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Label-free sensing of cells with fluorescence lifetime imaging: The quest for metabolic heterogeneity

Molecular, morphological, and physiological heterogeneity is the inherent property of cells which governs differences in their response to external influence. Tumor cell metabolic heterogeneity is of a special interest due to its clinical relevance to tumor progression and therapeutic outcomes. Rapi...

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Autores principales: Shirshin, Evgeny A., Shirmanova, Marina V., Gayer, Alexey V., Lukina, Maria M., Nikonova, Elena E., Yakimov, Boris P., Budylin, Gleb S., Dudenkova, Varvara V., Ignatova, Nadezhda I., Komarov, Dmitry V., Yakovlev, Vladislav V., Becker, Wolfgang, Zagaynova, Elena V., Shcheslavskiy, Vladislav I., Scully, Marlan O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8892511/
https://www.ncbi.nlm.nih.gov/pubmed/35217616
http://dx.doi.org/10.1073/pnas.2118241119
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author Shirshin, Evgeny A.
Shirmanova, Marina V.
Gayer, Alexey V.
Lukina, Maria M.
Nikonova, Elena E.
Yakimov, Boris P.
Budylin, Gleb S.
Dudenkova, Varvara V.
Ignatova, Nadezhda I.
Komarov, Dmitry V.
Yakovlev, Vladislav V.
Becker, Wolfgang
Zagaynova, Elena V.
Shcheslavskiy, Vladislav I.
Scully, Marlan O.
author_facet Shirshin, Evgeny A.
Shirmanova, Marina V.
Gayer, Alexey V.
Lukina, Maria M.
Nikonova, Elena E.
Yakimov, Boris P.
Budylin, Gleb S.
Dudenkova, Varvara V.
Ignatova, Nadezhda I.
Komarov, Dmitry V.
Yakovlev, Vladislav V.
Becker, Wolfgang
Zagaynova, Elena V.
Shcheslavskiy, Vladislav I.
Scully, Marlan O.
author_sort Shirshin, Evgeny A.
collection PubMed
description Molecular, morphological, and physiological heterogeneity is the inherent property of cells which governs differences in their response to external influence. Tumor cell metabolic heterogeneity is of a special interest due to its clinical relevance to tumor progression and therapeutic outcomes. Rapid, sensitive, and noninvasive assessment of metabolic heterogeneity of cells is a great demand for biomedical sciences. Fluorescence lifetime imaging (FLIM), which is an all-optical technique, is an emerging tool for sensing and quantifying cellular metabolism by measuring fluorescence decay parameters of endogenous fluorophores, such as NAD(P)H. To achieve accurate discrimination between metabolically diverse cellular subpopulations, appropriate approaches to FLIM data collection and analysis are needed. In this paper, the unique capability of FLIM to attain the overarching goal of discriminating metabolic heterogeneity is demonstrated. This has been achieved using an approach to data analysis based on the nonparametric analysis, which revealed a much better sensitivity to the presence of metabolically distinct subpopulations compared to more traditional approaches of FLIM measurements and analysis. The approach was further validated for imaging cultured cancer cells treated with chemotherapy. These results pave the way for accurate detection and quantification of cellular metabolic heterogeneity using FLIM, which will be valuable for assessing therapeutic vulnerabilities and predicting clinical outcomes.
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spelling pubmed-88925112022-08-25 Label-free sensing of cells with fluorescence lifetime imaging: The quest for metabolic heterogeneity Shirshin, Evgeny A. Shirmanova, Marina V. Gayer, Alexey V. Lukina, Maria M. Nikonova, Elena E. Yakimov, Boris P. Budylin, Gleb S. Dudenkova, Varvara V. Ignatova, Nadezhda I. Komarov, Dmitry V. Yakovlev, Vladislav V. Becker, Wolfgang Zagaynova, Elena V. Shcheslavskiy, Vladislav I. Scully, Marlan O. Proc Natl Acad Sci U S A Physical Sciences Molecular, morphological, and physiological heterogeneity is the inherent property of cells which governs differences in their response to external influence. Tumor cell metabolic heterogeneity is of a special interest due to its clinical relevance to tumor progression and therapeutic outcomes. Rapid, sensitive, and noninvasive assessment of metabolic heterogeneity of cells is a great demand for biomedical sciences. Fluorescence lifetime imaging (FLIM), which is an all-optical technique, is an emerging tool for sensing and quantifying cellular metabolism by measuring fluorescence decay parameters of endogenous fluorophores, such as NAD(P)H. To achieve accurate discrimination between metabolically diverse cellular subpopulations, appropriate approaches to FLIM data collection and analysis are needed. In this paper, the unique capability of FLIM to attain the overarching goal of discriminating metabolic heterogeneity is demonstrated. This has been achieved using an approach to data analysis based on the nonparametric analysis, which revealed a much better sensitivity to the presence of metabolically distinct subpopulations compared to more traditional approaches of FLIM measurements and analysis. The approach was further validated for imaging cultured cancer cells treated with chemotherapy. These results pave the way for accurate detection and quantification of cellular metabolic heterogeneity using FLIM, which will be valuable for assessing therapeutic vulnerabilities and predicting clinical outcomes. National Academy of Sciences 2022-02-25 2022-03-01 /pmc/articles/PMC8892511/ /pubmed/35217616 http://dx.doi.org/10.1073/pnas.2118241119 Text en Copyright © 2022 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Physical Sciences
Shirshin, Evgeny A.
Shirmanova, Marina V.
Gayer, Alexey V.
Lukina, Maria M.
Nikonova, Elena E.
Yakimov, Boris P.
Budylin, Gleb S.
Dudenkova, Varvara V.
Ignatova, Nadezhda I.
Komarov, Dmitry V.
Yakovlev, Vladislav V.
Becker, Wolfgang
Zagaynova, Elena V.
Shcheslavskiy, Vladislav I.
Scully, Marlan O.
Label-free sensing of cells with fluorescence lifetime imaging: The quest for metabolic heterogeneity
title Label-free sensing of cells with fluorescence lifetime imaging: The quest for metabolic heterogeneity
title_full Label-free sensing of cells with fluorescence lifetime imaging: The quest for metabolic heterogeneity
title_fullStr Label-free sensing of cells with fluorescence lifetime imaging: The quest for metabolic heterogeneity
title_full_unstemmed Label-free sensing of cells with fluorescence lifetime imaging: The quest for metabolic heterogeneity
title_short Label-free sensing of cells with fluorescence lifetime imaging: The quest for metabolic heterogeneity
title_sort label-free sensing of cells with fluorescence lifetime imaging: the quest for metabolic heterogeneity
topic Physical Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8892511/
https://www.ncbi.nlm.nih.gov/pubmed/35217616
http://dx.doi.org/10.1073/pnas.2118241119
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