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

Microbial rhodopsins are photoreceptive membrane proteins, which are used as molecular tools in optogenetics. Here, a machine learning (ML)-based experimental design method is introduced for screening rhodopsins that are likely to be red-shifted from representative rhodopsins in the same subfamily....

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Detalles Bibliográficos
Autores principales: Inoue, Keiichi, Karasuyama, Masayuki, Nakamura, Ryoko, Konno, Masae, Yamada, Daichi, Mannen, Kentaro, Nagata, Takashi, Inatsu, Yu, Yawo, Hiromu, Yura, Kei, Béjà, Oded, Kandori, Hideki, Takeuchi, Ichiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7979833/
https://www.ncbi.nlm.nih.gov/pubmed/33742139
http://dx.doi.org/10.1038/s42003-021-01878-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7979833/
https://www.ncbi.nlm.nih.gov/pubmed/33742139
http://dx.doi.org/10.1038/s42003-021-01878-9

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