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Tissue Multiplex Analyte Detection in Anatomic Pathology – Pathways to Clinical Implementation
Background: Multiplex tissue analysis has revolutionized our understanding of the tumor microenvironment (TME) with implications for biomarker development and diagnostic testing. Multiplex labeling is used for specific clinical situations, but there remain barriers to expanded use in anatomic pathol...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8353449/ https://www.ncbi.nlm.nih.gov/pubmed/34386519 http://dx.doi.org/10.3389/fmolb.2021.672531 |
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author | Wharton, Keith A. Wood, Douglas Manesse, Mael Maclean, Kirsteen H. Leiss, Florian Zuraw, Aleksandra |
author_facet | Wharton, Keith A. Wood, Douglas Manesse, Mael Maclean, Kirsteen H. Leiss, Florian Zuraw, Aleksandra |
author_sort | Wharton, Keith A. |
collection | PubMed |
description | Background: Multiplex tissue analysis has revolutionized our understanding of the tumor microenvironment (TME) with implications for biomarker development and diagnostic testing. Multiplex labeling is used for specific clinical situations, but there remain barriers to expanded use in anatomic pathology practice. Methods: We review immunohistochemistry (IHC) and related assays used to localize molecules in tissues, with reference to United States regulatory and practice landscapes. We review multiplex methods and strategies used in clinical diagnosis and in research, particularly in immuno-oncology. Within the framework of assay design and testing phases, we examine the suitability of multiplex immunofluorescence (mIF) for clinical diagnostic workflows, considering its advantages and challenges to implementation. Results: Multiplex labeling is poised to radically transform pathologic diagnosis because it can answer questions about tissue-level biology and single-cell phenotypes that cannot be addressed with traditional IHC biomarker panels. Widespread implementation will require improved detection chemistry, illustrated by InSituPlex technology (Ultivue, Inc., Cambridge, MA) that allows coregistration of hematoxylin and eosin (H&E) and mIF images, greater standardization and interoperability of workflow and data pipelines to facilitate consistent interpretation by pathologists, and integration of multichannel images into digital pathology whole slide imaging (WSI) systems, including interpretation aided by artificial intelligence (AI). Adoption will also be facilitated by evidence that justifies incorporation into clinical practice, an ability to navigate regulatory pathways, and adequate health care budgets and reimbursement. We expand the brightfield WSI system “pixel pathway” concept to multiplex workflows, suggesting that adoption might be accelerated by data standardization centered on cell phenotypes defined by coexpression of multiple molecules. Conclusion: Multiplex labeling has the potential to complement next generation sequencing in cancer diagnosis by allowing pathologists to visualize and understand every cell in a tissue biopsy slide. Until mIF reagents, digital pathology systems including fluorescence scanners, and data pipelines are standardized, we propose that diagnostic labs will play a crucial role in driving adoption of multiplex tissue diagnostics by using retrospective data from tissue collections as a foundation for laboratory-developed test (LDT) implementation and use in prospective trials as companion diagnostics (CDx). |
format | Online Article Text |
id | pubmed-8353449 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-83534492021-08-11 Tissue Multiplex Analyte Detection in Anatomic Pathology – Pathways to Clinical Implementation Wharton, Keith A. Wood, Douglas Manesse, Mael Maclean, Kirsteen H. Leiss, Florian Zuraw, Aleksandra Front Mol Biosci Molecular Biosciences Background: Multiplex tissue analysis has revolutionized our understanding of the tumor microenvironment (TME) with implications for biomarker development and diagnostic testing. Multiplex labeling is used for specific clinical situations, but there remain barriers to expanded use in anatomic pathology practice. Methods: We review immunohistochemistry (IHC) and related assays used to localize molecules in tissues, with reference to United States regulatory and practice landscapes. We review multiplex methods and strategies used in clinical diagnosis and in research, particularly in immuno-oncology. Within the framework of assay design and testing phases, we examine the suitability of multiplex immunofluorescence (mIF) for clinical diagnostic workflows, considering its advantages and challenges to implementation. Results: Multiplex labeling is poised to radically transform pathologic diagnosis because it can answer questions about tissue-level biology and single-cell phenotypes that cannot be addressed with traditional IHC biomarker panels. Widespread implementation will require improved detection chemistry, illustrated by InSituPlex technology (Ultivue, Inc., Cambridge, MA) that allows coregistration of hematoxylin and eosin (H&E) and mIF images, greater standardization and interoperability of workflow and data pipelines to facilitate consistent interpretation by pathologists, and integration of multichannel images into digital pathology whole slide imaging (WSI) systems, including interpretation aided by artificial intelligence (AI). Adoption will also be facilitated by evidence that justifies incorporation into clinical practice, an ability to navigate regulatory pathways, and adequate health care budgets and reimbursement. We expand the brightfield WSI system “pixel pathway” concept to multiplex workflows, suggesting that adoption might be accelerated by data standardization centered on cell phenotypes defined by coexpression of multiple molecules. Conclusion: Multiplex labeling has the potential to complement next generation sequencing in cancer diagnosis by allowing pathologists to visualize and understand every cell in a tissue biopsy slide. Until mIF reagents, digital pathology systems including fluorescence scanners, and data pipelines are standardized, we propose that diagnostic labs will play a crucial role in driving adoption of multiplex tissue diagnostics by using retrospective data from tissue collections as a foundation for laboratory-developed test (LDT) implementation and use in prospective trials as companion diagnostics (CDx). Frontiers Media S.A. 2021-07-27 /pmc/articles/PMC8353449/ /pubmed/34386519 http://dx.doi.org/10.3389/fmolb.2021.672531 Text en Copyright © 2021 Wharton, Wood, Manesse, Maclean, Leiss and Zuraw. 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 | Molecular Biosciences Wharton, Keith A. Wood, Douglas Manesse, Mael Maclean, Kirsteen H. Leiss, Florian Zuraw, Aleksandra Tissue Multiplex Analyte Detection in Anatomic Pathology – Pathways to Clinical Implementation |
title | Tissue Multiplex Analyte Detection in Anatomic Pathology – Pathways to Clinical Implementation |
title_full | Tissue Multiplex Analyte Detection in Anatomic Pathology – Pathways to Clinical Implementation |
title_fullStr | Tissue Multiplex Analyte Detection in Anatomic Pathology – Pathways to Clinical Implementation |
title_full_unstemmed | Tissue Multiplex Analyte Detection in Anatomic Pathology – Pathways to Clinical Implementation |
title_short | Tissue Multiplex Analyte Detection in Anatomic Pathology – Pathways to Clinical Implementation |
title_sort | tissue multiplex analyte detection in anatomic pathology – pathways to clinical implementation |
topic | Molecular Biosciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8353449/ https://www.ncbi.nlm.nih.gov/pubmed/34386519 http://dx.doi.org/10.3389/fmolb.2021.672531 |
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