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Raman-based spectrophenotyping of the most important cells of the immune system

INTRODUCTION: Human peripheral blood mononuclear cells (PBMCs) are a heterogeneous population of cells that includes T and B lymphocytes. The total number of lymphocytes and their percentage in the blood can be a marker for the diagnosis of several human diseases. Currently, cytometric methods are w...

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Autores principales: Borek-Dorosz, Aleksandra, Nowakowska, Anna Maria, Leszczenko, Patrycja, Adamczyk, Adriana, Pieczara, Anna, Jakubowska, Justyna, Pastorczak, Agata, Ostrowska, Kinga, Ząbczyńska, Marta, Sowinski, Karol, Gruszecki, Wieslaw Ignacy, Baranska, Malgorzata, Marzec, Katarzyna Maria, Majzner, Katarzyna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9637483/
https://www.ncbi.nlm.nih.gov/pubmed/36328748
http://dx.doi.org/10.1016/j.jare.2021.12.013
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author Borek-Dorosz, Aleksandra
Nowakowska, Anna Maria
Leszczenko, Patrycja
Adamczyk, Adriana
Pieczara, Anna
Jakubowska, Justyna
Pastorczak, Agata
Ostrowska, Kinga
Ząbczyńska, Marta
Sowinski, Karol
Gruszecki, Wieslaw Ignacy
Baranska, Malgorzata
Marzec, Katarzyna Maria
Majzner, Katarzyna
author_facet Borek-Dorosz, Aleksandra
Nowakowska, Anna Maria
Leszczenko, Patrycja
Adamczyk, Adriana
Pieczara, Anna
Jakubowska, Justyna
Pastorczak, Agata
Ostrowska, Kinga
Ząbczyńska, Marta
Sowinski, Karol
Gruszecki, Wieslaw Ignacy
Baranska, Malgorzata
Marzec, Katarzyna Maria
Majzner, Katarzyna
author_sort Borek-Dorosz, Aleksandra
collection PubMed
description INTRODUCTION: Human peripheral blood mononuclear cells (PBMCs) are a heterogeneous population of cells that includes T and B lymphocytes. The total number of lymphocytes and their percentage in the blood can be a marker for the diagnosis of several human diseases. Currently, cytometric methods are widely used to distinguish subtypes of leukocytes and quantify their number. These techniques use cell immunophenotyping, which is limited by the number of fluorochrome-labeled antibodies that can be applied simultaneously. OBJECTIVE: B and T lymphocytes were isolated from peripheral blood obtained from healthy human donors. METHODS: The immunomagnetic negative selection was used for the enrichment of B and T cells fractions, and their purity was assessed by flow cytometry. Isolated cells were fixed with 0.5% glutaraldehyde and measured using confocal Raman imaging. K-means cluster analysis, principal component analysis and partial least squares discriminant methods were applied for the identification of spectroscopic markers to distinguish B and T cells. HPLC was the reference method for identifying carotene in T cells. RESULTS: Reliable discrimination between T and B lymphocytes based on their spectral profile has been demonstrated using label-free Raman imaging and chemometric analysis. The presence of carotene in T lymphocytes (in addition to the previously reported in plasma) was confirmed and for the first time unequivocally identified as β-carotene. In addition, the molecular features of the lymphocytes nuclei were found to support the discriminant analysis. It has been shown that although the presence of carotenoids in T cells depends on individual donor variability, the reliable differentiation between lymphocytes is possible based on Raman spectra collected from individual cells. CONCLUSIONS: This proves the potential of Raman spectroscopy in clinical diagnostics to automatically differentiate between cells that are an important component of our immune system.
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spelling pubmed-96374832022-11-07 Raman-based spectrophenotyping of the most important cells of the immune system Borek-Dorosz, Aleksandra Nowakowska, Anna Maria Leszczenko, Patrycja Adamczyk, Adriana Pieczara, Anna Jakubowska, Justyna Pastorczak, Agata Ostrowska, Kinga Ząbczyńska, Marta Sowinski, Karol Gruszecki, Wieslaw Ignacy Baranska, Malgorzata Marzec, Katarzyna Maria Majzner, Katarzyna J Adv Res Original Article INTRODUCTION: Human peripheral blood mononuclear cells (PBMCs) are a heterogeneous population of cells that includes T and B lymphocytes. The total number of lymphocytes and their percentage in the blood can be a marker for the diagnosis of several human diseases. Currently, cytometric methods are widely used to distinguish subtypes of leukocytes and quantify their number. These techniques use cell immunophenotyping, which is limited by the number of fluorochrome-labeled antibodies that can be applied simultaneously. OBJECTIVE: B and T lymphocytes were isolated from peripheral blood obtained from healthy human donors. METHODS: The immunomagnetic negative selection was used for the enrichment of B and T cells fractions, and their purity was assessed by flow cytometry. Isolated cells were fixed with 0.5% glutaraldehyde and measured using confocal Raman imaging. K-means cluster analysis, principal component analysis and partial least squares discriminant methods were applied for the identification of spectroscopic markers to distinguish B and T cells. HPLC was the reference method for identifying carotene in T cells. RESULTS: Reliable discrimination between T and B lymphocytes based on their spectral profile has been demonstrated using label-free Raman imaging and chemometric analysis. The presence of carotene in T lymphocytes (in addition to the previously reported in plasma) was confirmed and for the first time unequivocally identified as β-carotene. In addition, the molecular features of the lymphocytes nuclei were found to support the discriminant analysis. It has been shown that although the presence of carotenoids in T cells depends on individual donor variability, the reliable differentiation between lymphocytes is possible based on Raman spectra collected from individual cells. CONCLUSIONS: This proves the potential of Raman spectroscopy in clinical diagnostics to automatically differentiate between cells that are an important component of our immune system. Elsevier 2022-01-04 /pmc/articles/PMC9637483/ /pubmed/36328748 http://dx.doi.org/10.1016/j.jare.2021.12.013 Text en © 2022 The Authors. Published by Elsevier B.V. on behalf of Cairo University. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Original Article
Borek-Dorosz, Aleksandra
Nowakowska, Anna Maria
Leszczenko, Patrycja
Adamczyk, Adriana
Pieczara, Anna
Jakubowska, Justyna
Pastorczak, Agata
Ostrowska, Kinga
Ząbczyńska, Marta
Sowinski, Karol
Gruszecki, Wieslaw Ignacy
Baranska, Malgorzata
Marzec, Katarzyna Maria
Majzner, Katarzyna
Raman-based spectrophenotyping of the most important cells of the immune system
title Raman-based spectrophenotyping of the most important cells of the immune system
title_full Raman-based spectrophenotyping of the most important cells of the immune system
title_fullStr Raman-based spectrophenotyping of the most important cells of the immune system
title_full_unstemmed Raman-based spectrophenotyping of the most important cells of the immune system
title_short Raman-based spectrophenotyping of the most important cells of the immune system
title_sort raman-based spectrophenotyping of the most important cells of the immune system
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9637483/
https://www.ncbi.nlm.nih.gov/pubmed/36328748
http://dx.doi.org/10.1016/j.jare.2021.12.013
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