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2017 年度 実施状況報告書

Using machine vision to understand causes and consequences of collective behavior in a honey bee society(国際共同研究強化)

研究課題

研究課題/領域番号 16KK0175
研究機関沖縄科学技術大学院大学

研究代表者

ミケェエヴ アレクサンダー  沖縄科学技術大学院大学, 生態・進化学ユニット, 准教授 (90601162)

研究期間 (年度) 2016 – 2018
キーワードanimal behavior / social insects / machine learning
研究実績の概要

Our goal for this project was to use a combination of RNA interference (RNAi) for gene expression manipulation of bee societies.
This project has encountered substantial delays, and we have been tackling it piece-wise, working on computer vision and RNAi separately, with the goal of integrating them in FY2018. As a result, we have already submitted two studies (one accepted) on each of these lines of investigation. Having developed both technologies, we are carrying out experiments in Japan and in Australia in FY2018 to capitalize on these advances.

現在までの達成度 (区分)
現在までの達成度 (区分)

4: 遅れている

理由

Unfortunately, one of the ANU collaborators died unexpectedly at a very young age. Despite a significant delay, I am setting up necessary experiments. In the meanwhile, we have been conducting experiments in Japan and Australia to complement this loss. The events at ANU have brought the research program there to a virtual halt. As a result, I had to do most of the experiments by myself, greatly slowing progress. We have made substantial progress in both RNAi and the computational methodology, and will continue experiments into FY2018.

今後の研究の推進方策

We have initiated a long-term collaboration with the Maleszka lab at ANU, and are currently reproducing their classic study on the role of DNA methylation in caste specification in honey bees (Kucharski et al, 2008, Science). We will add the state of the art transcriptional data analysis used in our lab at OIST to experimental manipulations used by Maleszka lab. This approach will be further extended to studies of behavior that we will undertake in the Australian summer of 2018/2019.

  • 研究成果

    (2件)

すべて 2018 2017

すべて 雑誌論文 (2件) (うち国際共著 1件、 査読あり 1件、 オープンアクセス 1件)

  • [雑誌論文] The Doublesex sex determination pathway regulates reproductive division of labor in honey bees2018

    • 著者名/発表者名
      Velasque Mariana、Qiu Lijun、Mikheyev Alexander S.
    • 雑誌名

      bioRxiv

      巻: - ページ: -

    • DOI

      https://doi.org/10.1101/314492

  • [雑誌論文] Towards dense object tracking in a 2D honeybee hive2017

    • 著者名/発表者名
      Katarzyna Bozek, Laetitia Hebert, Alexander S Mikheyev, Greg J Stephens
    • 雑誌名

      arXiv.org

      巻: - ページ: -

    • 査読あり / オープンアクセス / 国際共著

URL: 

公開日: 2018-12-17  

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