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Exploration of natural red-shifted rhodopsins using a machine learning-based Bayesian experimental design.

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第一作者： Keiichi,Inoue

第一单位： The Institute for Solid State Physics, The University of Tokyo, Kashiwa, Japan. inoue@issp.u-tokyo.ac.jp.;RIKEN Center for Advanced Intelligence Project, Tokyo, Japan. inoue@issp.u-tokyo.ac.jp.;Department of Life Science and Applied Chemistry, Nagoya Institute of Technology, Nagoya, Japan. inoue@issp.u-tokyo.ac.jp.;OptoBioTechnology Research Center, Nagoya Institute of Technology, Nagoya, Japan. inoue@issp.u-tokyo.ac.jp.;PRESTO, Japan Science and Technology Agency, Kawaguchi, Japan. inoue@issp.u-tokyo.ac.jp.

作者： Keiichi,Inoue ^[1] ; Masayuki,Karasuyama ^[2] ; Ryoko,Nakamura ^[3] ; Masae,Konno ^[3] ; Daichi,Yamada ^[3] ; Kentaro,Mannen ^[4] ; Takashi,Nagata ^[5] ; Yu,Inatsu ^[6] ; Hiromu,Yawo ^[4] ; Kei,Yura ^[7] ; Oded,Béjà ^[8] ; Hideki,Kandori ^[9] ; Ichiro,Takeuchi ^[10]

作者单位： The Institute for Solid State Physics, The University of Tokyo, Kashiwa, Japan. inoue@issp.u-tokyo.ac.jp.;RIKEN Center for Advanced Intelligence Project, Tokyo, Japan. inoue@issp.u-tokyo.ac.jp.;Department of Life Science and Applied Chemistry, Nagoya Institute of Technology, Nagoya, Japan. inoue@issp.u-tokyo.ac.jp.;OptoBioTechnology Research Center, Nagoya Institute of Technology, Nagoya, Japan. inoue@issp.u-tokyo.ac.jp.;PRESTO, Japan Science and Technology Agency, Kawaguchi, Japan. inoue@issp.u-tokyo.ac.jp. ^[1] PRESTO, Japan Science and Technology Agency, Kawaguchi, Japan.;Department of Computer Science, Nagoya Institute of Technology, Nagoya, Japan. ^[2] Department of Life Science and Applied Chemistry, Nagoya Institute of Technology, Nagoya, Japan. ^[3] The Institute for Solid State Physics, The University of Tokyo, Kashiwa, Japan. ^[4] The Institute for Solid State Physics, The University of Tokyo, Kashiwa, Japan.;PRESTO, Japan Science and Technology Agency, Kawaguchi, Japan. ^[5] Department of Computer Science, Nagoya Institute of Technology, Nagoya, Japan. ^[6] Graduate School of Humanities and Sciences, Ochanomizu University, Tokyo, Japan.;Center for Interdisciplinary AI and Data Science, Ochanomizu University, Tokyo, Japan.;School of Advanced Science and Engineering, Waseda University, Tokyo, Japan. ^[7] Faculty of Biology, Technion-Israel Institute of Technology, Haifa, Israel. ^[8] RIKEN Center for Advanced Intelligence Project, Tokyo, Japan.;Department of Life Science and Applied Chemistry, Nagoya Institute of Technology, Nagoya, Japan.;OptoBioTechnology Research Center, Nagoya Institute of Technology, Nagoya, Japan. ^[9] RIKEN Center for Advanced Intelligence Project, Tokyo, Japan. takeuchi.ichiro@nitech.ac.jp.;OptoBioTechnology Research Center, Nagoya Institute of Technology, Nagoya, Japan. takeuchi.ichiro@nitech.ac.jp.;Department of Computer Science, Nagoya Institute of Technology, Nagoya, Japan. takeuchi.ichiro@nitech.ac.jp. ^[10]

医学主题词氨基酸序列(Amino Acid Sequence);贝叶斯定理(Bayes Theorem);色(Color);数据库, 蛋白质(Databases, Protein);大肠杆菌(Escherichia coli);氢离子浓度(Hydrogen-Ion Concentration);离子通道(Ion Channels);光(Light);视紫质, 微生物(Rhodopsins, Microbial);序列分析, 蛋白质(Sequence Analysis, Protein)

DOI 10.1038/s42003-021-01878-9

PMID 33742139

发布时间 2022-10-26

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Communications biology

2021年4卷1期

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Communications biology

2021年4卷1期

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Exploration of natural red-shifted rhodopsins using a machine learning-based Bayesian experimental design.

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Exploration of natural red-shifted rhodopsins using a machine learning-based Bayesian experimental design.

Communications biology

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