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Published in: Diagnostic Pathology 1/2018

Open Access 01-12-2018 | Review

PD-L1 diagnostic tests: a systematic literature review of scoring algorithms and test-validation metrics

Authors: Margarita Udall, Maria Rizzo, Juliet Kenny, Jim Doherty, SueAnn Dahm, Paul Robbins, Eric Faulkner

Published in: Diagnostic Pathology | Issue 1/2018

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Abstract

Background

The programmed death receptor 1 (PD-1) protein is a cell-surface receptor on certain lymphocytes that, with its ligand programmed death ligand 1 (PD-L1), helps to down-regulate immune responses. Many cancer types express PD-L1 and evade immune recognition via the PD-1/PD-L1 interaction. Precision therapies targeting the PD-1/PD-L1 pathway have the potential to improve response and thereby offer a novel treatment avenue to some patients with cancer. However, this new therapeutic approach requires reliable methods for identifying patients whose cancers are particularly likely to respond. Therefore, we conducted a systematic literature review assessing evidence on test validation and scoring algorithms for PD-L1 immunohistochemistry (IHC) tests that might be used to select potentially responsive patients with bladder/urothelial cell, lung, gastric, or ovarian cancers for immunotherapy treatment.

Methods and results

To identify evidence on commercially available PD-L1 IHC assays, we systematically searched MEDLINE and Embase for relevant studies published between January 2010 and September 2016 and appraised abstracts from recent oncology conferences (January 2013 to November 2016). Publications that met the predefined inclusion criteria were extracted and key trends summarized.
In total, 26 eligible primary studies were identified, all of which reported on the test validation metrics associated with PD-L1 IHC tests in lung cancer, most using immunohistochemistry testing. There was significant heterogeneity among the available tests for PD-L1. Specifically, no definitive cutoff for PD-L1 positivity was identifiable, with more than one threshold being reported for most antibodies. Studies also differed as to whether they evaluated tumor cells only or tumor cells and tumor-infiltrating immune cells. However, all of the tests developed and validated to support a therapeutic drug in the context of phase 2–3 clinical trials reported more than 90% inter-reader concordance. In contrast, other PD-L1 antibodies identified in the literature reported poorer concordance.

Conclusions

Published validation metric data for PD-L1 tests are mainly focused on immunohistochemistry tests from studies in lung cancer. The variability in test cutoffs and standards for PD-L1 testing suggests that there is presently no standardized approach. This current variability may have implications for the uptake of precision treatments.
Literature
1.
go back to reference Cree IA, Booton R, Cane P, Gosney J, Ibrahim M, Kerr K, et al. PD-L1 testing for lung cancer in the UK: recognizing the challenges for implementation. Histopathology. 2016;69(2):177–86.CrossRefPubMed Cree IA, Booton R, Cane P, Gosney J, Ibrahim M, Kerr K, et al. PD-L1 testing for lung cancer in the UK: recognizing the challenges for implementation. Histopathology. 2016;69(2):177–86.CrossRefPubMed
3.
go back to reference Boyd ZS, Smith D, Baker B, Vennapusa B, Koeppen H, Kowanetz M, et al. Development of a PD-L1 companion diagnostic IHC assay (SP142) for atezolizumab. In: The inaugural international cancer immunotherapy conference; September 16–19, 2015; New York, NY [abstract B001]. Boyd ZS, Smith D, Baker B, Vennapusa B, Koeppen H, Kowanetz M, et al. Development of a PD-L1 companion diagnostic IHC assay (SP142) for atezolizumab. In: The inaugural international cancer immunotherapy conference; September 16–19, 2015; New York, NY [abstract B001].
4.
go back to reference Garon EB, Rizvi NA, Hui R, Leighl N, Balmanoukian AS, Eder JP, et al. Pembrolizumab for the treatment of non-small-cell lung cancer. N Engl J Med. 2015;372(21):2018–28.CrossRefPubMed Garon EB, Rizvi NA, Hui R, Leighl N, Balmanoukian AS, Eder JP, et al. Pembrolizumab for the treatment of non-small-cell lung cancer. N Engl J Med. 2015;372(21):2018–28.CrossRefPubMed
5.
go back to reference Roach C, Zhang N, Corigliano E, Jansson M, Toland G, Ponto G, et al. Development of a companion diagnostic PD-L1 immunohistochemistry assay for pembrolizumab therapy in non-small-cell lung cancer. Appl Immunohistochem Mol Morphol. 2016;24(6):392–7.CrossRefPubMedPubMedCentral Roach C, Zhang N, Corigliano E, Jansson M, Toland G, Ponto G, et al. Development of a companion diagnostic PD-L1 immunohistochemistry assay for pembrolizumab therapy in non-small-cell lung cancer. Appl Immunohistochem Mol Morphol. 2016;24(6):392–7.CrossRefPubMedPubMedCentral
6.
go back to reference Scheel AH, Dietel M, Heukamp LC, Jöhrens K, Kirchner T, Reu S, et al. Harmonized PD-L1 immunohistochemistry for pulmonary squamous-cell and adenocarcinomas. Mod Pathol. 2016;29(10):1165–72.CrossRefPubMed Scheel AH, Dietel M, Heukamp LC, Jöhrens K, Kirchner T, Reu S, et al. Harmonized PD-L1 immunohistochemistry for pulmonary squamous-cell and adenocarcinomas. Mod Pathol. 2016;29(10):1165–72.CrossRefPubMed
7.
go back to reference Anderson SM, Zhang L, Brailey L. Evaluation of two immunohistochemical assays for PD-L1 expression. J Clin Oncol 2016;34(suppl) [abstract e23220]. Anderson SM, Zhang L, Brailey L. Evaluation of two immunohistochemical assays for PD-L1 expression. J Clin Oncol 2016;34(suppl) [abstract e23220].
8.
go back to reference Gaule PB, Rehman J, Smithy JW, Toki MI, Han G, Neumeister V, et al. Measurement of spatial and antibody-based PD-L1 heterogeneity in non-small cell lung cancer. J Clin Oncol. 2016;34(suppl) [abstract 9040]. Gaule PB, Rehman J, Smithy JW, Toki MI, Han G, Neumeister V, et al. Measurement of spatial and antibody-based PD-L1 heterogeneity in non-small cell lung cancer. J Clin Oncol. 2016;34(suppl) [abstract 9040].
9.
go back to reference Ilie M, Hofman V, Dietel M, Soria JC, Hofman P. Assessment of the PD-L1 status by immunohistochemistry: challenges and perspectives for therapeutic strategies in lung cancer patients. Virchows Arch. 2016;468(5):511–25.CrossRefPubMed Ilie M, Hofman V, Dietel M, Soria JC, Hofman P. Assessment of the PD-L1 status by immunohistochemistry: challenges and perspectives for therapeutic strategies in lung cancer patients. Virchows Arch. 2016;468(5):511–25.CrossRefPubMed
10.
go back to reference Phillips T, Simmons P, Inzunza HD, Cogswell J, Novotny J Jr, Taylor C, et al. Development of an automated PD-L1 immunohistochemistry (IHC) assay for non-small cell lung cancer. Appl Immunohistochem Mol Morphol. 2015;23(8):541–9.CrossRefPubMedPubMedCentral Phillips T, Simmons P, Inzunza HD, Cogswell J, Novotny J Jr, Taylor C, et al. Development of an automated PD-L1 immunohistochemistry (IHC) assay for non-small cell lung cancer. Appl Immunohistochem Mol Morphol. 2015;23(8):541–9.CrossRefPubMedPubMedCentral
11.
go back to reference Rivalland G, Ameratunga M, Asadi K, Walkiewicz M, Knight S, John T, et al. Programmed death–ligand 1 (PD-L1) immumohistochemistry in NSCLC: comparison and correlation between two antibodies. J Clin Oncol. 2016;34(suppl) [abstract e20036]. Rivalland G, Ameratunga M, Asadi K, Walkiewicz M, Knight S, John T, et al. Programmed death–ligand 1 (PD-L1) immumohistochemistry in NSCLC: comparison and correlation between two antibodies. J Clin Oncol. 2016;34(suppl) [abstract e20036].
12.
go back to reference Schildhaus HU, Richardt P, Wilsberg L, Schmitz K. Occurrence of PDL1/2 copy number gains detected by FISH in adeno and squamous cell carcinomas of the lung and association with PDL1 overexpression in adenocarcinomas. J Clin Oncol. 2016;34(suppl) [abstract 3031]. Schildhaus HU, Richardt P, Wilsberg L, Schmitz K. Occurrence of PDL1/2 copy number gains detected by FISH in adeno and squamous cell carcinomas of the lung and association with PDL1 overexpression in adenocarcinomas. J Clin Oncol. 2016;34(suppl) [abstract 3031].
13.
go back to reference Ilie M, Falk AT, Butori C, Chamorey E, Bonnetaud C, Long E, et al. PD-L1 expression in basaloid squamous cell lung carcinoma: relationship to PD-1+ and CD8+ tumor-infiltrating T cells and outcome. Mod Pathol 2016;29(12):1552–1564. Ilie M, Falk AT, Butori C, Chamorey E, Bonnetaud C, Long E, et al. PD-L1 expression in basaloid squamous cell lung carcinoma: relationship to PD-1+ and CD8+ tumor-infiltrating T cells and outcome. Mod Pathol 2016;29(12):1552–1564.
14.
go back to reference Rebelatto MC, Midha A, Mistry A, Sabalos C, Schechter N, Li X, et al. Development of a programmed cell death ligand-1 immunohistochemical assay validated for analysis of non-small cell lung cancer and head and neck squamous cell carcinoma. Diagn Pathol. 2016;11(1):95.CrossRefPubMedPubMedCentral Rebelatto MC, Midha A, Mistry A, Sabalos C, Schechter N, Li X, et al. Development of a programmed cell death ligand-1 immunohistochemical assay validated for analysis of non-small cell lung cancer and head and neck squamous cell carcinoma. Diagn Pathol. 2016;11(1):95.CrossRefPubMedPubMedCentral
15.
go back to reference Smith J, Robida MD, Acosta K, Vennapusa B, Mistry A, Martin G, et al. Quantitative and qualitative characterization of two PD-L1 clones: SP263 and E1L3N. Diagn Pathol 2016;11(1):44. Smith J, Robida MD, Acosta K, Vennapusa B, Mistry A, Martin G, et al. Quantitative and qualitative characterization of two PD-L1 clones: SP263 and E1L3N. Diagn Pathol 2016;11(1):44.
16.
go back to reference Chaft JE, Chao B, Akerley WL, Gordon M, Antonia SJ, Callahan J, et al. Evaluation of PD-L1 expression in metachronous tumor samples and FDG-PET as a predictive biomarker in Ph2 study (FIR) of atezolizumab (MPDL3280A). Oral presentation at: 16th World Conference on Lung Cancer; September 6–9, 2015; Denver, CO [ORAL 02.06]. Chaft JE, Chao B, Akerley WL, Gordon M, Antonia SJ, Callahan J, et al. Evaluation of PD-L1 expression in metachronous tumor samples and FDG-PET as a predictive biomarker in Ph2 study (FIR) of atezolizumab (MPDL3280A). Oral presentation at: 16th World Conference on Lung Cancer; September 6–9, 2015; Denver, CO [ORAL 02.06].
17.
go back to reference Fehrenbacher L, Spira A, Ballinger M, Kowanetz M, Vansteenkiste J, Mazieres J, et al. Atezolizumab versus docetaxel for patients with previously treated non-small-cell lung cancer (POPLAR): a multicentre, open-label, phase 2 randomised controlled trial. Lancet. 2016;387(10030):1837–46.CrossRefPubMed Fehrenbacher L, Spira A, Ballinger M, Kowanetz M, Vansteenkiste J, Mazieres J, et al. Atezolizumab versus docetaxel for patients with previously treated non-small-cell lung cancer (POPLAR): a multicentre, open-label, phase 2 randomised controlled trial. Lancet. 2016;387(10030):1837–46.CrossRefPubMed
18.
go back to reference Ilie M, Long-Mira E, Bence C, Butori C, Lassalle S, Bouhlel L, et al. Comparative study of the PD-L1 status between surgically resected specimens and matched biopsies of NSCLC patients reveal major discordances: a potential issue for anti-PD-L1 therapeutic strategies. Ann Oncol. 2016;27(1):147–53.CrossRefPubMed Ilie M, Long-Mira E, Bence C, Butori C, Lassalle S, Bouhlel L, et al. Comparative study of the PD-L1 status between surgically resected specimens and matched biopsies of NSCLC patients reveal major discordances: a potential issue for anti-PD-L1 therapeutic strategies. Ann Oncol. 2016;27(1):147–53.CrossRefPubMed
19.
go back to reference Kowanetz M, Koeppen H, Boe M, Chaft JE, Rudin CM, Zou W, et al. Spatiotemporal effects on programmed death ligand 1 (PD-L1) expression and immunophenotype of non-small cell lung cancer (NSCLC). Oral presentation at: 16th World Conference on Lung Cancer; September 6–9, 2015; Denver, CO [ORAL 13.03]. Kowanetz M, Koeppen H, Boe M, Chaft JE, Rudin CM, Zou W, et al. Spatiotemporal effects on programmed death ligand 1 (PD-L1) expression and immunophenotype of non-small cell lung cancer (NSCLC). Oral presentation at: 16th World Conference on Lung Cancer; September 6–9, 2015; Denver, CO [ORAL 13.03].
20.
go back to reference McLaughlin J, Han G, Schalper KA, Carvajal-Hausdorf D, Pelekanou V, Rehman J, et al. Quantitative assessment of the heterogeneity of PD-L1 expression in non-small-cell lung cancer. JAMA Oncol 2016;2(1):46–54. McLaughlin J, Han G, Schalper KA, Carvajal-Hausdorf D, Pelekanou V, Rehman J, et al. Quantitative assessment of the heterogeneity of PD-L1 expression in non-small-cell lung cancer. JAMA Oncol 2016;2(1):46–54.
21.
go back to reference Gainor JF, Shaw AT, Sequist LV, Fu X, Azzoli CG, Piotrowska Z, et al. EGFR mutations and ALK rearrangements are associated with low response rates to PD-1 pathway blockade in non-small cell lung cancer: a retrospective analysis. Clin Cancer Res. 2016;22(18):4585–93.CrossRefPubMedPubMedCentral Gainor JF, Shaw AT, Sequist LV, Fu X, Azzoli CG, Piotrowska Z, et al. EGFR mutations and ALK rearrangements are associated with low response rates to PD-1 pathway blockade in non-small cell lung cancer: a retrospective analysis. Clin Cancer Res. 2016;22(18):4585–93.CrossRefPubMedPubMedCentral
22.
go back to reference Huynh TG, Morales-Oyarvide V, Campo MJ, Gainor JF, Bozkurtlar E, Uruga H, et al. Programmed cell death ligand 1 expression in resected lung adenocarcinomas: association with immune microenvironment. J Thorac Oncol. 2016;11(11):1869–78.CrossRefPubMed Huynh TG, Morales-Oyarvide V, Campo MJ, Gainor JF, Bozkurtlar E, Uruga H, et al. Programmed cell death ligand 1 expression in resected lung adenocarcinomas: association with immune microenvironment. J Thorac Oncol. 2016;11(11):1869–78.CrossRefPubMed
23.
go back to reference Inamura K, et al. Relationship of tumor PD-L1 expression with EGFR wild-type status and poor prognosis in lung adenocarcinoma. Jpn J Clin Oncol. 2016;46(10):935–41.CrossRefPubMed Inamura K, et al. Relationship of tumor PD-L1 expression with EGFR wild-type status and poor prognosis in lung adenocarcinoma. Jpn J Clin Oncol. 2016;46(10):935–41.CrossRefPubMed
24.
go back to reference Inoue Y, Yoshimura K, Mori K, Kurabe N, Kahyo T, Mori H, et al. Clinical significance of PD-L1 and PD-L2 copy number gains in non-small-cell lung cancer. Oncotarget. 2016;7(22):32113–28.CrossRefPubMedPubMedCentral Inoue Y, Yoshimura K, Mori K, Kurabe N, Kahyo T, Mori H, et al. Clinical significance of PD-L1 and PD-L2 copy number gains in non-small-cell lung cancer. Oncotarget. 2016;7(22):32113–28.CrossRefPubMedPubMedCentral
25.
go back to reference Mansfield AS, Murphy SJ, Peikert T, Yi ES, Vasmatzis G, Wigle DA, et al. Heterogeneity of programmed cell death ligand 1 expression in multifocal lung cancer. Clin Cancer Res. 2016;22(9):2177–82.CrossRefPubMed Mansfield AS, Murphy SJ, Peikert T, Yi ES, Vasmatzis G, Wigle DA, et al. Heterogeneity of programmed cell death ligand 1 expression in multifocal lung cancer. Clin Cancer Res. 2016;22(9):2177–82.CrossRefPubMed
26.
go back to reference Kitazono S, Fujiwara Y, Tsuta K, Utsumi H, Kanda S, Horinouchi H, et al. Reliability of small biopsy samples compared with resected specimens for the determination of programmed death-ligand 1 expression in non–small-cell lung cancer. Clin Lung Cancer. 2015;16(5):385–90.CrossRefPubMed Kitazono S, Fujiwara Y, Tsuta K, Utsumi H, Kanda S, Horinouchi H, et al. Reliability of small biopsy samples compared with resected specimens for the determination of programmed death-ligand 1 expression in non–small-cell lung cancer. Clin Lung Cancer. 2015;16(5):385–90.CrossRefPubMed
27.
go back to reference Marti AM, Martinez P, Navarro A, Cedres S, Murtra-Garrell N, Salva F, et al. Concordance of PD-L1 expression by different immunohistochemistry (IHC) definitions and in situ hybridization (ISH) in squamous cell carcinoma (SCC) of the lung. Presented at: American Society of Clinical Oncology Annual Meeting; May 30–June 03, 2014; Chicago, IL [abstract 7569]. Marti AM, Martinez P, Navarro A, Cedres S, Murtra-Garrell N, Salva F, et al. Concordance of PD-L1 expression by different immunohistochemistry (IHC) definitions and in situ hybridization (ISH) in squamous cell carcinoma (SCC) of the lung. Presented at: American Society of Clinical Oncology Annual Meeting; May 30–June 03, 2014; Chicago, IL [abstract 7569].
28.
go back to reference Midha A, Sharpe A, Scott M, Walker J, Shi K, Ballas M, et al. PD-L1 expression in advanced NSCLC: primary lesions versus metastatic sites and impact of sample age. Presented at: American Society of Clinical Oncology Annual Meeting; June 3–7, 2016; Chicago, IL [abstract 3025]. Midha A, Sharpe A, Scott M, Walker J, Shi K, Ballas M, et al. PD-L1 expression in advanced NSCLC: primary lesions versus metastatic sites and impact of sample age. Presented at: American Society of Clinical Oncology Annual Meeting; June 3–7, 2016; Chicago, IL [abstract 3025].
29.
go back to reference Casadevall D, Pijuan L, Clave S, Taus A, Hernandez A, Lorenzo M, et al. Evaluation of tumor- and stromal immune marker heterogeneity in lung adenocarcinoma. J Clin Oncol. 2016;34(suppl) [abstract e20029]. Casadevall D, Pijuan L, Clave S, Taus A, Hernandez A, Lorenzo M, et al. Evaluation of tumor- and stromal immune marker heterogeneity in lung adenocarcinoma. J Clin Oncol. 2016;34(suppl) [abstract e20029].
30.
go back to reference Festino L, Botti G, Lorigan P, Masucci GV, Hipp JD, Horak CE, et al. Cancer treatment with anti-PD-1/PD-L1 agents: is PD-L1 expression a biomarker for patient selection? Drugs. 2016;76(9):925–45.CrossRefPubMed Festino L, Botti G, Lorigan P, Masucci GV, Hipp JD, Horak CE, et al. Cancer treatment with anti-PD-1/PD-L1 agents: is PD-L1 expression a biomarker for patient selection? Drugs. 2016;76(9):925–45.CrossRefPubMed
31.
go back to reference Ma W, Gilligan BM, Yuan J, Li T. Current status and perspectives in translational biomarker research for PD-1/PD-L1 immune checkpoint blockade therapy. J Hematol Oncol. 2016;9(1):47.CrossRefPubMedPubMedCentral Ma W, Gilligan BM, Yuan J, Li T. Current status and perspectives in translational biomarker research for PD-1/PD-L1 immune checkpoint blockade therapy. J Hematol Oncol. 2016;9(1):47.CrossRefPubMedPubMedCentral
32.
go back to reference Chen DS, Mellman I. Elements of cancer immunity and the cancer-immune set point. Nature. 2017;541(7637):321–30.CrossRefPubMed Chen DS, Mellman I. Elements of cancer immunity and the cancer-immune set point. Nature. 2017;541(7637):321–30.CrossRefPubMed
34.
go back to reference Wolff AC, Hammond ME, Hicks DG, Dowsett M, McShane LM, Allison KH, et al. Recommendations for human epidermal growth factor receptor 2 testing in breast cancer: American Society of Clinical Oncology/College of American Pathologists clinical practice guideline update. Arch Pathol Lab Med. 2014;138(2):241–56.CrossRefPubMed Wolff AC, Hammond ME, Hicks DG, Dowsett M, McShane LM, Allison KH, et al. Recommendations for human epidermal growth factor receptor 2 testing in breast cancer: American Society of Clinical Oncology/College of American Pathologists clinical practice guideline update. Arch Pathol Lab Med. 2014;138(2):241–56.CrossRefPubMed
35.
go back to reference Gupta R, Dastane AM, Jr MKR, Marchevsky AM. The predictive value of epidermal growth factor receptor tests in patients with pulmonary adenocarcinoma: review of current "best evidence" with meta-analysis. Hum Pathol. 2009;40(3):356–65.CrossRefPubMed Gupta R, Dastane AM, Jr MKR, Marchevsky AM. The predictive value of epidermal growth factor receptor tests in patients with pulmonary adenocarcinoma: review of current "best evidence" with meta-analysis. Hum Pathol. 2009;40(3):356–65.CrossRefPubMed
36.
go back to reference Hiley CT, Le Quesne J, Santis G, Sharpe R, de Castro DG, Middleton G, et al. Challenges in molecular testing in non-small-cell lung cancer patients with advanced disease. Lancet. 2016;388(10048):1002–11.CrossRefPubMed Hiley CT, Le Quesne J, Santis G, Sharpe R, de Castro DG, Middleton G, et al. Challenges in molecular testing in non-small-cell lung cancer patients with advanced disease. Lancet. 2016;388(10048):1002–11.CrossRefPubMed
Metadata
Title
PD-L1 diagnostic tests: a systematic literature review of scoring algorithms and test-validation metrics
Authors
Margarita Udall
Maria Rizzo
Juliet Kenny
Jim Doherty
SueAnn Dahm
Paul Robbins
Eric Faulkner
Publication date
01-12-2018
Publisher
BioMed Central
Published in
Diagnostic Pathology / Issue 1/2018
Electronic ISSN: 1746-1596
DOI
https://doi.org/10.1186/s13000-018-0689-9

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