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An analysis of cellular mechanoresponse by Raman spectroscopy and deep laerning

Research Project

Project/Area Number 18K04977
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 30020:Optical engineering and photon science-related
Research InstitutionNara Institute of Science and Technology

Principal Investigator

Ryohei Yasukuni  奈良先端科学技術大学院大学, 先端科学技術研究科, 助教 (40620612)

Co-Investigator(Kenkyū-buntansha) 新岡 宏彦  大阪大学, データビリティフロンティア機構, 特任准教授(常勤) (70552074)
Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2020: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2019: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2018: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsフェムト秒レーザー誘起衝撃力 / メカノバイオロジー / カルシウムシグナリング / 単一細胞解析 / メカノレスポンス / 顕微蛍光分光 / 緑色蛍光タンパク質 / ラマン散乱分光 / 深層学習 / 超短パルスレーザー
Outline of Final Research Achievements

In this study, we aimed to elucidate the force sensing mechanism of mammalian cells from their physiological responses to the impulsive force induced by an ultrashort laser pulse focused in water. Cellular responses were evaluated using a combination of microscopic imaging and spectroscopic measurements.
When an impulsive force was applied to mouse myoblasts (C2C12) by focusing femtosecond laser in water, we found that intracellular Ca2+ signaling and changes in local environments such as pH were initiated depending on the magnitude of the applied force. We also identified the initial signal tranduction path of the intracellular Ca2+ signaling and the pH change in response to impulsive force.

Academic Significance and Societal Importance of the Research Achievements

本成果は衝撃力という極めて単純な力学作用に対する細胞の応答が明らかになったという点で、細胞が力を利用して機能を調節する機構解明に重要な知見を得たことに加えて、衝撃力を利用してた細胞機能の制御可能性を示したことで学術的に重要な意義を持つ。
力を利用した生体機能の異常は組織の形成不全や癌化などとも大きく関わることが知られており、本研究により得られた成果を発展させた新しい医療技術などへの貢献が期待される。

Report

(4 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (23 results)

All 2021 2020 2019 2018 Other

All Int'l Joint Research (1 results) Journal Article (4 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 4 results,  Open Access: 4 results) Presentation (18 results) (of which Int'l Joint Research: 3 results,  Invited: 3 results)

  • [Int'l Joint Research] CNRS/Universite Paris Saclay/ENS Paris Saclay(フランス)

    • Related Report
      2019 Research-status Report
  • [Journal Article] Pulsed laser activated impulse response encoder (PLAIRE): sensitive evaluation of surface cellular stiffness on zebrafish embryos2021

    • Author(s)
      Yasukuni Ryohei、Minamino Daiki、Iino Takanori、Araki Takashi、Takao Kohei、Yamada Sohei、Bessho Yasumasa、Matsui Takaaki、Hosokawa Yoichiroh
    • Journal Title

      Biomedical Optics Express

      Volume: 12 Issue: 3 Pages: 1366-1366

    • DOI

      10.1364/boe.414338

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Super-resolution for a dispersive spectrometer using a tilted area sensor and spectrally varying blur kernel interpolation2021

    • Author(s)
      Kitano Kazuya、Funatomi Takuya、Yasukuni Ryohei、Tanaka Kenichiro、Kubo Hiroyuki、Hosokawa Yoichiroh、Mukaigawa Yasuhiro
    • Journal Title

      Optics Express

      Volume: 29 Issue: 2 Pages: 2809-2809

    • DOI

      10.1364/oe.414479

    • NAID

      120006959885

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Enzyme-Assisted Photoinjection of Megadalton Molecules into Intact Plant Cells Using Femtosecond Laser Amplifier2019

    • Author(s)
      Taufiq Indra Rukmana, Gabriela Moran, Rachel Meallet-Renault, Misato Ohtani, Taku Demura
    • Journal Title

      Scientific Reports

      Volume: 9 Issue: 1 Pages: 17530-17530

    • DOI

      10.1038/s41598-019-54124-y

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Quantitative analysis of SERS spectra of MnSOD over fluctuated aptamer signals using multivariate statistics2019

    • Author(s)
      Ryohei Yasukuni, Raymond Gillibert, Mohamed N. Triba, Ruta Grinyte, Valery Pavlov and Marc Lamy de la Chapelle
    • Journal Title

      Nanophotonics

      Volume: 8 Issue: 9 Pages: 1477-1483

    • DOI

      10.1515/nanoph-2019-0041

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] フェムト秒レーザーを用いた細胞の機械刺激とデータ駆動型細胞機能制御への展開2020

    • Author(s)
      安國良平
    • Organizer
      第67回応用物理学会春季学術講演会
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] Spectral Super-resolution by Image Sensor Tilting2020

    • Author(s)
      Kazuya Kitano, takuya funatomi, Ryohei Yasukuni, Kenichiro Tanaka, Hiroyuki Kubo, Yoichiroh Hosokawa, Mukaigawa Yasuhiro
    • Organizer
      OSA Optical Sensors and Sensing / Imaging and Applied Optics Congresses 2020 (OSA COSI2020)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] フェムト秒レーザー誘起衝撃力に応答する細胞のメカノトランスダクション解析2020

    • Author(s)
      安國良平
    • Organizer
      第81回応用物理学会秋季学術講演会
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] フェムト秒レーザー誘起衝撃力とマイクロパターンを用いた細胞接着強度の評価手法2020

    • Author(s)
      間瀬亮太、伊藤賢四郎、山田壮平、岡野和宣、安國良平、細川陽一郎
    • Organizer
      第81回応用物理学会 秋季学術講演会
    • Related Report
      2020 Annual Research Report
  • [Presentation] フェムト秒レーザー誘起衝撃力に誘導される細胞内Ca2+濃度上昇の経路探索2020

    • Author(s)
      杉田 龍紀、 山田 壮平、 岡野和宣、 安國 良平、 細川 陽一郎
    • Organizer
      第81回応用物理学会 秋季学術講演会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 近赤外超短パルスレーザーを用いた細胞の機械刺激と機能制御2020

    • Author(s)
      安國良平
    • Organizer
      M&BE分科会6月研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Evaluation of cellular response to femtosecond laser impulse based on spectral change of fluorescent proteins2019

    • Author(s)
      Keisuke Ide, Sohei Yamada, Kazunori Okano, Ryohei Yasukuni and Yoichiroh Hosokawa
    • Organizer
      10th international conference on molecular electronics and bioelectronics
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] フェムト秒レーザー誘起衝撃力を利用した細胞への分子導入における複数パルス照射効果2019

    • Author(s)
      田中幸宏, 山田壮平, 岡野和宣, 安國良平, 細川陽一郎
    • Organizer
      第80回応用物理学会秋季学術講演会
    • Related Report
      2019 Research-status Report
  • [Presentation] 細胞内の蛍光スペクトル変化に基づく細胞状態評価手法の開発2019

    • Author(s)
      安國良平, 井出敬佑, 山田壮平, 岡野和宣, 細川陽一郎
    • Organizer
      第80回応用物理学会秋季学術講演会
    • Related Report
      2019 Research-status Report
  • [Presentation] 蛍光タンパク質の蛍光スペクトル変化を利用した細胞状態の評価2019

    • Author(s)
      安國良平, 井出 敬佑, 山田 壮平, 新岡 宏彦, 細川 陽一郎
    • Organizer
      光化学討論会
    • Related Report
      2019 Research-status Report
  • [Presentation] フェムト秒レーザー誘起衝撃力に対する細胞応答の評価手法の開発2019

    • Author(s)
      井出敬佑, 山田壮平, 岡野和宜, 安國良平, 細川陽一郎
    • Organizer
      OCU先端光科学シンポジウム
    • Related Report
      2019 Research-status Report
  • [Presentation] フェムト秒レーザー誘起衝撃力を利用した、標的細胞への分子導入2019

    • Author(s)
      田中幸宏, 小柳朱里, 山田壮平, 岡野和宜, 安國良平, 細川陽一郎
    • Organizer
      OCU先端光科学シンポジウム
    • Related Report
      2019 Research-status Report
  • [Presentation] Cellular Responses to Femtosecond Laser Induced Impulse2019

    • Author(s)
      Ryohei Yasukuni, Sohei Yamada, Kazunori Okano and Yoichiroh Hosokawa
    • Organizer
      International micro processes and nanotechnology conference
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Spectroscopic Evaluation of Cellular Response to Femtosecond Laser Induced Impulse2019

    • Author(s)
      Keisuke Ide, Sohei Yamada, Kazunori Okano, Ryohei Yasukuni and Yoichiroh Hosokawa
    • Organizer
      Annual Meeting of the Physical Society of Taiwan
    • Related Report
      2018 Research-status Report
  • [Presentation] 近赤外超短パルス レー ザを用いた単一細胞の機能操作2019

    • Author(s)
      安國 良平 ,小柳 朱里,ルクマナ タウフィク・インドラ ,植栗 陽一,岡野 和宜,山田 壮平,細川 陽一郎
    • Organizer
      レーザー学会学術講演会第39回年次大会
    • Related Report
      2018 Research-status Report
    • Invited
  • [Presentation] 細胞近傍へのフェムト秒レーザー照射による分子導入2018

    • Author(s)
      小柳朱里, 山田壮平, 岡野和宣, 安國良平, 細川陽一郎
    • Organizer
      第79回応用物理学会秋季学術講演会
    • Related Report
      2018 Research-status Report
  • [Presentation] フェムト秒レーザー誘起衝撃力に誘導される動物細胞の生理応答2018

    • Author(s)
      安國 良平, 押川 悠城, 岡野 和宣, 山田 壮平, 細川 陽一郎, Yuan Tsai-Lim, Ho Shu-Wei, Hsu Jung-Lung, Wu Yu-Te, Kao Fu-Jen
    • Organizer
      第79回応用物理学会秋季学術講演会
    • Related Report
      2018 Research-status Report
  • [Presentation] フェムト秒レーザー誘起衝撃力に誘引される細胞内pH応答2018

    • Author(s)
      植栗 陽一, 岡野 和宣, 山田 壮平, 安國 良平, 細川 陽一郎
    • Organizer
      第79回応用物理学会秋季学術講演会
    • Related Report
      2018 Research-status Report

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Published: 2018-04-23   Modified: 2022-01-27  

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