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Combined multidimensional single-cell protein and RNA profiling dissects the cellular and functional heterogeneity of thymic epithelial cells

The network of thymic stromal cells provides essential niches with unique molecular cues controlling T cell development and selection. Recent single-cell RNA sequencing studies have uncovered previously unappreciated transcriptional heterogeneity among thymic epithelial cells (TEC). However, there a...

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Autores principales: Klein, Fabian, Veiga-Villauriz, Clara, Börsch, Anastasiya, Maio, Stefano, Palmer, Sam, Dhalla, Fatima, Handel, Adam E., Zuklys, Saulius, Calvo-Asensio, Irene, Musette, Lucas, Deadman, Mary E., White, Andrea J., Lucas, Beth, Anderson, Graham, Holländer, Georg A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10333192/
https://www.ncbi.nlm.nih.gov/pubmed/37429879
http://dx.doi.org/10.1038/s41467-023-39722-9
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author Klein, Fabian
Veiga-Villauriz, Clara
Börsch, Anastasiya
Maio, Stefano
Palmer, Sam
Dhalla, Fatima
Handel, Adam E.
Zuklys, Saulius
Calvo-Asensio, Irene
Musette, Lucas
Deadman, Mary E.
White, Andrea J.
Lucas, Beth
Anderson, Graham
Holländer, Georg A.
author_facet Klein, Fabian
Veiga-Villauriz, Clara
Börsch, Anastasiya
Maio, Stefano
Palmer, Sam
Dhalla, Fatima
Handel, Adam E.
Zuklys, Saulius
Calvo-Asensio, Irene
Musette, Lucas
Deadman, Mary E.
White, Andrea J.
Lucas, Beth
Anderson, Graham
Holländer, Georg A.
author_sort Klein, Fabian
collection PubMed
description The network of thymic stromal cells provides essential niches with unique molecular cues controlling T cell development and selection. Recent single-cell RNA sequencing studies have uncovered previously unappreciated transcriptional heterogeneity among thymic epithelial cells (TEC). However, there are only very few cell markers that allow a comparable phenotypic identification of TEC. Here, using massively parallel flow cytometry and machine learning, we deconvoluted known TEC phenotypes into novel subpopulations. Using CITEseq, these phenotypes were related to corresponding TEC subtypes defined by the cells’ RNA profiles. This approach allowed the phenotypic identification of perinatal cTEC and their physical localisation within the cortical stromal scaffold. In addition, we demonstrate the dynamic change in the frequency of perinatal cTEC in response to developing thymocytes and reveal their exceptional efficiency in positive selection. Collectively, our study identifies markers that allow for an unprecedented dissection of the thymus stromal complexity, as well as physical isolation of TEC populations and assignment of specific functions to individual TEC subtypes.
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spelling pubmed-103331922023-07-12 Combined multidimensional single-cell protein and RNA profiling dissects the cellular and functional heterogeneity of thymic epithelial cells Klein, Fabian Veiga-Villauriz, Clara Börsch, Anastasiya Maio, Stefano Palmer, Sam Dhalla, Fatima Handel, Adam E. Zuklys, Saulius Calvo-Asensio, Irene Musette, Lucas Deadman, Mary E. White, Andrea J. Lucas, Beth Anderson, Graham Holländer, Georg A. Nat Commun Article The network of thymic stromal cells provides essential niches with unique molecular cues controlling T cell development and selection. Recent single-cell RNA sequencing studies have uncovered previously unappreciated transcriptional heterogeneity among thymic epithelial cells (TEC). However, there are only very few cell markers that allow a comparable phenotypic identification of TEC. Here, using massively parallel flow cytometry and machine learning, we deconvoluted known TEC phenotypes into novel subpopulations. Using CITEseq, these phenotypes were related to corresponding TEC subtypes defined by the cells’ RNA profiles. This approach allowed the phenotypic identification of perinatal cTEC and their physical localisation within the cortical stromal scaffold. In addition, we demonstrate the dynamic change in the frequency of perinatal cTEC in response to developing thymocytes and reveal their exceptional efficiency in positive selection. Collectively, our study identifies markers that allow for an unprecedented dissection of the thymus stromal complexity, as well as physical isolation of TEC populations and assignment of specific functions to individual TEC subtypes. Nature Publishing Group UK 2023-07-10 /pmc/articles/PMC10333192/ /pubmed/37429879 http://dx.doi.org/10.1038/s41467-023-39722-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Klein, Fabian
Veiga-Villauriz, Clara
Börsch, Anastasiya
Maio, Stefano
Palmer, Sam
Dhalla, Fatima
Handel, Adam E.
Zuklys, Saulius
Calvo-Asensio, Irene
Musette, Lucas
Deadman, Mary E.
White, Andrea J.
Lucas, Beth
Anderson, Graham
Holländer, Georg A.
Combined multidimensional single-cell protein and RNA profiling dissects the cellular and functional heterogeneity of thymic epithelial cells
title Combined multidimensional single-cell protein and RNA profiling dissects the cellular and functional heterogeneity of thymic epithelial cells
title_full Combined multidimensional single-cell protein and RNA profiling dissects the cellular and functional heterogeneity of thymic epithelial cells
title_fullStr Combined multidimensional single-cell protein and RNA profiling dissects the cellular and functional heterogeneity of thymic epithelial cells
title_full_unstemmed Combined multidimensional single-cell protein and RNA profiling dissects the cellular and functional heterogeneity of thymic epithelial cells
title_short Combined multidimensional single-cell protein and RNA profiling dissects the cellular and functional heterogeneity of thymic epithelial cells
title_sort combined multidimensional single-cell protein and rna profiling dissects the cellular and functional heterogeneity of thymic epithelial cells
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10333192/
https://www.ncbi.nlm.nih.gov/pubmed/37429879
http://dx.doi.org/10.1038/s41467-023-39722-9
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