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Study of reprograming mechanism in general networks

Research Project

Project/Area Number 26540157
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Life / Health / Medical informatics
Research InstitutionMaebashi Institute of Technology

Principal Investigator

Sakata Katsumi  前橋工科大学, 工学部, 教授 (90545419)

Co-Investigator(Renkei-kenkyūsha) SAITO Toshiyuki  独立行政法人放射線医学総合研究所, 重粒子医科学センター, 主任研究員 (90205667)
KOMATSU Setsuko  独立行政法人農業・食品産業技術総合研究機構・作物研究所, 畑作物研究領域, 上席研究員 (90355751)
Research Collaborator OHYANAGI Hajime  King Abdullah科学技術大学, 研究員
OKUMURA Jun  前橋工科大学, 大学院工学研究科, 学生
ISHIGE Kentaro  前橋工科大学, 大学院工学研究科, 学生
YAMASHITA Shohei  前橋工科大学, 大学院工学研究科, 学生
FUJIEDA Shunsuke  前橋工科大学, 工学部, 学生
HIDAKA Takumi  前橋工科大学, 工学部, 学生
Ramesh Katam  フロリダ農工大学, 生物学科, 専任講師
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywordsネットワークトポロジー / システムバイオロジー
Outline of Final Research Achievements

Transcriptional networks have been studied in relation to recurrent patterns of gene activity, which can be interpreted as cell types. We found a global network structure which controls cell types in the context of expression pattern transitions that induce high potential states, which can lead to diverse expression patterns. We uncovered the global structure in a human transcriptional network based on kinetics-based expression analyses of 2,247 human TFs. Computer simulations showed that the state-space trajectories mimicked expression pattern transitions when human THP-1 myelomonocytic leukaemia cells cease proliferation and differentiate under phorbol myristate acetate stimulation. The global structure could interpret the behaviour of the Yamanaka factors during dedifferentiation, which is essential for induced pluripotent stem cells. We suggested that the structure also existed in nervous systems and in food webs.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (6 results)

All 2016 2015

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

  • [Journal Article] Loss of variation of state detected in soybean metabolic and human myelomonocytic leukaemia cell transcriptional networks under external stimuli2016

    • Author(s)
      坂田 他
    • Journal Title

      Scientific Reports

      Volume: 6 Issue: 1 Pages: 35946-35946

    • DOI

      10.1038/srep35946

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] System-wide analysis of the transcriptional network of human myelomonocytic leukemia cells predicts attractor structure and phorbol-ester-induced differentiation and dedifferentiation transitions2015

    • Author(s)
      Katsumi Sakata, Hajime Ohyanagi, Toshiyuki Saito, et al.
    • Journal Title

      Scientific Reports

      Volume: 5 Issue: 1 Pages: 8283-8283

    • DOI

      10.1038/srep08283

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] A stability analysis of the biological networks, transcriptional network, neural circuit and ecosystem2016

    • Author(s)
      坂田 克己
    • Organizer
      SIAM Conferences on the Life Sciences
    • Place of Presentation
      ボストン(米国)
    • Year and Date
      2016-07-11
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Stability Analysis of the Biological Networks, Transcriptional Network, Neural Circuit and Ecosystem2016

    • Author(s)
      Katsumi Sakata
    • Organizer
      2016 SIAM Annual Meeting SIAM Conference on the Life Sciences
    • Place of Presentation
      Boston, MA, USA
    • Year and Date
      2016-07-11
    • Related Report
      2015 Research-status Report
  • [Presentation] 生命系ネットワークの安定性に関する解析研究2016

    • Author(s)
      山下祥平,藤枝舜祐,坂田克己
    • Organizer
      情報処理学会、第78回全国大会
    • Place of Presentation
      慶應義塾大学 矢上キャンパス
    • Year and Date
      2016-03-10
    • Related Report
      2015 Research-status Report
  • [Presentation] 汎生物ネットワーク的な動特性の解析2015

    • Author(s)
      坂田 克己, 大柳 一, 齋藤 俊行
    • Organizer
      日本応用数理学会2015年 研究部会連合発表会
    • Place of Presentation
      明治大学 中野キャンパス
    • Year and Date
      2015-03-06 – 2015-03-07
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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