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Construction of a nursing care support system using a device for simultaneous measurement of activity and autonomic nervous function

Research Project

Project/Area Number 16K20817
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Gerontological nursing
Research InstitutionShiga University of Medical Science

Principal Investigator

Sumi Yukiyoshi  滋賀医科大学, 医学部, 助教 (10772923)

Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2018: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords起立性低血圧 / 自律神経障害 / 転倒 / レム睡眠行動障害 / 高齢者 / 心拍変動解析 / ウェアラブルデバイス / 神経変性疾患 / 介護 / 認知症 / パーキンソン病 / 自律神経系 / 心拍変動 / 転倒予防 / レビー小体病
Outline of Final Research Achievements

We conducted experiments using heart rate variability analysis to assess autonomic dysfunction which is a cause of orthostatic hypotension (OH). Twenty-two patients with REM sleep behavior disorder and 43 healthy elderly were included. An orthostatic test was performed and heart rate variability before standing (in the supine position) was analyzed. Heart rate variability indices were compared with the occurrence of OH.
In OH (+) group, SD1/SD2 was significantly larger than other groups (p=0.004). Since it is reported that SD1/SD2 is associated with autonomic dysfunction, this study showed the possible relationships between heart rate variability in the supine position and the OH occurrence. Future studies are required to develop a system that can predict OH before standing up by analyzing heart rate variability.

Academic Significance and Societal Importance of the Research Achievements

起立性低血圧(OH)を背景とした転倒や骨折の予防は、超高齢社会にとって喫緊の課題である。特に、高齢に伴い増加する自律神経障害に関連したOHは、これまで予測が難しい問題があった。本研究結果により、OHを来たすグループでは特定の心拍変動指標が異なることが示された。本研究結果を応用により、今後自律神経障害は起立前に検出できる可能性がある。これにより、これまで病院などで行ってきた起立試験より安全かつ効果的に行えるたけでなく、将来的にOHの予防や検出が可能なデバイスを構築できる可能性が示唆された。

Report

(5 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (40 results)

All 2020 2019 2018 2017 2016

All Journal Article (9 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 8 results,  Open Access: 9 results,  Acknowledgement Compliant: 1 results) Presentation (26 results) (of which Int'l Joint Research: 10 results) Book (2 results) Funded Workshop (3 results)

  • [Journal Article] Sleep Spindle Detection Using RUSBoost and Synchrosqueezed Wavelet Transform2020

    • Author(s)
      Kinoshita Takafumi、Fujiwara Koichi、Kano Manabu、Ogawa Keiko、Sumi Yukiyoshi、Matsuo Masahiro、Kadotani Hiroshi
    • Journal Title

      IEEE Transactions on Neural Systems and Rehabilitation Engineering

      Volume: 28 Issue: 2 Pages: 390-398

    • DOI

      10.1109/tnsre.2020.2964597

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Obstructive sleep apnea screening by heart rate variability-based apnea/normal respiration discriminant model2019

    • Author(s)
      Nakayama Chikao、Fujiwara Koichi、Sumi Yukiyoshi、Matsuo Masahiro、Kano Manabu、Kadotani Hiroshi
    • Journal Title

      Physiological Measurement

      Volume: 40 Issue: 12 Pages: 125001-125001

    • DOI

      10.1088/1361-6579/ab57be

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Background Music Dependent Reduction of Aversive Perception and Its Relation to P3 Amplitude Reduction and Increased Heart Rate2019

    • Author(s)
      Matsuo Masahiro、Masuda Fumi、Sumi Yukiyoshi、Takahashi Masahiro、Yoshimura Atsushi、Yamada Naoto、Kadotani Hiroshi
    • Journal Title

      Frontiers in Human Neuroscience

      Volume: 13 Pages: 184-184

    • DOI

      10.3389/fnhum.2019.00184

    • NAID

      120007150312

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Heart Rate Variability-based Driver Drowsiness Detection and its Validation with EEG2018

    • Author(s)
      Fujiwara Koichi、Abe Erika、Kamata Keisuke、Nakayama Chikao、Suzuki Yoko、Yamakawa Toshitaka、Hiraoka Toshihiro、Kano Manabu、Sumi Yukiyoshi、Masuda Fumi、Matsuo Masahiro、Kadotani Hiroshi
    • Journal Title

      IEEE Transactions on Biomedical Engineering

      Volume: 1 Issue: 6 Pages: 1-1

    • DOI

      10.1109/tbme.2018.2879346

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Quality of life, depression, and productivity of city government employees in Japan: a comparison study using the Athens insomnia scale and insomnia severity index2018

    • Author(s)
      3.Masanori Takami, Hiroshi Kadotani, Kohei Nishikawa, Yukiyoshi Sumi, Takao Nakabayashi, Yusuke Fujii, Masahiro Matsuo, Naoto Yamada and the NinJaSleep Study Group
    • Journal Title

      Sleep Science and Practice

      Volume: 1 Pages: 1-8

    • NAID

      120006635247

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] RBDの臨床(Review)2018

    • Author(s)
      角幸頼, 松尾雅博, 角谷寛
    • Journal Title

      Movement Disorder Society of Japan (MDSJ) letters

      Volume: 11 Pages: 4-7

    • Related Report
      2018 Research-status Report
    • Open Access
  • [Journal Article] Association of different neural processes during different emotional perceptions of white noise and pure tone auditory stimuli2018

    • Author(s)
      Masuda Fumi、Sumi Yukiyoshi、Takahashi Masahiro、Kadotani Hiroshi、Yamada Naoto、Matsuo Masahiro
    • Journal Title

      Neuroscience letters

      Volume: 665 Pages: 99-103

    • DOI

      10.1016/j.neulet.2017.11.046

    • NAID

      120007150313

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Changes in the symptom frequency of rapid eye movement sleep behavior disorder according to disease duration2017

    • Author(s)
      Sumi Yukiyoshi、Matsuo Masahiro、Nakabayashi Takao、Masuda Fumi、Takahashi Masahiro、Kanemura Takashi、Kuriyama Kenichi、Yamada Naoto、Takami Masanori、Kadotani Hiroshi
    • Journal Title

      Sleep Science and Practice

      Volume: 1 Issue: 1 Pages: 1-6

    • DOI

      10.1186/s41606-017-0017-4

    • NAID

      120006635198

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Comparisons of Portable Sleep Monitors of Different Modalities: Potential as Naturalistic Sleep Recorders2016

    • Author(s)
      Matsuo M, Masuda F, Sumi Y, Takahashi M, Yamada N, Ohira MH, Fujiwara K, Kanemura T, Kadotani H
    • Journal Title

      Front Neurol.

      Volume: 7 Pages: 110-110

    • DOI

      10.3389/fneur.2016.00110

    • NAID

      120007150314

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] レム睡眠行動障害の抑うつ症状・自律神経症状・認知機能低下・睡眠呼吸障害2019

    • Author(s)
      角 幸頼, 松尾 雅博, 栗山 健一, 鷹見 将規, 角谷 寛
    • Organizer
      第57回 睡眠呼吸障害研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] レム睡眠行動障害における抑うつ症状の異質性 認知機能・自律神経・ドパミン神経変性との関連2019

    • Author(s)
      角 幸頼、松尾 雅博、栗山 健一、鷹見 将規、角谷 寛
    • Organizer
      第115回日本精神神経学会学術総会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 高齢患者の術後せん妄発症に対する術前認知機能障害・不安の影響について2019

    • Author(s)
      金尾 亮、森田 幸代、角 幸頼、吉村 篤、飯田 洋也、角谷 寛、清水 智治、谷 眞至、 山田 尚登
    • Organizer
      第115回日本精神神経学会学術総会
    • Related Report
      2019 Annual Research Report
  • [Presentation] レム睡眠行動障害における認知機能低下の特徴についての検討2019

    • Author(s)
      角 幸頼、乳原 彩香、石川 信一、松尾 雅博、角谷 寛
    • Organizer
      日本睡眠学会第 44 回定期学術集会
    • Related Report
      2019 Annual Research Report
  • [Presentation] レム睡眠行動障害におけるドパミン神経変性と認知機能低下の関連2019

    • Author(s)
      乳原 彩香、角 幸頼、松尾 雅博、角谷 寛、石川 信一
    • Organizer
      日本睡眠学会第 44 回定期学術集会
    • Related Report
      2019 Annual Research Report
  • [Presentation] ウェーブレット・シンクロスクイージング変換とランダムアンダーサンプリングによる高精度睡眠紡錘波検出アルゴリズムの開発2019

    • Author(s)
      藤原 幸一、木下 貴文、角 幸頼、松尾 雅博、角谷 寛、加納 学
    • Organizer
      日本睡眠学会第 44 回定期学術集会
    • Related Report
      2019 Annual Research Report
  • [Presentation] サポートベクターマシンに基づいた変数重要度による手首アクチグラフによる週末の寝だめ有無の推定および要因検討2019

    • Author(s)
      後藤 有貴、藤原 幸一、角 幸頼、松尾 雅博、加納 学、角谷 寛
    • Organizer
      日本睡眠学会第 44 回定期学術集会
    • Related Report
      2019 Annual Research Report
  • [Presentation] REM睡眠行動障害の実態と予後について: RBD関連症状 認知機能と運動機能の初期変化の関連と相違2019

    • Author(s)
      松尾 雅博, 角 幸頼, 角谷 寛
    • Organizer
      日本睡眠学会第 44 回定期学術集会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 悪性症候群の軽快に伴い鉄・フェリチンが変動した一例2019

    • Author(s)
      金尾 亮,角 幸頼,松尾 雅博,吉村 篤,尾関 祐二
    • Organizer
      第125回近畿精神神経学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 長期短期記憶と心拍変動に基づく睡眠時無呼吸症候群のスクリーニング2019

    • Author(s)
      岩崎絢子, 仲山千佳夫, 藤原幸一, 藤原幸一, 角幸頼, 松尾雅博, 加納学, 角谷寛
    • Organizer
      第33回 人工知能学会全国大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Using the Japanese version of the brief assessment of cognition in schizophrenia (BACS-J) to assess cognitive function in patients with REM sleep behavior disorder2019

    • Author(s)
      Ayaka Ubara, Yukiyoshi Sumi, Masahiro Matsuo, Shinichi Ishikawa, Hiroshi Kadotani
    • Organizer
      World Sleep Congress 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of spindle detection algorithm by wavelet synchrosqueezes transform and random under sanpling2019

    • Author(s)
      Takafumi Kinoshita, Koichi Fujiwara, Yukiyoshi Sumi, Masahiro Matsuo, Manabu Kano, Hiroshi Kadotani
    • Organizer
      World Sleep Congress 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Casual analysis of “weekend catch-up sleep” using 1-week wrist actigraphy2019

    • Author(s)
      Yuki Goto, Koichi Fujiwara, Yukiyoshi Sumi, Masahiro Matsuo, Manabu Kano, Hiroshi Kadotani,
    • Organizer
      World Sleep Congress 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 手首アクチグラフによる週末の寝だめ有無の推定および変数重要度に基づいた要因検討2019

    • Author(s)
      後藤 有貴,藤原 幸一,角 幸頼,松尾 雅博,加納 学,角谷 寛
    • Organizer
      SSI(計測自動制御学会 システム・情報部門学術講演会)
    • Related Report
      2019 Annual Research Report
  • [Presentation] レム睡眠行動障害の抑うつ症状・自律神経症状・認知機能低下・睡眠呼吸障害2019

    • Author(s)
      角幸頼, 松尾雅博, 栗山健一, 鷹見将規, 角谷寛
    • Organizer
      第57回 睡眠呼吸障害研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] Longer disease duration predicts treatment resistance of REM sleep behavior disorder2018

    • Author(s)
      Yukiyoshi Sumi, Masahiro Matsuo, Takao Nakabayashi, Masanori Takami, Takashi Kanemura, Kenichi Kuriyama, Hiroshi Kadotani,
    • Organizer
      the 9th Congress of Asian Sleep Research Society
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] REM睡眠行動障害患者の症状転帰の予測:症状頻度の重要性2018

    • Author(s)
      角 幸頼, 松尾 雅博, 中林 孝夫, 鷹見 将規, 加根村 隆, 栗山 健一, 山田 尚登, 角谷 寛
    • Organizer
      日本睡眠学会第43回定期学術集会
    • Related Report
      2018 Research-status Report
  • [Presentation] Disease duration rather than aging is a key predicting factor for covert progress of neurodegeneration in patients with rapid eye movement sleep behavior disorder,2018

    • Author(s)
      Yukiyoshi Sumi, Masahiro Matsuo, Kenichi Kuriyama, Hiroshi Kadotani,
    • Organizer
      24th congress of the European Sleep and Research Society
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Subjective sleepiness: its relationship to actual sleep tendency and neurophysiological changes2018

    • Author(s)
      Masahiro Matsuo, Yukiyoshi Sumi, Hiroshi Kadotani
    • Organizer
      24th congress of the European Sleep and Research Society
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Athens Insomnia Scale detects depression with moderate accuracy in three Japanese settings2018

    • Author(s)
      Hiroshi Kadotani, M. Takami, Y. Sumi, K. Nishikawa, M. Uetsu, M. Matsuo,
    • Organizer
      24th congress of the European Sleep and Research Society
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] The Association between Symptom Frequency and Disease Duration of REM Sleep Behavior Disorder: Retrospective Study2017

    • Author(s)
      Yukiyoshi Sumi, Masahiro Matsuo, Fumi Masuda, Naoto Yamada, Hirsoshi Kadotani
    • Organizer
      the 16th Course for Academic Development of Psychiatrists
    • Place of Presentation
      千葉
    • Year and Date
      2017-02-17
    • Related Report
      2016 Research-status Report
  • [Presentation] Decrease of dopamine transporter correlates cognitive decline in rapid eye movement behavior disorder patients2017

    • Author(s)
      13.Yukiyoshi Sumi, Masahiro Matsuo, Takao Nakabayashi, Kenichi Kuriyama, Naoto Yamada, Hirsoshi Kadotani
    • Organizer
      World Sleep Congress 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Validation of HRV-Based Drowsy-Driving Detection Method with EEG Sleep Stage Classification2017

    • Author(s)
      T. Yamakawa, K. Fujiwara, T. Hiraoka, M. Kano, Y. Sumi, F. Masuda, M. Matsuo, H. Kadotani
    • Organizer
      World Sleep Congress 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Sound condition dependent changes in brain electrical activities at the time of sleep onset2017

    • Author(s)
      F Masuda, M Matsuo, M Takahashi, Y Sumi, N Yamada, H Kadotani
    • Organizer
      World Sleep Congress 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] REM睡眠行動異常症での発症後年数と症状程度に関する横断的研究2016

    • Author(s)
      角幸頼, 加根村隆, 中林孝夫, 松尾雅博, 栗山健一, 山田尚登
    • Organizer
      日本睡眠学会第41回定期学術集会
    • Place of Presentation
      東京
    • Year and Date
      2016-07-07
    • Related Report
      2016 Research-status Report
  • [Presentation] 急速進行したレビー小体病の1症例2016

    • Author(s)
      角幸頼, 中林孝夫, 栗本直樹, 松尾雅博, 栗山健一, 山田尚登
    • Organizer
      第119回近畿精神神経学会
    • Place of Presentation
      京都
    • Related Report
      2016 Research-status Report
  • [Book] 睡眠の診かた 睡眠障害に気づくための50症例2019

    • Author(s)
      千葉 茂
    • Total Pages
      136
    • Publisher
      新興医学出版社
    • ISBN
      4880027812
    • Related Report
      2018 Research-status Report
  • [Book] Pharma Medica35巻3号2017

    • Author(s)
      角幸頼, 栗山健一
    • Publisher
      メディカルレビュー社
    • Related Report
      2017 Research-status Report
  • [Funded Workshop] the 9th Congress of Asian Sleep Research Society2018

    • Related Report
      2018 Research-status Report
  • [Funded Workshop] 24th congress of the European Sleep and Research Society2018

    • Related Report
      2018 Research-status Report
  • [Funded Workshop] World Sleep Congress 20172017

    • Related Report
      2017 Research-status Report

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Published: 2016-04-21   Modified: 2021-02-19  

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