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Informatics and mathematics for In siloco reconstruction of mammalian early embryogenesis

Planned Research

Project AreaCell Community in early mammalian development
Project/Area Number 21116006
Research Category

Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)

Allocation TypeSingle-year Grants
Review Section Biological Sciences
Research InstitutionThe University of Tokyo

Principal Investigator

KOBAYASHI Tetsuya  東京大学, 生産技術研究所, 准教授 (90513359)

Co-Investigator(Kenkyū-buntansha) FUNAHASHI Akira  慶應義塾大学, 理工学部, 准教授 (70324548)
Co-Investigator(Renkei-kenkyūsha) HIROI Noriko  慶應義塾大学, 理工学部, 講師 (20548408)
HONDA Hisao  兵庫大学, 健康科学部, 教授 (10289118)
Project Period (FY) 2009-07-23 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥65,650,000 (Direct Cost: ¥50,500,000、Indirect Cost: ¥15,150,000)
Fiscal Year 2013: ¥11,830,000 (Direct Cost: ¥9,100,000、Indirect Cost: ¥2,730,000)
Fiscal Year 2012: ¥13,910,000 (Direct Cost: ¥10,700,000、Indirect Cost: ¥3,210,000)
Fiscal Year 2011: ¥12,350,000 (Direct Cost: ¥9,500,000、Indirect Cost: ¥2,850,000)
Fiscal Year 2010: ¥12,350,000 (Direct Cost: ¥9,500,000、Indirect Cost: ¥2,850,000)
Fiscal Year 2009: ¥15,210,000 (Direct Cost: ¥11,700,000、Indirect Cost: ¥3,510,000)
Keywords発生・分化 / 数理工学 / 細胞・組織 / 生体生命情報学 / シミュレーション工学 / バイオイメージング / 画像解析 / バイオイメージインフォマティクス / 初期発生 / 時空間動態 / 哺乳類 / 数理モデル / バイオイメージ
Research Abstract

In this work, we developed semi-automatic image analysis system for 4D bio-imaging data of mammalian preimplantation embryos. With this system, we can automatically detect the positions of nuclei with 99% accuracy and manually correct the rest of only 1% error. The detected nuclei are subsequently tracked over time by solving an optimization problem for the association of dividing and moving nuclei.The system enables us to track each mouse embryo from one cell up to 16- to 32-cell stage, and successfully reconstructed developmental dynamics of several embryos. By mapping various properties of embryogenesis onto the lineage of a reconstructed embryo, we can analyze the developmental process quantitatively and dynamically.
We also developed bio-image analysis algorithms, data processing methods, and mathematical models that can be used for a variety of developmental phenomena.

Report

(6 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (57 results)

All 2014 2013 2012 2011 2010 Other

All Journal Article (14 results) (of which Peer Reviewed: 12 results) Presentation (42 results) (of which Invited: 16 results) Remarks (1 results)

  • [Journal Article] Single Cell Visualization of Yeast Gene Expression Shows Correlation of Epigenetic Switching Between Multiple Heterochromatic Regions Through Multiple Generations2013

    • Author(s)
      Y.Mano, T.J. Kobayashi, J.Nakayama, H.Uchida, M.Oki
    • Journal Title

      Plos Biology

      Volume: Vol.11

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 細胞のふるまいを読み解く時系列に潜む情報量2013

    • Author(s)
      小林徹也、上村淳
    • Journal Title

      実験医学

      Volume: Vol.31(8) Pages: 1239-1244

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] 定量データが切り開く生命科学2013

    • Author(s)
      小林徹也
    • Journal Title

      実験医学

      Volume: Vol.31(8) Pages: 1202-1208

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] Single Cell Visualization of Yeast Gene Expression Shows Correlation of Epigenetic Switching Between Multiple Heterochromatic Regions Through Multiple Generations2013

    • Author(s)
      Yasunobu Mano, Tetsuya J. Kobayashi, Jun-ichi Nakayama, Hiroyuki Uchida, Masaya Oki
    • Journal Title

      Plos Biology

      Volume: 11 Issue: 7 Pages: e1001601-e1001601

    • DOI

      10.1371/journal.pbio.1001601

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automatic Extraction of Nuclei Centroids of Mouse Embronic Cells from Fluorescence Microscopy Images2012

    • Author(s)
      K.Bashar, K.Komatsu, T.Fujimori, T.J. Kobayashi
    • Journal Title

      Plos One

      Volume: Vol.7(5)

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Information processing and integration with intracellular kinetics near critical point2012

    • Author(s)
      A.Kamimura,T.J. Kobayashi
    • Journal Title

      Frontiers in Physiology

      Volume: Vol.3 Pages: 203-203

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Physiological intracellular crowdedness is defined by perimeter to area ratio of subcellular compartments2012

    • Author(s)
      N.Hiroi, T.Okuhara, T.Kubojima, K.Iba, A.Tabira, S.Yamashita, Y.Okada, T.J. Kobayashi,A. Funahashi
    • Journal Title

      Frontiers in Physiology

      Volume: Vol.3 Pages: 293-293

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Automatic Extraction of Nuclei Centroids of Mouse Embry- onic Cells from Fluorescence Microscopy Images2012

    • Author(s)
      Md. Khayrul Bashar, Koji Komatsu, Toshihiko Fujimori and Tetsuya J. Kobayashi
    • Journal Title

      Plos One

      Volume: 7 Issue: 5 Pages: e35550-e35550

    • DOI

      10.1371/journal.pone.0035550

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Information Processing and integration with intracellular dynamics near critical point2012

    • Author(s)
      A. Kamimura, T. J. Kobayashi
    • Journal Title

      Frontiers in Fractal Physiology

      Volume: 3 Pages: 203-203

    • DOI

      10.3389/fphys.2012.00203

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Physiological intracellular crowdedness is defined by perimeter to area ratio of subcellular compartments2012

    • Author(s)
      Noriko Hiroi, Takahiro Okuhara, Takeshi Kubojima, Keisuke Iba, Akito Tabira, Shuji Yamashita, Yasunori Okada, Tetsuya J. Kobayashi, Akira Funahashi
    • Journal Title

      Frontiers in Physiology

      Volume: 7 Pages: 293-293

    • DOI

      10.3389/fphys.2012.00293

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Perturbation analyses of intermolecular interactions2011

    • Author(s)
      Y. M. Koyama, T.J. Kobayashi, H.R. Ueda
    • Journal Title

      Physical Review E

      Volume: Vol.84 Pages: 26704-26704

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Perturbation analyses of intermolecular interactions2011

    • Author(s)
      Yohei M.Koyama, Tetsuya J.Kobayashi, Hiroki R.Ueda
    • Journal Title

      Physical Review E

      Volume: 84 Pages: 26704-26704

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Atypical Cadherins Dachsous and Fat Control Dynamics of Noncentrosomal Microtubules in Planar Cell Polarity2010

    • Author(s)
      T.Harumoto, M.Ito, Y.Shimada,T.J. Kobayashi, H.R. Ueda, B.Lu, T.Uemura
    • Journal Title

      Developmental cell

      Volume: Vol.19 Pages: 389-401

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Atypical Cadherins Dachsous and Fat Control Dynamics of Noncentrosomal Microtubules in Planar Cell Polarity2010

    • Author(s)
      Toshiyuki Harumoto, Masayoshi Ito, Yuko Shimada, Tetsuya J.Kobayashi, Hiroki R.Ueda, Bingwei Lu
    • Journal Title

      Developmental cell

      Volume: 19 Pages: 389-401

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] ミクロな細胞システムにおけるゆらぎと確率的情報処理2014

    • Author(s)
      小林徹也
    • Organizer
      続日本ゆらぎ現象研究会
    • Place of Presentation
      東京工業大学, 東京
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Bayesian Information Processing in Stochastic Biological Systems2013

    • Author(s)
      T.J. Kobayashi
    • Organizer
      International Conference of Noise and Fluctuation 2013
    • Place of Presentation
      Montpellier, France
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Presentation] Information Decoding in Microscopic Biological Processes2013

    • Author(s)
      T.J. Kobayashi
    • Organizer
      35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Related Report
      2013 Final Research Report
  • [Presentation] Dynamic Information Processing in Biological Sensing Systems2013

    • Author(s)
      T. J. Kobayashi
    • Organizer
      Nonlinear Theory and Its Applications 2013
    • Related Report
      2013 Final Research Report
  • [Presentation] Dynamics of Bayesian Inference and its Application to Cellular Decision-Making2013

    • Author(s)
      T.J. Kobayashi
    • Organizer
      Information, probability and inference in systems biology (IPISB 2013)
    • Related Report
      2013 Final Research Report
  • [Presentation] Analysis of changes in Epigenetic gene expression by single cell2013

    • Author(s)
      Masaya Oki, Tetsuya. J. Kobayashi
    • Organizer
      酵母からのエピジェネティクス研究へのメッセージ; ~酵母が明らかにする生命科学の最先端~
    • Place of Presentation
      グランディア芳泉,福井
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Single-cell Stochastic Dynamics of Epigenetic Regulation in Yeast2013

    • Author(s)
      小林 徹也
    • Organizer
      NGS現場の会 第三回研究会
    • Place of Presentation
      神戸国際会議場,神戸
    • Related Report
      2013 Annual Research Report
  • [Presentation] Role of Adaptive Dynamics in Stochastic Cellular Sensing Systems2013

    • Author(s)
      小林 徹也
    • Organizer
      第51回日本生物物理学会年会
    • Place of Presentation
      国立京都国際会館
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Nuclei Identification from Fluorescence Images using Graph Mining2013

    • Author(s)
      Khayrul Bashar, Kazuo Yamagata, Tetsuya J. Kobayashi
    • Organizer
      35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Place of Presentation
      Osaka International Convension Center, Osaka, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Nuclear Centroids and Volumes Extraction from Four Dimensional Fluorescence Images: A Preliminary Study for Embryo Condition Assessment2013

    • Author(s)
      Khayrul Bashar, Kazuo Yamagata, Tetsuya J. Kobayashi
    • Organizer
      35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Place of Presentation
      Osaka International Convension Center, Osaka, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Information Decoding in Microscopic Biological Processes2013

    • Author(s)
      Tetsuya J. Kobayashi
    • Organizer
      35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Place of Presentation
      Osaka International Convension Center, Osaka, Japan
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Dynamic Information Processing in Biological Sensing Systems2013

    • Author(s)
      Tetsuya J. Kobayashi
    • Organizer
      Nonlinear Theory and Its Applications (NOLTA) 2013
    • Place of Presentation
      Santa Fe, US
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Analyzing Stochastic Dynamics of Cellular & Multi-cellular Systems2013

    • Author(s)
      Kobayashi
    • Organizer
      The 61th NIBB Conference "Cellular Community in Mammalian Embryogenesis"
    • Place of Presentation
      Okazaki Conference Center, Aichi, Japan
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] "Dynamics of Bayesian Inference and its Application to Cellular Decision-Making"2013

    • Author(s)
      Tetsuya J. Kobayashi
    • Organizer
      Information, probability and inference in systems biology (IPISB 2013)
    • Place of Presentation
      ICMS, Edinburgh, UK,
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Information-theoretical Approach for Biological Sensing Phenomena2013

    • Author(s)
      Tetsuya J. Kobayashi
    • Organizer
      iCeMS One-Day Symposium on Theoretical and Computational Biology
    • Place of Presentation
      iCeMs, Kyoto
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] 情報ダイナミクスの生命科学2012

    • Author(s)
      小林徹也
    • Organizer
      生命医薬情報学連合大会 -情報計算化学生物学会
    • Related Report
      2013 Final Research Report
  • [Presentation] 細胞システムにおける確率的情報処理2012

    • Author(s)
      小林徹也
    • Organizer
      システム分子行動学 数理シンポジウム
    • Place of Presentation
      東京大学
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] 情報ダイナミクスの生命科学2012

    • Author(s)
      小林徹也
    • Organizer
      生命医薬情報学連合大会 - 情報計算化学生物学会
    • Place of Presentation
      タワーホール船堀
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] 生体システムにおける情報ダイナミクス2012

    • Author(s)
      小林徹也
    • Organizer
      ネットワーク構造と生命現象
    • Place of Presentation
      JR博多シティ 大会議室
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] 細胞システムにおける確率的情報処理の数理2012

    • Author(s)
      小林徹也
    • Organizer
      情報統計力学の最前線 ―確率が繋ぐ自然現象と情報処理の数理―
    • Place of Presentation
      東北大学
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] Bayesian Approach for Cellular Information Processing2012

    • Author(s)
      Tetsuya J. Kobayashi
    • Organizer
      Dynamic Days Asia Pacific 7
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] Statistical approach towards intracellular information processing2012

    • Author(s)
      Tetsuya J. Kobayashi
    • Organizer
      Workshop on Applied Physics and Statistics for Quantitative Biology
    • Place of Presentation
      The Institute of Statistical Mathematics, Research and Organization of Information and Systems, JAPAN
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] Mathematical modeling for cost-effective cell-cell communication2012

    • Author(s)
      Tomoyuki Yamada, Atsushi Kamimura, Tetsuya J. Kobayashi
    • Organizer
      International Symposium on Artificial Life and Robotics 17th '12
    • Place of Presentation
      Beppu, Japan
    • Related Report
      2011 Annual Research Report
  • [Presentation] Segmenting Cell Nuclei from Three Dimensional Fluorescence Microscopy Images2012

    • Author(s)
      Md. Khayrul Bashar, Koji Komatsu, Toshihiko Fujimori, and Tetsuya J. Kobayashi
    • Organizer
      Joint symposium by JST/BBSRC(UK) Molecular Imaging and Systems Biology
    • Place of Presentation
      University of Tokyo, Japan
    • Related Report
      2011 Annual Research Report
  • [Presentation] Detection of Three Dimensional Centroids of Cell Nuclei from Fluorescence Microscopy Images2012

    • Author(s)
      Md. Khayrul Bashar, Koji Komatsu, Toshihiko Fujimori, and Tetsuya J. Kobayashi
    • Organizer
      CDB Symposium 2012 Quantitative Developmental Biology
    • Place of Presentation
      Riken, Kobe, Japan
    • Related Report
      2011 Annual Research Report
  • [Presentation] Improved detection of cell centroids from fluorescence images by adaptive filtering2012

    • Author(s)
      Md. Khayrul Bashar, Koji Komatsu, Toshihiko Fujimori, and Tetsuya J. Kobayashi
    • Organizer
      International conference of Systems Biology 2012
    • Place of Presentation
      Univ. Toronto,Toronto, Canada
    • Related Report
      2011 Annual Research Report
  • [Presentation] Three dimensional cell nuclei extraction from fluorescence microscopy images using locally adaptive threshold2011

    • Author(s)
      M.K.Bashar, K.Komatsu, Tetesuya J.Kobayashi, T.Fujimori
    • Organizer
      ICSB2011 Workshop Microscopic Image Analysis with Applications in Biology (MIAAB'2011)
    • Place of Presentation
      ドイツ・ハイデルベルグ
    • Year and Date
      2011-09-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] Detecting Nuclei-centroids of Mouse Embryonic Cells from Fluorescence Microscopy Images2011

    • Author(s)
      M.K.Bashar, K.Komatsu, Tetesuya J.Kobayashi, T.Fujimori
    • Organizer
      International conference of Systems Biology 2011
    • Place of Presentation
      ドイツ・ハイデルベルグ
    • Year and Date
      2011-08-30
    • Related Report
      2010 Annual Research Report
  • [Presentation] GPGPUを用いたバイオイメージの高速画像処理2011

    • Author(s)
      舟橋啓, 太田信之, 小林徹也, 広井賀子
    • Organizer
      バイオイメージ・インフォマティクスワークショップ2011
    • Place of Presentation
      理化学研究所横浜研究所
    • Year and Date
      2011-01-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] バイオイメージインフォマティクス~理論生物学・定量生物学の視点から~2011

    • Author(s)
      小林徹也
    • Organizer
      バイオイメージ・インフォマティクス ワークショップ2011
    • Place of Presentation
      理化学研究所横浜研究所交流棟ホール(交流棟1階)
    • Year and Date
      2011-01-28
    • Related Report
      2009 Annual Research Report
  • [Presentation] 定量的な生命科学と情報・数理技術2011

    • Author(s)
      小林徹也
    • Organizer
      第84回日本生化学会大会
    • Related Report
      2013 Final Research Report
  • [Presentation] バイオイメージングと画像情報処理の技術 : 定量的な解析にむけて2011

    • Author(s)
      小林徹也
    • Organizer
      日本顕微鏡学会第55回シンポジウム
    • Related Report
      2013 Final Research Report
  • [Presentation] 細胞間信号伝達におけるコミュニケーションコストの数理的解析2011

    • Author(s)
      山田智之, 上村淳, 小林徹也
    • Organizer
      第21回 日本数理生物学会 年会
    • Place of Presentation
      明治大学リバティータワー
    • Related Report
      2011 Annual Research Report
  • [Presentation] Mathematical analysis of cost-effective cell-cell communication(コストを考慮した細胞間コミュニケーションの数理的解析)2011

    • Author(s)
      山田智之, 上村淳, 小林徹也
    • Organizer
      第49回 生物物理学会 年会
    • Place of Presentation
      兵庫県立大学姫路書写キャンパス
    • Related Report
      2011 Annual Research Report
  • [Presentation] 定量的な生命科学と情報・数理技術2011

    • Author(s)
      小林 徹也
    • Organizer
      第84回日本生化学会大会
    • Place of Presentation
      国立京都国際会館
    • Related Report
      2011 Annual Research Report
    • Invited
  • [Presentation] バイオイメージングと画像情報処理の技術:定量的な解析にむけて2011

    • Author(s)
      小林 徹也
    • Organizer
      日本顕微鏡学会第55回シンポジウム
    • Place of Presentation
      サンポート高松 かがわ国際会議場
    • Related Report
      2011 Annual Research Report
    • Invited
  • [Presentation] AUTOMATIC SEGMENTATION OF ABDOMINAL BLOOD VESSELS FROM CONTRASTED X-RAY CT IMAGES2010

    • Author(s)
      M.K.Bashar, K.Mori, T.J.Kobayashi
    • Organizer
      6th International Conference on Electrical & Computer Engineering (ICECE) 2010
    • Place of Presentation
      Dhaka, Bangladesh
    • Year and Date
      2010-12-18
    • Related Report
      2009 Annual Research Report
  • [Presentation] Towards Automatic Cell Segmentation and Tracking Using Fluorescence Microscopy Images2010

    • Author(s)
      M.K.Bashar, T.J.Kobayashi
    • Organizer
      定量生物学の会 第三回年会
    • Place of Presentation
      東京大学・生産技術研究所
    • Year and Date
      2010-11-27
    • Related Report
      2009 Annual Research Report
  • [Presentation] 定量的な生命科学とバイオイメージング2010

    • Author(s)
      小林徹也
    • Organizer
      第19回 日本バイオイメージング学会学術集会
    • Place of Presentation
      慶應義塾大学 日吉キャンパス来往舎
    • Year and Date
      2010-09-10
    • Related Report
      2009 Annual Research Report
  • [Presentation] 画像解析によるin vivo細胞内粒子運動の統計的性質の解析2010

    • Author(s)
      小林徹也, 舟橋啓, 春本敏之, 太田信之, 上田泰己, 上村匡
    • Organizer
      MIRU2010 Workshop:細胞内画像処理
    • Place of Presentation
      釧路・釧路市国際交流センター
    • Year and Date
      2010-07-26
    • Related Report
      2009 Annual Research Report
  • [Presentation] 定量的な生命科学とバイオイメージング2010

    • Author(s)
      小林徹也
    • Organizer
      第19回日本バイオイメージング学会学術集会
    • Related Report
      2013 Final Research Report
  • [Presentation] 細胞機能としての情報処理2010

    • Author(s)
      小林徹也
    • Organizer
      分子生物学会年会
    • Related Report
      2013 Final Research Report 2010 Annual Research Report
  • [Remarks]

    • URL

      http://research.crmind.net

    • Related Report
      2013 Final Research Report

URL: 

Published: 2009-04-01   Modified: 2019-07-29  

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