Literature DB >> 33590360

Characterizing the Tumor Immune Microenvironment with Tyramide-Based Multiplex Immunofluorescence.

Hidetoshi Mori1, Jennifer Bolen2, Louis Schuetter3, Pierre Massion4, Clifford C Hoyt5, Scott VandenBerg2, Laura Esserman6,7, Alexander D Borowsky8,9, Michael J Campbell6.   

Abstract

Multiplex immunofluorescence (mIF) allows simultaneous antibody-based detection of multiple markers with a nuclear counterstain on a single tissue section. Recent studies have demonstrated that mIF is becoming an important tool for immune profiling the tumor microenvironment, further advancing our understanding of the interplay between cancer and the immune system, and identifying predictive biomarkers of response to immunotherapy. Expediting mIF discoveries is leading to improved diagnostic panels, whereas it is important that mIF protocols be standardized to facilitate their transition into clinical use. Manual processing of sections for mIF is time consuming and a potential source of variability across numerous samples. To increase reproducibility and throughput we demonstrate the use of an automated slide stainer for mIF incorporating tyramide signal amplification (TSA). We describe two panels aimed at characterizing the tumor immune microenvironment. Panel 1 included CD3, CD20, CD117, FOXP3, Ki67, pancytokeratins (CK), and DAPI, and Panel 2 included CD3, CD8, CD68, PD-1, PD-L1, CK, and DAPI. Primary antibodies were first tested by standard immunohistochemistry and single-plex IF, then multiplex panels were developed and images were obtained using a Vectra 3.0 multispectral imaging system. Various methods for image analysis (identifying cell types, determining cell densities, characterizing cell-cell associations) are outlined. These mIF protocols will be invaluable tools for immune profiling the tumor microenvironment.

Entities:  

Keywords:  Breast cancer; Immune cells; Immunohistochemistry; Multiplex

Year:  2021        PMID: 33590360      PMCID: PMC7960613          DOI: 10.1007/s10911-021-09479-2

Source DB:  PubMed          Journal:  J Mammary Gland Biol Neoplasia        ISSN: 1083-3021            Impact factor:   2.673


  18 in total

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Authors:  Richard M Levenson; David T Lynch; Hisataka Kobayashi; Joseph M Backer; Marina V Backer
Journal:  ILAR J       Date:  2008

2.  NIH Image to ImageJ: 25 years of image analysis.

Authors:  Caroline A Schneider; Wayne S Rasband; Kevin W Eliceiri
Journal:  Nat Methods       Date:  2012-07       Impact factor: 28.547

Review 3.  Immunohistochemistry and mass spectrometry for highly multiplexed cellular molecular imaging.

Authors:  Richard M Levenson; Alexander D Borowsky; Michael Angelo
Journal:  Lab Invest       Date:  2015-03-02       Impact factor: 5.662

4.  Metadata matters: access to image data in the real world.

Authors:  Melissa Linkert; Curtis T Rueden; Chris Allan; Jean-Marie Burel; Will Moore; Andrew Patterson; Brian Loranger; Josh Moore; Carlos Neves; Donald Macdonald; Aleksandra Tarkowska; Caitlin Sticco; Emma Hill; Mike Rossner; Kevin W Eliceiri; Jason R Swedlow
Journal:  J Cell Biol       Date:  2010-05-31       Impact factor: 10.539

5.  Multiplex digital spatial profiling of proteins and RNA in fixed tissue.

Authors:  Christopher R Merritt; Giang T Ong; Sarah E Church; Kristi Barker; Patrick Danaher; Gary Geiss; Margaret Hoang; Jaemyeong Jung; Yan Liang; Jill McKay-Fleisch; Karen Nguyen; Zach Norgaard; Kristina Sorg; Isaac Sprague; Charles Warren; Sarah Warren; Philippa J Webster; Zoey Zhou; Daniel R Zollinger; Dwayne L Dunaway; Gordon B Mills; Joseph M Beechem
Journal:  Nat Biotechnol       Date:  2020-05-11       Impact factor: 54.908

6.  High-Plex Spatially Resolved RNA and Protein Detection Using Digital Spatial Profiling: A Technology Designed for Immuno-oncology Biomarker Discovery and Translational Research.

Authors:  Joseph M Beechem
Journal:  Methods Mol Biol       Date:  2020

Review 7.  Cancer immunoediting: integrating immunity's roles in cancer suppression and promotion.

Authors:  Robert D Schreiber; Lloyd J Old; Mark J Smyth
Journal:  Science       Date:  2011-03-25       Impact factor: 47.728

8.  QuPath: Open source software for digital pathology image analysis.

Authors:  Peter Bankhead; Maurice B Loughrey; José A Fernández; Yvonne Dombrowski; Darragh G McArt; Philip D Dunne; Stephen McQuaid; Ronan T Gray; Liam J Murray; Helen G Coleman; Jacqueline A James; Manuel Salto-Tellez; Peter W Hamilton
Journal:  Sci Rep       Date:  2017-12-04       Impact factor: 4.379

9.  Validation of CyTOF Against Flow Cytometry for Immunological Studies and Monitoring of Human Cancer Clinical Trials.

Authors:  Ramy Gadalla; Babak Noamani; Bethany L MacLeod; Russell J Dickson; Mengdi Guo; Wenxi Xu; Sabelo Lukhele; Heidi J Elsaesser; Albiruni R Abdul Razak; Naoto Hirano; Tracy L McGaha; Ben Wang; Marcus Butler; Cynthia J Guidos; Pam S Ohashi; Lillian L Siu; David G Brooks
Journal:  Front Oncol       Date:  2019-05-17       Impact factor: 6.244

Review 10.  Next generation of immune checkpoint therapy in cancer: new developments and challenges.

Authors:  Julian A Marin-Acevedo; Bhagirathbhai Dholaria; Aixa E Soyano; Keith L Knutson; Saranya Chumsri; Yanyan Lou
Journal:  J Hematol Oncol       Date:  2018-03-15       Impact factor: 17.388

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  11 in total

1.  Validation of an Accurate Automated Multiplex Immunofluorescence Method for Immuno-Profiling Melanoma.

Authors:  Zarwa Yaseen; Tuba N Gide; Jordan W Conway; Alison J Potter; Camelia Quek; Angela M Hong; Georgina V Long; Richard A Scolyer; James S Wilmott
Journal:  Front Mol Biosci       Date:  2022-05-19

2.  Noncanonical activation of GLI signaling in SOX2+ cells drives medulloblastoma relapse.

Authors:  Marzena Swiderska-Syn; Júlia Mir-Pedrol; Alexander Oles; Olga Schleuger; April D Salvador; Sean M Greiner; Cara Seward; Fan Yang; Benjamin R Babcock; Chen Shen; Daniel T Wynn; Avencia Sanchez-Mejias; Timothy R Gershon; Vanesa Martin; Heather J McCrea; Kathryn G Lindsey; Carsten Krieg; Jezabel Rodriguez-Blanco
Journal:  Sci Adv       Date:  2022-07-20       Impact factor: 14.957

3.  Effector memory cytotoxic CD3+/CD8+/CD45RO+ T cells are predictive of good survival and a lower risk of recurrence in triple-negative breast cancer.

Authors:  Xiangjie Sun; Jie Zhai; Baohua Sun; Edwin Roger Parra; Mei Jiang; Wencai Ma; Jing Wang; Anthony M Kang; Kasthuri Kannan; Renganayaki Pandurengan; Shanyu Zhang; Luisa Maren Solis; Cara L Haymaker; Maria Gabriela Raso; Julia Mendoza Perez; Aysegul A Sahin; Ignacio I Wistuba; Clinton Yam; Jennifer K Litton; Fei Yang
Journal:  Mod Pathol       Date:  2021-11-27       Impact factor: 8.209

4.  Unraveling the Breast: Advances in Mammary Biology and Cancer Methods.

Authors:  Teresa Monkkonen; Gunnhildur Ásta Traustadóttir; Zuzana Koledova
Journal:  J Mammary Gland Biol Neoplasia       Date:  2021-01-21       Impact factor: 2.698

5.  The breast pre-cancer atlas illustrates the molecular and micro-environmental diversity of ductal carcinoma in situ.

Authors:  Daniela Nachmanson; Adam Officer; Hidetoshi Mori; Jonathan Gordon; Mark F Evans; Joseph Steward; Huazhen Yao; Thomas O'Keefe; Farnaz Hasteh; Gary S Stein; Kristen Jepsen; Donald L Weaver; Gillian L Hirst; Brian L Sprague; Laura J Esserman; Alexander D Borowsky; Janet L Stein; Olivier Harismendy
Journal:  NPJ Breast Cancer       Date:  2022-01-13

6.  spatialTIME and iTIME: R package and Shiny application for visualization and analysis of immunofluorescence data.

Authors:  Jordan H Creed; Christopher M Wilson; Alex C Soupir; Christelle M Colin-Leitzinger; Gregory J Kimmel; Oscar E Ospina; Nicholas H Chakiryan; Joseph Markowitz; Lauren C Peres; Anna Coghill; Brooke L Fridley
Journal:  Bioinformatics       Date:  2021-11-04       Impact factor: 6.931

7.  Development of a Multiplex Immunohistochemistry Workflow to Investigate the Immune Microenvironment in Mouse Models of Inflammatory Bowel Disease and Colon Cancer.

Authors:  Lokman Pang; Matthias Ernst; Jennifer Huynh
Journal:  Int J Mol Sci       Date:  2021-10-12       Impact factor: 5.923

Review 8.  Dissecting Tumor-Immune Microenvironment in Breast Cancer at a Spatial and Multiplex Resolution.

Authors:  Evangelos Tzoras; Ioannis Zerdes; Nikos Tsiknakis; Georgios C Manikis; Artur Mezheyeuski; Jonas Bergh; Alexios Matikas; Theodoros Foukakis
Journal:  Cancers (Basel)       Date:  2022-04-14       Impact factor: 6.575

Review 9.  Multiplex Tissue Imaging: Spatial Revelations in the Tumor Microenvironment.

Authors:  Stephanie van Dam; Matthijs J D Baars; Yvonne Vercoulen
Journal:  Cancers (Basel)       Date:  2022-06-28       Impact factor: 6.575

Review 10.  Challenges and Opportunities in the Statistical Analysis of Multiplex Immunofluorescence Data.

Authors:  Christopher M Wilson; Oscar E Ospina; Mary K Townsend; Jonathan Nguyen; Carlos Moran Segura; Joellen M Schildkraut; Shelley S Tworoger; Lauren C Peres; Brooke L Fridley
Journal:  Cancers (Basel)       Date:  2021-06-17       Impact factor: 6.575

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