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A high-throughput multiparameter screen for accelerated development and optimization of soluble genetically encoded fluorescent biosensors

Genetically encoded fluorescent biosensors are powerful tools used to track chemical processes in intact biological systems. However, the development and optimization of biosensors remains a challenging and labor-intensive process, primarily due to technical limitations of methods for screening cand...

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Autores principales: Koveal, Dorothy, Rosen, Paul C., Meyer, Dylan J., Díaz-García, Carlos Manlio, Wang, Yongcheng, Cai, Li-Heng, Chou, Peter J., Weitz, David A., Yellen, Gary
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9133083/
https://www.ncbi.nlm.nih.gov/pubmed/35614105
http://dx.doi.org/10.1038/s41467-022-30685-x
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author Koveal, Dorothy
Rosen, Paul C.
Meyer, Dylan J.
Díaz-García, Carlos Manlio
Wang, Yongcheng
Cai, Li-Heng
Chou, Peter J.
Weitz, David A.
Yellen, Gary
author_facet Koveal, Dorothy
Rosen, Paul C.
Meyer, Dylan J.
Díaz-García, Carlos Manlio
Wang, Yongcheng
Cai, Li-Heng
Chou, Peter J.
Weitz, David A.
Yellen, Gary
author_sort Koveal, Dorothy
collection PubMed
description Genetically encoded fluorescent biosensors are powerful tools used to track chemical processes in intact biological systems. However, the development and optimization of biosensors remains a challenging and labor-intensive process, primarily due to technical limitations of methods for screening candidate biosensors. Here we describe a screening modality that combines droplet microfluidics and automated fluorescence imaging to provide an order of magnitude increase in screening throughput. Moreover, unlike current techniques that are limited to screening for a single biosensor feature at a time (e.g. brightness), our method enables evaluation of multiple features (e.g. contrast, affinity, specificity) in parallel. Because biosensor features can covary, this capability is essential for rapid optimization. We use this system to generate a high-performance biosensor for lactate that can be used to quantify intracellular lactate concentrations. This biosensor, named LiLac, constitutes a significant advance in metabolite sensing and demonstrates the power of our screening approach.
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spelling pubmed-91330832022-05-27 A high-throughput multiparameter screen for accelerated development and optimization of soluble genetically encoded fluorescent biosensors Koveal, Dorothy Rosen, Paul C. Meyer, Dylan J. Díaz-García, Carlos Manlio Wang, Yongcheng Cai, Li-Heng Chou, Peter J. Weitz, David A. Yellen, Gary Nat Commun Article Genetically encoded fluorescent biosensors are powerful tools used to track chemical processes in intact biological systems. However, the development and optimization of biosensors remains a challenging and labor-intensive process, primarily due to technical limitations of methods for screening candidate biosensors. Here we describe a screening modality that combines droplet microfluidics and automated fluorescence imaging to provide an order of magnitude increase in screening throughput. Moreover, unlike current techniques that are limited to screening for a single biosensor feature at a time (e.g. brightness), our method enables evaluation of multiple features (e.g. contrast, affinity, specificity) in parallel. Because biosensor features can covary, this capability is essential for rapid optimization. We use this system to generate a high-performance biosensor for lactate that can be used to quantify intracellular lactate concentrations. This biosensor, named LiLac, constitutes a significant advance in metabolite sensing and demonstrates the power of our screening approach. Nature Publishing Group UK 2022-05-25 /pmc/articles/PMC9133083/ /pubmed/35614105 http://dx.doi.org/10.1038/s41467-022-30685-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Koveal, Dorothy
Rosen, Paul C.
Meyer, Dylan J.
Díaz-García, Carlos Manlio
Wang, Yongcheng
Cai, Li-Heng
Chou, Peter J.
Weitz, David A.
Yellen, Gary
A high-throughput multiparameter screen for accelerated development and optimization of soluble genetically encoded fluorescent biosensors
title A high-throughput multiparameter screen for accelerated development and optimization of soluble genetically encoded fluorescent biosensors
title_full A high-throughput multiparameter screen for accelerated development and optimization of soluble genetically encoded fluorescent biosensors
title_fullStr A high-throughput multiparameter screen for accelerated development and optimization of soluble genetically encoded fluorescent biosensors
title_full_unstemmed A high-throughput multiparameter screen for accelerated development and optimization of soluble genetically encoded fluorescent biosensors
title_short A high-throughput multiparameter screen for accelerated development and optimization of soluble genetically encoded fluorescent biosensors
title_sort high-throughput multiparameter screen for accelerated development and optimization of soluble genetically encoded fluorescent biosensors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9133083/
https://www.ncbi.nlm.nih.gov/pubmed/35614105
http://dx.doi.org/10.1038/s41467-022-30685-x
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