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Papers citing Understanding Colour Tuning Rules and Predicting Absorption Wavelengths of Microbial Rhodopsins by Data-Driven Machine-Learning Approach

  1. Blue-shifted ancyromonad channelrhodopsins for multiplex optogenetics

    eLife · 2025-05-09

    Elena G. Govorunova, Oleg A. Sineshchekov, Hai Li, Yueyang Gou, Hongmei Chen, Shuyuan Yang, Yumei Wang, Stephen Mitchell, Alyssa Palmateer, Leonid S. Brown, François St-Pierre, Mingshan Xue, John L. Spudich

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  2. Two Decades of Optogenetic Tools: A Retrospective and a Look Ahead

    Advanced Genetics · 2025-09-01

    Xiao Duan, Mo Zhu, Shiqiang Gao

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  3. Blue-shifted ancyromonad channelrhodopsins for multiplex optogenetics

    eLife · 2025-09-02

    Elena G. Govorunova, Oleg A. Sineshchekov, Hai Li, Yueyang Gou, Hongmei Chen, Shuyuan Yang, Yumei Wang, Stephen Mitchell, Alyssa Palmateer, Leonid S. Brown, François St-Pierre, Mingshan Xue, John L. Spudich

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  4. Blue-shifted ancyromonad channelrhodopsins for multiplex optogenetics

    eLife · 2025-09-08

    Elena G. Govorunova, Oleg A. Sineshchekov, Hai Li, Yueyang Gou, Hongmei Chen, Shuyuan Yang, Yumei Wang, Stephen Mitchell, Alyssa Palmateer, Leonid S. Brown, François St-Pierre, Mingshan Xue, John L. Spudich

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  5. Functional characterization of red-shifted rhodopsin channels from giant viruses explored by a machine-learning model for long-wavelength optogenetics

    bioRxiv (Cold Spring Harbor Laboratory) · 2025-09-17

    Shunki Takaramoto, Chenxiang Zhao, Masayuki Karasuyama, Frederik Schulz, Masaya Watanabe, Yuma Kawasaki, Takashi Nagata, Masae Konno, Naoya Morimoto, Masahiro Fukuda, Yu Inatsu, Hiromu Yawo, Oded Béjà, Hideaki E. KATO, Tanja Woyke, Ichiro Takeuchi, Keiichi Inoue

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  6. Following Flavin’s Vibrational Modes to Probe Anharmonicities and Low-Lying Conical Intersections

    The Journal of Physical Chemistry B · 2025-12-06

    Vy Vu, Samer Gozem

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  7. FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications

    bioRxiv (Cold Spring Harbor Laboratory) · 2026-02-24

    Kieran Didi, Sarah Alamdari, Alex Xijie Lu, Bruce J. Wittmann, Kadina E. Johnston, Ava P. Amini, Ali Madani, Maya Czeneszew, Christian Dallago, Kevin K. Yang

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  8. Accessible and robust machine learning approaches to improve the opsin genotype-phenotype map

    Molecular Biology and Evolution · 2026-06-01

    Seth A Frazer, Todd H. Oakley

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  9. Computational design of microbial and animal rhodopsin soluble analogues

    bioRxiv (Cold Spring Harbor Laboratory) · 2026-06-29

    Alexander T. Hilditch, Casper A. Goverde, Natalia Gasilova, Sarah Carina Warrelmann, Nicolas Manuel Goldbach, Josef Wachtveitl, Laure Menin, Bruno E. Correia

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  10. AI-enabled rhodopsin design for blue-light enhanced bacterial growth

    bioRxiv (Cold Spring Harbor Laboratory) · 2026-06-30

    Haris Saeed, Michael Lewis, Takayoshi Fujiwara, Jek Huang, Masae Konno, Kaho MORI, Susumu Yoshizawa, Keiichi Inoue, Tiezheng Pan, Yun Wang, Aidong Yang, Wei E. Huang

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  11. Rhobot-Screen: an integrated robotic platform for functional screening of rhodopsin variants

    BMC Biology · 2026-08-05

    Takashi Nagata, Masae Konno, Daisuke R. Hashimoto, Keiichi Inoue

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