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Locke D, Hoyt CC. Companion diagnostic requirements for spatial biology using multiplex immunofluorescence and multispectral imaging. Front Mol Biosci 2023; 10:1051491. [PMID: 36845550 PMCID: PMC9948403 DOI: 10.3389/fmolb.2023.1051491] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 01/16/2023] [Indexed: 02/11/2023] Open
Abstract
Immunohistochemistry has long been held as the gold standard for understanding the expression patterns of therapeutically relevant proteins to identify prognostic and predictive biomarkers. Patient selection for targeted therapy in oncology has successfully relied upon standard microscopy-based methodologies, such as single-marker brightfield chromogenic immunohistochemistry. As promising as these results are, the analysis of one protein, with few exceptions, no longer provides enough information to draw effective conclusions about the probability of treatment response. More multifaceted scientific queries have driven the development of high-throughput and high-order technologies to interrogate biomarker expression patterns and spatial interactions between cell phenotypes in the tumor microenvironment. Such multi-parameter data analysis has been historically reserved for technologies that lack the spatial context that is provided by immunohistochemistry. Over the past decade, technical developments in multiplex fluorescence immunohistochemistry and discoveries made with improving image data analysis platforms have highlighted the importance of spatial relationships between certain biomarkers in understanding a patient's likelihood to respond to, typically, immune checkpoint inhibitors. At the same time, personalized medicine has instigated changes in both clinical trial design and its conduct in a push to make drug development and cancer treatment more efficient, precise, and economical. Precision medicine in immuno-oncology is being steered by data-driven approaches to gain insight into the tumor and its dynamic interaction with the immune system. This is particularly necessary given the rapid growth in the number of trials involving more than one immune checkpoint drug, and/or using those in combination with conventional cancer treatments. As multiplex methods, like immunofluorescence, push the boundaries of immunohistochemistry, it becomes critical to understand the foundation of this technology and how it can be deployed for use as a regulated test to identify the prospect of response from mono- and combination therapies. To that end, this work will focus on: 1) the scientific, clinical, and economic requirements for developing clinical multiplex immunofluorescence assays; 2) the attributes of the Akoya Phenoptics workflow to support predictive tests, including design principles, verification, and validation needs; 3) regulatory, safety and quality considerations; 4) application of multiplex immunohistochemistry through lab-developed-tests and regulated in vitro diagnostic devices.
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Affiliation(s)
- Darren Locke
- Clinical Assay Development, Akoya Biosciences, Marlborough, MA, United States,*Correspondence: Darren Locke,
| | - Clifford C. Hoyt
- Translational and Scientific Affairs, Akoya Biosciences, Marlborough, MA, United States
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Nersesian S, Boudreau JE. Manual Immunofluorescence of Formalin-Fixed Paraffin-Embedded Human Tumor Tissues. Methods Mol Biol 2022; 2508:169-181. [PMID: 35737240 DOI: 10.1007/978-1-0716-2376-3_13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Immunofluorescence (IF) of tumor tissues has become a key tool in the study of cancer. With a wide variety of formalin-fixed paraffin-embedded (FFPE) preserved tissues available, there are possibilities to assess large cohorts using archived tissue which may have archived associated clinical outcomes. Although best practice guidelines for the assessment of tissues have been published, a standardized method for immunofluorescence of FFPE tumor tissues is elusive. Here we provide a protocol for using classical secondary fluorescent antibodies that bind directly to the primary antibody of interest. This protocol can easily be adapted to use several primary antibodies, of different species, with unique secondary fluorophores that correspond to each species of origin. It can also be adapted for cyclic amplification-based immunofluorescence of FFPE tissues. We aim to provide a beginner-friendly and highly accessible method for immunofluorescence of FFPE-embedded tissues, hoping to enable more laboratories to take on this highly informative technique and empower them to begin IF analysis in their own tissues of interest.
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Affiliation(s)
- Sarah Nersesian
- Department of Microbiology and Immunology, Dalhousie University, Halifax, NS, Canada.
| | - Jeanette E Boudreau
- Department of Microbiology and Immunology, Dalhousie University, Halifax, NS, Canada
- Department of Pathology, Dalhousie University, Halifax, NS, Canada
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Leroux O, Closson T, Van Der Straeten D. Imaging Mass Cytometry: A promising multiplex detection tool for plant science research. MOLECULAR PLANT 2021; 14:1241-1243. [PMID: 34116222 DOI: 10.1016/j.molp.2021.06.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 05/31/2021] [Accepted: 06/06/2021] [Indexed: 06/12/2023]
Affiliation(s)
- Olivier Leroux
- Ghent University, Laboratory of Functional Plant Biology, K. L. Ledeganckstraat 35, 9000 Gent, Belgium
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Multiplexed Plasmonic Nano-Labeling for Bioimaging of Cytological Stained Samples. Cancers (Basel) 2021; 13:cancers13143509. [PMID: 34298724 PMCID: PMC8307244 DOI: 10.3390/cancers13143509] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Revised: 07/02/2021] [Accepted: 07/07/2021] [Indexed: 11/16/2022] Open
Abstract
Simple Summary The improvement in the reliability and precision of traditional cytopathological examination protocols (semi-quantitative cancer diagnostics) is a persisting challenge. Many developed high-tech diagnostic approaches have also been declined due to their complexity, non-complementary, and problematic integration with standard pathology laboratory equipment and protocols. In this study, a complementary bioimaging approach based on plasmonic nanoparticles (NPs), due to their stable, strong scattering feature, is therefore developed. This type of approach resists against a strong background of the cytological counterstaining while simultaneously delivering ancillary diagnostic information by using the same cytological stained samples. The direct observation and analyses of four types of plasmonic NPs with different scattering colors on hematoxylin and eosin (H&E) paraffin-embedded specimens are demonstrated. This is performed while using a well-designed adapter for side-illuminated (SI) dark-field conventional microscopy without interfering with traditional cytopathology strategies. This state-of-the-art integrated bioimaging approach (observation of plasmonic NPs on H&E-stained cytology samples) constitutes an indispensable tool that improves not only cancer diagnosis but also daily care. Abstract Reliable cytopathological diagnosis requires new methods and approaches for the rapid and accurate determination of all cell types. This is especially important when the number of cells is limited, such as in the cytological samples of fine-needle biopsy. Immunoplasmonic-multiplexed- labeling may be one of the emerging solutions to such problems. However, to be accepted and used by the practicing pathologists, new methods must be compatible and complementary with existing cytopathology approaches where counterstaining is central to the correct interpretation of immunolabeling. In addition, the optical detection and imaging setup for immunoplasmonic-multiplexed-labeling must be implemented on the same cytopathological microscope, not interfere with standard H&E imaging, and operate as a second easy-to-use imaging method. In this article, we present multiplex imaging of four types of nanoplasmonic markers on two types of H&E-stained cytological specimens (formalin-fixed paraffin embedded and non-embedded adherent cancer cells) using a specially designed adapter for SI dark-field microscopy. The obtained results confirm the effectiveness of the proposed optical method for quantitative and multiplex identification of various plasmonic NPs, and the possibility of using immunoplasmonic-multiplexed-labeling for cytopathological diagnostics.
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Nazaroff CD, LeSuer WE, Masuda MY, Pyon G, Lacy P, Jacobsen EA. Assessment of Lung Eosinophils In Situ Using Immunohistological Staining. Methods Mol Biol 2021; 2223:237-266. [PMID: 33226599 PMCID: PMC7869952 DOI: 10.1007/978-1-0716-1001-5_17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Eosinophils are rare white blood cells that are recruited from circulation to accumulate in the lung in mouse models of allergic respiratory inflammation. In hematoxylin-eosin (HE) stained lungs, eosinophils may be difficult to detect despite their bright eosin staining in the secondary granules. For this reason, antibody-mediated detection of eosinophils is preferable for specific and clearer identification of these cells. Moreover, eosinophils may degranulate, releasing their granule proteins into surrounding tissue, and remnants of cytolysed cells cannot be detected by HE staining. The methods here demonstrate the use of eosinophil-specific anti-mouse antibodies to detect eosinophil granule proteins in formalin-fixed cells both in situ in paraffin-embedded lungs, as well as in cytospin preparations from the lung. These antibody staining techniques enable either colorimetric or fluorescence imaging of eosinophils or their granule proteins with the potential for additional antibodies to be added for detection of multiple molecules.
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Affiliation(s)
- Christopher D Nazaroff
- Division of Allergy, Asthma, and Clinical Immunology, Department of Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA
- Biodesign Institute, School of Molecular Sciences, Arizona State University, Tempe, AZ, USA
| | - William E LeSuer
- Division of Allergy, Asthma, and Clinical Immunology, Department of Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Mia Y Masuda
- Division of Allergy, Asthma, and Clinical Immunology, Department of Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Grace Pyon
- Division of Allergy, Asthma, and Clinical Immunology, Department of Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Paige Lacy
- Alberta Respiratory Centre (ARC) Research, Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | - Elizabeth A Jacobsen
- Division of Allergy, Asthma, and Clinical Immunology, Department of Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA.
- Department of Immunology, Mayo Clinic Arizona, Scottsdale, AZ, USA.
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Guo J, Artur C, Womack T, Eriksen JL, Mayerich D. Multiplex protein-specific microscopy with ultraviolet surface excitation. BIOMEDICAL OPTICS EXPRESS 2020; 11:99-108. [PMID: 32010503 PMCID: PMC6968765 DOI: 10.1364/boe.11.000099] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 11/27/2019] [Accepted: 11/30/2019] [Indexed: 06/01/2023]
Abstract
Immunohistochemical techniques, such as immunofluorescence (IF) staining, enable microscopic imaging of local protein expression within tissue samples. Molecular profiling enabled by IF is critical to understanding pathogenesis and is often involved in complex diagnoses. A recent innovation, known as microscopy with ultraviolet surface excitation (MUSE), uses deep ultraviolet (≈280 nm) illumination to excite labels at the tissue surface, providing equivalent images without fixation, embedding, and sectioning. However, MUSE has not yet been integrated into traditional IF pipelines. This limits its application in more complex diagnoses that rely on protein-specific markers. This paper aims to broaden the applicability of MUSE to multiplex immunohistochemistry using quantum dot nanoparticles. We demonstrate the advantages of quantum dot labels for protein-specific MUSE imaging on both paraffin-embedded and intact tissue, significantly expanding MUSE applicability to protein-specific applications. Furthermore, with recent innovations in three-dimensional ultraviolet fluorescence microscopy, this opens the door to three-dimensional IF imaging with quantum dots using ultraviolet excitation.
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Affiliation(s)
- Jiaming Guo
- University of Houston, Department of Electrical and Computer Engineering, Houston, TX 77004, USA
- These authors contributed equally to this work
| | - Camille Artur
- University of Houston, Department of Electrical and Computer Engineering, Houston, TX 77004, USA
- These authors contributed equally to this work
| | - Tasha Womack
- University of Houston, Department of Pharmacology, Houston, TX 77004, USA
| | - Jason L. Eriksen
- University of Houston, Department of Pharmacology, Houston, TX 77004, USA
| | - David Mayerich
- University of Houston, Department of Electrical and Computer Engineering, Houston, TX 77004, USA
- University of Houston, NSF I/UCRC BRAIN Center, Houston, TX 77004, USA
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Optimisation of multiplex immunofluorescence for a non-spectral fluorescence scanning system. J Immunol Methods 2019; 472:25-34. [PMID: 31181211 DOI: 10.1016/j.jim.2019.06.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Revised: 04/30/2019] [Accepted: 06/05/2019] [Indexed: 01/07/2023]
Abstract
The use of multi-colour immunofluorescence (IF) for immunophenotyping in formalin-fixed paraffin-embedded tissue sections is gaining popularity worldwide. This technique allows for the simultaneous detection of multiple markers on the same tissue section, thereby yielding more complex information than is possible by chromogenic immunohistochemistry (IHC). However, many commercially-available multiplex IF kits are designed for use in conjunction with a multispectral imaging system, to which many research groups have limited access. Here we present two 5-colour IF panels designed for T cell characterisation in human colorectal tissue, which can be imaged using a non-spectral fluorescence slide scanner with standard band-pass filters. We describe the optimisation process and the key considerations in developing a multiplex fluorescence assay, and discuss some of the advantages and disadvantages of using multiplex IF with a non-spectral imaging system.
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Working with Commercially Available Quantum Dots for Immunofluorescence on Tissue Sections. PLoS One 2016; 11:e0163856. [PMID: 27685858 PMCID: PMC5042461 DOI: 10.1371/journal.pone.0163856] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2016] [Accepted: 09/15/2016] [Indexed: 11/19/2022] Open
Abstract
Quantum dots are semiconductor fluorescent nanocrystals that exhibit excellent characteristics compared with more commonly used organic fluorescent dyes. For many years quantum dot conjugated products have been available in multiple forms for fluorescence imaging of tissue sections under the trademark name Qdot®. They have much increased brightness, narrow emission spectrum, large Stokes shift and photostability compared with conventional organic fluorescent dyes, which together make them the fluorophores of choice for demanding requirements. Vivid Qdots are recent replacements for original Qdots, modified to improve brightness, however this has affected the fluorescence stability in commonly used conditions for immunohistochemistry. We present here our investigation of the stability of original and Vivid Qdots in solution and in immunohistochemistry, highlight the potential pitfalls and propose a protocol for stable and reliable multiplex staining with current commercially available original and Vivid Qdots.
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