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Evaluation and prediction of antiproliferative activity in cancer multicellular spheroids in silico

Research Project

Project/Area Number 24650156
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Bioinformatics/Life informatics
Research InstitutionTokyo Metropolitan Institute of Medical Science

Principal Investigator

MINAMIKAWA-TACHINO Reiko  公益財団法人東京都医学総合研究所, ゲノム医科学研究分野, 主任研究員 (70150208)

Co-Investigator(Kenkyū-buntansha) OGURA Kiyoshi  公益財団法人東京都医学総合研究所, ゲノム医科学研究分野, 主任研究員 (70233492)
NAGAYAMA Katsuya  九州工業大学, 大学院・情報工学研究院, 准教授 (70363398)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2014: ¥390,000 (Direct Cost: ¥300,000、Indirect Cost: ¥90,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsin silico / がん細胞 / 3次元培養 / スフェロイド / 増殖シミュレーション / 壊死 / バイオイメージ・インフォマティクス / バイオインフォマティクス / in silico 培養系 / 仮想培養系 / 細胞増殖シミュレーション / 生体生命情報学 / バイオイメージインフォマティクス / がん細胞増殖試験 / 細胞増殖試験
Outline of Final Research Achievements

We have developed a prototype of in silico cancer multicellular spheroid assay. The goal is evaluation and prediction of antiproliferative activity in cancer spheroid forming process.
A forming process is simulated based on time-laps images of the in vitro spheroid assay process. The consistency of these process is preserved by matching both growth curves. As for a cellular particle, the number of generation from the first in the spheroid forming process is assigned as its attribute. The necrotic region is generally specified by stained sections of spheroids. Volume ratio of the obtained necrotic region to the spheroid was roughly estimated. When necrotic generation would be assumed in silico, the volume ratio of the necrotic generation to the whole was estimated. These ratios were approximately equal. They imply there did not exist contradiction in these ratios and demonstrate the in silico assays have the possibility of evaluation and prediction of antiproliferative activity.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (10 results)

All 2015 2014 2013 2012

All Presentation (10 results) (of which Invited: 1 results)

  • [Presentation] Modeling and Simulation on Cancer Cell Migration and Adhesion2015

    • Author(s)
      Ito A., Nagayama K., Minamikawa-Tachino R., Ogura K.
    • Organizer
      The Third BMIRC International Symposium for Virtual Physiological Human
    • Place of Presentation
      March 5th Ikeno-Okuen Garden in Tagawa City and 6th Nogami President Hotel in Iizuka City, Fukuoka, Japan
    • Year and Date
      2015-03-05 – 2015-03-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] A Formation Model of Multicellular Cancer Spheroids2014

    • Author(s)
      Ito A., Nagayama K., Ogura K., Minamikawa-Tachino R.
    • Organizer
      The international conference on systems biology
    • Place of Presentation
      Melbourne, Australia
    • Year and Date
      2014-09-14 – 2014-09-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] 培養記録画像に基づく3次元仮想培養系の検討2014

    • Author(s)
      立野玲子, 伊藤文音, 永山 勝也, 小倉 潔
    • Organizer
      第23回日本バイオイメージング学会 学術集会
    • Place of Presentation
      大阪大学銀杏会館(大阪)
    • Year and Date
      2014-09-04 – 2014-09-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] がんスフェロイド増殖抑制の評価と予測に向けた数値シミュレーション2014

    • Author(s)
      伊藤 文音
    • Organizer
      日本機械学会九州学生会第45回卒業研究発表講演会
    • Place of Presentation
      福岡
    • Related Report
      2013 Research-status Report
  • [Presentation] Growth simulation of multicellular cancer spheroid2013

    • Author(s)
      Minamikawa-Tachino, R., Akaike, S., Nagayama, K., and Ogura, K.
    • Organizer
      35th Annual Conference of the IEEE Engineering in Medicine and Biology Society
    • Place of Presentation
      Osaka
    • Related Report
      2013 Research-status Report
  • [Presentation] がん細胞のスフェロイド形成シミュレーションの試行2013

    • Author(s)
      立野 玲子, 赤池 早紀, 永山 勝也, 小倉 潔
    • Organizer
      第22回日本バイオイメージング学会 学術集会
    • Place of Presentation
      東京
    • Related Report
      2013 Research-status Report
  • [Presentation] 3D structured models of multi-cellular cancer spheroids2013

    • Author(s)
      Minamikawa-Tachino, R., Itoh, A., Nagayama, K., and Ogura, K.
    • Organizer
      The 15th International Conference on Biomedical Engineering
    • Place of Presentation
      Singapore
    • Related Report
      2013 Research-status Report
  • [Presentation] がん治療法の数理・情報学的基盤の研究開発 ─抗がん剤開発における評価と予測をめざして─2013

    • Author(s)
      立野 玲子
    • Organizer
      九州工業大学バイオメディカルインフォマティクス研究開発センター講演会
    • Place of Presentation
      福岡
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] An analytical approach for growing simulation of multicellular cancer spheroid.2012

    • Author(s)
      Minamikawa-Tachino, R., Tomita, H., Nagayama, K., Ogura, K.
    • Organizer
      The 13th international conference on system biology
    • Place of Presentation
      Toronto, Canada
    • Related Report
      2012 Research-status Report
  • [Presentation] スフェロイド分布としてのがん細胞増殖過程の解析.2012

    • Author(s)
      立野玲子, 鈴木 勇, 小倉 潔, 永山勝也
    • Organizer
      日本バイオイメージング学会第21回学術集会
    • Place of Presentation
      京都
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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