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Automated fluorescence gating and size determination reduce variation in measured concentration of extracellular vesicles by flow cytometry

Extracellular vesicles (EVs) are an upcoming biomarker for disease. However, the measured concentrations of EVs by flow cytometry are incomparable due to analytical variables. This study aimed to investigate how the choice of fluorophore, and thereby brightness, affects the measured concentration of...

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Autores principales: Gankema, Angela Adriana Francisca, Li, Bo, Nieuwland, Rienk, van der Pol, Edwin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10084316/
https://www.ncbi.nlm.nih.gov/pubmed/35707999
http://dx.doi.org/10.1002/cyto.a.24665
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author Gankema, Angela Adriana Francisca
Li, Bo
Nieuwland, Rienk
van der Pol, Edwin
author_facet Gankema, Angela Adriana Francisca
Li, Bo
Nieuwland, Rienk
van der Pol, Edwin
author_sort Gankema, Angela Adriana Francisca
collection PubMed
description Extracellular vesicles (EVs) are an upcoming biomarker for disease. However, the measured concentrations of EVs by flow cytometry are incomparable due to analytical variables. This study aimed to investigate how the choice of fluorophore, and thereby brightness, affects the measured concentration of EVs. Four commonly used fluorophores allophycocyanin, Brilliant Violet‐421, fluorescein isothiocyanate, and phycoerythrin, all conjugated to CD61 antibodies, were used to label platelet‐derived extracellular vesicles (PEVs) in human plasma. PEVs were measured by flow cytometry. The concentration of EVs was obtained by manually set fluorescence gates, automatically determined fluorescence gates, and automatically determined fluorescence gates combined with specific size gates. Manually set fluorescence gates by five independent experts resulted in a variation coefficient (CV) of 41% between the measured PEV concentrations labeled with the four different fluorophores. A new algorithm for automatic determination of fluorescence gates was applied to reduce inter‐operator variability. Applying this algorithm resulted in a CV of 58%. However, when the algorithm was combined with a size gate to correct for differences in brightness between fluorophores, the CV reduced to 25%. In this study, we showed that different fluorophores can detect similar concentrations of EVs by (1) determining fluorescence gates automatically, and (2) by adding a size gate to correct for differences in brightness between fluorophores. Therefore, our research contributes to further standardization of EV concentration measurements by flow cytometry.
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spelling pubmed-100843162023-04-11 Automated fluorescence gating and size determination reduce variation in measured concentration of extracellular vesicles by flow cytometry Gankema, Angela Adriana Francisca Li, Bo Nieuwland, Rienk van der Pol, Edwin Cytometry A Original Articles Extracellular vesicles (EVs) are an upcoming biomarker for disease. However, the measured concentrations of EVs by flow cytometry are incomparable due to analytical variables. This study aimed to investigate how the choice of fluorophore, and thereby brightness, affects the measured concentration of EVs. Four commonly used fluorophores allophycocyanin, Brilliant Violet‐421, fluorescein isothiocyanate, and phycoerythrin, all conjugated to CD61 antibodies, were used to label platelet‐derived extracellular vesicles (PEVs) in human plasma. PEVs were measured by flow cytometry. The concentration of EVs was obtained by manually set fluorescence gates, automatically determined fluorescence gates, and automatically determined fluorescence gates combined with specific size gates. Manually set fluorescence gates by five independent experts resulted in a variation coefficient (CV) of 41% between the measured PEV concentrations labeled with the four different fluorophores. A new algorithm for automatic determination of fluorescence gates was applied to reduce inter‐operator variability. Applying this algorithm resulted in a CV of 58%. However, when the algorithm was combined with a size gate to correct for differences in brightness between fluorophores, the CV reduced to 25%. In this study, we showed that different fluorophores can detect similar concentrations of EVs by (1) determining fluorescence gates automatically, and (2) by adding a size gate to correct for differences in brightness between fluorophores. Therefore, our research contributes to further standardization of EV concentration measurements by flow cytometry. John Wiley & Sons, Inc. 2022-06-28 2022-12 /pmc/articles/PMC10084316/ /pubmed/35707999 http://dx.doi.org/10.1002/cyto.a.24665 Text en © 2022 The Authors. Cytometry Part A published by Wiley Periodicals LLC on behalf of International Society for Advancement of Cytometry. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Original Articles
Gankema, Angela Adriana Francisca
Li, Bo
Nieuwland, Rienk
van der Pol, Edwin
Automated fluorescence gating and size determination reduce variation in measured concentration of extracellular vesicles by flow cytometry
title Automated fluorescence gating and size determination reduce variation in measured concentration of extracellular vesicles by flow cytometry
title_full Automated fluorescence gating and size determination reduce variation in measured concentration of extracellular vesicles by flow cytometry
title_fullStr Automated fluorescence gating and size determination reduce variation in measured concentration of extracellular vesicles by flow cytometry
title_full_unstemmed Automated fluorescence gating and size determination reduce variation in measured concentration of extracellular vesicles by flow cytometry
title_short Automated fluorescence gating and size determination reduce variation in measured concentration of extracellular vesicles by flow cytometry
title_sort automated fluorescence gating and size determination reduce variation in measured concentration of extracellular vesicles by flow cytometry
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10084316/
https://www.ncbi.nlm.nih.gov/pubmed/35707999
http://dx.doi.org/10.1002/cyto.a.24665
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