1
|
Tabachnick-Cherny S, Pulliam T, Rodriguez HJ, Fan X, Hippe DS, Jones DC, Moshiri AS, Smythe KS, Kulikauskas RM, Zaba LC, Paulson KG, Nghiem P. Characterization of Immunosuppressive Myeloid Cells in Merkel Cell Carcinoma: Correlation with Resistance to PD-1 Pathway Blockade. Clin Cancer Res 2024; 30:1189-1199. [PMID: 37851052 PMCID: PMC10947966 DOI: 10.1158/1078-0432.ccr-23-1957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 09/22/2023] [Accepted: 10/16/2023] [Indexed: 10/19/2023]
Abstract
PURPOSE Merkel cell carcinoma (MCC) is a highly immunogenic skin cancer. Although essentially all MCCs are antigenic through viral antigens or high tumor mutation burden, MCC has a response rate of only approximately 50% to PD-(L)1 blockade suggesting barriers to T-cell responses. Prior studies of MCC immunobiology have focused on CD8 T-cell infiltration and their exhaustion status, while the role of innate immunity, particularly myeloid cells, in MCC remains underexplored. EXPERIMENTAL DESIGN We utilized single-cell transcriptomics from 9 patients with MCC and multiplex IHC staining of 54 patients' preimmunotherapy tumors, to identify myeloid cells and evaluate association with immunotherapy response. RESULTS Single-cell transcriptomics identified tumor-associated macrophages (TAM) as the dominant myeloid component within MCC tumors. These TAMs express an immunosuppressive gene signature characteristic of monocytic myeloid-derived suppressor cells and importantly express several targetable immune checkpoint molecules, including PD-L1 and LILRB receptors, that are not present on tumor cells. Analysis of 54 preimmunotherapy tumor samples showed that a subset of TAMs (CD163+, CD14+, S100A8+) selectively infiltrated tumors that had significant CD8 T cells. Indeed, higher TAM prevalence was associated with resistance to PD-1 blockade. While spatial interactions between TAMs and CD8 T cells were not associated with response, myeloid transcriptomic data showed evidence for cytokine signaling and expression of LILRB receptors, suggesting potential immunosuppressive mechanisms. CONCLUSIONS This study further characterizes TAMs in MCC tumors and provides insights into their possible immunosuppressive mechanism. TAMs may reduce the likelihood of treatment response in MCC by counteracting the benefit of CD8 T-cell infiltration. See related commentary by Silk and Davar, p. 1076.
Collapse
Affiliation(s)
| | - Thomas Pulliam
- Department of Dermatology, University of Washington, Seattle, Washington
| | | | - Xinyi Fan
- Fred Hutchinson Cancer Center, Seattle, Washington
| | | | | | - Ata S Moshiri
- Department of Dermatology, New York University, New York, New York
| | | | - Rima M Kulikauskas
- Department of Dermatology, University of Washington, Seattle, Washington
| | - Lisa C Zaba
- Department of Dermatology, Stanford University School of Medicine, Palo Alto, California
| | - Kelly G Paulson
- Paul G Allen Research Center, Providence-Swedish Cancer Institute, Seattle, Washington
| | - Paul Nghiem
- Department of Dermatology, University of Washington, Seattle, Washington
| |
Collapse
|
2
|
Ryu H, Bi TM, Pulliam TH, Sarkar K, Church CD, Kumar N, Mayer-Blackwell K, Jani S, Ramchurren N, Hansen UK, Hadrup SR, Fling SP, Koelle DM, Nghiem P, Newell EW. Merkel cell polyomavirus-specific and CD39 +CLA + CD8 T cells as blood-based predictive biomarkers for PD-1 blockade in Merkel cell carcinoma. Cell Rep Med 2024; 5:101390. [PMID: 38340724 PMCID: PMC10897544 DOI: 10.1016/j.xcrm.2023.101390] [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] [Received: 07/03/2023] [Revised: 11/29/2023] [Accepted: 12/21/2023] [Indexed: 02/12/2024]
Abstract
Merkel cell carcinoma is a skin cancer often driven by Merkel cell polyomavirus (MCPyV) with high rates of response to anti-PD-1 therapy despite low mutational burden. MCPyV-specific CD8 T cells are implicated in anti-PD-1-associated immune responses and provide a means to directly study tumor-specific T cell responses to treatment. Using mass cytometry and combinatorial tetramer staining, we find that baseline frequencies of blood MCPyV-specific cells correlated with response and survival. Frequencies of these cells decrease markedly during response to therapy. Phenotypes of MCPyV-specific CD8 T cells have distinct expression patterns of CD39, cutaneous lymphocyte-associated antigen (CLA), and CD103. Correspondingly, overall bulk CD39+CLA+ CD8 T cell frequencies in blood correlate with MCPyV-specific cell frequencies and similarly predicted favorable clinical outcomes. Conversely, frequencies of CD39+CD103+ CD8 T cells are associated with tumor burden and worse outcomes. These cell subsets can be useful as biomarkers and to isolate blood-derived tumor-specific T cells.
Collapse
Affiliation(s)
- Heeju Ryu
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Timothy M Bi
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Thomas H Pulliam
- Department of Medicine, Division of Dermatology, University of Washington, Seattle, WA, USA
| | - Korok Sarkar
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Candice D Church
- Department of Medicine, Division of Dermatology, University of Washington, Seattle, WA, USA
| | - Nandita Kumar
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA; Department of Lab Medicine and Pathology, University of Washington, Seattle, WA, USA
| | | | - Saumya Jani
- Department of Medicine, Division of Dermatology, University of Washington, Seattle, WA, USA; Department of Lab Medicine and Pathology, University of Washington, Seattle, WA, USA
| | - Nirasha Ramchurren
- Cancer Immunotherapy Trails Network, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Ulla K Hansen
- Department of Health Technology, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Sine R Hadrup
- Department of Health Technology, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Steven P Fling
- Cancer Immunotherapy Trails Network, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - David M Koelle
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA; Department of Lab Medicine and Pathology, University of Washington, Seattle, WA, USA; Department of Medicine, Division of Allergy and Infectious Diseases, University of Washington, Seattle, WA, USA; Department of Global Health, University of Washington, Seattle, WA, USA; Benaroya Research Institute, Seattle, WA, USA
| | - Paul Nghiem
- Department of Medicine, Division of Dermatology, University of Washington, Seattle, WA, USA
| | - Evan W Newell
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA; Department of Lab Medicine and Pathology, University of Washington, Seattle, WA, USA.
| |
Collapse
|
3
|
Becker JC, Beer AJ, DeTemple VK, Eigentler T, Flaig MJ, Gambichler T, Grabbe S, Höller U, Klumpp B, Lang S, Pföhler C, Posch C, Prasad V, Schlattmann P, Schneider-Burrus S, Ter-Nedden J, Terheyden P, Thoms K, Vordermark D, Ugurel S. S2k-Leitlinie - Merkelzellkarzinom - Update 2022. J Dtsch Dermatol Ges 2023; 21:305-317. [PMID: 36929546 DOI: 10.1111/ddg.14930_g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 09/09/2022] [Indexed: 03/18/2023]
Affiliation(s)
- Jürgen C Becker
- Translational Skin Cancer Research (TSCR), Deutsches Konsortium für translationale Krebsforschung (DKTK), Partnerstandort Essen, Klinik für Dermatologie, Universitätsmedizin Essen, Deutsches Krebsforschungszentrum, Heidelberg
| | | | - Viola K DeTemple
- Universitätsklinik für Dermatologie, Venerologie, Allergologie und Phlebologie, Johannes Wesling Klinikum Minden
| | - Thomas Eigentler
- Klinik für Dermatologie, Venerologie und Allergologie, Charité Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin
| | - Michael J Flaig
- Klinik und Poliklinik für Dermatologie und Allergologie, Klinikum der Universität München, LMU München
| | - Thilo Gambichler
- Klinik für Dermatologie, Venerologie und Allergologie, Ruhr-Universität Bochum
| | | | | | | | - Stephan Lang
- Hals-Nasen-Ohren-Klinik am Universitätsklinikum Essen
| | - Claudia Pföhler
- Klinik für Dermatologie, Universitätsklinikum des Saarlandes, Homburg/Saar
| | - Christian Posch
- Hautklinik Campus Biederstein, Technische Universität München
| | - Vikas Prasad
- Klinik für Nuklearmedizin, Universitätsklinikum Ulm
| | | | | | | | - Patrick Terheyden
- Klinik für Dermatologie, Venerologie und Allergologie, Universitätsklinikum Schleswig-Holstein, Campus Lübeck
| | - Kai Thoms
- Klinik für Dermatologie, Venerologie und Allergologie, Universitätsmedizin Göttingen, Göttingen
| | - Dirk Vordermark
- Universitätsklinik und Poliklinik für Strahlentherapie, Halle
| | - Selma Ugurel
- Klinik für Dermatologie, Venerologie und Allergologie, Universitätsklinikum Essen
| |
Collapse
|
4
|
Becker JC, Beer AJ, DeTemple VK, Eigentler T, Flaig M, Gambichler T, Grabbe S, Höller U, Klumpp B, Lang S, Pföhler C, Posch C, Prasad V, Schlattmann P, Schneider-Burrus S, Ter-Nedden J, Terheyden P, Thoms K, Vordermark D, Ugurel S. S2k Guideline - Merkel cell carcinoma (MCC, neuroendocrine carcinoma of the skin) - Update 2022. J Dtsch Dermatol Ges 2023; 21:305-320. [PMID: 36929552 DOI: 10.1111/ddg.14930] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 09/09/2022] [Indexed: 03/18/2023]
Abstract
Merkel cell carcinoma (MCC, ICD-O M8247/3) is a rare, malignant, primary skin tumor with epithelial and neuroendocrine differentiation. The tumor cells share many morphologic, immunohistochemical, and ultrastructural features with cutaneous Merkel cells. Nevertheless, the cell of origin of MCC is unclear. MCC appears clinically as a reddish to purple spherical tumor with a smooth, shiny surface and a soft to turgid, elastic consistency, usually showing rapid growth. Spontaneous and often complete regressions of the tumor are observed. These likely immunologically-mediated regressions explain the cases in which only lymph node or distant metastases are found at the time of initial diagnosis and why the tumor responds very well to immunomodulatory therapies even at advanced stages. Due to its aggressiveness, the usually given indication for sentinel lymph node biopsy, the indication of adjuvant therapies to be evaluated, as well as the complexity of the necessary diagnostics, clinical management should already be determined by an interdisciplinary tumor board at the time of initial diagnosis.
Collapse
Affiliation(s)
- Jürgen C Becker
- Translational Skin Cancer Research (TSCR), Deutsches Konsortium für translationale Krebsforschung (DKTK), Partnerstandort Essen, Department of Dermatology, University Hospital Essen, German Cancer Research Center (DKFZ), Heidelberg
| | - Ambros J Beer
- Department of Nuclear Medicine, University Hospital Ulm
| | - Viola K DeTemple
- Department of Dermatology, Venereology, Allergology and Phlebology, Johannes Wesling Klinikum, Minden
| | - Thomas Eigentler
- Department of Dermatology, Venereology and Allergology, University Hospital Berlin
| | - Michael Flaig
- Department and Clinic for Dermatology and Allergology, LMU Klinikum Munich
| | - Thilo Gambichler
- Department of Dermatology, Venereology and Allergology, Ruhr University Bochum
| | | | | | | | - Stephan Lang
- Department of Ear, Nose and Throat Medicine, University Hospital Essen
| | - Claudia Pföhler
- Department of Dermatology, University Hospital Saarland, Homburg/Saar
| | - Christian Posch
- Department of Dermatology Campus Biederstein, Technical University Munich
| | - Vikas Prasad
- Department of Nuclear Medicine, University Hospital Ulm
| | | | | | - Jan Ter-Nedden
- Professional Association of German Dermatologists, Hamburg
| | - Patrick Terheyden
- Department of Dermatology, Venereology and Allergology, University Hospital Schleswig-Holstein, Campus Lübeck
| | - Kai Thoms
- Department of Dermatology, Venereology and Allergology, University Hospital Göttingen, Göttingen
| | | | - Selma Ugurel
- Department of Dermatology, Venereology and Allergology, University Hospital Essen
| |
Collapse
|
5
|
Ouyang K, Zheng DX, Agak GW. T-Cell Mediated Immunity in Merkel Cell Carcinoma. Cancers (Basel) 2022; 14:cancers14246058. [PMID: 36551547 PMCID: PMC9775569 DOI: 10.3390/cancers14246058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Revised: 12/01/2022] [Accepted: 12/04/2022] [Indexed: 12/13/2022] Open
Abstract
Merkel cell carcinoma (MCC) is a rare and frequently lethal skin cancer with neuroendocrine characteristics. MCC can originate from either the presence of MCC polyomavirus (MCPyV) DNA or chronic ultraviolet (UV) exposure that can cause DNA mutations. MCC is predominant in sun-exposed regions of the body and can metastasize to regional lymph nodes, liver, lungs, bone, and brain. Older, light-skinned individuals with a history of significant sun exposure are at the highest risk. Previous studies have shown that tumors containing a high number of tumor-infiltrating T-cells have favorable survival, even in the absence of MCPyV DNA, suggesting that MCPyV infection enhances T-cell infiltration. However, other factors may also play a role in the host antitumor response. Herein, we review the impact of tumor infiltrating lymphocytes (TILs), mainly the CD4+, CD8+, and regulatory T-cell (Tregs) responses on the course of MCC, including their role in initiating MCPyV-specific immune responses. Furthermore, potential research avenues related to T-cell biology in MCC, as well as relevant immunotherapies are discussed.
Collapse
Affiliation(s)
- Kelsey Ouyang
- Division of Dermatology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095, USA
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, OH 44195, USA
| | - David X. Zheng
- Department of Dermatology, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, OH 44106, USA
| | - George W. Agak
- Division of Dermatology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095, USA
- Correspondence:
| |
Collapse
|
6
|
Zelin E, Maronese CA, Dri A, Toffoli L, Di Meo N, Nazzaro G, Zalaudek I. Identifying Candidates for Immunotherapy among Patients with Non-Melanoma Skin Cancer: A Review of the Potential Predictors of Response. J Clin Med 2022; 11:3364. [PMID: 35743435 PMCID: PMC9225110 DOI: 10.3390/jcm11123364] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 06/02/2022] [Accepted: 06/09/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Non-melanoma skin cancer (NMSC) stands as an umbrella term for common cutaneous malignancies, including basal cell carcinoma (BCC) and cutaneous squamous cell carcinoma (cSCC), together with rarer cutaneous cancers, such as Merkel cell carcinoma (MCC) and other forms of adnexal cancers. The majority of NMSCs can be successfully treated with surgery or radiotherapy, but advanced and metastatic stages may require systemic approaches such as immunotherapy with immune checkpoint inhibitors (ICIs). SUMMARY Since immunotherapy is not effective in all patients and can potentially lead to severe adverse effects, an important clinical question is how to properly identify those who could be suitable candidates for this therapeutic choice. In this paper, we review the potential features and biomarkers used to predict the outcome of ICIs therapy for NMSCs. Moreover, we analyze the role of immunotherapy in special populations, such as the elderly, immunocompromised patients, organ transplant recipients, and subjects suffering from autoimmune conditions. KEY MESSAGES Many clinical, serum, histopathological, and genetic features have been investigated as potential predictors of response in NMSCs treated with ICIs. Although this field of research is very promising, definitive, cost-effective, and reproducible biomarkers are still lacking and further efforts are needed to validate the suggested predictors in larger cohorts.
Collapse
Affiliation(s)
- Enrico Zelin
- Dermatology Clinic, Maggiore Hospital, University of Trieste, 34125 Trieste, Italy; (E.Z.); (L.T.); (N.D.M.); (I.Z.)
| | - Carlo Alberto Maronese
- Dermatology Unit, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy;
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, 20122 Milan, Italy
| | - Arianna Dri
- Department of Medicine (DAME), University of Udine, 33100 Udine, Italy;
- Department of Medical Oncology, Azienda Sanitaria Friuli Centrale (ASUFC), 33100 Udine, Italy
| | - Ludovica Toffoli
- Dermatology Clinic, Maggiore Hospital, University of Trieste, 34125 Trieste, Italy; (E.Z.); (L.T.); (N.D.M.); (I.Z.)
| | - Nicola Di Meo
- Dermatology Clinic, Maggiore Hospital, University of Trieste, 34125 Trieste, Italy; (E.Z.); (L.T.); (N.D.M.); (I.Z.)
| | - Gianluca Nazzaro
- Dermatology Unit, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy;
| | - Iris Zalaudek
- Dermatology Clinic, Maggiore Hospital, University of Trieste, 34125 Trieste, Italy; (E.Z.); (L.T.); (N.D.M.); (I.Z.)
| |
Collapse
|
7
|
Shalhout SZ, Kaufman HL, Emerick KS, Miller DM. Immunotherapy for Nonmelanoma skin cancer: Facts and Hopes. Clin Cancer Res 2022; 28:2211-2220. [PMID: 35121622 DOI: 10.1158/1078-0432.ccr-21-2971] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 12/24/2021] [Accepted: 01/26/2022] [Indexed: 11/16/2022]
Abstract
Non-melanoma skin cancer (NMSC) is the most frequently diagnosed malignancy in humans, representing a broad range of cutaneous tumors. Keratinocyte carcinomas, including basal cell carcinoma (BCC) and cutaneous squamous cell carcinoma (CSCC), are the most common NMSCs. The incidence of BCC and CSCC are steadily increasing due to a progressively aging population, chronic exposure to ultraviolet radiation, and increased awareness with earlier diagnosis. Rarer NMSCs such as Merkel cell carcinoma (MCC) and cutaneous adnexal carcinomas (CACs) are also on the rise. Although the majority of NMSC tumors are localized at diagnosis and managed effectively with curative surgery and radiation, in rare cases with nodal and distant metastases, systemic therapy is often required. As our understanding of the immunologic characteristics of NMSCs has improved, effective treatment options have expanded with the development of immunotherapy. The U.S. Food and Drug Administration (FDA) recently approved several immune checkpoint inhibitors for the treatment of locally advanced and metastatic MCC, CSCC, and BCC. We review the emerging role of immunotherapy as the standard of care for several advanced NMSCs not amenable to surgery and/or radiation and underscore the need for considering clinical trials of novel strategies in patients when immunotherapy does not provide durable benefit. Finally, we explore the potential of neoadjuvant and adjuvant immunotherapy.
Collapse
Affiliation(s)
- Sophia Z Shalhout
- Department of Medicine, Division of Hematology/Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Howard L Kaufman
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Kevin S Emerick
- Department of Otolaryngology, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston, Massachusetts
| | - David M Miller
- Department of Medicine, Division of Hematology/Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
- Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| |
Collapse
|
8
|
Greene E, Finak G, D'Amico LA, Bhardwaj N, Church CD, Morishima C, Ramchurren N, Taube JM, Nghiem PT, Cheever MA, Fling SP, Gottardo R. New interpretable machine-learning method for single-cell data reveals correlates of clinical response to cancer immunotherapy. PATTERNS (NEW YORK, N.Y.) 2021; 2:100372. [PMID: 34950900 PMCID: PMC8672150 DOI: 10.1016/j.patter.2021.100372] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 08/09/2021] [Accepted: 09/30/2021] [Indexed: 12/14/2022]
Abstract
We introduce a new method for single-cell cytometry studies, FAUST, which performs unbiased cell population discovery and annotation. FAUST processes experimental data on a per-sample basis and returns biologically interpretable cell phenotypes, making it well suited for the analysis of complex datasets. We provide simulation studies that compare FAUST with existing methodology, exemplifying its strength. We apply FAUST to data from a Merkel cell carcinoma anti-PD-1 trial and discover pre-treatment effector memory T cell correlates of outcome co-expressing PD-1, HLA-DR, and CD28. Using FAUST, we then validate these correlates in cryopreserved peripheral blood mononuclear cell samples from the same study, as well as an independent CyTOF dataset from a published metastatic melanoma trial. Finally, we show how FAUST's phenotypes can be used to perform cross-study data integration in the presence of diverse staining panels. Together, these results establish FAUST as a powerful new approach for unbiased discovery in single-cell cytometry. An interpretable machine-learning method for cytometry data analysis is developed Using this, candidate biomarkers of response to therapy are identified and visualized The method is used to validate our findings on two additional cytometry datasets It is shown how to integrate findings across datasets with heterogeneous marker panels
Our article introduces a new method, FAUST, which combines novel algorithms for clustering, cluster matching, variable selection, and feature selection. While these algorithms were developed for application to high-dimensional single-cell data—and our article validates this application area with multiple case studies—they are general purpose and can be applied to any collection of related real-valued matrices one wishes to partition. Some useful features of these algorithms to the broader data science community include the following: they estimate the number of clusters across a dataset, they can be applied independently to each matrix in the set of matrices one wishes to cluster, they match clusters across matrices on the basis of data-driven annotations, and the annotations are interpretable in relation to the initial measurement variables. We provide an open-source implementation of our method, https://github.com/RGLab/FAUST, targeting data structures optimized for use in cytometry data analysis.
Collapse
Affiliation(s)
- Evan Greene
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Biostatistics Bioinformatics and Epidemiology Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Greg Finak
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Biostatistics Bioinformatics and Epidemiology Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Leonard A D'Amico
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Cancer Immunotherapy Trials Network, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Nina Bhardwaj
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai New York, NY, USA
| | - Candice D Church
- Division of Dermatology, Department of Medicine University of Washington, Seattle, WA, USA
| | - Chihiro Morishima
- Division of Dermatology, Department of Medicine University of Washington, Seattle, WA, USA
| | - Nirasha Ramchurren
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Cancer Immunotherapy Trials Network, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Janis M Taube
- Bloomberg Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Paul T Nghiem
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Division of Dermatology, Department of Medicine University of Washington, Seattle, WA, USA
| | - Martin A Cheever
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Cancer Immunotherapy Trials Network, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Steven P Fling
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Cancer Immunotherapy Trials Network, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Raphael Gottardo
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Biostatistics Bioinformatics and Epidemiology Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Centre Hospitalier Universitaire Vaudois et Université de Lausanne, Lausanne, Switzerland
| |
Collapse
|
9
|
Simon S, Voillet V, Vignard V, Wu Z, Dabrowski C, Jouand N, Beauvais T, Khammari A, Braudeau C, Josien R, Adotevi O, Laheurte C, Aubin F, Nardin C, Rulli S, Gottardo R, Ramchurren N, Cheever M, Fling SP, Church CD, Nghiem P, Dreno B, Riddell SR, Labarriere N. PD-1 and TIGIT coexpression identifies a circulating CD8 T cell subset predictive of response to anti-PD-1 therapy. J Immunother Cancer 2021; 8:jitc-2020-001631. [PMID: 33188038 PMCID: PMC7668369 DOI: 10.1136/jitc-2020-001631] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/25/2020] [Indexed: 12/17/2022] Open
Abstract
Background Clinical benefit from programmed cell death 1 receptor (PD-1) inhibitors relies on reinvigoration of endogenous antitumor immunity. Nonetheless, robust immunological markers, based on circulating immune cell subsets associated with therapeutic efficacy are yet to be validated. Methods We isolated peripheral blood mononuclear cell from three independent cohorts of melanoma and Merkel cell carcinoma patients treated with PD-1 inhibitor, at baseline and longitudinally after therapy. Using multiparameter flow cytometry and cell sorting, we isolated four subsets of CD8+ T cells, based on PD-1 and TIGIT expression profiles. We performed phenotypic characterization, T cell receptor sequencing, targeted transcriptomic analysis and antitumor reactivity assays to thoroughly characterize each of these subsets. Results We documented that the frequency of circulating PD-1+TIGIT+ (DPOS) CD8+ T-cells after 1 month of anti-PD-1 therapy was associated with clinical response and overall survival. This DPOS T-cell population was enriched in highly activated T-cells, tumor-specific and emerging T-cell clonotypes and T lymphocytes overexpressing CXCR5, a key marker of the CD8 cytotoxic follicular T cell population. Additionally, transcriptomic profiling defined a specific gene signature for this population as well as the overexpression of specific pathways associated with the therapeutic response. Conclusions Our results provide a convincing rationale for monitoring this PD-1+TIGIT+ circulating population as an early cellular-based marker of therapeutic response to anti-PD-1 therapy.
Collapse
Affiliation(s)
- Sylvain Simon
- Inserm UMR1232, CRCINA, Nantes, Pays de la Loire, France .,LabEx IGO "Immunotherapy, Graft, Oncology", Nantes, France.,Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Valentin Voillet
- Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Virginie Vignard
- Inserm UMR1232, CRCINA, Nantes, Pays de la Loire, France.,LabEx IGO "Immunotherapy, Graft, Oncology", Nantes, France.,CHU of Nantes, Nantes, France
| | - Zhong Wu
- Qiagen Sciences, Frederick, Maryland, USA
| | | | - Nicolas Jouand
- LabEx IGO "Immunotherapy, Graft, Oncology", Nantes, France.,Platform Cytocell, SFR Santé Francois Bonamy, Nantes, France
| | - Tiffany Beauvais
- Inserm UMR1232, CRCINA, Nantes, Pays de la Loire, France.,LabEx IGO "Immunotherapy, Graft, Oncology", Nantes, France.,CHU of Nantes, Nantes, France
| | - Amir Khammari
- Inserm UMR1232, CRCINA, Nantes, Pays de la Loire, France.,Dermatology Unit, CHU Nantes, Nantes, France
| | - Cécile Braudeau
- CHU Nantes, Laboratoire d'Immunologie, Nantes, France.,CRTI, INSERM, Université de Nantes, Nantes, France
| | - Régis Josien
- CRTI, INSERM, Université de Nantes, Nantes, France
| | - Olivier Adotevi
- INSERM UMR 1098, Besançon, France.,CHU de BESANCON, Besancon, France
| | - Caroline Laheurte
- INSERM UMR 1098, Besançon, France.,CHU de BESANCON, Besancon, France
| | | | | | | | - Raphael Gottardo
- Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Nirasha Ramchurren
- Cancer Immunotherapy Trials Network, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Martin Cheever
- Cancer Immunotherapy Trials Network, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Steven P Fling
- Cancer Immunotherapy Trials Network, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Candice D Church
- Dermatology, Division of Dermatology, Department of Medicine, UW School of Medicine, Seattle, Washington, USA
| | - Paul Nghiem
- Dermatology, Division of Dermatology, Department of Medicine, UW School of Medicine, Seattle, Washington, USA
| | - Brigitte Dreno
- Inserm UMR1232, CRCINA, Nantes, Pays de la Loire, France.,Dermatology Unit, CHU Nantes, Nantes, France
| | - Stanley R Riddell
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Nathalie Labarriere
- Inserm UMR1232, CRCINA, Nantes, Pays de la Loire, France .,LabEx IGO "Immunotherapy, Graft, Oncology", Nantes, France
| |
Collapse
|
10
|
Krump NA, You J. From Merkel Cell Polyomavirus Infection to Merkel Cell Carcinoma Oncogenesis. Front Microbiol 2021; 12:739695. [PMID: 34566942 PMCID: PMC8457551 DOI: 10.3389/fmicb.2021.739695] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Accepted: 08/09/2021] [Indexed: 11/13/2022] Open
Abstract
Merkel cell polyomavirus (MCPyV) infection causes near-ubiquitous, asymptomatic infection in the skin, but occasionally leads to an aggressive skin cancer called Merkel cell carcinoma (MCC). Epidemiological evidence suggests that poorly controlled MCPyV infection may be a precursor to MCPyV-associated MCC. Clearer understanding of host responses that normally control MCPyV infection could inform prophylactic measures in at-risk groups. Similarly, the presence of MCPyV in most MCCs could imbue them with vulnerabilities that-if better characterized-could yield targeted intervention solutions for metastatic MCC cases. In this review, we discuss recent developments in elucidating the interplay between host cells and MCPyV within the context of viral infection and MCC oncogenesis. We also propose a model in which insufficient restriction of MCPyV infection in aging and chronically UV-damaged skin causes unbridled viral replication that licenses MCC tumorigenesis.
Collapse
Affiliation(s)
| | - Jianxin You
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| |
Collapse
|
11
|
T-Cell Responses in Merkel Cell Carcinoma: Implications for Improved Immune Checkpoint Blockade and Other Therapeutic Options. Int J Mol Sci 2021; 22:ijms22168679. [PMID: 34445385 PMCID: PMC8395396 DOI: 10.3390/ijms22168679] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 08/02/2021] [Accepted: 08/05/2021] [Indexed: 02/06/2023] Open
Abstract
Merkel cell carcinoma (MCC) is a rare and aggressive skin cancer with rising incidence and high mortality. Approximately 80% of the cases are caused by the human Merkel cell polyomavirus, while the remaining 20% are induced by UV light leading to mutations. The standard treatment of metastatic MCC is the use of anti-PD-1/-PD-L1-immune checkpoint inhibitors (ICI) such as Pembrolizumab or Avelumab, which in comparison with conventional chemotherapy show better overall response rates and longer duration of responses in patients. Nevertheless, 50% of the patients do not respond or develop ICI-induced, immune-related adverse events (irAEs), due to diverse mechanisms, such as down-regulation of MHC complexes or the induction of anti-inflammatory cytokines. Other immunotherapeutic options such as cytokines and pro-inflammatory agents or the use of therapeutic vaccination offer great ameliorations to ICI. Cytotoxic T-cells play a major role in the effectiveness of ICI, and tumour-infiltrating CD8+ T-cells and their phenotype contribute to the clinical outcome. This literature review presents a summary of current and future checkpoint inhibitor therapies in MCC and demonstrates alternative therapeutic options. Moreover, the importance of T-cell responses and their beneficial role in MCC treatment is discussed.
Collapse
|
12
|
Cutaneous Malignancies of the Head and Neck. Hematol Oncol Clin North Am 2021; 35:991-1008. [PMID: 34281755 DOI: 10.1016/j.hoc.2021.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Cutaneous malignancies (CMs), or skin cancers, are the most common cancer worldwide, with a quarter million cases diagnosed annually in the United States alone. The best described risk factor for CM is ultraviolet radiation from sunlight, and therefore most of these cancers develop in sun-exposed skin, including the head and neck. Beginning with melanoma, immunotherapy has increasingly been used over the past decade for treatment of unresectable CM, and immune checkpoint inhibitors are now Food and Drug Administration-approved for first-line treatment of unresectable melanoma, Merkel cell carcinoma, and cutaneous squamous cell carcinoma, and second-line for basal cell carcinoma.
Collapse
|
13
|
Stachyra K, Dudzisz-Śledź M, Bylina E, Szumera-Ciećkiewicz A, Spałek MJ, Bartnik E, Rutkowski P, Czarnecka AM. Merkel Cell Carcinoma from Molecular Pathology to Novel Therapies. Int J Mol Sci 2021; 22:6305. [PMID: 34208339 PMCID: PMC8231245 DOI: 10.3390/ijms22126305] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 05/24/2021] [Accepted: 06/02/2021] [Indexed: 02/07/2023] Open
Abstract
Merkel cell carcinoma (MCC) is an uncommon and highly aggressive skin cancer. It develops mostly within chronically sun-exposed areas of the skin. MCPyV is detected in 60-80% of MCC cases as integrated within the genome and is considered a major risk factor for MCC. Viral negative MCCs have a high mutation burden with a UV damage signature. Aberrations occur in RB1, TP53, and NOTCH genes as well as in the PI3K-AKT-mTOR pathway. MCC is highly immunogenic, but MCC cells are known to evade the host's immune response. Despite the characteristic immunohistological profile of MCC, the diagnosis is challenging, and it should be confirmed by an experienced pathologist. Sentinel lymph node biopsy is considered the most reliable staging tool to identify subclinical nodal disease. Subclinical node metastases are present in about 30-50% of patients with primary MCC. The basis of MCC treatment is surgical excision. MCC is highly radiosensitive. It becomes chemoresistant within a few months. MCC is prone to recurrence. The outcomes in patients with metastatic disease are poor, with a historical 5-year survival of 13.5%. The median progression-free survival is 3-5 months, and the median overall survival is ten months. Currently, immunotherapy has become a standard of care first-line therapy for advanced MCC.
Collapse
Affiliation(s)
- Karolina Stachyra
- Department of Soft Tissue/Bone Sarcoma and Melanoma, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland; (K.S.); (M.D.-Ś.); (E.B.); (M.J.S.); (P.R.)
- Faculty of Medicine, Medical University of Warsaw, 02-091 Warsaw, Poland
| | - Monika Dudzisz-Śledź
- Department of Soft Tissue/Bone Sarcoma and Melanoma, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland; (K.S.); (M.D.-Ś.); (E.B.); (M.J.S.); (P.R.)
| | - Elżbieta Bylina
- Department of Soft Tissue/Bone Sarcoma and Melanoma, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland; (K.S.); (M.D.-Ś.); (E.B.); (M.J.S.); (P.R.)
- Department of Clinical Trials, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Anna Szumera-Ciećkiewicz
- Department of Pathology and Laboratory Diagnostics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland;
- Department of Diagnostic Hematology, Institute of Hematology and Transfusion Medicine, 00-791 Warsaw, Poland
| | - Mateusz J. Spałek
- Department of Soft Tissue/Bone Sarcoma and Melanoma, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland; (K.S.); (M.D.-Ś.); (E.B.); (M.J.S.); (P.R.)
| | - Ewa Bartnik
- Institute of Genetics and Biotechnology, Faculty of Biology, University of Warsaw, 02-106 Warsaw, Poland;
| | - Piotr Rutkowski
- Department of Soft Tissue/Bone Sarcoma and Melanoma, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland; (K.S.); (M.D.-Ś.); (E.B.); (M.J.S.); (P.R.)
| | - Anna M. Czarnecka
- Department of Soft Tissue/Bone Sarcoma and Melanoma, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland; (K.S.); (M.D.-Ś.); (E.B.); (M.J.S.); (P.R.)
- Department of Experimental Pharmacology, Mossakowski Medical Research Centre, Polish Academy of Sciences, 02-106 Warsaw, Poland
| |
Collapse
|
14
|
Ruffin AT, Cillo AR, Tabib T, Liu A, Onkar S, Kunning SR, Lampenfeld C, Atiya HI, Abecassis I, Kürten CHL, Qi Z, Soose R, Duvvuri U, Kim S, Oesterrich S, Lafyatis R, Coffman LG, Ferris RL, Vignali DAA, Bruno TC. B cell signatures and tertiary lymphoid structures contribute to outcome in head and neck squamous cell carcinoma. Nat Commun 2021; 12:3349. [PMID: 34099645 PMCID: PMC8184766 DOI: 10.1038/s41467-021-23355-x] [Citation(s) in RCA: 143] [Impact Index Per Article: 47.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Accepted: 04/21/2021] [Indexed: 01/06/2023] Open
Abstract
Current immunotherapy paradigms aim to reinvigorate CD8+ T cells, but the contribution of humoral immunity to antitumor immunity remains understudied. Here, we demonstrate that in head and neck squamous cell carcinoma (HNSCC) caused by human papillomavirus infection (HPV+), patients have transcriptional signatures of germinal center (GC) tumor infiltrating B cells (TIL-Bs) and spatial organization of immune cells consistent with tertiary lymphoid structures (TLS) with GCs, both of which correlate with favorable outcome. GC TIL-Bs in HPV+ HNSCC are characterized by distinct waves of gene expression consistent with dark zone, light zone and a transitional state of GC B cells. Semaphorin 4a expression is enhanced on GC TIL-Bs present in TLS of HPV+ HNSCC and during the differentiation of TIL-Bs. Our study suggests that therapeutics to enhance TIL-B responses in HNSCC should be prioritized in future studies to determine if they can complement current T cell mediated immunotherapies.
Collapse
Affiliation(s)
- Ayana T Ruffin
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, USA
- Tumor Microenvironment Center, Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
- Program in Microbiology and Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- Hillman Cancer Center, Pittsburgh, PA, USA
| | - Anthony R Cillo
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, USA
- Tumor Microenvironment Center, Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
- Hillman Cancer Center, Pittsburgh, PA, USA
| | - Tracy Tabib
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Angen Liu
- Department of Otolaryngology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Sayali Onkar
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, USA
- Tumor Microenvironment Center, Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
- Program in Microbiology and Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- Hillman Cancer Center, Pittsburgh, PA, USA
| | - Sheryl R Kunning
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, USA
- Tumor Microenvironment Center, Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
- Hillman Cancer Center, Pittsburgh, PA, USA
| | - Caleb Lampenfeld
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, USA
- Tumor Microenvironment Center, Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
- Hillman Cancer Center, Pittsburgh, PA, USA
| | - Huda I Atiya
- Hillman Cancer Center, Pittsburgh, PA, USA
- Division of Hematology and Oncology, Department of Medicine, Hillman Cancer Center, Pittsburgh, PA, USA
| | - Irina Abecassis
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, USA
- Tumor Microenvironment Center, Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
- Hillman Cancer Center, Pittsburgh, PA, USA
| | | | - Zengbiao Qi
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Ryan Soose
- Department of Otolaryngology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Umamaheswar Duvvuri
- Hillman Cancer Center, Pittsburgh, PA, USA
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Seungwon Kim
- Department of Otolaryngology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Steffi Oesterrich
- Hillman Cancer Center, Pittsburgh, PA, USA
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, USA
- Women's Cancer Research Center, Magee-Womens Research Institute, University of Pittsburgh, Pittsburgh, PA, USA
| | - Robert Lafyatis
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Otolaryngology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Lan G Coffman
- Hillman Cancer Center, Pittsburgh, PA, USA
- Division of Hematology and Oncology, Department of Medicine, Hillman Cancer Center, Pittsburgh, PA, USA
| | - Robert L Ferris
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, USA
- Tumor Microenvironment Center, Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
- Hillman Cancer Center, Pittsburgh, PA, USA
- Department of Otolaryngology, University of Pittsburgh, Pittsburgh, PA, USA
- Cancer Immunology and Immunotherapy Program, UPMC Hillman Cancer Center, Pittsburgh, PA, USA
| | - Dario A A Vignali
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, USA
- Tumor Microenvironment Center, Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
- Hillman Cancer Center, Pittsburgh, PA, USA
- Cancer Immunology and Immunotherapy Program, UPMC Hillman Cancer Center, Pittsburgh, PA, USA
| | - Tullia C Bruno
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, USA.
- Tumor Microenvironment Center, Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA.
- Hillman Cancer Center, Pittsburgh, PA, USA.
- Cancer Immunology and Immunotherapy Program, UPMC Hillman Cancer Center, Pittsburgh, PA, USA.
| |
Collapse
|
15
|
Lahman MC, Paulson KG, Nghiem PT, Chapuis AG. Quality Is King: Fundamental Insights into Tumor Antigenicity from Virus-Associated Merkel Cell Carcinoma. J Invest Dermatol 2021; 141:1897-1905. [PMID: 33863500 DOI: 10.1016/j.jid.2020.12.037] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 11/27/2020] [Accepted: 12/18/2020] [Indexed: 12/27/2022]
Abstract
Merkel cell carcinoma (MCC) is a rare skin malignancy that is a paradigm cancer for solid tumor immunotherapy. MCCs associated with Merkel cell polyomavirus (virus-positive MCC [VP-MCC]) or chronic UV exposure (virus-negative MCC [VN-MCC]) are anti-PD(L)1 responsive, despite VP-MCC's low mutational burden. This suggests that antigen quality, not merely mutation quantity, dictates immunotherapy responsiveness, and cell-based therapies targeting optimal antigens may be effective. Despite VP-MCC's antigenic homogeneity, diverse T-cell infiltration patterns are observed, implying microenvironment plasticity and multifactorial contributions to immune recognition. Moreover, VP-MCC exemplifies how antitumor adaptive immunity can provide tumor burden biomarkers for early detection and disease monitoring.
Collapse
Affiliation(s)
- Miranda C Lahman
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA; Department of Pathology, University of Washington School of Medicine, Seattle, Washington, USA
| | - Kelly G Paulson
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA; Department of Pathology, University of Washington School of Medicine, Seattle, Washington, USA; Medical Oncology, Swedish Cancer Institute, Seattle, Washington, USA; Elson S. Floyd College of Medicine, Washington State University, Spokane, Washington, USA
| | - Paul T Nghiem
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA; Department of Pathology, University of Washington School of Medicine, Seattle, Washington, USA
| | - Aude G Chapuis
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA; Department of Pathology, University of Washington School of Medicine, Seattle, Washington, USA.
| |
Collapse
|
16
|
Lango M, Shnayder Y. Surgical Management of Merkel Cell Carcinoma. Otolaryngol Clin North Am 2021; 54:357-368. [PMID: 33602514 DOI: 10.1016/j.otc.2020.11.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
The incidence of Merkel cell carcinoma (MCC) continues to increase. Understanding of MCC biology has advanced rapidly, with current staging providing valuable prognostic information. MCC treatment often is multidisciplinary. Surgery remains an important component in the staging and treatment, most commonly involving wide excision of the cancer and sentinel lymph node biopsy. Lymphadenectomy is used to treat nodal disease. Radiotherapy enhances locoregional control and possibly survival. Systemic therapies, in particular novel immunotherapies, may be promising in the treatment of advanced or recurrent and metastatic disease.
Collapse
Affiliation(s)
- Miriam Lango
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA.
| | - Yelizaveta Shnayder
- Department of Otolaryngology-Head and Neck Surgery, University of Kansas School of Medicine, 3901 Rainbow Boulevard, Kansas City, KS 66160, USA
| |
Collapse
|
17
|
Davies SI, Barrett J, Wong S, Chang MJ, Muranski PJ, Brownell I. Robust Production of Merkel Cell Polyomavirus Oncogene Specific T Cells From Healthy Donors for Adoptive Transfer. Front Immunol 2020; 11:592721. [PMID: 33362774 PMCID: PMC7756016 DOI: 10.3389/fimmu.2020.592721] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Accepted: 11/04/2020] [Indexed: 12/30/2022] Open
Abstract
Virus positive Merkel cell carcinoma (VP-MCC) is an aggressive but immunogenic skin malignancy driven by Merkel cell polyomavirus (MCPyV) T antigen (TAg). Since adoptive T cell transfer (ACT) can be effective against virus-driven malignancies, we set out to develop a methodology for generating MCPyV TAg specific T cells. MCPyV is a common, asymptomatic infection and virus-exposed healthy donors represent a potential source of MCPyV TAg specific T cells for ACT. Virus specific T cells were generated using monocyte-derived dendritic cells (moDCs) pulsed with MCPyV TAg peptide libraries and co-cultured with autologous T cells in supplemented with pro-inflammatory and homeostatic cytokines for 14 days. Specific reactivity was observed predominantly within the CD4+ T cell compartment in the cultures generated from 21/46 random healthy donors. Notably, responses were more often seen in donors aged 50 years and older. TAg specific CD4+ T cells specifically secreted Th1 cytokines and upregulated CD137 upon challenge with MCPyV TAg peptide libraries and autologous transduced antigen presenting cells. Expanded T cells from healthy donors recognized epitopes of both TAg splice variants found in VP-MCC tumors, and minimally expressed exhaustion markers. Our data show that MCPyV specific T cells can be expanded from healthy donors using methods appropriate for the manufacture of clinical grade ACT products.
Collapse
Affiliation(s)
- Sarah I Davies
- Hematology Branch, National Heart, Lung, and Blood Institute, Bethesda, MD, United States.,Department of Microbiology & Immunology, Georgetown University Medical Center, Washington, DC, United States.,Dermatology Branch, National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health (NIH), Bethesda, MD, United States
| | - John Barrett
- Hematology Branch, National Heart, Lung, and Blood Institute, Bethesda, MD, United States
| | - Susan Wong
- Hematology Branch, National Heart, Lung, and Blood Institute, Bethesda, MD, United States
| | - Mark Jesse Chang
- Hematology Branch, National Heart, Lung, and Blood Institute, Bethesda, MD, United States
| | - Pawel J Muranski
- Hematology Branch, National Heart, Lung, and Blood Institute, Bethesda, MD, United States.,Columbia Center for Translational Immunology (CCTI), Cellular Immunotherapy Laboratory, Columbia University Medical Center, New York City, NY, United States
| | - Isaac Brownell
- Dermatology Branch, National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health (NIH), Bethesda, MD, United States
| |
Collapse
|
18
|
Khaddour K, Rosman IS, Dehdashti F, Ansstas G. Durable remission after rechallenge with ipilimumab and nivolumab in metastatic Merkel cell carcinoma refractory to avelumab: Any role for sequential immunotherapy? J Dermatol 2020; 48:e80-e81. [DOI: 10.1111/1346-8138.15621] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Affiliation(s)
- Karam Khaddour
- Division of Medical Oncology Department of MedicineWashington University in St Louis St LouisMissouriUSA
| | - Ilana S. Rosman
- Division of DermatologyWashington University in St Louis St LouisMissouriUSA
- Department of Pathology and ImmunologyWashington University in St Louis St LouisMissouriUSA
| | - Farrokh Dehdashti
- Division of Nuclear Medicine Department of Radiology Washington University in St Louis St Louis Missouri USA
| | - George Ansstas
- Division of Medical Oncology Department of MedicineWashington University in St Louis St LouisMissouriUSA
| |
Collapse
|
19
|
Marchand A, Kervarrec T, Bhatia S, Samimi M. Pembrolizumab and other immune checkpoint inhibitors in locally advanced or metastatic Merkel Cell Carcinoma: safety and efficacy. Expert Rev Anticancer Ther 2020; 20:1093-1106. [PMID: 33044876 DOI: 10.1080/14737140.2021.1835477] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
INTRODUCTION Merkel Cell Carcinoma (MCC) is a rare aggressive skin cancer, mostly affecting elderly patients. Until recently, patients with advanced disease were treated with cytotoxic chemotherapies despite rapid chemoresistance and high toxicity. As with other cancers, immune checkpoint inhibitors (CPI), including pembrolizumab, allow durable responses with a manageable safety profile in these patients. AREAS COVERED This review describes the rationale for using PD-1/PD-L1 inhibitors in MCC, as well as efficacy and safety results from the three open-label trials investigating pembrolizumab or other PD-1/PD-L1 inhibitors in patients with advanced MCC. Real-life experience and predictive pre-treatment biomarkers are discussed to assess which patients are likely to be candidates for such strategies. Ongoing fields of research include the use of CPI in the adjuvant or neoadjuvant setting and combined strategies in refractory patients. Expert Opinion: CPI have become the standard of care for frontline treatment in patients with advanced MCC. Earlier introduction of CPI in the disease course, including neo-adjuvant and adjuvant settings, is likely to improve the outcomes further. Given the rarity of this cancer, we still need to harmonize efforts in order to conduct large-scale trials and efficiently identify best optimal care.
Collapse
Affiliation(s)
- Antoine Marchand
- Dermatology Department, University Hospital of Tours , Tours, France
| | - Thibault Kervarrec
- Pathology Department, University Hospital of Tours , Tours, France.,BIP (Biology of Polyomaviruses), ISP1282 INRA-University of Tours , Tours, France
| | - Shailender Bhatia
- Department of Medicine/Medical Oncology, University of Washington Medical Center , Seattle, Washington, USA.,Clinical Research Division, Fred Hutchinson Cancer Research Center , Seattle, Washington, USA
| | - Mahtab Samimi
- Dermatology Department, University Hospital of Tours , Tours, France.,BIP (Biology of Polyomaviruses), ISP1282 INRA-University of Tours , Tours, France
| |
Collapse
|
20
|
Abstract
PURPOSE OF REVIEW Merkel cell carcinoma (MCC) is a rare and aggressive skin cancer, which is associated in 80% of cases with the Merkel cell polyomavirus (MCPyV). Advanced stages respond to immune checkpoint inhibitors in 50% of cases. Major issues remain unanswered regarding its oncogenesis and optimal treatment. RECENT FINDINGS MCPyV-negative and MCPyV-positive MCCs have been hypothesized to derive from distinct cells, although the cell of origin remains a matter of debate. The crucial role the MCPyV small T oncoprotein was recently confirmed by its ability to inactivate p53, together with its contribution to the metastatic progression. In advanced cases, tumoral microenvironment may adequately predict responses to immunotherapies, and several mechanisms of primary and secondary resistance have been investigated. SUMMARY Identifying the mechanisms of oncogenesis allow experimentation of new therapeutic targets, which remain mandatory even at the era of immunotherapies. Although new insights in the mechanisms of primary and secondary resistance pave the way for development of further immunotherapy strategies, neoadjuvant strategies may challenge our whole approach of the disease.
Collapse
|
21
|
Osipov A, Lim SJ, Popovic A, Azad NS, Laheru DA, Zheng L, Jaffee EM, Wang H, Yarchoan M. Tumor Mutational Burden, Toxicity, and Response of Immune Checkpoint Inhibitors Targeting PD(L)1, CTLA-4, and Combination: A Meta-regression Analysis. Clin Cancer Res 2020; 26:4842-4851. [PMID: 32586938 PMCID: PMC7501151 DOI: 10.1158/1078-0432.ccr-20-0458] [Citation(s) in RCA: 59] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 04/25/2020] [Accepted: 06/18/2020] [Indexed: 12/21/2022]
Abstract
PURPOSE Tumor mutational burden (TMB) has emerged as a potential predictive biomarker for clinical response to ICI therapy, but whether TMB also predicts toxicity remains unknown. We investigated the relationship between TMB, objective response rate (ORR), overall survival (OS), and toxicity for ICI therapy across multiple cancer types. EXPERIMENTAL DESIGN We searched MEDLINE, PubMed, and ASCO/ESMO/AACR meetings for clinical trials of anti-PD(L)1, CTLA-4, or combination in 29 cancer types. We assessed ICI administered, responses (complete or partial response), median OS, OS HR, and grade 3/4 toxicity. We conducted a systematic review, meta-analysis and meta-regression using tumor level TMB data from Foundation Medicine. RESULTS One hundred seventeen clinical trials, which included 12,450 patients treated with ICI therapy were analyzed. Meta-regression analysis revealed that TMB was significantly associated with ORR for anti-PD(L)1, anti-CTLA-4, and combination (P < 0.0001 for all), but not associated with toxicity in all treatment groups. OS data were unavailable for most studies included in our meta-analysis, and the relationship between TMB and OS in this subset was not significant (P = 0.26). In high TMB tumor types (≥10 mut/megabase) the improvement of ORR and increase in grade 3/4 toxicity with combination ICI therapy as compared with PD(L)1 monotherapy were 21.13% and 25.41%, respectively, as compared with 3.73% and 18.78% in low TMB tumor types (<10 mut/megabase). CONCLUSIONS There is a positive association between TMB and clinical response with anti-PD(L)1, anti-CTLA-4, and combination ICIs, but no association between TMB and toxicity. These results imply a favorable risk/benefit ratio for ICIs in tumors with a higher TMB.
Collapse
Affiliation(s)
- Arsen Osipov
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Su Jin Lim
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Aleksandra Popovic
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Nilofer S Azad
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Daniel A Laheru
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Lei Zheng
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Elizabeth M Jaffee
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Hao Wang
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Mark Yarchoan
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| |
Collapse
|
22
|
Levy S, Aarts MJB, Eskens FALM, Keymeulen KBMI, Been LB, Grünhagen D, van Akkooi A, Jalving M, Tesselaar MET. Avelumab for advanced Merkel cell carcinoma in the Netherlands: a real-world cohort. J Immunother Cancer 2020; 8:e001076. [PMID: 32948651 PMCID: PMC7511642 DOI: 10.1136/jitc-2020-001076] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/18/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Merkel cell carcinoma (MCC) is associated with high recurrence rates and poor survival when metastatic disease is present. The immune checkpoint inhibitor avelumab has shown high response rates (RRs) and durable responses in patients with advanced MCC (aMCC) in clinical trials. To date, only results from clinical trials, patients treated in an expanded access program and very small numbers of patients have been reported. In this study, detailed real-world efficacy and toxicity data of avelumab in patients with aMCC are reported. METHODS Patients with aMCC treated in four dedicated referral centers in the Netherlands were analyzed from February 2017 until December 2019. Patients were included if they had received at least one administration of avelumab, regardless of previous lines of therapy. Patient data were collected retrospectively from patient records. Primary endpoints were response rate (RR) and duration of response (DOR). Secondary endpoints were progression-free survival (PFS), overall survival (OS), and toxicity. RESULTS Fifty-four patients received avelumab. Eight (15%) patients had locally advanced disease (laMCC). In 40 (74%) patients, avelumab was first-line treatment, these included all patients with laMCC. The median follow-up was 8.9 (range 0.5-35.9) months. RR was 57% (n=31) with 24% (n=13) of patients achieving a complete response. The median DOR was 8.4 (range 1.3-22.1) months and 23 (43%) patients had an ongoing response at the end of the study. The median PFS was 8.6 (95% CI 1.6-15.5) months, and the median OS was 25.8 (95% CI 9.1-42.4) months. Six (11%) patients experienced grade 3 toxicity. No grade 4-5 toxicity was seen. CONCLUSIONS In this real-world cohort, clinical efficacy and toxicity outcomes in clinical practice were in line with results from clinical trials and showed relatively high RRs and durable responses in patients with aMCC.
Collapse
Affiliation(s)
- Sonja Levy
- Department of Medical Oncology, Antoni van Leeuwenhoek Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Maureen J B Aarts
- Department of Medical Oncology, Maastricht University Medical Center+, Maastricht, Limburg, The Netherlands
| | - Ferry A L M Eskens
- Department of Medical Oncology, Erasmus Medical Center, Rotterdam, Zuid-Holland, The Netherlands
| | - Kristien B M I Keymeulen
- Department of Surgery, Maastricht University Medical Center+, Maastricht, Limburg, The Netherlands
| | - Lukas B Been
- Department of Surgical Oncology, University Medical Center Groningen, Groningen, The Netherlands
| | - Dirk Grünhagen
- Department of General Surgery, Erasmus Medical Center, Rotterdam, Zuid-Holland, The Netherlands
| | - Alexander van Akkooi
- Department of Surgical Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Mathilde Jalving
- Department of Medical Oncology, University Medical Center Groningen, Groningen, The Netherlands
| | - Margot E T Tesselaar
- Department of Medical Oncology, Antoni van Leeuwenhoek Netherlands Cancer Institute, Amsterdam, The Netherlands
| |
Collapse
|
23
|
Kanemaru H, Fukushima S, Mizukami Y, Sawamura S, Nakamura K, Honda N, Makino K, Kajihara I, Aoi J, Makino T, Kawasaki T, Kudou E, Jhono M, Ito T, Arima N, Ihn H. Single administration of avelumab induced a complete response in thyroid transcription factor 1-positive combined Merkel cell carcinoma. J Dermatol 2020; 47:1317-1321. [PMID: 32794263 DOI: 10.1111/1346-8138.15543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2020] [Accepted: 07/14/2020] [Indexed: 11/28/2022]
Abstract
Merkel cell carcinoma (MCC) is an aggressive neoplasm and patients with metastasis have poor survival outcomes. Recently, avelumab, an anti-programmed death ligand 1 (PD-L1) immune checkpoint inhibitor, was approved for first-line treatment in patients with metastatic MCC. While the administration interval of avelumab is every 2 weeks, the durable effect of a single administration of avelumab is unknown. Additionally, the effect of avelumab in pure MCC or combined MCC concurrent with non-MCC histology has not been fully elucidated. Herein, we report a case of combined MCC concurrent with squamous cell carcinoma; the patient had a complete response after a single administration of avelumab. Although the levels of avelumab were outside the detection limit within 12 weeks, a remarkable efficacy remained for more than 28 weeks after administration. Immunohistochemical analyses revealed that the expression of PD-L1 and Merkel cell polyomavirus large T antigen was almost negative or only partial in the primary tumor lesion of this patient. Conversely, thyroid transcription factor 1 (TTF-1) expression was positive in the primary MCC lesion, which is consistent with a previous report that combined MCC is positive for TTF-1 expression. In conclusion, this case study presents a rare case of TTF-1-positive combined MCC showing complete response after a single administration of avelumab.
Collapse
Affiliation(s)
- Hisashi Kanemaru
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Satoshi Fukushima
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Yukari Mizukami
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Soichiro Sawamura
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Kayo Nakamura
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Noritoshi Honda
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Katsunari Makino
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Ikko Kajihara
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Jun Aoi
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Takamitsu Makino
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Takeshi Kawasaki
- Department of Gastroenterology and Hepatology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Erina Kudou
- Division of Dermatology, Kumamoto Shinto General Hospital, Kumamoto, Japan
| | - Masayoshi Jhono
- Division of Dermatology, Kumamoto Shinto General Hospital, Kumamoto, Japan
| | - Takaaki Ito
- Department of Pathology and Experimental Medicine, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Nobuyuki Arima
- Department of Pathology, Kumamoto Shinto General Hospital, Kumamoto, Japan
| | - Hironobu Ihn
- Department of Dermatology and Plastic Surgery, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| |
Collapse
|
24
|
Topalian SL, Bhatia S, Amin A, Kudchadkar RR, Sharfman WH, Lebbé C, Delord JP, Dunn LA, Shinohara MM, Kulikauskas R, Chung CH, Martens UM, Ferris RL, Stein JE, Engle EL, Devriese LA, Lao CD, Gu J, Li B, Chen T, Barrows A, Horvath A, Taube JM, Nghiem P. Neoadjuvant Nivolumab for Patients With Resectable Merkel Cell Carcinoma in the CheckMate 358 Trial. J Clin Oncol 2020; 38:2476-2487. [PMID: 32324435 PMCID: PMC7392746 DOI: 10.1200/jco.20.00201] [Citation(s) in RCA: 119] [Impact Index Per Article: 29.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/16/2020] [Indexed: 12/12/2022] Open
Abstract
PURPOSE Merkel cell carcinoma (MCC) is a rare, aggressive skin cancer commonly driven by the Merkel cell polyomavirus (MCPyV). The programmed death-1 (PD-1)/programmed death-ligand 1 (PD-L1) immunosuppressive pathway is often upregulated in MCC, and advanced metastatic MCC frequently responds to PD-1 blockade. We report what we believe to be the first trial of anti-PD-1 in the neoadjuvant setting for resectable MCC. METHODS In the phase I/II CheckMate 358 study of virus-associated cancer types, patients with resectable MCC received nivolumab 240 mg intravenously on days 1 and 15. Surgery was planned on day 29. Tumor regression was assessed radiographically and microscopically. Tumor MCPyV status, PD-L1 expression, and tumor mutational burden (TMB) were assessed in pretreatment tumor biopsies. RESULTS Thirty-nine patients with American Joint Committee on Cancer stage IIA-IV resectable MCC received ≥ 1 nivolumab dose. Three patients (7.7%) did not undergo surgery because of tumor progression (n = 1) or adverse events (n = 2). Any-grade treatment-related adverse events occurred in 18 patients (46.2%), and grade 3-4 events in 3 patients (7.7%), with no unexpected toxicities. Among 36 patients who underwent surgery, 17 (47.2%) achieved a pathologic complete response (pCR). Among 33 radiographically evaluable patients who underwent surgery, 18 (54.5%) had tumor reductions ≥ 30%. Responses were observed regardless of tumor MCPyV, PD-L1, or TMB status. At a median follow-up of 20.3 months, median recurrence-free survival (RFS) and overall survival were not reached. RFS significantly correlated with pCR and radiographic response at the time of surgery. No patient with a pCR had tumor relapse during observation. CONCLUSION Nivolumab administered approximately 4 weeks before surgery in MCC was generally tolerable and induced pCRs and radiographic tumor regressions in approximately one half of treated patients. These early markers of response significantly predicted improved RFS. Additional investigation of these promising findings is warranted.
Collapse
Affiliation(s)
- Suzanne L. Topalian
- Johns Hopkins Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD
| | | | - Asim Amin
- Levine Cancer Institute, Atrium Healthcare, Charlotte, NC
| | | | - William H. Sharfman
- Johns Hopkins Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD
| | - Celeste Lebbé
- Université de Paris, INSERM U976, and Dermatology and CIC, AP-HP, Saint Louis Hospital, Paris, France
| | | | - Lara A. Dunn
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Rima Kulikauskas
- University of Washington, Seattle Cancer Care Alliance, Seattle, WA
| | | | | | - Robert L. Ferris
- University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh, PA
| | - Julie E. Stein
- Johns Hopkins Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD
| | - Elizabeth L. Engle
- Johns Hopkins Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD
| | - Lot A. Devriese
- University Medical Center Utrecht, Cancer Center, Utrecht, the Netherlands
| | | | | | - Bin Li
- Bristol Myers Squibb, Princeton, NJ
| | | | | | | | - Janis M. Taube
- Johns Hopkins Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD
| | - Paul Nghiem
- University of Washington, Seattle Cancer Care Alliance, Seattle, WA
| |
Collapse
|
25
|
The presence of Merkel cell carcinoma polyomavirus is associated with a distinct phenotype in neoplastic Merkel cell carcinoma cells and their tissue microenvironment. PLoS One 2020; 15:e0232517. [PMID: 32687503 PMCID: PMC7371188 DOI: 10.1371/journal.pone.0232517] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Accepted: 06/26/2020] [Indexed: 12/11/2022] Open
Abstract
AIMS Merkel cell carcinoma (MCC) is an aggressive primary neuroendocrine tumor of the skin, associated with Merkel cell polyomavirus (MCPyV) in 49-89% of cases, depending on the country of origin and the techniques of detection. The presence of MCPyV defines heterogeneity in MCC; MCPyV-negative cases bear a much higher mutational load, with a distinct ultraviolet signature pattern featuring C > T transitions, as a consequence of exposure to ultraviolet light radiation. MCC stroma has not been thoroughly studied, although MCC patients benefit from therapy targeting PD1/PDL1. METHODS AND RESULTS In this study, using Tissue Microarrays and immunohistochemistry, we have analyzed a series of 219 MCC cases in relation to the presence of MCPyV, and confirmed that the presence of MCPyV is associated with changes not only in the neoplastic cells, but also in the composition of the tumor stroma. Thus, MCPyV, found in 101/176 (57,4%) analyzable cases, exhibits changes in its tumor morphology, the density of the inflammatory infiltrate, the phenotype of the neoplastic cells, and the cell composition of the tumor stroma. MCPyV presence is negatively correlated with a higher level of p53 expression, and associated with a very high frequency (86%) of HLA-I expression loss, a higher apoptotic index, and a stroma richer in T-cells, cytotoxic T-cells, macrophages, PDL1-positive macrophages, and B-cells. CONCLUSIONS Our findings provide evidence of the basic heterogeneity of MCC, supporting the hypothesis that the presence of MCPyV may induce a rich inflammatory response, which is at least partially avoided through loss of HLA-I antigen expression. On the other hand, MCPyV-negative cases show a much higher frequency of stronger p53 expression and, probably, p53 alterations.
Collapse
|
26
|
Lérias JR, Paraschoudi G, de Sousa E, Martins J, Condeço C, Figueiredo N, Carvalho C, Dodoo E, Castillo-Martin M, Beltrán A, Ligeiro D, Rao M, Zumla A, Maeurer M. Microbes as Master Immunomodulators: Immunopathology, Cancer and Personalized Immunotherapies. Front Cell Dev Biol 2020; 7:362. [PMID: 32039196 PMCID: PMC6989410 DOI: 10.3389/fcell.2019.00362] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2019] [Accepted: 12/12/2019] [Indexed: 12/12/2022] Open
Abstract
The intricate interplay between the immune system and microbes is an essential part of the physiological homeostasis in health and disease. Immunological recognition of commensal microbes, such as bacterial species resident in the gut or lung as well as dormant viral species, i.e., cytomegalovirus (CMV) or Epstein-Barr virus (EBV), in combination with a balanced immune regulation, is central to achieve immune-protection. Emerging evidence suggests that immune responses primed to guard against commensal microbes may cause unexpected pathological outcomes, e.g., chronic inflammation and/or malignant transformation. Furthermore, translocation of immune cells from one anatomical compartment to another, i.e., the gut-lung axis via the lymphatics or blood has been identified as an important factor in perpetrating systemic inflammation, tissue destruction, as well as modulating host-protective immune responses. We present in this review immune response patterns to pathogenic as well as non-pathogenic microbes and how these immune-recognition profiles affect local immune responses or malignant transformation. We discuss personalized immunological therapies which, directly or indirectly, target host biological pathways modulated by antimicrobial immune responses.
Collapse
Affiliation(s)
- Joana R. Lérias
- ImmunoSurgery Unit, Champalimaud Centre for the Unknown, Lisbon, Portugal
| | | | - Eric de Sousa
- ImmunoSurgery Unit, Champalimaud Centre for the Unknown, Lisbon, Portugal
| | - João Martins
- ImmunoSurgery Unit, Champalimaud Centre for the Unknown, Lisbon, Portugal
| | - Carolina Condeço
- ImmunoSurgery Unit, Champalimaud Centre for the Unknown, Lisbon, Portugal
| | - Nuno Figueiredo
- Digestive Unit, Champalimaud Centre for the Unknown, Lisbon, Portugal
| | - Carlos Carvalho
- Digestive Unit, Champalimaud Centre for the Unknown, Lisbon, Portugal
| | | | | | - Antonio Beltrán
- Department of Pathology, Champalimaud Centre for the Unknown, Lisbon, Portugal
| | - Dário Ligeiro
- Lisbon Centre for Blood and Transplantation, Instituto Português do Sangue e Transplantação, Lisbon, Portugal
| | - Martin Rao
- ImmunoSurgery Unit, Champalimaud Centre for the Unknown, Lisbon, Portugal
| | - Alimuddin Zumla
- Division of Infection and Immunity, NIHR Biomedical Research Centre, University College London Hospitals NHS Foundation Trust, University College London, London, United Kingdom
| | - Markus Maeurer
- ImmunoSurgery Unit, Champalimaud Centre for the Unknown, Lisbon, Portugal
| |
Collapse
|
27
|
Abstract
Merkel cell carcinoma (MCC) is a rare and aggressive neuroendocrine skin cancer that has been historically associated with limited treatment options and poor prognosis. In the past 10 years, research in MCC has progressed significantly, demonstrating improved outcomes when treating with immunotherapy, particularly PD-1/PD-L1 inhibitors, when compared with conventional chemotherapy. There is also increasing evidence of the abscopal effect, a phenomenon describing the regression of untreated, distant MCC tumors following local radiation therapy. Additionally, antibodies to Merkel cell polyomavirus oncoproteins have been found to correlate with disease burden in a subset of patients, providing a useful tool for surveillance after treatment. Guidelines for the management of MCC will likely continue to change as research on surveillance and treatment of MCC continues.
Collapse
Affiliation(s)
- Caitlin G. Robinson
- Colorado Springs Dermatology Clinic, 170 South Parkside Drive, Colorado Springs, CO, 80910, USA
| | - Daniel Tan
- Department of Dermatology, University of California San Francisco, 1701 Divisadero Street, San Francisco, CA, 94115, USA
| | - Siegrid S. Yu
- Department of Dermatology, University of California San Francisco, 1701 Divisadero Street, San Francisco, CA, 94115, USA
| |
Collapse
|
28
|
Samimi M, Benlalam H, Aumond P, Gaboriaud P, Fradin D, Kervarrec T, Florenceau L, Vignard V, Blom A, Touzé A, Gervois N, Labarriere N. Viral and tumor antigen-specific CD8 T-cell responses in Merkel cell carcinoma. Cell Immunol 2019; 344:103961. [PMID: 31472938 DOI: 10.1016/j.cellimm.2019.103961] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Accepted: 07/31/2019] [Indexed: 12/23/2022]
Abstract
Merkel cell carcinoma (MCC) is a rare and aggressive cutaneous cancer, which is immunogenic, regardless of the presence of MCPyV (80% of cases). The identification of MCC-specific epitopes recognized by CD8 T cells is crucial to expand the arsenal of immunotherapeutic treatments. Until now, most efforts focused on the identification of virus-specific epitopes, whereas immune responses directed against shared cellular tumor-specific antigens have not been evidenced. In this study, we measured T-cell responses against viral (n = 3) and tumor antigens (n = 47) from TILs derived from 21 MCC tumors. Virus-specific CD8 T-cell responses dominated MCC-specific immune responses, and we identified two new HLA-peptide complexes derived from the LT antigen, located in a region encompassing 3 previously identified epitopes. Finally, we show that MAGE-A3 antigen, frequently expressed by MCC tumors, was recognized by CD8 TILs from a virus-negative MCC tumor and thus could be a target for immunotherapy in this setting.
Collapse
Affiliation(s)
- Mahtab Samimi
- CRCINA, INSERM, Université d'Angers, Université de Nantes, Nantes, France; Laboratoire "Biologie des infections à polyomavirus", ISP1282 INRA Université de Tours, France; Dermatology Department, University of Tours, CHU Tours, Tours, France
| | - Houssem Benlalam
- CRCINA, INSERM, Université d'Angers, Université de Nantes, Nantes, France; LabEx IGO "Immunotherapy, Graft, Oncology", Nantes, France.
| | - Pascal Aumond
- CRCINA, INSERM, Université d'Angers, Université de Nantes, Nantes, France; LabEx IGO "Immunotherapy, Graft, Oncology", Nantes, France
| | - Pauline Gaboriaud
- Laboratoire "Biologie des infections à polyomavirus", ISP1282 INRA Université de Tours, France
| | - Delphine Fradin
- CRCINA, INSERM, Université d'Angers, Université de Nantes, Nantes, France
| | - Thibault Kervarrec
- Laboratoire "Biologie des infections à polyomavirus", ISP1282 INRA Université de Tours, France; Pathology Department, University of Tours, CHU Tours, Tours, France
| | - Laetitia Florenceau
- CRCINA, INSERM, Université d'Angers, Université de Nantes, Nantes, France; LabEx IGO "Immunotherapy, Graft, Oncology", Nantes, France
| | - Virginie Vignard
- CRCINA, INSERM, Université d'Angers, Université de Nantes, Nantes, France; LabEx IGO "Immunotherapy, Graft, Oncology", Nantes, France; CHU Nantes, Nantes, France
| | - Astrid Blom
- Dermatology Department, Hôpital Ambroise Paré, Paris, France
| | - Antoine Touzé
- Laboratoire "Biologie des infections à polyomavirus", ISP1282 INRA Université de Tours, France
| | - Nadine Gervois
- CRCINA, INSERM, Université d'Angers, Université de Nantes, Nantes, France; LabEx IGO "Immunotherapy, Graft, Oncology", Nantes, France
| | - Nathalie Labarriere
- CRCINA, INSERM, Université d'Angers, Université de Nantes, Nantes, France; LabEx IGO "Immunotherapy, Graft, Oncology", Nantes, France
| |
Collapse
|