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Unlocking autofluorescence in the era of full spectrum analysis: Implications for immunophenotype discovery projects

Understanding the complex elements affecting signal resolution in cytometry is key for quality experimental design and data. In this study, we incorporate autofluorescence as a contributing factor to our understanding of resolution in cytometry and corroborate its impact in fluorescence signal detec...

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Autores principales: Jameson, Vanta J., Luke, Tina, Yan, Yuting, Hind, Angela, Evrard, Maximilien, Man, Kevin, Mackay, Laura K., Kallies, Axel, Villadangos, Jose A., McWilliam, Hamish E. G., Perez‐Gonzalez, Alexis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9519814/
https://www.ncbi.nlm.nih.gov/pubmed/35349225
http://dx.doi.org/10.1002/cyto.a.24555
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author Jameson, Vanta J.
Luke, Tina
Yan, Yuting
Hind, Angela
Evrard, Maximilien
Man, Kevin
Mackay, Laura K.
Kallies, Axel
Villadangos, Jose A.
McWilliam, Hamish E. G.
Perez‐Gonzalez, Alexis
author_facet Jameson, Vanta J.
Luke, Tina
Yan, Yuting
Hind, Angela
Evrard, Maximilien
Man, Kevin
Mackay, Laura K.
Kallies, Axel
Villadangos, Jose A.
McWilliam, Hamish E. G.
Perez‐Gonzalez, Alexis
author_sort Jameson, Vanta J.
collection PubMed
description Understanding the complex elements affecting signal resolution in cytometry is key for quality experimental design and data. In this study, we incorporate autofluorescence as a contributing factor to our understanding of resolution in cytometry and corroborate its impact in fluorescence signal detection through mathematical predictions supported by empirical evidence. Our findings illustrate the critical importance of autofluorescence extraction via full spectrum unmixing in unmasking dim signals and delineating the expression and subset distribution of low abundance markers in discovery projects. We apply our findings to the precise definition of the tissue and cellular distribution of a weakly expressed fluorescent protein that reports on a low‐abundance immunological gene. Exploiting the full spectrum coverage enabled by Aurora 5L, we describe a novel approach to the isolation of pure cell subset‐specific autofluorescence profiles based on high dimensionality reduction algorithms. This method can also be used to unveil differences in the autofluorescent fingerprints of tissues in homeostasis and after immunological challenges.
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spelling pubmed-95198142022-12-28 Unlocking autofluorescence in the era of full spectrum analysis: Implications for immunophenotype discovery projects Jameson, Vanta J. Luke, Tina Yan, Yuting Hind, Angela Evrard, Maximilien Man, Kevin Mackay, Laura K. Kallies, Axel Villadangos, Jose A. McWilliam, Hamish E. G. Perez‐Gonzalez, Alexis Cytometry A Original Articles Understanding the complex elements affecting signal resolution in cytometry is key for quality experimental design and data. In this study, we incorporate autofluorescence as a contributing factor to our understanding of resolution in cytometry and corroborate its impact in fluorescence signal detection through mathematical predictions supported by empirical evidence. Our findings illustrate the critical importance of autofluorescence extraction via full spectrum unmixing in unmasking dim signals and delineating the expression and subset distribution of low abundance markers in discovery projects. We apply our findings to the precise definition of the tissue and cellular distribution of a weakly expressed fluorescent protein that reports on a low‐abundance immunological gene. Exploiting the full spectrum coverage enabled by Aurora 5L, we describe a novel approach to the isolation of pure cell subset‐specific autofluorescence profiles based on high dimensionality reduction algorithms. This method can also be used to unveil differences in the autofluorescent fingerprints of tissues in homeostasis and after immunological challenges. John Wiley & Sons, Inc. 2022-04-12 2022-11 /pmc/articles/PMC9519814/ /pubmed/35349225 http://dx.doi.org/10.1002/cyto.a.24555 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-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Original Articles
Jameson, Vanta J.
Luke, Tina
Yan, Yuting
Hind, Angela
Evrard, Maximilien
Man, Kevin
Mackay, Laura K.
Kallies, Axel
Villadangos, Jose A.
McWilliam, Hamish E. G.
Perez‐Gonzalez, Alexis
Unlocking autofluorescence in the era of full spectrum analysis: Implications for immunophenotype discovery projects
title Unlocking autofluorescence in the era of full spectrum analysis: Implications for immunophenotype discovery projects
title_full Unlocking autofluorescence in the era of full spectrum analysis: Implications for immunophenotype discovery projects
title_fullStr Unlocking autofluorescence in the era of full spectrum analysis: Implications for immunophenotype discovery projects
title_full_unstemmed Unlocking autofluorescence in the era of full spectrum analysis: Implications for immunophenotype discovery projects
title_short Unlocking autofluorescence in the era of full spectrum analysis: Implications for immunophenotype discovery projects
title_sort unlocking autofluorescence in the era of full spectrum analysis: implications for immunophenotype discovery projects
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9519814/
https://www.ncbi.nlm.nih.gov/pubmed/35349225
http://dx.doi.org/10.1002/cyto.a.24555
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