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2021 Fiscal Year Annual Research Report

Directed Evolution of a Palette of Optogenetic and Chemi-Optogenetic Indicators for Multiplexed Imaging of Cellular Metabolism

Research Project

Project/Area Number 19H05633
Research InstitutionThe University of Tokyo

Principal Investigator

キャンベル ロバート.アール  東京大学, 大学院理学系研究科(理学部), 教授 (40831318)

Co-Investigator(Kenkyū-buntansha) 合田 圭介  東京大学, 大学院理学系研究科(理学部), 教授 (70518696)
Project Period (FY) 2019-06-26 – 2024-03-31
KeywordsProtein Engineering / Fluorescence / Microscopy / Cell Biology
Outline of Annual Research Achievements

In FY2020 we established a number of new designs for new genetically encoded biosensors. In FY2021 our efforts focussed on their optimization, characterization, and collaborative applications. Our flagship project is a biosensor of lactate. In FY2021, we published the design, optimization, characterization and application of the first generation green fluorescent biosensor in Nature Communications. Many other projects in the lab are following a similar trajectory, although they are at earlier stages. Among these projects are efforts to develop red and green biosensors of intracellular and extracellular lactate, and near-infrared Ca2+ biosensors. We expect these projects to be published in FY2022. Other projects at earlier development stages include new biosensors for metabolites such as pyruvate, fumarate, and citrate. Our projects in the area of chemigenetic biosensors are following a parallel trajectory to the projects on fully genetically encoded biosensors. In FY2020, we had developed a new design of HaloTag based biosensor that could be applied for either Ca2+ or Na+, and a PYP-based biosensor for Ca2+. During FY2021 we have been focussed on their further development. We expect that these biosensor to be published in FY2022 or FY2023. Other projects at earlier development stages include the development of near-infrared fluorescent chemigenetic biosensors for Ca2+ and K+. In FY2021, Campbell gave 8 invited seminars about this research, including ones at University of British Columbia, the China-Japan-Korea Symposium, and Photonics North (keynote; online).

Current Status of Research Progress
Current Status of Research Progress

1: Research has progressed more than it was originally planned.

Reason

In the area of fully genetically encoded biosensors, we were able to report our first generation biosensors of extracellular lactate (Nat. Commun., 2021, 12, 7058). We also made great progress in the development of new NIR calcium sensors. In the area of chemi-optogenetic biosensors, we made tremendous progress in FY2021 and our first manuscript is current under revision for Nature Chemical Biology, having received consistently strong reviews.

Strategy for Future Research Activity

Our research plan for FY2022 and beyond is to continue the development of various genetically encoded and chemi-optogenetic biosensors for a range of metabolites, inorganic ions, and various molecules of biological interest.
In the area of fully genetically encoded biosensors, we have recently reported our first generation biosensors of extracellular lactate. Work on the second generation extracellular lactate biosensors is nearing completion and likely to be published during FY2022. In parallel, we will continue work on our first generation green and red fluorescent intracellular lactate biosensors, which is likely to be published in FY2022. We are particularly excited about exploring multicolour, multiplexed imaging of intra- and extra-cellular lactate concentrations using strategic combinations of green and red fluore
scent biosensors.
In the area of chemi-optogenetic biosensors, during FY2022, we will build upon the success of the project in FY2021 and develop a variety of other chemi-optogenetic sensors, including some that are HaloTag-based and some that are
PYP-based.

  • Research Products

    (48 results)

All 2022 2021 Other

All Int'l Joint Research (2 results) Journal Article (11 results) (of which Int'l Joint Research: 8 results,  Peer Reviewed: 8 results,  Open Access: 4 results) Presentation (33 results) (of which Int'l Joint Research: 22 results,  Invited: 6 results) Remarks (2 results)

  • [Int'l Joint Research] アルバータ大学/ラヴァル大学(カナダ)

    • Country Name
      CANADA
    • Counterpart Institution
      アルバータ大学/ラヴァル大学
  • [Int'l Joint Research] マサチューセッツ工科大学/ジャネリアリサーチキャンパス/オレゴン州立大学(米国)

    • Country Name
      U.S.A.
    • Counterpart Institution
      マサチューセッツ工科大学/ジャネリアリサーチキャンパス/オレゴン州立大学
  • [Journal Article] Barcodes, co-cultures, and deep learning take genetically encoded biosensor multiplexing to the nth degree2022

    • Author(s)
      Terai Takuya、Campbell Robert E.
    • Journal Title

      Molecular Cell

      Volume: 82 Pages: 239~240

    • DOI

      10.1016/j.molcel.2021.12.017

    • Int'l Joint Research
  • [Journal Article] Live cell tracking of macrophage efferocytosis during Drosophila embryo development in vivo2022

    • Author(s)
      Raymond Michael H.、Davidson Andrew J.、Shen Yi、Tudor Daniel R.、Lucas Christopher D.、Morioka Sho、Perry Justin S. A.、Krapivkina Julia、Perrais David、Schumacher Linus J.、Campbell Robert E.、Wood Will、Ravichandran Kodi S.
    • Journal Title

      Science

      Volume: 375 Pages: 1182~1187

    • DOI

      10.1126/science.abl4430

    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Understanding stenosis-induced platelet aggregation on a chip by high-speed optical imaging2022

    • Author(s)
      Deng Yunjie、Duque Jaime Alvarez、Su Chengxun、Zhou Yuqi、Nishikawa Masako、Xiao Ting-Hui、Yatomi Yutaka、Hou Han Wei、Goda Keisuke
    • Journal Title

      Sensors and Actuators B: Chemical

      Volume: 356 Pages: 131318~131318

    • DOI

      10.1016/j.snb.2021.131318

    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Deep imaging flow cytometry2022

    • Author(s)
      Huang Kangrui、Matsumura Hiroki、Zhao Yaqi、Herbig Maik、Yuan Dan、Mineharu Yohei、Harmon Jeffrey、Findinier Justin、Yamagishi Mai、Ohnuki Shinsuke、Nitta Nao、Grossman Arthur R.、Ohya Yoshikazu、Mikami Hideharu、Isozaki Akihiro、Goda Keisuke
    • Journal Title

      Lab on a Chip

      Volume: 22 Pages: 876~889

    • DOI

      10.1039/d1lc01043c

    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Analyzing circulating platelet aggregates in patients with COVID-19 by massive image-based single-cell profiling2022

    • Author(s)
      W. Peterson, J. Takiguchi, M. Shifat-E-Rabbi, Y. Zhuang, X. Yin, A. H. M. Rubaiyat, Y. Deng, H. Zhang, S. Miyata, G. K. Rohde, W. Iwasaki, Y. Yatomi, and K. Goda
    • Journal Title

      化学とマイクロ・ナノシステム学会誌

      Volume: 21 Pages: 1~11

  • [Journal Article] Photocleavable proteins that undergo fast and efficient dissociation2021

    • Author(s)
      Lu Xiaocen、Wen Yurong、Zhang Shuce、Zhang Wei、Chen Yilun、Shen Yi、Lemieux M. Joanne、Campbell Robert E.
    • Journal Title

      Chemical Science

      Volume: 12 Pages: 9658~9672

    • DOI

      10.1039/D1SC01059J

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Design and Prototyping of Genetically Encoded Arsenic Biosensors Based on Transcriptional Regulator AfArsR2021

    • Author(s)
      Khan Salma Saeed、Shen Yi、Fatmi Muhammad Qaiser、Campbell Robert E.、Bokhari Habib
    • Journal Title

      Biomolecules

      Volume: 11 Pages: 1276~1276

    • DOI

      10.3390/biom11091276

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A genetically encoded fluorescent biosensor for extracellular l-lactate2021

    • Author(s)
      Nasu Yusuke、Murphy-Royal Ciaran、Wen Yurong、Haidey Jordan N.、Molina Rosana S.、Aggarwal Abhi、Zhang Shuce、Kamijo Yuki、Paquet Marie-Eve、Podgorski Kaspar、Drobizhev Mikhail、Bains Jaideep S.、Lemieux M. Joanne、Gordon Grant R.、Campbell Robert E.
    • Journal Title

      Nature Communications

      Volume: 12 Pages: 7058

    • DOI

      10.1038/s41467-021-27332-2

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Morphological Indicator for Directed Evolution of Euglena gracilis with a High Heavy Metal Removal Efficiency2021

    • Author(s)
      Xu Muzhen、Harmon Jeffrey、Yuan Dan、Yan Sheng、Lei Cheng、Hiramatsu Kotaro、Zhou Yuqi、Loo Mun Hong、Hasunuma Tomohisa、Isozaki Akihiro、Goda Keisuke
    • Journal Title

      Environmental Science & Technology

      Volume: 55 Pages: 7880~7889

    • DOI

      10.1021/acs.est.0c05278

    • Peer Reviewed
  • [Journal Article] Intelligent Platelet Morphometry2021

    • Author(s)
      Zhou Yuqi、Isozaki Akihiro、Yasumoto Atsushi、Xiao Ting-Hui、Yatomi Yutaka、Lei Cheng、Goda Keisuke
    • Journal Title

      Trends in Biotechnology

      Volume: 39 Pages: 978~989

    • DOI

      10.1016/j.tibtech.2020.12.012

  • [Journal Article] Massive image-based single-cell profiling reveals high levels of circulating platelet aggregates in patients with COVID-192021

    • Author(s)
      Nishikawa Masako、(22名省略)、Goda Keisuke
    • Journal Title

      Nature Communications

      Volume: 12 Pages: 7135

    • DOI

      10.1038/s41467-021-27378-2

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] cDNA display法によるユビキチン化酵素(E3)基質配列のスクリーニング手法の開発研究2022

    • Author(s)
      Keonhwa Ryu, Takuya Terai, Robert E. Campbell
    • Organizer
      日本化学会第102春季年会
  • [Presentation] ピペラジン誘導体と HaloTag-緑色蛍光タンパク質(GFP)融合タン パク質を用いた二酸化炭素検出蛍光バイオセンサーの開発2022

    • Author(s)
      Takumi Yanagimachi, Kelvin Tsao, Wenchao Zhu, Takuya Terai, Robert E. Campbell
    • Organizer
      日本化学会第102春季年会
  • [Presentation] Development of a chemi-genetic fluorescent indicator for imaging of intracellular sodium ion concentration2022

    • Author(s)
      Shiori Takeuchi, Wenchao Zhu, Takuya Terai, Robert E. Campbell
    • Organizer
      日本化学会第102春季年会
  • [Presentation] Towards the development of single fluorescent protein-based biosensors for sugar phosphates2022

    • Author(s)
      Karl Matthew Lin, Fu Chai, Yusuke Nasu, Takuya Terai, Robert Earl Campbell
    • Organizer
      日本化学会第102春季年会
  • [Presentation] A chemi-genetic Ca2+?indicator based on a synthetic chelator and a fluorescent protein2022

    • Author(s)
      Wenchao Zhu, Wenchao Zhu, Takuya Terai, Yusuke Nasu, Robert E. Campbell
    • Organizer
      日本化学会第102春季年会
  • [Presentation] 乳酸バイオセンサーの開発2022

    • Author(s)
      Yusuke Nasu, Saaya Hario, Robert E. Campbell
    • Organizer
      日本化学会第102春季年会
  • [Presentation] Prototype Screening and Optimization of HaloTag-based Chemigenetic Indicators2022

    • Author(s)
      Dazhou Cheng, Wenchao Zhu, Takuya Terai, Yusuke Nasu, Robert E. Campbell
    • Organizer
      日本化学会第102春季年会
  • [Presentation] Rapid construction of L-lactate biosensor color variants by transposon-mediated insertion2022

    • Author(s)
      Fu Chai, Karl Matthew Lin, Yusuke Nasu, Takuya Terai, Robert E. Campbell
    • Organizer
      日本化学会第102春季年会
  • [Presentation] Studying vascular stenosis by high-throughput optical microscopy on a chip2022

    • Author(s)
      Y. Deng, J. A. Duque, C. Su, Y. Zhou, M. Nishikawa, T. Xiao, Y. Yatomi, H. W. Hou, K. Goda
    • Organizer
      SPIE Photonics West 2022
    • Int'l Joint Research
  • [Presentation] Genetically encoded fluorophores and biosensors to illuminate neural activity2021

    • Author(s)
      Robert E. Campbell
    • Organizer
      Frontiers in Neurophotonics Summer School
    • Int'l Joint Research / Invited
  • [Presentation] Recent advances in genetically encoded biosensors of neural activity and metabolism2021

    • Author(s)
      Robert E. Campbell
    • Organizer
      Photonics North 2021
    • Int'l Joint Research / Invited
  • [Presentation] Development of new and improved genetically encoded biosensors of neural activity and metabolism2021

    • Author(s)
      Robert E. Campbell
    • Organizer
      The 44th Annual Meeting of the Japan Neuroscience Society
    • Int'l Joint Research / Invited
  • [Presentation] Recent progress in developing genetically encoded ion sensors2021

    • Author(s)
      Robert E. Campbell
    • Organizer
      1st China-Japan-Korea International Meeting
    • Int'l Joint Research / Invited
  • [Presentation] Establishing PhoCl ELISA Assays for High-throughput Screen of PhoCl Variants2021

    • Author(s)
      Daniel Huang
    • Organizer
      IUPAC CCCE 2021 Conference
    • Int'l Joint Research
  • [Presentation] Development of a new type of chemi-genetic Ca2+ indicator2021

    • Author(s)
      Wenchao Zhu, Takuya Terai, Yusuke Nasu, Robert Campbell
    • Organizer
      IUPAC/CCCE 2021
    • Int'l Joint Research
  • [Presentation] 指向性進化を活用した新規 chemi-geneticカルシウム蛍光センサーの開発2021

    • Author(s)
      寺井 琢也, 朱 文超、程 大洲、那須 雄介、CAMPBELL Robert
    • Organizer
      第15回 バイオ関連化学シンポジウム
  • [Presentation] Photoactive Yellow Protein タグを用いたchemi-genetic蛍光カルシウムイオンセンサーの開発2021

    • Author(s)
      門屋 颯人, 那須 雄介, 寺井 琢也, Campbell Robert
    • Organizer
      第15回バイオ関連化学シンポジウム
  • [Presentation] Prototype Screening of HaloTag-based Chemigenetic Indicators2021

    • Author(s)
      Dazhou Cheng, Wenchao Zhu, Takuya Terai, Yusuke Nasu, Robert E. Campbell
    • Organizer
      第15回バイオ関連化学シンポジウム
  • [Presentation] Towards a novel chemi-genetic Ca2+ signal integrator2021

    • Author(s)
      Kelvin K. Tsao, Robert E. Campbell
    • Organizer
      AFMC INTERNATIONAL MEDICINAL CHEMISTRY SYMPOSIUM
    • Int'l Joint Research
  • [Presentation] Towards chemi-genetic indicators for multiplexed imaging of cellular metabolism2021

    • Author(s)
      Robert E. Campbell
    • Organizer
      Pacifichem 2021
    • Int'l Joint Research / Invited
  • [Presentation] Development of a new type of chemi-genetic calcium ion indicator2021

    • Author(s)
      Wenchao Zhu, Takuya Terai, Yusuke Nasu, Robert E. Campbell
    • Organizer
      Pacificchem 2021
    • Int'l Joint Research
  • [Presentation] Engineering genetically encoded biosensors of neural activity and metabolism2021

    • Author(s)
      Robert E. Campbell
    • Organizer
      Pacifichem 2021
    • Int'l Joint Research / Invited
  • [Presentation] Towards a near-infrared chemi-genetic calcium ion indicator based on Photoactive Yellow Protein-tag2021

    • Author(s)
      Hayato Kadoya, Yusuke Nasu, Robert E. Campbell
    • Organizer
      Pacifichem 2021
    • Int'l Joint Research
  • [Presentation] Engineering of genetically encoded fluorescent sensors2021

    • Author(s)
      Yusuke Nasu, Robert E. Campbell
    • Organizer
      Pacifichem 2021
    • Int'l Joint Research
  • [Presentation] An ultrasensitive fluorescent biosensor for L-lactate2021

    • Author(s)
      Yusuke Nasu, Robert E. Campbell
    • Organizer
      Pacifichem 2021
    • Int'l Joint Research
  • [Presentation] Chemi-genetic fluorescent probes for visualizing local dynamics of metal ions2021

    • Author(s)
      Takuya Terai, Tomoya Hirata, Ryo Taguchi, Wenchao Zhu, Yasuteru Urano, Robert Earl Campbell
    • Organizer
      Pacifichem 2021
    • Int'l Joint Research
  • [Presentation] Self-complementing split fluorescent protein-based biosensors for calcium ion2021

    • Author(s)
      Issei Yamaguchi, Yusuke Nasu, Takuya Terai, Robert E Campbell
    • Organizer
      Pacifichem 2021
    • Int'l Joint Research
  • [Presentation] High speed FLIM, high-throughput FLIM flow cytometry, and beyond2021

    • Author(s)
      Hiroshi Kanno, Hideharu Mikami, Hiramatsu Kotaro, and Keisuke Goda
    • Organizer
      Pacifichem 2021
    • Int'l Joint Research
  • [Presentation] AI on a chip for identifying microalgal cells with high heavy metal removal efficiency2021

    • Author(s)
      Muzhen Xu, Jeffrey Harmon, Tomohisa Hasunuma, Akihiro Isozaki, and Keisuke Goda
    • Organizer
      The 21st International Conference on Solid-State Sensors, Actuators and Microsystems (Transducers2021)
    • Int'l Joint Research
  • [Presentation] High-throughput intelligent image-activated sorting of receptor-localizing T cells2021

    • Author(s)
      Natsumi Tiffany Ishii, Tsubasa Wakamiya, Taketo Araki, Mika Hayashi, Hiroki Matsumura, Kazuma Kita, Yuma Oka, Masatoshi Yanagida, Akihiro Isozaki, and Keisuke Goda
    • Organizer
      The 25th International Conference on Miniaturized Systems for Chemistry and Life Sciences (MicroTAS2021)
    • Int'l Joint Research
  • [Presentation] Image-activated sorting of genetically perturbed yeast towards image-based pooled screens2021

    • Author(s)
      Mika Hayashi, Natsumi Tiffany Ishii, Jeffrey Harmon, Taketo Araki, Shinsuke Ohnuki, Naoko Kondo, Akihiro Isozaki, Yoshikazu Ohya, and Keisuke Goda
    • Organizer
      Image-activated sorting of genetically perturbed yeast towards image-based pooled screens
    • Int'l Joint Research
  • [Presentation] Deep learning based classification of Chlamydomonas reinhardtii displaying mitochondrial repositioning using an imaging flow cytometer2021

    • Author(s)
      Jeffrey Harmon, Justin Findinier, Akihiro Isozaki, Arthur Grossman, and Keisuke Goda
    • Organizer
      Pacifichem 2021
    • Int'l Joint Research
  • [Presentation] High-throughput on-chip imaging of diverse cancer cells in blood2021

    • Author(s)
      Hiroki Matsumura, Larina Tzu-Wei Shen, Hideharu Mikami, Akihiro Isozaki, Dan Yuan, Taichi Miura, Yoshika Kusumoto, Masako Nishikawa, Atsushi Yasumoto, Takeshi Yamada, Aya Ueda, Hiroko Bando, Hisato Hara, Yutaka Yatomi, Satoshi Matsusaka, and Keisuke Goda
    • Organizer
      Pacifichem 2021
    • Int'l Joint Research
  • [Remarks] 東京大学大学院理学系研究科化学専攻生体分子化学研究室ホームページ

    • URL

      https://www.chem.s.u-tokyo.ac.jp/campbell/

  • [Remarks] 東京大学大学院理学系研究科化学専攻合田研究室ホームページ

    • URL

      http://www.goda.chem.s.u-tokyo.ac.jp/index_jp.html

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Published: 2023-12-25  

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