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Real-time luminescence enables continuous drug–response analysis in adherent and suspension cell lines

The drug-induced proliferation (DIP) rate is a metric of in vitro drug response that avoids inherent biases in commonly used metrics such as 72 h viability. However, DIP rate measurements rely on direct cell counting over time, a laborious task that is subject to numerous challenges, including the n...

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Autores principales: Wandishin, Clayton M., Robbins, Charles John, Tyson, Darren R., Harris, Leonard A., Quaranta, Vito
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9037430/
https://www.ncbi.nlm.nih.gov/pubmed/35443861
http://dx.doi.org/10.1080/15384047.2022.2065182
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author Wandishin, Clayton M.
Robbins, Charles John
Tyson, Darren R.
Harris, Leonard A.
Quaranta, Vito
author_facet Wandishin, Clayton M.
Robbins, Charles John
Tyson, Darren R.
Harris, Leonard A.
Quaranta, Vito
author_sort Wandishin, Clayton M.
collection PubMed
description The drug-induced proliferation (DIP) rate is a metric of in vitro drug response that avoids inherent biases in commonly used metrics such as 72 h viability. However, DIP rate measurements rely on direct cell counting over time, a laborious task that is subject to numerous challenges, including the need to fluorescently label cells and automatically segment nuclei. Moreover, it is incredibly difficult to directly count cells and accurately measure DIP rates for cell populations in suspension. As an alternative, we use real-time luminescence measurements derived from the cellular activity of NAD(P)H oxidoreductase to efficiently estimate drug response in both adherent and suspension cell populations to a panel of known anticancer agents. For the adherent cell lines, we collect both luminescence reads and direct cell counts over time simultaneously to assess their congruency. Our results demonstrate that the proposed approach significantly speeds up data collection, avoids the need for cellular labels and image segmentation, and opens the door to significant advances in high-throughput screening of anticancer drugs.
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spelling pubmed-90374302022-04-26 Real-time luminescence enables continuous drug–response analysis in adherent and suspension cell lines Wandishin, Clayton M. Robbins, Charles John Tyson, Darren R. Harris, Leonard A. Quaranta, Vito Cancer Biol Ther Research Paper The drug-induced proliferation (DIP) rate is a metric of in vitro drug response that avoids inherent biases in commonly used metrics such as 72 h viability. However, DIP rate measurements rely on direct cell counting over time, a laborious task that is subject to numerous challenges, including the need to fluorescently label cells and automatically segment nuclei. Moreover, it is incredibly difficult to directly count cells and accurately measure DIP rates for cell populations in suspension. As an alternative, we use real-time luminescence measurements derived from the cellular activity of NAD(P)H oxidoreductase to efficiently estimate drug response in both adherent and suspension cell populations to a panel of known anticancer agents. For the adherent cell lines, we collect both luminescence reads and direct cell counts over time simultaneously to assess their congruency. Our results demonstrate that the proposed approach significantly speeds up data collection, avoids the need for cellular labels and image segmentation, and opens the door to significant advances in high-throughput screening of anticancer drugs. Taylor & Francis 2022-04-21 /pmc/articles/PMC9037430/ /pubmed/35443861 http://dx.doi.org/10.1080/15384047.2022.2065182 Text en © 2022 The Author(s). Published with license by Taylor & Francis Group, LLC. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Paper
Wandishin, Clayton M.
Robbins, Charles John
Tyson, Darren R.
Harris, Leonard A.
Quaranta, Vito
Real-time luminescence enables continuous drug–response analysis in adherent and suspension cell lines
title Real-time luminescence enables continuous drug–response analysis in adherent and suspension cell lines
title_full Real-time luminescence enables continuous drug–response analysis in adherent and suspension cell lines
title_fullStr Real-time luminescence enables continuous drug–response analysis in adherent and suspension cell lines
title_full_unstemmed Real-time luminescence enables continuous drug–response analysis in adherent and suspension cell lines
title_short Real-time luminescence enables continuous drug–response analysis in adherent and suspension cell lines
title_sort real-time luminescence enables continuous drug–response analysis in adherent and suspension cell lines
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9037430/
https://www.ncbi.nlm.nih.gov/pubmed/35443861
http://dx.doi.org/10.1080/15384047.2022.2065182
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