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Advances in automated real‐time flow cytometry for monitoring of bioreactor processes

Flow cytometry and its technological possibilities have greatly advanced in the past decade as analysis tool for single cell properties and population distributions of different cell types in bioreactors. Along the way, some solutions for automated real‐time flow cytometry (ART‐FCM) were developed f...

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Autores principales: Heins, Anna‐Lena, Hoang, Manh Dat, Weuster‐Botz, Dirk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8961054/
https://www.ncbi.nlm.nih.gov/pubmed/35382548
http://dx.doi.org/10.1002/elsc.202100082
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author Heins, Anna‐Lena
Hoang, Manh Dat
Weuster‐Botz, Dirk
author_facet Heins, Anna‐Lena
Hoang, Manh Dat
Weuster‐Botz, Dirk
author_sort Heins, Anna‐Lena
collection PubMed
description Flow cytometry and its technological possibilities have greatly advanced in the past decade as analysis tool for single cell properties and population distributions of different cell types in bioreactors. Along the way, some solutions for automated real‐time flow cytometry (ART‐FCM) were developed for monitoring of bioreactor processes without operator interference over extended periods with variable sampling frequency. However, there is still great potential for ART‐FCM to evolve and possibly become a standard application in bioprocess monitoring and process control. This review first addresses different components of an ART‐FCM, including the sampling device, the sample‐processing unit, the unit for sample delivery to the flow cytometer and the settings for measurement of pre‐processed samples. Also, available algorithms are presented for automated data analysis of multi‐parameter fluorescence datasets derived from ART‐FCM experiments. Furthermore, challenges are discussed for integration of fluorescence‐activated cell sorting into an ART‐FCM setup for isolation and separation of interesting subpopulations that can be further characterized by for instance omics‐methods. As the application of ART‐FCM is especially of interest for bioreactor process monitoring, including investigation of population heterogeneity and automated process control, a summary of already existing setups for these purposes is given. Additionally, the general future potential of ART‐FCM is addressed.
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spelling pubmed-89610542022-04-04 Advances in automated real‐time flow cytometry for monitoring of bioreactor processes Heins, Anna‐Lena Hoang, Manh Dat Weuster‐Botz, Dirk Eng Life Sci Review Flow cytometry and its technological possibilities have greatly advanced in the past decade as analysis tool for single cell properties and population distributions of different cell types in bioreactors. Along the way, some solutions for automated real‐time flow cytometry (ART‐FCM) were developed for monitoring of bioreactor processes without operator interference over extended periods with variable sampling frequency. However, there is still great potential for ART‐FCM to evolve and possibly become a standard application in bioprocess monitoring and process control. This review first addresses different components of an ART‐FCM, including the sampling device, the sample‐processing unit, the unit for sample delivery to the flow cytometer and the settings for measurement of pre‐processed samples. Also, available algorithms are presented for automated data analysis of multi‐parameter fluorescence datasets derived from ART‐FCM experiments. Furthermore, challenges are discussed for integration of fluorescence‐activated cell sorting into an ART‐FCM setup for isolation and separation of interesting subpopulations that can be further characterized by for instance omics‐methods. As the application of ART‐FCM is especially of interest for bioreactor process monitoring, including investigation of population heterogeneity and automated process control, a summary of already existing setups for these purposes is given. Additionally, the general future potential of ART‐FCM is addressed. John Wiley and Sons Inc. 2021-11-12 /pmc/articles/PMC8961054/ /pubmed/35382548 http://dx.doi.org/10.1002/elsc.202100082 Text en © 2021 The Authors. Engineering in Life Sciences published by Wiley‐VCH GmbH https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review
Heins, Anna‐Lena
Hoang, Manh Dat
Weuster‐Botz, Dirk
Advances in automated real‐time flow cytometry for monitoring of bioreactor processes
title Advances in automated real‐time flow cytometry for monitoring of bioreactor processes
title_full Advances in automated real‐time flow cytometry for monitoring of bioreactor processes
title_fullStr Advances in automated real‐time flow cytometry for monitoring of bioreactor processes
title_full_unstemmed Advances in automated real‐time flow cytometry for monitoring of bioreactor processes
title_short Advances in automated real‐time flow cytometry for monitoring of bioreactor processes
title_sort advances in automated real‐time flow cytometry for monitoring of bioreactor processes
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8961054/
https://www.ncbi.nlm.nih.gov/pubmed/35382548
http://dx.doi.org/10.1002/elsc.202100082
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