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Tsuchiya Yuko  土屋 裕子

ORCIDConnect your ORCID iD *help
Researcher Number 30557773
Other IDs
Affiliation (Current) 2025: 国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 主任研究員
Affiliation (based on the past Project Information) *help 2018 – 2024: 国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 主任研究員
2017: 大阪大学, たんぱく質研究所, 助教
Review Section/Research Field
Principal Investigator
Basic Section 62010:Life, health and medical informatics-related / Life / Health / Medical informatics
Except Principal Investigator
Transformative Research Areas, Section (III)
Keywords
Principal Investigator
オートエンコーダー / 創薬 / 深層学習 / シミュレーション / 疾病発症機構 / 分子動力学シミュレーション / 創薬スクリーニング / スクリーニング / 天然変性領域 / コンピューターシミュレーション / 構造バイオインフォマティクス … More
Except Principal Investigator
… More 祖先型遺伝子 / 機械学習 / 分子進化 / 光合成 / 生命分子計算 Less
  • Research Projects

    (3 results)
  • Research Products

    (11 results)
  • Co-Researchers

    (4 People)
  •  Decoding the environmental adaptation strategies of photo-synthesis system via restoration of ancient proteins

    • Principal Investigator
      白井 剛
    • Project Period (FY)
      2023 – 2027
    • Research Category
      Grant-in-Aid for Transformative Research Areas (A)
    • Review Section
      Transformative Research Areas, Section (III)
    • Research Institution
      Nagahama Institute of Bio-Science and Technology
  •  オートエンコーダーを用いたSTINGの恒常的活性化メカニズムの解明Principal Investigator

    • Principal Investigator
      土屋 裕子
    • Project Period (FY)
      2021 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 62010:Life, health and medical informatics-related
    • Research Institution
      National Institute of Advanced Industrial Science and Technology
  •  Elucidation of the STING activation mechanism considering the dynamicsPrincipal Investigator

    • Principal Investigator
      Tsuchiya Yuko
    • Project Period (FY)
      2017 – 2022
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Life / Health / Medical informatics
    • Research Institution
      National Institute of Advanced Industrial Science and Technology
      Osaka University

All 2022 2021 2020 2019 2018 2017

All Journal Article Presentation

  • [Journal Article] Structure-based analyses of gut microbiome-related proteins by neural networks and molecular dynamics simulations2022

    • Author(s)
      Taneishi Kei、Tsuchiya Yuko
    • Journal Title

      Current Opinion in Structural Biology

      Volume: 73 Pages: 102336-102336

    • DOI

      10.1016/j.sbi.2022.102336

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-17K00405, KAKENHI-PROJECT-21K12134
  • [Journal Article] Autoencoder-based detection of the residues involved in G protein-coupled receptor signaling2021

    • Author(s)
      Tsuchiya Yuko、Taneishi Kei、Yonezawa Yasushige
    • Journal Title

      Scientific Reports

      Volume: 11 Issue: 1 Pages: 19867-19867

    • DOI

      10.1038/s41598-021-99019-z

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-17K05620, KAKENHI-PROJECT-17K00405
  • [Journal Article] Autoencoder-Based Detection of Dynamic Allostery Triggered by Ligand Binding Based on Molecular Dynamics2019

    • Author(s)
      Yuko Tsuchiya, Kei Taneishi, Yasushige Yonezawa
    • Journal Title

      J. Chem. Inf. Model.

      Volume: 59 Issue: 9 Pages: 4043-4051

    • DOI

      10.1021/acs.jcim.9b00426

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-17K00405, KAKENHI-PROJECT-17K05620
  • [Journal Article] 生物学研究の仮説生成のためのシミュレーション:学際研究への応用に向けて2017

    • Author(s)
      土屋裕子、水口賢司
    • Journal Title

      シミュレーション

      Volume: 36 Pages: 139-144

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-17K00405
  • [Presentation] オートエンコーダーに基づくGPCRシグナル伝達経路解析2021

    • Author(s)
      土屋裕子、種石慶、米澤康滋
    • Organizer
      第21回日本蛋白質科学会年会
    • Data Source
      KAKENHI-PROJECT-21K12134
  • [Presentation] オートエンコーダーに基づくGPCRシグナル伝達経路解析2021

    • Author(s)
      土屋裕子、種石慶、米澤康滋
    • Organizer
      第21回日本蛋白質科学会年会
    • Data Source
      KAKENHI-PROJECT-17K00405
  • [Presentation] Autoencoder-based analyses of dynamic allostery on GPCR2020

    • Author(s)
      Tsuchiya Y, Taneishi K, Yonezawa Y
    • Organizer
      第58回日本生物物理学会年会
    • Invited
    • Data Source
      KAKENHI-PROJECT-17K00405
  • [Presentation] Autoencoder-based Analyses of Dynamic Allostery on Proteins by Regulator Binding2019

    • Author(s)
      Tsuchiya Y, Taneishi K, Yonezawa Y
    • Organizer
      CBI学会2019年大会
    • Data Source
      KAKENHI-PROJECT-17K00405
  • [Presentation] Autoencoder-based analyses of dynamic allostery on proteins by regulator binding2019

    • Author(s)
      Tsuchiya Y, Taneishi K, Yonezawa Y
    • Organizer
      第57回日本生物物理学会年会
    • Data Source
      KAKENHI-PROJECT-17K00405
  • [Presentation] Effects of single mutations on STING activation2018

    • Author(s)
      土屋裕子、種石慶、米澤康滋
    • Organizer
      CBI学会2018年大会
    • Data Source
      KAKENHI-PROJECT-17K00405
  • [Presentation] 分子動力学シミュレーションによる化合物活性の評価法の構築2017

    • Author(s)
      土屋裕子、水口賢司
    • Organizer
      第17回日本蛋白質科学会年会
    • Data Source
      KAKENHI-PROJECT-17K00405
  • 1.  白井 剛 (00262890)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 2.  嶺井 隆平 (20872451)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 3.  土方 敦司 (80415273)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  米澤 康滋
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results

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