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Rapid single-cell physical phenotyping of mechanically dissociated tissue biopsies

During surgery, rapid and accurate histopathological diagnosis is essential for clinical decision making. Yet the prevalent method of intra-operative consultation pathology is intensive in time, labour and costs, and requires the expertise of trained pathologists. Here we show that biopsy samples ca...

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Autores principales: Soteriou, Despina, Kubánková, Markéta, Schweitzer, Christine, López-Posadas, Rocío, Pradhan, Rashmita, Thoma, Oana-Maria, Györfi, Andrea-Hermina, Matei, Alexandru-Emil, Waldner, Maximilian, Distler, Jörg H. W., Scheuermann, Stefan, Langejürgen, Jens, Eckstein, Markus, Schneider-Stock, Regine, Atreya, Raja, Neurath, Markus F., Hartmann, Arndt, Guck, Jochen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10651479/
https://www.ncbi.nlm.nih.gov/pubmed/37024677
http://dx.doi.org/10.1038/s41551-023-01015-3
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author Soteriou, Despina
Kubánková, Markéta
Schweitzer, Christine
López-Posadas, Rocío
Pradhan, Rashmita
Thoma, Oana-Maria
Györfi, Andrea-Hermina
Matei, Alexandru-Emil
Waldner, Maximilian
Distler, Jörg H. W.
Scheuermann, Stefan
Langejürgen, Jens
Eckstein, Markus
Schneider-Stock, Regine
Atreya, Raja
Neurath, Markus F.
Hartmann, Arndt
Guck, Jochen
author_facet Soteriou, Despina
Kubánková, Markéta
Schweitzer, Christine
López-Posadas, Rocío
Pradhan, Rashmita
Thoma, Oana-Maria
Györfi, Andrea-Hermina
Matei, Alexandru-Emil
Waldner, Maximilian
Distler, Jörg H. W.
Scheuermann, Stefan
Langejürgen, Jens
Eckstein, Markus
Schneider-Stock, Regine
Atreya, Raja
Neurath, Markus F.
Hartmann, Arndt
Guck, Jochen
author_sort Soteriou, Despina
collection PubMed
description During surgery, rapid and accurate histopathological diagnosis is essential for clinical decision making. Yet the prevalent method of intra-operative consultation pathology is intensive in time, labour and costs, and requires the expertise of trained pathologists. Here we show that biopsy samples can be analysed within 30 min by sequentially assessing the physical phenotypes of singularized suspended cells dissociated from the tissues. The diagnostic method combines the enzyme-free mechanical dissociation of tissues, real-time deformability cytometry at rates of 100–1,000 cells s(−1) and data analysis by unsupervised dimensionality reduction and logistic regression. Physical phenotype parameters extracted from brightfield images of single cells distinguished cell subpopulations in various tissues, enhancing or even substituting measurements of molecular markers. We used the method to quantify the degree of colon inflammation and to accurately discriminate healthy and tumorous tissue in biopsy samples of mouse and human colons. This fast and label-free approach may aid the intra-operative detection of pathological changes in solid biopsies.
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spelling pubmed-106514792023-04-06 Rapid single-cell physical phenotyping of mechanically dissociated tissue biopsies Soteriou, Despina Kubánková, Markéta Schweitzer, Christine López-Posadas, Rocío Pradhan, Rashmita Thoma, Oana-Maria Györfi, Andrea-Hermina Matei, Alexandru-Emil Waldner, Maximilian Distler, Jörg H. W. Scheuermann, Stefan Langejürgen, Jens Eckstein, Markus Schneider-Stock, Regine Atreya, Raja Neurath, Markus F. Hartmann, Arndt Guck, Jochen Nat Biomed Eng Article During surgery, rapid and accurate histopathological diagnosis is essential for clinical decision making. Yet the prevalent method of intra-operative consultation pathology is intensive in time, labour and costs, and requires the expertise of trained pathologists. Here we show that biopsy samples can be analysed within 30 min by sequentially assessing the physical phenotypes of singularized suspended cells dissociated from the tissues. The diagnostic method combines the enzyme-free mechanical dissociation of tissues, real-time deformability cytometry at rates of 100–1,000 cells s(−1) and data analysis by unsupervised dimensionality reduction and logistic regression. Physical phenotype parameters extracted from brightfield images of single cells distinguished cell subpopulations in various tissues, enhancing or even substituting measurements of molecular markers. We used the method to quantify the degree of colon inflammation and to accurately discriminate healthy and tumorous tissue in biopsy samples of mouse and human colons. This fast and label-free approach may aid the intra-operative detection of pathological changes in solid biopsies. Nature Publishing Group UK 2023-04-06 2023 /pmc/articles/PMC10651479/ /pubmed/37024677 http://dx.doi.org/10.1038/s41551-023-01015-3 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Soteriou, Despina
Kubánková, Markéta
Schweitzer, Christine
López-Posadas, Rocío
Pradhan, Rashmita
Thoma, Oana-Maria
Györfi, Andrea-Hermina
Matei, Alexandru-Emil
Waldner, Maximilian
Distler, Jörg H. W.
Scheuermann, Stefan
Langejürgen, Jens
Eckstein, Markus
Schneider-Stock, Regine
Atreya, Raja
Neurath, Markus F.
Hartmann, Arndt
Guck, Jochen
Rapid single-cell physical phenotyping of mechanically dissociated tissue biopsies
title Rapid single-cell physical phenotyping of mechanically dissociated tissue biopsies
title_full Rapid single-cell physical phenotyping of mechanically dissociated tissue biopsies
title_fullStr Rapid single-cell physical phenotyping of mechanically dissociated tissue biopsies
title_full_unstemmed Rapid single-cell physical phenotyping of mechanically dissociated tissue biopsies
title_short Rapid single-cell physical phenotyping of mechanically dissociated tissue biopsies
title_sort rapid single-cell physical phenotyping of mechanically dissociated tissue biopsies
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10651479/
https://www.ncbi.nlm.nih.gov/pubmed/37024677
http://dx.doi.org/10.1038/s41551-023-01015-3
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