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Next-Generation Pathology Using Multiplexed Immunohistochemistry: Mapping Tissue Architecture at Single-Cell Level

Single-cell omics aim at charting the different types and properties of all cells in the human body in health and disease. Over the past years, myriads of cellular phenotypes have been defined by methods that mostly required cells to be dissociated and removed from their original microenvironment, t...

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Autores principales: Bosisio, Francesca Maria, Van Herck, Yannick, Messiaen, Julie, Bolognesi, Maddalena Maria, Marcelis, Lukas, Van Haele, Matthias, Cattoretti, Giorgio, Antoranz, Asier, De Smet, Frederik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9389457/
https://www.ncbi.nlm.nih.gov/pubmed/35992810
http://dx.doi.org/10.3389/fonc.2022.918900
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author Bosisio, Francesca Maria
Van Herck, Yannick
Messiaen, Julie
Bolognesi, Maddalena Maria
Marcelis, Lukas
Van Haele, Matthias
Cattoretti, Giorgio
Antoranz, Asier
De Smet, Frederik
author_facet Bosisio, Francesca Maria
Van Herck, Yannick
Messiaen, Julie
Bolognesi, Maddalena Maria
Marcelis, Lukas
Van Haele, Matthias
Cattoretti, Giorgio
Antoranz, Asier
De Smet, Frederik
author_sort Bosisio, Francesca Maria
collection PubMed
description Single-cell omics aim at charting the different types and properties of all cells in the human body in health and disease. Over the past years, myriads of cellular phenotypes have been defined by methods that mostly required cells to be dissociated and removed from their original microenvironment, thus destroying valuable information about their location and interactions. Growing insights, however, are showing that such information is crucial to understand complex disease states. For decades, pathologists have interpreted cells in the context of their tissue using low-plex antibody- and morphology-based methods. Novel technologies for multiplexed immunohistochemistry are now rendering it possible to perform extended single-cell expression profiling using dozens of protein markers in the spatial context of a single tissue section. The combination of these novel technologies with extended data analysis tools allows us now to study cell-cell interactions, define cellular sociology, and describe detailed aberrations in tissue architecture, as such gaining much deeper insights in disease states. In this review, we provide a comprehensive overview of the available technologies for multiplexed immunohistochemistry, their advantages and challenges. We also provide the principles on how to interpret high-dimensional data in a spatial context. Similar to the fact that no one can just “read” a genome, pathological assessments are in dire need of extended digital data repositories to bring diagnostics and tissue interpretation to the next level.
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spelling pubmed-93894572022-08-20 Next-Generation Pathology Using Multiplexed Immunohistochemistry: Mapping Tissue Architecture at Single-Cell Level Bosisio, Francesca Maria Van Herck, Yannick Messiaen, Julie Bolognesi, Maddalena Maria Marcelis, Lukas Van Haele, Matthias Cattoretti, Giorgio Antoranz, Asier De Smet, Frederik Front Oncol Oncology Single-cell omics aim at charting the different types and properties of all cells in the human body in health and disease. Over the past years, myriads of cellular phenotypes have been defined by methods that mostly required cells to be dissociated and removed from their original microenvironment, thus destroying valuable information about their location and interactions. Growing insights, however, are showing that such information is crucial to understand complex disease states. For decades, pathologists have interpreted cells in the context of their tissue using low-plex antibody- and morphology-based methods. Novel technologies for multiplexed immunohistochemistry are now rendering it possible to perform extended single-cell expression profiling using dozens of protein markers in the spatial context of a single tissue section. The combination of these novel technologies with extended data analysis tools allows us now to study cell-cell interactions, define cellular sociology, and describe detailed aberrations in tissue architecture, as such gaining much deeper insights in disease states. In this review, we provide a comprehensive overview of the available technologies for multiplexed immunohistochemistry, their advantages and challenges. We also provide the principles on how to interpret high-dimensional data in a spatial context. Similar to the fact that no one can just “read” a genome, pathological assessments are in dire need of extended digital data repositories to bring diagnostics and tissue interpretation to the next level. Frontiers Media S.A. 2022-07-29 /pmc/articles/PMC9389457/ /pubmed/35992810 http://dx.doi.org/10.3389/fonc.2022.918900 Text en Copyright © 2022 Bosisio, Van Herck, Messiaen, Bolognesi, Marcelis, Van Haele, Cattoretti, Antoranz and De Smet https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Bosisio, Francesca Maria
Van Herck, Yannick
Messiaen, Julie
Bolognesi, Maddalena Maria
Marcelis, Lukas
Van Haele, Matthias
Cattoretti, Giorgio
Antoranz, Asier
De Smet, Frederik
Next-Generation Pathology Using Multiplexed Immunohistochemistry: Mapping Tissue Architecture at Single-Cell Level
title Next-Generation Pathology Using Multiplexed Immunohistochemistry: Mapping Tissue Architecture at Single-Cell Level
title_full Next-Generation Pathology Using Multiplexed Immunohistochemistry: Mapping Tissue Architecture at Single-Cell Level
title_fullStr Next-Generation Pathology Using Multiplexed Immunohistochemistry: Mapping Tissue Architecture at Single-Cell Level
title_full_unstemmed Next-Generation Pathology Using Multiplexed Immunohistochemistry: Mapping Tissue Architecture at Single-Cell Level
title_short Next-Generation Pathology Using Multiplexed Immunohistochemistry: Mapping Tissue Architecture at Single-Cell Level
title_sort next-generation pathology using multiplexed immunohistochemistry: mapping tissue architecture at single-cell level
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9389457/
https://www.ncbi.nlm.nih.gov/pubmed/35992810
http://dx.doi.org/10.3389/fonc.2022.918900
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