Literature DB >> 33374775

PD-L1 Multiplex and Quantitative Image Analysis for Molecular Diagnostics.

Fatima Abdullahi Sidi1, Victoria Bingham1, Stephanie G Craig1, Stephen McQuaid1,2,3, Jacqueline James1,2,3, Matthew P Humphries1, Manuel Salto-Tellez1,2.   

Abstract

Multiplex immunofluorescence (mIF) and digital image analysis (DIA) have transformed the ability to analyse multiple biomarkers. We aimed to validate a clinical workflow for quantifying PD-L1 in non-small cell lung cancer (NSCLC). NSCLC samples were stained with a validated mIF panel. Immunohistochemistry (IHC) was conducted and mIF slides were scanned on an Akoya Vectra Polaris. Scans underwent DIA using QuPath. Single channel immunofluorescence was concordant with single-plex IHC. DIA facilitated quantification of cell types expressing single or multiple phenotypic markers. Considerations for analysis included classifier accuracy, macrophage infiltration, spurious staining, threshold sensitivity by DIA, sensitivity of cell identification in the mIF. Alternative sequential detection of biomarkers by DIA potentially impacted final score. Strong concordance was observed between 3,3'-Diaminobenzidine (DAB) IHC slides and mIF slides (R2 = 0.7323). Comparatively, DIA on DAB IHC was seen to overestimate the PD-L1 score more frequently than on mIF slides. Overall, concordance between DIA on DAB IHC slides and mIF slides was 95%. DIA of mIF slides is rapid, highly comparable to DIA on DAB IHC slides, and enables comprehensive extraction of phenotypic data and specific microenvironmental detail intrinsic to the sample. Exploration of the clinical relevance of mIF in the context of immunotherapy treated cases is warranted.

Entities:  

Keywords:  PD-L1; high-throughput workflow; image analysis; multiplexing

Year:  2020        PMID: 33374775      PMCID: PMC7796246          DOI: 10.3390/cancers13010029

Source DB:  PubMed          Journal:  Cancers (Basel)        ISSN: 2072-6694            Impact factor:   6.575


  23 in total

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Authors:  Kelly Elliott; Stephen McQuaid; Manuel Salto-Tellez; Perry Maxwell
Journal:  J Clin Pathol       Date:  2015-08-14       Impact factor: 3.411

Review 2.  Combination cancer immunotherapies tailored to the tumour microenvironment.

Authors:  Mark J Smyth; Shin Foong Ngiow; Antoni Ribas; Michele W L Teng
Journal:  Nat Rev Clin Oncol       Date:  2015-11-24       Impact factor: 66.675

Review 3.  Multiplexed immunohistochemistry, imaging, and quantitation: a review, with an assessment of Tyramide signal amplification, multispectral imaging and multiplex analysis.

Authors:  Edward C Stack; Chichung Wang; Kristin A Roman; Clifford C Hoyt
Journal:  Methods       Date:  2014-09-19       Impact factor: 3.608

4.  Multiplex immunohistochemistry/immunofluorescence (mIHC/IF) for PD-L1 testing in triple-negative breast cancer: a translational assay compared with conventional IHC.

Authors:  Joe Yeong; Tira Tan; Zi Long Chow; Qing Cheng; Bernett Lee; Amanda Seet; Johnathan Xiande Lim; Jeffrey Chun Tatt Lim; Clara Chong Hui Ong; Aye Aye Thike; Sahil Saraf; Benjamin Yong Cheng Tan; Yong Cheng Poh; Sidney Yee; Jin Liu; Elaine Lim; Jabed Iqbal; Rebecca Dent; Puay Hoon Tan
Journal:  J Clin Pathol       Date:  2020-01-22       Impact factor: 3.411

5.  Validation of multiplex immunofluorescence panels using multispectral microscopy for immune-profiling of formalin-fixed and paraffin-embedded human tumor tissues.

Authors:  Edwin R Parra; Naohiro Uraoka; Mei Jiang; Pamela Cook; Don Gibbons; Marie-Andrée Forget; Chantale Bernatchez; Cara Haymaker; Ignacio I Wistuba; Jaime Rodriguez-Canales
Journal:  Sci Rep       Date:  2017-10-17       Impact factor: 4.379

Review 6.  Multiplexed Immunohistochemistry for Molecular and Immune Profiling in Lung Cancer-Just About Ready for Prime-Time?

Authors:  Paul Hofman; Cécile Badoual; Fiona Henderson; Léa Berland; Marame Hamila; Elodie Long-Mira; Sandra Lassalle; Hélène Roussel; Véronique Hofman; Eric Tartour; Marius Ilié
Journal:  Cancers (Basel)       Date:  2019-02-27       Impact factor: 6.639

7.  Critical Appraisal of Programmed Death Ligand 1 Reflex Diagnostic Testing: Current Standards and Future Opportunities.

Authors:  Matthew P Humphries; Stephen McQuaid; Stephanie G Craig; Victoria Bingham; Perry Maxwell; Manisha Maurya; Fiona McLean; James Sampson; Patricia Higgins; Christine Greene; Jacqueline James; Manuel Salto-Tellez
Journal:  J Thorac Oncol       Date:  2018-10-06       Impact factor: 15.609

8.  Quantitative assessment of PD-L1 as an analyte in immunohistochemistry diagnostic assays using a standardized cell line tissue microarray.

Authors:  Sandra Martinez-Morilla; John McGuire; Patricia Gaule; Lauren Moore; Balazs Acs; Delphine Cougot; Allen M Gown; Hadi Yaziji; Wei-Lien Wang; Richard W Cartun; Jason L Hornick; Lynette M Sholl; Jingxin Qiu; Mari Mino-Kenudson; Eunhee S Yi; Mary Beth Beasley; Daniel T Merrick; Abiy B Ambaye; Zhong J Zhang; Jill Walker; David L Rimm
Journal:  Lab Invest       Date:  2019-08-13       Impact factor: 5.662

9.  The adaptive immune and immune checkpoint landscape of neoadjuvant treated esophageal adenocarcinoma using digital pathology quantitation.

Authors:  Matthew P Humphries; Stephanie G Craig; Rafal Kacprzyk; Natalie C Fisher; Victoria Bingham; Stephen McQuaid; Graeme I Murray; Damian McManus; Richard C Turkington; Jacqueline James; Manuel Salto-Tellez
Journal:  BMC Cancer       Date:  2020-06-01       Impact factor: 4.430

10.  Improving the Diagnostic Accuracy of the PD-L1 Test with Image Analysis and Multiplex Hybridization.

Authors:  Matthew P Humphries; Victoria Bingham; Fatima Abdullahi Sidi; Stephanie G Craig; Stephen McQuaid; Jacqueline James; Manuel Salto-Tellez
Journal:  Cancers (Basel)       Date:  2020-04-29       Impact factor: 6.575

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  3 in total

Review 1.  The Role of Pathology-Based Methods in Qualitative and Quantitative Approaches to Cancer Immunotherapy.

Authors:  Olga Kuczkiewicz-Siemion; Kamil Sokół; Beata Puton; Aneta Borkowska; Anna Szumera-Ciećkiewicz
Journal:  Cancers (Basel)       Date:  2022-08-08       Impact factor: 6.575

Review 2.  The Multi-Dimensional Biomarker Landscape in Cancer Immunotherapy.

Authors:  Jing Yi Lee; Bavani Kannan; Boon Yee Lim; Zhimei Li; Abner Herbert Lim; Jui Wan Loh; Tun Kiat Ko; Cedric Chuan-Young Ng; Jason Yongsheng Chan
Journal:  Int J Mol Sci       Date:  2022-07-16       Impact factor: 6.208

Review 3.  PD-L1 and beyond: Immuno-oncology in cytopathology.

Authors:  Antonino Iaccarino; Maria Salatiello; Ilaria Migliatico; Caterina De Luca; Gianluca Gragnano; Maria Russo; Claudio Bellevicine; Umberto Malapelle; Giancarlo Troncone; Elena Vigliar
Journal:  Cytopathology       Date:  2021-05-06       Impact factor: 2.073

  3 in total

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