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Cancer Immunology Research
Cancer Immunology Research
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Research Article

γδ T cells in Merkel cell carcinomas have a proinflammatory profile prognostic of patient survival

Nicholas A Gherardin, Kelly Waldeck, Alex Caneborg, Luciano G Martelotto, Shiva Balachander, Magnus Zethoven, Pasquale M Petrone, Andrew Pattison, James S Wilmott, Sergio M Quiñones-Parra, Fernando Rossello, Atara Posner, Annie Wong, Alison M Weppler, Kerwin F Shannon, Angela Hong, Peter M Ferguson, Valerie Jakrot, Jeanette Raleigh, Athena Hatzimihalis, Paul J Neeson, Paolo Deleso, Meredith Johnston, Margaret Chua, Juergen C Becker, Shahneen Sandhu, Grant A. McArthur, Anthony J Gill, Richard A. Scolyer, Rodney J. Hicks, Dale I Godfrey and Richard W. Tothill
Nicholas A Gherardin
1Microbiology and Immunology, University of Melbourne
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Kelly Waldeck
2Division of Research, Peter MacCallum Cancer Centre
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Alex Caneborg
3Clinical Pathology, University of Melbourne
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Luciano G Martelotto
4Department of Systems Biology, Harvard Medical School
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Shiva Balachander
3Clinical Pathology, University of Melbourne
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Magnus Zethoven
5Bioinformatics Core Facility, Peter MacCallum Cancer Centre
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Pasquale M Petrone
6Cancer Immunology Research, Peter MacCallum Cancer Centre
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Andrew Pattison
3Clinical Pathology, University of Melbourne
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James S Wilmott
7Central Clinical School, University of Sydney
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Sergio M Quiñones-Parra
8Department of Molecular Biology, University of California, San Diego
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Fernando Rossello
9University of Melbourne
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Atara Posner
3Clinical Pathology, University of Melbourne
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Annie Wong
10Research Division, Peter MacCallum Cancer Centre
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Alison M Weppler
11Department of Medical Oncology, Peter MacCallum Cancer Centre
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Kerwin F Shannon
12Head and Neck Service, Chris O’Brien Lifehouse
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Angela Hong
13Melanoma Institute Australia
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Peter M Ferguson
14Medicine, University of Sydney
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Valerie Jakrot
15Melanoma Translational Research Group, Melanoma Institute Australia
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Jeanette Raleigh
2Division of Research, Peter MacCallum Cancer Centre
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Athena Hatzimihalis
2Division of Research, Peter MacCallum Cancer Centre
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Paul J Neeson
6Cancer Immunology Research, Peter MacCallum Cancer Centre
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Paolo Deleso
16Radiation Oncology Research, Peter MacCallum Cancer Centre
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Meredith Johnston
17Liverpool Hospital
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Margaret Chua
18Radiation Oncology, Peter MacCallum Cancer Centre
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Juergen C Becker
19Translational Skin Cancer Research, German Cancer Research Center
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Shahneen Sandhu
20Division of Cancer Medicine, Peter MacCallum Cancer Centre and the University of Melbourne
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Grant A. McArthur
2Division of Research, Peter MacCallum Cancer Centre
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Anthony J Gill
21Department of Anatomical Pathology, Royal North Shore Hospital
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Richard A. Scolyer
22Tissue Pathology and Diagnostic Oncology, Melanoma Institute Australia, The University of Sydney; • Faculty of Medicine and Health, The University of Sydney; Royal Prince Alfred Hospital and NSW Health Pathology
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Rodney J. Hicks
23Peter MacCallum Cancer Institute, University of Melbourne
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Dale I Godfrey
9University of Melbourne
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Richard W. Tothill
3Clinical Pathology, University of Melbourne
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  • For correspondence: rtothill@unimelb.edu.au
DOI: 10.1158/2326-6066.CIR-20-0817
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Abstract

Merkel cell carcinomas (MCC) are immunogenic skin cancers associated with viral infection or UV-mutagenesis. To study T-cell infiltrates in MCC, we analyzed 58 MCC lesions from 39 patients using multiplex-immunohistochemistry/immunofluorescence (m-IHC/IF). CD4+ or CD8+ T cells comprised the majority of infiltrating T lymphocytes in most tumors. However, almost half of the tumors harbored prominent CD4/CD8 double negative (DN) T-cell infiltrates (>20% DN T cells) and in 12% of cases, DN T cells represented the majority of T cells. Flow cytometric analysis of single-cell suspensions from fresh tumors identified DN T cells as predominantly Vδ2- γδ T cells. In the context of γδ T-cell inflammation, these cells expressed PD1 and LAG3, which is consistent with a suppressed or exhausted phenotype, and CD103, which indicates tissue-residency. Furthermore, single-cell RNA sequencing (scRNA-seq) identified a transcriptional profile of γδ T cells suggestive of proinflammatory potential. T-cell receptor (TCR) analysis confirmed clonal expansion of Vδ1 and Vδ3 clonotypes and functional studies using cloned γδ TCRs demonstrated restriction of these for CD1c and MR1 antigen-presenting molecules. Based on a 13-gene γδ T cell-signature derived from scRNA-seq analysis, gene-set enrichment on bulk RNA-seq data showed a positive correlation between enrichment scores and DN T-cell infiltrates. An improved disease-specific survival was evident for patients with high enrichment scores and complete responses to anti-PD1/PD-L1 treatment were observed in three of four cases with high enrichment scores. Thus, γδ T-cell infiltration may serve as a prognostic biomarker and should be explored for therapeutic interventions.

  • Received October 1, 2020.
  • Revision received January 14, 2021.
  • Accepted March 3, 2021.
  • Published first March 5, 2021.
  • Copyright ©2021, American Association for Cancer Research.
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doi: 10.1158/2326-6066.CIR-20-0817

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γδ T cells in Merkel cell carcinomas have a proinflammatory profile prognostic of patient survival
Nicholas A Gherardin, Kelly Waldeck, Alex Caneborg, Luciano G Martelotto, Shiva Balachander, Magnus Zethoven, Pasquale M Petrone, Andrew Pattison, James S Wilmott, Sergio M Quiñones-Parra, Fernando Rossello, Atara Posner, Annie Wong, Alison M Weppler, Kerwin F Shannon, Angela Hong, Peter M Ferguson, Valerie Jakrot, Jeanette Raleigh, Athena Hatzimihalis, Paul J Neeson, Paolo Deleso, Meredith Johnston, Margaret Chua, Juergen C Becker, Shahneen Sandhu, Grant A. McArthur, Anthony J Gill, Richard A. Scolyer, Rodney J. Hicks, Dale I Godfrey and Richard W. Tothill
Cancer Immunol Res March 5 2021 DOI: 10.1158/2326-6066.CIR-20-0817

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γδ T cells in Merkel cell carcinomas have a proinflammatory profile prognostic of patient survival
Nicholas A Gherardin, Kelly Waldeck, Alex Caneborg, Luciano G Martelotto, Shiva Balachander, Magnus Zethoven, Pasquale M Petrone, Andrew Pattison, James S Wilmott, Sergio M Quiñones-Parra, Fernando Rossello, Atara Posner, Annie Wong, Alison M Weppler, Kerwin F Shannon, Angela Hong, Peter M Ferguson, Valerie Jakrot, Jeanette Raleigh, Athena Hatzimihalis, Paul J Neeson, Paolo Deleso, Meredith Johnston, Margaret Chua, Juergen C Becker, Shahneen Sandhu, Grant A. McArthur, Anthony J Gill, Richard A. Scolyer, Rodney J. Hicks, Dale I Godfrey and Richard W. Tothill
Cancer Immunol Res March 5 2021 DOI: 10.1158/2326-6066.CIR-20-0817
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