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2019 年度 実施状況報告書

Optimization of molecular robot swarms for the emergence of collective behaviors

研究課題

研究課題/領域番号 19KK0261
研究機関お茶の水女子大学

研究代表者

オベル加藤 ナタナエル  お茶の水女子大学, 基幹研究院, 助教 (10749659)

研究分担者 川又 生吹  東北大学, 工学研究科, 助教 (30733977)
佐藤 佑介  東京工業大学, 情報理工学院, JSPS特別研究員 (60830560)
研究期間 (年度) 2019-10-07 – 2024-03-31
キーワードMolecular Robotics / Collective Behaviors / Swarm / Microfluidics
研究実績の概要

The focus of this first year has been on testing the basic elements of a swarm of vesicle-based molecular robot capable of self-assembly.
Modeling: We extended the previous mathematical model of the PEN DNA toolbox, the underlying molecular system. The equations describing a given system can now be generated in a modular fashion. That modularity allows us in turn to integrate PEN DNA toolbox systems with other mathematical models, such as those governing Reaction-Diffusion systems or the communication between the vesicles forming the body of our molecular robots.
Simulation: We made a simple model for communication between vesicles with internal states, displaying information propagation and computation. That approach effectively extends previous work on bead-based molecular robots to the design used in this project. We also implemented the PEN DNA toolbox-based controller for physical robots that will be used with the robotic swarm of our international collaborators.
Experiments: We performed preparatory experiments validating the anchoring system planned for the lipid vesicles. Both anchoring and release performed satisfactorily in a well-mixed environment. We also succeeded in performing a pattern-formation using the self-assembly of DNA polymer in a hydrogel medium.

現在までの達成度 (区分)
現在までの達成度 (区分)

3: やや遅れている

理由

The original plan for the first year included direct experimental collaboration with our partners in France. However, due to the outbreak of COVID-19, that element of the project had to be cancelled. We instead focused more on the modeling aspects that were initially projected for the second year, so that we would lose as little time as possible.
Overall, modeling, simulation and experimental directions that were not dependent on direct interactions with our partners have progressed smoothly. Progress on aspects that did require their expertise (implementation on a physical robotic swarm; microfluidics system) has been somewhat delayed.

今後の研究の推進方策

The first priority will be to set channels to directly collaborate with our partners in France. To do so, we plan to first organize regular online meetings until the situation allows us to meet in person. At that juncture, we will adapt the schedule of the workshop plan for this fiscal year to integrate elements that could not be dealt with online (hands-on training with the microfluidics system, robotic swarm).
In the meantime, we will keep working on the simulation of molecular robotic systems, integrating them with our optimization algorithm as planned. We will also perform experimental validations of our current designs as the situation allows. Those experiments will focus on the actuation of swarms of lipid vesicles, allowing them to programmatically aggregate and separate.

次年度使用額が生じた理由

During the first fiscal year, the outbreak of COVID-19 prevented our visit to France. As such, the budget planned for traveling and performing experiments there remained mostly untouched. We plan to carry over that budget to the next fiscal year and spread it between experiments and additional traveling if possible.
The experimental development of a swarm of vesicle-based molecular robot capable of self-assembly is planned as expected. The cost of enzymes, DNA molecules, etc, will be covered by the budget.At the same time, we will buy additional nodes for our existing cluster to support the simulation needs of our optimization algorithm. Optimization will provide sets of parameters for experimental validations.Finally, we will purchase additional individual robots for the "hardware swarm" system.
Based on the situation with the COVID-19 pandemic, the collaborative part of the project might be further delayed. In that case, we will make proceed as much as possible through online collaboration, relying on our collaborators to gather experimental data.

  • 研究成果

    (13件)

すべて 2020 2019 その他

すべて 国際共同研究 (1件) 雑誌論文 (5件) (うち国際共著 5件、 査読あり 5件、 オープンアクセス 1件) 学会発表 (7件) (うち国際学会 1件、 招待講演 2件)

  • [国際共同研究] ISIR, Sorbonne Universite/JLP, Sorbonne Universite(フランス)

    • 国名
      フランス
    • 外国機関名
      ISIR, Sorbonne Universite/JLP, Sorbonne Universite
  • [雑誌論文] Designing Dynamical Molecular Systems with the PEN Toolbox2020

    • 著者名/発表者名
      Aubert-Kato Nathanael、Cazenille Leo
    • 雑誌名

      New Generation Computing

      巻: 38 ページ: 341~366

    • DOI

      10.1007/s00354-020-00089-w

    • 査読あり / 国際共著
  • [雑誌論文] Photolithographic shape control of DNA hydrogels by photo-activated self-assembly of DNA nanostructures2020

    • 著者名/発表者名
      Kasahara Yu、Sato Yusuke、Masukawa Marcos K.、Okuda Yukiko、Takinoue Masahiro
    • 雑誌名

      APL Bioengineering

      巻: 4 ページ: 016109~016109

    • DOI

      10.1063/1.5132929

    • 査読あり / 国際共著
  • [雑誌論文] Sequence-based engineering of dynamic functions of micrometer-sized DNA droplets2020

    • 著者名/発表者名
      Sato Yusuke、Sakamoto Tetsuro、Takinoue Masahiro
    • 雑誌名

      Science Advances

      巻: 6 ページ: 3471~3471

    • DOI

      10.1126/sciadv.aba3471

    • 査読あり / 国際共著
  • [雑誌論文] Session 1SCA?Utilizing soft compartments/interfaces for the creation of artificial biosystems2020

    • 著者名/発表者名
      Sato Yusuke、Morita Masamune、Suzuki Yuki
    • 雑誌名

      Biophysical Reviews

      巻: 12 ページ: 257~259

    • DOI

      10.1007/s12551-020-00647-y

    • 査読あり / 国際共著
  • [雑誌論文] DNA Origami “Quick” Refolding inside of a Micron-Sized Compartment2019

    • 著者名/発表者名
      Watanabe Taiki、Sato Yusuke、Otaka Hayato、Kawamata Ibuki、Murata Satoshi、Nomura Shin-Ichiro M.
    • 雑誌名

      Molecules

      巻: 25 ページ: 8~8

    • DOI

      10.3390/molecules25010008

    • 査読あり / オープンアクセス / 国際共著
  • [学会発表] Current and Future Trends of DNA Molecule Computation2019

    • 著者名/発表者名
      Ibuki Kawamata
    • 学会等名
      SIGNAC 第33回研究会 人工知能学会合同研究会
    • 招待講演
  • [学会発表] VAEによる分子反応ネットワークの探索2019

    • 著者名/発表者名
      Erika Yamazaki & Nathanael Aubert-Kato
    • 学会等名
      SIGNAC 第33回研究会 人工知能学会合同研究会
  • [学会発表] Creation and control of DNA micro droplets based on phase transition and sequence design2019

    • 著者名/発表者名
      Yusuke Sato, Tetsuro Sakamoto, Masahiro Takinoue
    • 学会等名
      The 23rd International Conference on Miniaturized Systems for Chemistry and Life Sciences
    • 国際学会 / 招待講演
  • [学会発表] 筒状DNAオリガミ構造によるリポソーム内外の分子拡散にむけて2019

    • 著者名/発表者名
      川又生吹, 岩渕祥璽, 野村 M. 慎一郎, 村田智
    • 学会等名
      SIG-MBI
  • [学会発表] Toward molecular diffusion through liposome membrane using DNA origami structure2019

    • 著者名/発表者名
      Ibuki Kawamata, Shoji Iwabuchi, Shin-ichiro M. Nomura, Satoshi Murata
    • 学会等名
      Japanese Society for Cell Synthesis Research 12.0
  • [学会発表] A database to store design information of DNA nanostructure2019

    • 著者名/発表者名
      Ibuki Kawamata, Sho Aradachi, Satoshi Murata
    • 学会等名
      Molecular Robotics Session, Chem-Bio Informatics Society (CBI) Annual Meeting 2019
  • [学会発表] Programmable DNA reaction-diffusion system for a Voronoi pattern formation in hydrogel2019

    • 著者名/発表者名
      Keita Abe, Ibuki Kawamata, Shin-ichiro M. Nomura, Satoshi Murata
    • 学会等名
      CBI学会2019年大会

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公開日: 2021-01-27  

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