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Kamada Mayumi  鎌田 真由美

ORCIDConnect your ORCID iD *help
Researcher Number 70749077
Other IDs
Affiliation (Current) 2025: 北里大学, 未来工学部, 教授
Affiliation (based on the past Project Information) *help 2024: 北里大学, 未来工学部, 教授
2017 – 2023: 京都大学, 医学研究科, 准教授
Review Section/Research Field
Principal Investigator
Basic Section 62010:Life, health and medical informatics-related / Transformative Research Areas, Section (II) / Biophysics
Except Principal Investigator
Transformative Research Areas, Section (II) / Basic Section 62010:Life, health and medical informatics-related / Basic Section 53010:Gastroenterology-related / Basic Section 13010:Mathematical physics and fundamental theory of condensed matter physics-related
Keywords
Principal Investigator
ゲノムバリアント / ゲノム医療 / 時系列解析 / タンパク質立体構造ダイナミクス / ゲノム構造多型 / データ基盤構築 / マルチモーダルデータ / マルチモーダルデータの統合 / マルチモーダル / データモデル … More / データ統合 / 薬剤耐性 / 特徴抽出 / 時系列分析 / 低次元特徴量表現 / タンパク質構造ダイナミクス / 生体生命情報学 / ウェーブレット解析 / 分子動力学シミュレーション / 薬剤感受性 / 構造ダイナミクス / タンパク質立体構造 … More
Except Principal Investigator
深層学習 / 天然物有機化学 / ケミカルバイオロジー / 生物活性分子 / 化合物潜在空間 / システム生物 / 生命情報 / 疾患アトラクター / 機械学習 / アルツハイマー病 / 遺伝子・環境相互作用 / 多因子疾患の発症機序 / 多様性 / 遺伝子変異 / 大腸腺腫 / オルガノイド培養 / 大腸管状腺腫 / 薬理発現 / 動力学的反応論 / 非線形非平衡現象 / 階層的データマイニング / 非線形動力学 / 非平衡ダイナミクス / 薬理の分子機構 / 次元縮約 / 生体分子の機能発現 / 分子内非平衡 / 次元圧縮 / 大自由度カオス / 集団運動 / トレンド成分 / ウエーブレット変換 / 非定常 / ラチェット / 機能発現 / 生体分子 / 時系列解析 / wavelet変換 / カオス / 非平衡 / 階層性 Less
  • Research Projects

    (8 results)
  • Research Products

    (20 results)
  • Co-Researchers

    (23 People)
  •  天然物が織り成す化合物潜在空間が拓く生物活性分子デザイン

    • Principal Investigator
      菊地 和也
    • Project Period (FY)
      2023 – 2027
    • Research Category
      Grant-in-Aid for Transformative Research Areas (A)
    • Review Section
      Transformative Research Areas, Section (II)
    • Research Institution
      Osaka University
  •  Multimodal Bioactivity Data Integration and Utilization Infrastructure DesignPrincipal Investigator

    • Principal Investigator
      鎌田 真由美
    • Project Period (FY)
      2023 – 2027
    • Research Category
      Grant-in-Aid for Transformative Research Areas (A)
    • Review Section
      Transformative Research Areas, Section (II)
    • Research Institution
      Kitasato University
      Kyoto University
  •  Development of Fundamental Technologies for Similarity Search of Human Genome Structural Variant DataPrincipal Investigator

    • Principal Investigator
      鎌田 真由美
    • Project Period (FY)
      2023 – 2025
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 62010:Life, health and medical informatics-related
    • Research Institution
      Kyoto University
  •  Systems pathology approach using deep learning to understand the effect of environmental exposure on the pathogenesis of common diseases

    • Principal Investigator
      荻島 創一
    • Project Period (FY)
      2021 – 2023
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 62010:Life, health and medical informatics-related
    • Research Institution
      Tohoku University
  •  Hierarchical data mining toward molecular dynamics of biomolecules and allication to pharmacy

    • Principal Investigator
      Toda Mikito
    • Project Period (FY)
      2019 – 2022
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 13010:Mathematical physics and fundamental theory of condensed matter physics-related
    • Research Institution
      Nara Women's University
  •  Genetic profile and biological diversity of colorectal tubular adenoma

    • Principal Investigator
      Yamada Atsushi
    • Project Period (FY)
      2019 – 2021
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 53010:Gastroenterology-related
    • Research Institution
      Kyoto University
  •  Functional analysis of genomic variants based on structural dynamics of proteinsPrincipal Investigator

    • Principal Investigator
      Kamada Mayumi
    • Project Period (FY)
      2019 – 2020
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 62010:Life, health and medical informatics-related
    • Research Institution
      Kyoto University
  •  Detection of differences in protein dynamics caused by genomic variantPrincipal Investigator

    • Principal Investigator
      Kamada Mayumi
    • Project Period (FY)
      2017 – 2018
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Biophysics
    • Research Institution
      Kyoto University

All 2023 2022 2021 2019 2018

All Journal Article Presentation

  • [Journal Article] RDFization of Interview Forms for Effective Use of Pharmaceutical Documents2023

    • Author(s)
      長尾 知生子、鎌田 真由美、中津井 雅彦、深川 明子、片山 俊明、川島 秀一、水口 賢司、安倍 理加
    • Journal Title

      Japanese Journal of Drug Informatics

      Volume: 24 Issue: 4 Pages: 187-195

    • DOI

      10.11256/jjdi.24.187

    • ISSN
      1345-1464, 1883-423X
    • Year and Date
      2023-02-28
    • Language
      Japanese
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21H03537
  • [Journal Article] Inhibition of the bone morphogenetic protein pathway suppresses tumor growth through downregulation of epidermal growth factor receptor in <scp>MEK</scp>/<scp>ERK</scp>‐dependent colorectal cancer2023

    • Author(s)
      Shimizu Shota、Kondo Jumpei、Onuma Kunishige、Coppo Roberto、Ota Kasumi、Kamada Mayumi、Harada Yohei、Tanaka Yoshihisa、Nakazawa Mai Adachi、Tamada Yoshinori、Okuno Yasushi、Kawada Kenji、Obama Kazutaka、Coffey Robert J.、Fujiwara Yoshiyuki、Inoue Masahiro
    • Journal Title

      Cancer Science

      Volume: 114 Issue: 9 Pages: 3636-3648

    • DOI

      10.1111/cas.15882

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22KF0212, KAKENHI-PROJECT-21K07942, KAKENHI-PROJECT-22K19456, KAKENHI-PROJECT-21H03537
  • [Journal Article] Distinct but interchangeable subpopulations of colorectal cancer cells with different growth fates and drug sensitivity2023

    • Author(s)
      Coppo Roberto、Kondo Jumpei、Iida Keita、Okada Mariko、Onuma Kunishige、Tanaka Yoshihisa、Kamada Mayumi、Ohue Masayuki、Kawada Kenji、Obama Kazutaka、Inoue Masahiro
    • Journal Title

      iScience

      Volume: 26 Issue: 2 Pages: 105962-105962

    • DOI

      10.1016/j.isci.2023.105962

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21K07942, KAKENHI-PROJECT-22K19456, KAKENHI-PROJECT-21H02714, KAKENHI-PROJECT-22KF0212, KAKENHI-PROJECT-21H03537
  • [Journal Article] An Overview of Genomic Medicine and Efforts in Japan2023

    • Author(s)
      鎌田 真由美、河合 洋介
    • Journal Title

      JSBi Bioinformatics Review

      Volume: 4 Issue: 2 Pages: 81-90

    • DOI

      10.11234/jsbibr.2023.2

    • ISSN
      2435-7022
    • Language
      Japanese
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K11319
  • [Journal Article] Clinicopathological and molecular characterization of deficient mismatch repair colorectal cancer2022

    • Author(s)
      Yamada Atsushi、Yamamoto Yoshihiro、Minamiguchi Sachiko、Kamada Mayumi、Sunami Tomohiko、Ohashi Shinya、Seno Hiroshi、Kawada Kenji、Muto Manabu
    • Journal Title

      Human Pathology

      Volume: 130 Pages: 1-9

    • DOI

      10.1016/j.humpath.2022.09.005

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21H03537
  • [Journal Article] Machine learning-based prediction of relapse in rheumatoid arthritis patients using data on ultrasound examination and blood test2022

    • Author(s)
      Matsuo Hidemasa、Kamada Mayumi、Imamura Akari、Shimizu Madoka、Inagaki Maiko、Tsuji Yuko、Hashimoto Motomu、Tanaka Masao、Ito Hiromu、Fujii Yasutomo
    • Journal Title

      Scientific Reports

      Volume: 12 Issue: 1 Pages: 7224-7224

    • DOI

      10.1038/s41598-022-11361-y

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K08475, KAKENHI-PROJECT-18K12103, KAKENHI-PROJECT-21H03537
  • [Journal Article] Network-based pathogenicity prediction for variants of uncertain significance2021

    • Author(s)
      Kamada Mayumi、Takagi Atsuko、Kojima Ryosuke、Tanaka Yoshihisa、Nakatsui Masahiko、Tanabe Noriko、Hirata Makoto、Yoshida Teruhiko、Okuno Yasushi
    • Journal Title

      bioRxiv

      Volume: -

    • DOI

      10.1101/2021.07.15.452566

    • Open Access
    • Data Source
      KAKENHI-PROJECT-21H03537
  • [Journal Article] AIM in Genomic Basis of Medicine: Applications2021

    • Author(s)
      Kamada Mayumi, Okuno Yasushi
    • Journal Title

      Artificial Intelligence in Medicine

      Volume: - Pages: 1-10

    • DOI

      10.1007/978-3-030-58080-3_264-1

    • ISBN
      9783030580803
    • Open Access
    • Data Source
      KAKENHI-PROJECT-21H03537
  • [Journal Article] Distinct and interchangeable growing patterns in colorectal cancer stem-like cells are regulated by Musashi-12021

    • Author(s)
      Coppo Roberto、Kondo Jumpei、Iida Keita、Okada Mariko、Onuma Kunishige、Tanaka Yoshihisa、Kamada Mayumi、Ohue Masayuki、Kawada Kenji、Obama Kazutaka、Inoue Masahiro
    • Journal Title

      bioRxiv

      Volume: -

    • DOI

      10.1101/2021.11.25.469977

    • Open Access
    • Data Source
      KAKENHI-PROJECT-21H03537
  • [Presentation] A Comparative Study and Normalization Strategies for Structural Variant Analysis2023

    • Author(s)
      Mayumi KAMADA, Toshiaki KATAYAMA, Yosuke KAWAI
    • Organizer
      The International Conference on Intelligent Systems for Molecular Biology (ISMB) 2023
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K11319
  • [Presentation] 医療・創薬研究におけるデータ統合2023

    • Author(s)
      鎌田 真由美
    • Organizer
      2023年日本バイオインフォマティクス学会年会・第12回生命医薬情報学連合大会(IIBMP2023)
    • Invited
    • Data Source
      KAKENHI-PLANNED-23H04886
  • [Presentation] Elucidation of Mortality Triggers Using Temporal Predictive Models2023

    • Author(s)
      Tatsuki YAMAMOTO, Yuzuha TSUJI , Minoru SAKURAGI , Yuji OKAMOTO , Mayumi KAMADA , Yasushi OKUNO
    • Organizer
      情報計算化学生物学会2023年大会(CBI2023)
    • Data Source
      KAKENHI-PLANNED-23H04886
  • [Presentation] pplication of Machine Learning Models in Prediction of Disease Therapeutic Target Molecules Using Gene Expression Profiles2023

    • Author(s)
      Narumi Hatano, Mayumi Kamada, Ryosuke Kojima, Hiroaki Iwata, Yasushi Okuno
    • Organizer
      情報計算化学生物学会2023年大会(CBI2023)
    • Data Source
      KAKENHI-PLANNED-23H04886
  • [Presentation] Structural dynamics of biomolecules and application to genomic medicine2021

    • Author(s)
      鎌田真由美
    • Organizer
      「複雑系数理:物理・化学・生物・情報 と カオス」シンポジウム
    • Invited
    • Data Source
      KAKENHI-PROJECT-19K20398
  • [Presentation] Evaluation of differences in protein dynamics caused by genomic variant using time-series data2019

    • Author(s)
      Mayumi Kamada, Mikito Toda
    • Organizer
      The annual international conference on Intelligent Systems for Molecular Biology (ISMB)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20398
  • [Presentation] Construction of clinical genome information database to promote precision medicine2018

    • Author(s)
      Mayumi Kamada, Masahiko Nakatsui, Yasushi Okuno
    • Organizer
      The 63rd Annual Meeting of the Japan Society of Human Genetics
    • Invited
    • Data Source
      KAKENHI-PROJECT-17K17837
  • [Presentation] Feature extraction using wavelet transformation to reveal genomic variant effects on binding affinity of EGFR2018

    • Author(s)
      Mayumi Kamada, Mikito Toda
    • Organizer
      The Asia Pacific Bioinformatics Conference (APBC) 2018
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K17837
  • [Presentation] Feature extraction using wavelet transformation to reveal genomic variant effect on binding affinity of EGFR2018

    • Author(s)
      Mayumi Kamada, Mikito Toda
    • Organizer
      The 16th Asia Pacific Bioinformatics Conference (APBC),
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K17837
  • [Presentation] Detection of differences in protein dynamics due to genomic mutation using wavelet transform2018

    • Author(s)
      Mayumi Kamada, Mikito Toda
    • Organizer
      2018 European Conference on Computational Biology (ECCB)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K17837
  • [Presentation] Developing prediction methods for disease treatment and prevention taking into account individual variability2018

    • Author(s)
      Mayumi Kamada
    • Organizer
      5th RIKEN-KI/SciLifeLab Symposium
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K17837
  • 1.  片山 俊明 (60396869)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 1 results
  • 2.  Toda Mikito (70197896)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 3.  Yamada Atsushi (20569610)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  森藤 紳哉 (30273832)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  井上 正宏 (10342990)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 6.  近藤 純平 (80624593)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 7.  荻島 創一 (40447496)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 8.  川島 秀一 (50314274)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  宮下 哲典 (60323995)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 10.  小島 諒介 (70807651)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 11.  水野 聖士 (80646795)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 12.  菊地 和也 (70292951)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 13.  榊原 康文 (10287427)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 14.  伊藤 寛晃 (20758205)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 15.  丹羽 節 (30584396)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 16.  荒井 緑 (40373261)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 17.  大森 建 (50282819)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 18.  大上 雅史 (50743209)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 19.  上田 実 (60265931)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 20.  吉田 稔 (80191617)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 21.  河合 洋介 (30435515)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 22.  COPPO ROBERTO
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 2 results
  • 23.  松尾 英将
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results

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