松井 佑介  名古屋大学, 医学系研究科(保健), 准教授 (90761495)
Project Period (FY) 2019-06-28 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥6,500,000 (Direct Cost: ¥5,000,000、Indirect Cost: ¥1,500,000)
Fiscal Year 2021: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2020: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2019: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Keywords脳筋ネットワーク / リハビリテーション / 歩行 / 立位動作 / コヒーレンス / 筋シナジー / ネットワーク解析 / 脳筋コヒーレンス / ウェーブレット / フィードバック / 脳波
Outline of Research at the Start

本研究では、歩行時の脳活動を全脳レベルで解析するとともに、歩行運動に関連するネットワーク情報をリアルタイムにフィードバックするシステムの開発を目指す。また歩行機能が低下した高齢者を対象とした評価も実施し、歩行機能低下に関連する脳ネットワークを明らかにするとともに、歩行異常に関連する特徴量を改善できるネットワーク構造の同定を行っていく。本研究は、歩行時の脳内ネットワークの特徴量を定義することで、頻出する構造を定量化し、その情報を利用して歩行機能の改善を図る、新しい歩行リハの創造を目指す。

Outline of Final Research Achievements

The aim of the current project was to develop a new rehabilitation approach to improve gait function by adjusting neural activity through real-time analysis and presentation of network information on brain and muscle activity during the intervention. The analysis program incorporated a method for capturing temporal changes in muscle activity control during walking movements and extracting appropriate cortico-muscle networks. Intervention examinations using a developed feedback system suggested that subjects who could voluntarily control the strength of the corticomuscular coherence could improve their behavioral performance. On the other hand, these results suggested that this feedback system needed to improve its operability using other feedback methods, and will continue to be considered.

Academic Significance and Societal Importance of the Research Achievements

脳卒中やパーキンソン病といった神経障害による歩行機能低下を改善するためには、脳を含む神経系の活動を適切に調整する必要がある。一方で、歩行時の脳筋活動の関係については、近年その重要性が広く認識されてきているが、まだ十分な知見が得られていない。本研究で開発したフィードバックシステムは、運動中の脳活動と筋活動のネットワークを可視化することで自身の活動を調整するものであり、歩行時の神経ネットワークの関与をより深く検討できるものと考える。また、これまで運動中の神経活動への効果的なアプローチのなかったリハビリテーション介入の新たな可能性を示すことができたものと考える。

Report

(4 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Research-status Report
  • 2019 Research-status Report
  • Research Products

    (26 results)

All 2022 2021 2020 2019 2018 Other

All Journal Article (14 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 14 results,  Open Access: 12 results) Presentation (10 results) (of which Invited: 3 results) Remarks (2 results)

  • [Journal Article] Repetitive training of contralateral limb through reconsolidation strengthens motor skills2022

    • Author(s)
      Gyoda Tomoya、Ishida Kazuto、Watanabe Tatsunori、Nojima Ippei
    • Journal Title

      Neuroscience Letters

      Volume: 766 Pages: 136306-136306

    • DOI

      10.1016/j.neulet.2021.136306

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Strengthening the GABAergic System Through Neurofeedback Training Suppresses Implicit Motor Learning2022

    • Author(s)
      Gyoda Tomoya、Nojima Ippei、Lin Su-Chuan、Koganemaru Satoko、Mima Tatsuya、Tanabe Shigeo、Huang Ying-Zu
    • Journal Title

      Neuroscience

      Volume: 488 Pages: 112-121

    • DOI

      10.1016/j.neuroscience.2022.02.002

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Association between Social Frailty and Sleep Quality among Community-dwelling Older Adults: A Cross-sectional Study2021

    • Author(s)
      Noguchi Taiji、Nojima Ippei、Inoue-Hirakawa Tomoe、Sugiura Hideshi
    • Journal Title

      Physical Therapy Research

      Volume: 24 Issue: 2 Pages: 153-162

    • DOI

      10.1298/ptr.E10085

    • NAID

      130008076791

    • ISSN
      2189-8448
    • Year and Date
      2021-08-20
    • Related Report
      2021 Annual Research Report 2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Brain-Computer Interface Training Based on Brain Activity Can Induce Motor Recovery in Patients With Stroke: A Meta-Analysis2021

    • Author(s)
      Nojima Ippei、Sugata Hisato、Takeuchi Hiroki、Mima Tatsuya
    • Journal Title

      Neurorehabilitation and Neural Repair

      Volume: 36 Issue: 2 Pages: 83-96

    • DOI

      10.1177/15459683211062895

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Role of non-face-to-face social contacts in moderating the association between living alone and mental health among community-dwelling older adults: a cross-sectional study2021

    • Author(s)
      Noguchi Taiji、Nojima Ippei、Inoue-Hirakawa Tomoe、Sugiura Hideshi
    • Journal Title

      Public Health

      Volume: 194 Pages: 25-28

    • DOI

      10.1016/j.puhe.2021.02.016

    • Related Report
      2021 Annual Research Report 2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Magnification of visual feedback modulates corticomuscular and intermuscular coherences differently in young and elderly adults2020

    • Author(s)
      Watanabe Tatsunori、Nojima Ippei、Mima Tatsuya、Sugiura Hideshi、Kirimoto Hikari
    • Journal Title

      NeuroImage

      Volume: 220 Pages: 117089-117089

    • DOI

      10.1016/j.neuroimage.2020.117089

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Navigated repetitive transcranial magnetic stimulation as preoperative assessment in patients with brain tumors2020

    • Author(s)
      Motomura Kazuya、Takeuchi Hiroki、Nojima Ippei、Aoki Kosuke、Chalise Lushun、Iijima Kentaro、Wakabayashi Toshihiko、Natsume Atsushi
    • Journal Title

      Scientific Reports

      Volume: 10 Issue: 1 Pages: 1-1

    • DOI

      10.1038/s41598-020-65944-8

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Smaller muscle mass is associated with increase in EMG-EMG coherence of the leg muscle during unipedal stance in elderly adults2020

    • Author(s)
      Ippei Nojima, Yuki Suwa, Hideshi Sugiura, Taiji Noguchi, ShigeovTanabe, Tatsuya Mima, Tatsunori Watanabe
    • Journal Title

      Human Movement Science

      Volume: 71 Pages: 1-9

    • DOI

      10.1016/j.humov.2020.102614

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Role of beta-band resting-state functional connectivity as a predictor of motor learning ability2020

    • Author(s)
      Sugata Hisato、Yagi Kazuhiro、Yazawa Shogo、Nagase Yasunori、Tsuruta Kazuhito、Ikeda Takashi、Nojima Ippei、Hara Masayuki、Matsushita Kojiro、Kawakami Kenji、Kawakami Keisuke
    • Journal Title

      NeuroImage

      Volume: 210 Pages: 116562-116562

    • DOI

      10.1016/j.neuroimage.2020.116562

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Transcranial static magnetic stimulation over the primary motor cortex alters sequential implicit motor learning2019

    • Author(s)
      Nojima I, Watanabe T, Goyda T, Sugata H, Ikeda T, Mima T.
    • Journal Title

      Neurosci Lett

      Volume: 696 Pages: 33-37

    • DOI

      10.1016/j.neulet.2018.12.010

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Transcranial static magnetic stimulation from bench to bedside and beyond2019

    • Author(s)
      NOJIMA Ippei、OLIVIERO Antonio、MIMA Tatsuya
    • Journal Title

      Neuroscience Research

      Volume: - Pages: 250-255

    • DOI

      10.1016/j.neures.2019.12.005

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] The Association between Social Support Sources and Cognitive Function among Community-Dwelling Older Adults: A One-Year Prospective Study2019

    • Author(s)
      Noguchi Taiji、Nojima Ippei、Inoue-Hirakawa Tomoe、Sugiura Hideshi
    • Journal Title

      International Journal of Environmental Research and Public Health

      Volume: 16 Issue: 21 Pages: 4228-4228

    • DOI

      10.3390/ijerph16214228

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Impaired Motor Skill Acquisition Using Mirror Visual Feedback Improved by Transcranial Direct Current Stimulation (tDCS) in Patients With Parkinson's Disease2019

    • Author(s)
      Horiba M, Ueki Y, Nojima I, Shimizu Y, Sahashi K, Itamoto S, Suzuki A, Yamada G, Matsukawa N, Wada I
    • Journal Title

      Front Neurosci

      Volume: 13 Pages: 602-602

    • DOI

      10.3389/fnins.2019.00602

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Voluntary control of forward leaning posture relates to low-frequency neural inputs to the medial gastrocnemius muscle2018

    • Author(s)
      Watanabe T, Nojima I, Sugiura H, Yacoubi B, Christou EA
    • Journal Title

      Gait & Posture

      Volume: 68 Pages: 187-192

    • DOI

      10.1016/j.gaitpost.2018.11.026

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] 皮質筋コヒーレンス解析に基づくリアルタイムニューロフィードバックアプローチ2022

    • Author(s)
      野嶌一平、金沢星慶
    • Organizer
      第2回物理療法研究会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 健常者におけるNMESの即時作用が姿勢制御に及ぼす影響2022

    • Author(s)
      矢口憲、土屋勇太、野嶌一平
    • Organizer
      第2回物理療法研究会
    • Related Report
      2021 Annual Research Report
  • [Presentation] コヒーレンスフィードバック介入による立位姿勢制御調整2021

    • Author(s)
      野嶌一平、堀内祐希、宇野光平、松井佑介、竹内弘喜、金沢星慶
    • Organizer
      第5回基礎理学療法若手ネットワークシンポジウム
    • Related Report
      2021 Annual Research Report
  • [Presentation] 視覚フィードバック課題を用いた能動的な動的力制御時の皮質-筋コヒーレンス2021

    • Author(s)
      矢口憲、野嶌一平
    • Organizer
      第5回基礎理学療法若手ネットワークシンポジウム
    • Related Report
      2021 Annual Research Report
  • [Presentation] ICU術後せん妄患者に対する早期リハ介入の在院日数抑制効果2021

    • Author(s)
      野嶌一平,山本周平、佐藤正彬、塚越大智、竹田周平、古橋啓介、野口泰司、市村創 、和田有子、瀬戸達一郎、堀内博志
    • Organizer
      第6回日本循環器理学療法学会
    • Related Report
      2021 Annual Research Report
  • [Presentation] ミラー療法による運動麻痺へのアプローチ2020

    • Author(s)
      野嶌一平
    • Organizer
      第50回日本臨床神経生理学会学術大会(シンポジウム)
    • Related Report
      2020 Research-status Report
    • Invited
  • [Presentation] 経皮的脊髄直流電流刺激による歩行機能調整2019

    • Author(s)
      野嶌一平、大鶴直史、大西秀明、美馬達哉
    • Organizer
      第27回日本物理療法学会学術大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 地域在住高齢者における社会的孤立、孤独感と認知機能との関連2019

    • Author(s)
      野口泰司、野嶌一平、井上倫恵、水澤純、濱部優、杉浦英志
    • Organizer
      第61回日本老年医学会学術集会
    • Related Report
      2019 Research-status Report
  • [Presentation] 脳機能修飾技術のリハビリテーションへの応用2019

    • Author(s)
      野嶌一平
    • Organizer
      第56回日本リハビリテーション医学会学術集会教育講演
    • Related Report
      2019 Research-status Report
    • Invited
  • [Presentation] 非侵襲脳刺激法による新しいリハビリテーション介入2019

    • Author(s)
      野嶌一平
    • Organizer
      第21回日本看護医療学会学術集会
    • Related Report
      2019 Research-status Report
    • Invited
  • [Remarks] 運動制御・ヒト神経生理 野嶌研究室

    • URL

      https://www.shinshu-u.ac.jp/faculty/medicine/chair/i-undoseigyo/index.html

    • Related Report
      2021 Annual Research Report
  • [Remarks] 運動制御・ヒト神経生理 野嶌研究室

    • URL

      https://www.shinshu-u.ac.jp/faculty/medicine/chair/i-undoseigyo/index.html

    • Related Report
      2020 Research-status Report

URL: 

Published: 2019-07-04   Modified: 2023-01-30  

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