• 研究課題をさがす
  • 研究者をさがす
  • KAKENの使い方
  1. 課題ページに戻る

2020 年度 実績報告書

Where is stressed processed in brain during sleep? -- A Neuroimaging study into stress-related abnormalities in brain activity during sleep

研究課題

研究課題/領域番号 19K20141
研究機関京都先端科学大学

研究代表者

梁 滋路  京都先端科学大学, 工学部, 講師 (10782807)

研究期間 (年度) 2019-04-01 – 2021-03-31
キーワードfNIRS / stress / sleep / ubiquitous computing / wearable computing
研究実績の概要

This study investigated the associations between bedtime stress and the hemodynamics in the prefrontal cortex (PFC) during the first sleep cycle under free-living conditions. Stress biomarkers including salivary cortisol and secretory immunoglobulin A (sIgA) were measured using the SOMA Dual Analyte LFD test kits on the experiment nights between 22:00-23:00. Perceived stress level was rated on a 1-10 Likert scale right after the collection of the salivary samples. The hemodynamics of the pre-frontal cortex (PFC) was measured using a wearable functional near-infrared spectroscopy (fNIRS) device. Correlation analysis with statistical test was performed to examine the associations between different stress indicators and a set of time-domain and frequency-domain features derived from the hemodynamic responses. Significantly positive linear correlations were observed in the standard deviation, skewness, and kurtosis between the average concentration change of oxyhemoglobin and that of deoxyhemoglobin in the whole region of interest. Stress was found to correlate to the hemodynamics in the mid-DLPFC, the caudal-DLPFC, and the left RLPFC. The relationships between stress and these PFC subregions depends on the stress indicator adopted.

  • 研究成果

    (17件)

すべて 2021 2020 その他

すべて 国際共同研究 (2件) 雑誌論文 (7件) (うち国際共著 4件、 査読あり 7件、 オープンアクセス 3件) 学会発表 (5件) (うち国際学会 2件) 備考 (3件)

  • [国際共同研究] Queensland University of Technology(オーストラリア)

    • 国名
      オーストラリア
    • 外国機関名
      Queensland University of Technology
  • [国際共同研究] Universite de Toulouse(フランス)

    • 国名
      フランス
    • 外国機関名
      Universite de Toulouse
  • [雑誌論文] A Multi-level Classification Approach for Sleep Stage Prediction with Processed Data Derived from Consumer Wearable Activity Trackers2021

    • 著者名/発表者名
      Liang Z, Chapa-Martell MA
    • 雑誌名

      Frontiers in Digital Health

      巻: 3 ページ: 665946

    • DOI

      10.3389/fdgth.2021.665946

    • 査読あり / オープンアクセス
  • [雑誌論文] An N-of-1 Investigation into Stress Related Hemodynamic Response s in the Prefrontal Cortex During the First Sleep Cycle2021

    • 著者名/発表者名
      Liang Z
    • 雑誌名

      Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

      巻: 0 ページ: -

    • 査読あり
  • [雑誌論文] Validation of Omron Wearable Blood Pressure Monitor HeartGuideTM in Free-Living Environments2021

    • 著者名/発表者名
      Liang Z, Chapa-Martell MA
    • 雑誌名

      Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

      巻: 362 ページ: 339-350

    • DOI

      10.1007/978-3-030-70569-5_22

    • 査読あり / オープンアクセス
  • [雑誌論文] The Role of Continuous Glucose Monitoring in Automatic Detection of Eating Activities2021

    • 著者名/発表者名
      Bertrand L, Cleyet-Marrel N, Liang Z
    • 雑誌名

      Proceedings of The 2021 IEEE 3rd Global Conference on Life Sciences and Technologies (LifeTech)

      巻: 1 ページ: 313-314

    • DOI

      10.1109/LifeTech52111.2021.9391849

    • 査読あり / 国際共著
  • [雑誌論文] Recognizing eating activities in free-living environment using consumer wearable devices2021

    • 著者名/発表者名
      Bertrand L, Cleyet-Marrel N, Liang Z
    • 雑誌名

      Proceedings of The 8th International Symposium on Sensor Science

      巻: 1 ページ: 1-5

    • DOI

      10.3390/I3S2021Dresden-10141

    • 査読あり / 国際共著
  • [雑誌論文] How Does Fitbit Measure Brainwaves: A Qualitative Study into the Credibility of Sleep-tracking Technologies2020

    • 著者名/発表者名
      Liang Z, Ploderer B
    • 雑誌名

      Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

      巻: 4 ページ: 1-29

    • DOI

      10.1145/3380994

    • 査読あり / オープンアクセス / 国際共著
  • [雑誌論文] Developing mHealth App for Tracking Academic Stress and Physiological Reactions to Stress2020

    • 著者名/発表者名
      Liang Z, Oraphan T, Egholm AL
    • 雑誌名

      Proceedings of The IEEE 2nd Global Conference on Life Sciences and Technologies (LifeTech)

      巻: 0 ページ: 147-150

    • DOI

      10.1109/LifeTech48969.2020.1570618580

    • 査読あり / 国際共著
  • [学会発表] Self-rated sleep quality is associated with hemodynamics in prefrontal cortex in the first sleep cycle2021

    • 著者名/発表者名
      Liang Z
    • 学会等名
      The 3rd Congress of Asian Society of Sleep Medicine (ASSM)
    • 国際学会
  • [学会発表] Association between bedtime stress level and hemodynamics in prefrontal cortex during sleep2021

    • 著者名/発表者名
      Liang Z
    • 学会等名
      日本睡眠学会第46回定期学術集会
  • [学会発表] A two-stage imbalanced learning method to sleep stage classification using consumer activity trackers2020

    • 著者名/発表者名
      Liang Z, Chapa-Martell MA
    • 学会等名
      The 13th International Conference on Health Informatics
    • 国際学会
  • [学会発表] Towards automatic analysis of relationship between perceived stress and physical activity with self-tracking technologies2020

    • 著者名/発表者名
      Liang Z, Egholm AL, Oraphan T
    • 学会等名
      IEICE General Conference
  • [学会発表] Leveraging consumer activity trackers for sleep stage prediction2020

    • 著者名/発表者名
      Liang Z, Chapa-Martell MA
    • 学会等名
      The 82th National Convention of the Information Processing Society of Japan
  • [備考] Personal Website

    • URL

      www.zilu-liang.net

  • [備考] Personal profile on Google Scholar

    • URL

      https://scholar.google.co.jp/citations?user=UlMDCkQAAAAJ&hl=ja

  • [備考] Personal profile on ResearchGate

    • URL

      https://www.researchgate.net/profile/Zilu-Liang

URL: 

公開日: 2021-12-27  

サービス概要 検索マニュアル よくある質問 お知らせ 利用規程 科研費による研究の帰属

Powered by NII kakenhi