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Cheng S, Li S, Yang P, Wang R, Zhou P, Li J. Dissecting the tumour immune microenvironment in merkel cell carcinoma based on a machine learning framework. ARTIFICIAL CELLS, NANOMEDICINE, AND BIOTECHNOLOGY 2023; 51:397-407. [PMID: 37676035 DOI: 10.1080/21691401.2023.2244998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 07/13/2023] [Accepted: 08/02/2023] [Indexed: 09/08/2023]
Abstract
Merkel cell carcinoma (MCC) is a primary cutaneous neoplasm of neuroendocrine carcinoma of the skin, which is characterized by molecular heterogeneity with diverse tumour microenvironment (TME). However, we are still lack knowledge of the cellular states and ecosystems in MCC. Here, we systematically identified and characterized the landscape of cellular states and ecotypes in MCC based on a machine learning framework. We obtained 30 distinct cellular states from 9 immune cell types and investigated the B cell, CD8 T cell, fibroblast, and monocytes/macrophage cellular states in detail. The functional profiling of cellular states were investigated and found the genes highly expressed in cellular states were significantly enriched in immune- and cancer hallmark-related pathways. In addition, four ecotypes were further identified which were with different patient compositions. Transcriptional regulation analysis revealed the critical transcription factors (i.e. E2F1, E2F3 and E2F7), which play important roles in regulating the TME of MCC. In summary, the findings of this study may provide rich knowledge to understand the intrinsic subtypes of MCCs and the pathways involved in distinct subtype oncogenesis, and will further advance the knowledge in developing a specific therapeutic strategy for these MCC subtypes.
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Affiliation(s)
- Shaowen Cheng
- Department of Wound Repair, The First Affiliated Hospital of Hainan Medical University, Haikou, China
| | - Si Li
- College of Biomedical Information and Engineering, Hainan Medical University, Haikou, China
| | - Ping Yang
- Department of Radiotherapy, The First Affiliated Hospital of Hainan Medical University, Haikou, China
| | - Rong Wang
- Department of Wound Repair, The First Affiliated Hospital of Hainan Medical University, Haikou, China
| | - Ping Zhou
- Department of Radiotherapy, The First Affiliated Hospital of Hainan Medical University, Haikou, China
| | - Jingquan Li
- The First Affiliated Hospital of Hainan Medical University, Haikou, China
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Gambichler T, Majchrzak-Stiller B, Peters I, Becker JC, Strotmann J, Abu Rached N, Müller T, Uhl W, Buchholz M, Braumann C. The effect of GP-2250 on cultured virus-negative Merkel cell carcinoma cells: preliminary results. J Cancer Res Clin Oncol 2023; 149:10831-10840. [PMID: 37311987 PMCID: PMC10423113 DOI: 10.1007/s00432-023-04960-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Accepted: 06/01/2023] [Indexed: 06/15/2023]
Abstract
BACKGROUND Even in the novel immunotherapy era, Merkel cell carcinoma (MCC) remains challenging in its treatment. Apart from Merkel cell polyomavirus (MCPyV) associated MCC, this cancer is linked in about 20% of cases to ultraviolet-induced mutational burden frequently causing aberrations in Notch and PI3K/AKT/mTOR signalling pathways. The recently developed agent GP-2250 is capable to inhibit growth of cells of different cancers, including pancreatic neuroendocrine tumors. The objective of the present study was to investigate the effects of GP-2250 on MCPyV-negative MCC cells. METHODS Methods We employed three cell lines (MCC13, MCC14.2, MCC26) which were exposed to different GP-2250doses. GP-2250's effects on cell viability, proliferation, and migration were evaluated by means of MTT, BrdU, and scratch assays, respectively. Flow cytometry was performed for the evaluation of apoptosis and necrosis. Western blotting was implemented for the determination of AKT, mTOR, STAT3, and Notch1 protein expression. RESULTS Cell viability, proliferation, and migration decreased with increasing GP-2250 doses. Flow cytometry revealed a dose response to GP-2250 in all three MCC cell lines. While the viable fraction decreased, the share of necrotic and in a smaller amount the apoptotic cells increased. Regarding Notch1, AKT, mTOR, and STAT3 expression a comparatively time- and dose-dependent decrease of protein expression in the MCC13 and MCC26 cell lines was observed. By contrast, Notch1, AKT, mTOR, and STAT3 expression in MCC14.2 was scarcely altered or even increased by the three dosages of GP-2250 applied. CONCLUSIONS The present study indicates GP-2250 having anti-neoplastic effects in MCPyV-negative tumor cells in regard to viability, proliferation, and migration. Moreover, the substance is capable of downregulating protein expression of aberrant tumorigenic pathways in MCPyV-negative MCC cells.
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Affiliation(s)
- Thilo Gambichler
- Skin Cancer Center Ruhr-University, Department of Dermatology, Venereology and Allergology, Ruhr-University Bochum, Bochum, Germany
| | - Britta Majchrzak-Stiller
- Department of General and Visceral Surgery, Division of Molecular and Clinical Research, St. Josef-Hospital, Ruhr-University Bochum, 44791 Bochum, Germany
| | - Ilka Peters
- Department of General and Visceral Surgery, Division of Molecular and Clinical Research, St. Josef-Hospital, Ruhr-University Bochum, 44791 Bochum, Germany
| | - Jürgen C. Becker
- Translational Skin Cancer Research, German Cancer Consortium (DKTK) Partner Site Essen/Düsseldorf, Department of Dermatology, University Duisburg-Essen, Essen, Germany
- Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
| | - Johanna Strotmann
- Department of General and Visceral Surgery, Division of Molecular and Clinical Research, St. Josef-Hospital, Ruhr-University Bochum, 44791 Bochum, Germany
| | - Nessr Abu Rached
- Skin Cancer Center Ruhr-University, Department of Dermatology, Venereology and Allergology, Ruhr-University Bochum, Bochum, Germany
| | | | - Waldemar Uhl
- Department of General and Visceral Surgery, Division of Molecular and Clinical Research, St. Josef-Hospital, Ruhr-University Bochum, 44791 Bochum, Germany
| | - Marie Buchholz
- Department of General and Visceral Surgery, Division of Molecular and Clinical Research, St. Josef-Hospital, Ruhr-University Bochum, 44791 Bochum, Germany
| | - Chris Braumann
- Department of General and Visceral Surgery, Division of Molecular and Clinical Research, St. Josef-Hospital, Ruhr-University Bochum, 44791 Bochum, Germany
- Department of General, Visceral and Vascular Surgery, Evangelische Kliniken Gelsenkirchen, Akademisches Lehrkrankenhaus der Universität Duisburg-Essen, 45878 Gelsenkirchen, Germany
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Al-Noshokaty TM, Elballal MS, Helal GK, Abulsoud AI, Elshaer SS, El-Husseiny AA, Fathi D, Abdelmaksoud NM, Abdel Mageed SS, Midan HM, Zaki MB, Abd-Elmawla MA, Rizk NI, Elrebehy MA, Zewail MB, Mohammed OA, Doghish AS. miRNAs driving diagnosis, prognosis and progression in Merkel cell carcinoma. Pathol Res Pract 2023; 249:154763. [PMID: 37595447 DOI: 10.1016/j.prp.2023.154763] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 08/09/2023] [Accepted: 08/12/2023] [Indexed: 08/20/2023]
Abstract
Merkel cell carcinoma (MCC) is a rare, aggressive form of skin malignancy with a high recurrence commonly within two to three years of initial diagnosis. The incidence of MCC has nearly doubled in the past few decades. Options for diagnosing, assessing, and treating MCC are limited. MicroRNAs (miRNAs) are a class of small, non-coding RNA molecules that play an important role in controlling many different aspects of cell biology. Many miRNAs are aberrantly expressed in distinct types of cancer, with some serving as tumor suppressors and others as oncomiRs. Therefore, the future holds great promise for the utilization of miRNAs in enhancing diagnostic, prognostic, and therapeutic approaches for MCC. Accordingly, the goal of this article is to compile, summarize, and discuss the latest research on miRNAs in MCC, highlighting their potential clinical utility as diagnostic and prognostic biomarkers.
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Affiliation(s)
- Tohada M Al-Noshokaty
- Biochemistry Department, Faculty of Pharmacy, Heliopolis University, Cairo 11785, Egypt
| | - Mohammed S Elballal
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, Cairo 11829, Egypt
| | - Gouda Kamel Helal
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Al-Azhar University, Cairo 11231, Egypt; Department of Pharmacology and Toxicology, Faculty of Pharmacy, Heliopolis University, Cairo 11785, Egypt
| | - Ahmed I Abulsoud
- Biochemistry Department, Faculty of Pharmacy, Heliopolis University, Cairo 11785, Egypt; Biochemistry and Molecular Biology Department, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr City 11231, Cairo, Egypt.
| | - Shereen Saeid Elshaer
- Biochemistry Department, Faculty of Pharmacy, Heliopolis University, Cairo 11785, Egypt; Department of Biochemistry, Faculty of Pharmacy (Girls), Al-Azhar University, Nasr City, Cairo 11823, Egypt
| | - Ahmed A El-Husseiny
- Biochemistry and Molecular Biology Department, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr City 11231, Cairo, Egypt; Department of Biochemistry, Faculty of Pharmacy, Egyptian Russian University, Badr City 11829 Cairo, Egypt
| | - Doaa Fathi
- Biochemistry Department, Faculty of Pharmacy, Heliopolis University, Cairo 11785, Egypt
| | | | - Sherif S Abdel Mageed
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, Cairo 11829, Egypt
| | - Heba M Midan
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, Cairo 11829, Egypt
| | - Mohamed Bakr Zaki
- Biochemistry, Department of Biochemistry, Faculty of Pharmacy, University of Sadat City, Menoufia 32897, Egypt
| | - Mai A Abd-Elmawla
- Biochemistry, Department of Biochemistry, Faculty of Pharmacy, Cairo University, Cairo, Egypt
| | - Nehal I Rizk
- Biochemistry Department, Faculty of Pharmacy, Heliopolis University, Cairo 11785, Egypt
| | - Mahmoud A Elrebehy
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, Cairo 11829, Egypt
| | - Moataz B Zewail
- Department of Pharmaceutics and Industrial Pharmacy, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, Cairo 11829, Egypt
| | - Osama A Mohammed
- Department of Clinical Pharmacology, College of Medicine, University of Bisha, Bisha 61922, Saudi Arabia
| | - Ahmed S Doghish
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, Cairo 11829, Egypt; Biochemistry and Molecular Biology Department, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr City 11231, Cairo, Egypt.
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Karpinski P, Rosales I, Laczmanski L, Kowalik A, Wenson S, Hoang MP. Expression of Genes Associated With Epithelial-Mesenchymal Transition in Merkel Cell Polyomavirus-Negative Merkel Cell Carcinoma. J Transl Med 2023; 103:100177. [PMID: 37207705 DOI: 10.1016/j.labinv.2023.100177] [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: 12/28/2022] [Revised: 05/09/2023] [Accepted: 05/10/2023] [Indexed: 05/21/2023] Open
Abstract
Two accepted possible pathways for Merkel cell carcinoma (MCC) pathogenesis include the clonal integration of the Merkel cell polyomavirus (MCPyV) into the neoplastic cells and by UV irradiation. We hypothesize that, in UV etiology, the expression of genes associated with epithelial-mesenchymal transition (EMT) would be higher in MCPyV-negative MCCs. We compared RNA expression in 16 MCPyV-negative with that in 14 MCPyV-positive MCCs in 30 patients using NanoString panel of 760 gene targets as an exploratory method. Subsequently, we confirmed the findings with a publicly available RNA sequencing data set. The NanoString method showed that 29 of 760 genes exhibited significant deregulation. Ten genes (CD44, COL6A3, COL11A1, CXCL8, INHBA, MMP1, NID2, SPP1, THBS1, and THY1) were part of the EMT pathway. The expression of CDH1/E-cadherin, a key EMT gene, and TWIST1, regulator gene of EMT, was higher in MCPyV-negative tumors. To further investigate the expression of EMT genes in MCPyV-negative MCCs, we analyzed publicly available RNA sequencing data of 111 primary MCCs. Differential expression and gene set enrichment analysis of 35 MCPyV-negative versus 76 MCPyV-positive MCCs demonstrated significantly higher expression of EMT-related genes and associated pathways such as Notch signaling, TGF-β signaling, and Hedgehog signaling, and UV response pathway in MCPyV-negative MCCs. The significance of the EMT pathway in MCPyV-negative MCCs was confirmed independently by a coexpression module analysis. One of the modules (M3) was specifically activated in MCPyV-negative MCCs and showed significant enrichment for genes involved in EMT. A network analysis of module M3 revealed that CDH1/E-cadherin was among the most connected genes (hubs). E-cadherin and LEF1 immunostains demonstrated significantly more frequent expression in MCPvV-negative versus MCPyV-positive tumors (P < .0001). In summary, our study showed that the expression of EMT-associated genes is higher in MCPyV-negative MCC. Because EMT-related proteins can be targeted, the identification of EMT pathways in MCPyV-negative MCCs is of potential therapeutic relevance.
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Affiliation(s)
- Pawel Karpinski
- Department of Genetics, Wroclaw Medical University, Wroclaw, Poland; Ludwik Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, Laboratory of Genomics and Bioinformatics, Wroclaw, Poland
| | - Ivy Rosales
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Lukasz Laczmanski
- Ludwik Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, Laboratory of Genomics and Bioinformatics, Wroclaw, Poland
| | - Artur Kowalik
- Department of Molecular Diagnostics, Holycross Cancer Center, Kielce, Poland; Division of Medical Biology, Institute of Biology, Jan Kochanowski University, Kielce, Poland
| | - Scott Wenson
- Department of Pathology, Newton-Wellesley Hospital, Boston, Massachusetts
| | - Mai P Hoang
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.
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Das BK, Kannan A, Velasco GJ, Kunika MD, Lambrecht N, Nguyen Q, Zhao H, Wu J, Gao L. Single-cell dissection of Merkel cell carcinoma heterogeneity unveils transcriptomic plasticity and therapeutic vulnerabilities. Cell Rep Med 2023; 4:101101. [PMID: 37421947 PMCID: PMC10394170 DOI: 10.1016/j.xcrm.2023.101101] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 03/23/2023] [Accepted: 06/13/2023] [Indexed: 07/10/2023]
Abstract
Merkel cell carcinoma (MCC), a rare but aggressive skin cancer, remains a challenge in the era of precision medicine. Immune checkpoint inhibitors (ICIs), the only approved therapy for advanced MCC, are impeded by high primary and acquired resistance. Hence, we dissect transcriptomic heterogeneity at single-cell resolution in a panel of patient tumors, revealing phenotypic plasticity in a subset of treatment-naive MCC. The tumor cells in a "mesenchymal-like" state are endowed with an inflamed phenotype that portends a better ICI response. This observation is also validated in the largest whole transcriptomic dataset available from MCC patient tumors. In contrast, ICI-resistant tumors predominantly express neuroepithelial markers in a well-differentiated state with "immune-cold" landscape. Importantly, a subtle shift to "mesenchymal-like" state reverts copanlisib resistance in primary MCC cells, highlighting potential strategies in patient stratification for therapeutics to harness tumor cell plasticity, augment treatment efficacy, and avert resistance.
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Affiliation(s)
- Bhaba K Das
- Southern California Institute for Research and Education, Long Beach, CA 90822, USA
| | - Aarthi Kannan
- Southern California Institute for Research and Education, Long Beach, CA 90822, USA; Department of Dermatology, University of California-Irvine, Irvine, CA 92697, USA
| | - Graham J Velasco
- Pathology Department, Tibor Rubin VA Medical Center, VA Long Beach Healthcare System, Long Beach, CA 90822, USA
| | - Mikaela D Kunika
- Southern California Institute for Research and Education, Long Beach, CA 90822, USA
| | - Nils Lambrecht
- Pathology Department, Tibor Rubin VA Medical Center, VA Long Beach Healthcare System, Long Beach, CA 90822, USA
| | - Quy Nguyen
- Genomics Research and Technology Hub, Department of Biological Chemistry, University of California-Irvine, Irvine, CA 92697, USA
| | - Haibo Zhao
- Southern California Institute for Research and Education, Long Beach, CA 90822, USA
| | - Jie Wu
- Genomics Research and Technology Hub, Department of Biological Chemistry, University of California-Irvine, Irvine, CA 92697, USA
| | - Ling Gao
- Southern California Institute for Research and Education, Long Beach, CA 90822, USA; Department of Dermatology, University of California-Irvine, Irvine, CA 92697, USA; Dermatology Section, Tibor Rubin VA Medical Center, VA Long Beach Healthcare System, Long Beach, CA 90822, USA.
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6
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Sundqvist BZ, Kilpinen SK, Böhling TO, Koljonen VSK, Sihto HJ. Transcriptomic analyses reveal three distinct molecular subgroups of Merkel cell carcinoma with differing prognoses. Int J Cancer 2023; 152:2099-2108. [PMID: 36620996 DOI: 10.1002/ijc.34425] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 12/09/2022] [Accepted: 12/29/2022] [Indexed: 01/10/2023]
Abstract
Merkel cell carcinoma (MCC) is a cutaneous neuroendocrine malignancy with a poor prognosis and an unknown cell of origin. Proffered cells of origin include epithelial stem cells of the hair follicle or interfollicular epidermis, dermal stem cells and pro/pre- or pre-B cells. MCC has also been proposed to have more than one cell of origin and indeed to represent more than one type of carcinoma, currently grouped together due to phenotypic similarities. We explored the heterogeneous nature of MCC by studying the most variably expressed genes with the goal of identifying gene expression patterns that are either clinically relevant or have implications regarding the cell(s) of origin. We performed RNA sequencing on primary tumor samples from 102 patients and identified the top 200 most variably expressed genes. These genes and the tumor samples were hierarchically clustered based on their expression. The functions of three gene clusters exhibiting clearly divergent expression between samples were studied by cross-referencing the lists of genes with online databases. High expression of a gene cluster related to embryonic developmental processes and low expression of a gene cluster related to neuroendocrine processes distinguished Merkel cell polyomavirus (MCPyV)-negative tumors from MCPyV-positive tumors. Furthermore, two prognostically relevant subgroups of MCPyV-positive MCC were identified based on dichotomic expression of genes related to epidermal structures and processes. We identified three distinct molecular subgroups of MCC with prognostic relevance. We propose that the dichotomic expression of epidermis-related genes might reflect both an epidermal and a nonepidermal origin for MCPyV-positive MCC.
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Affiliation(s)
- Benjamin Z Sundqvist
- Department of Pathology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Sami K Kilpinen
- Molecular and Integrative Biosciences Research Programme, University of Helsinki, Helsinki, Finland
| | - Tom O Böhling
- Department of Pathology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Virve S K Koljonen
- Department of Plastic Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Harri J Sihto
- Department of Pathology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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7
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Frost TC, Gartin AK, Liu M, Cheng J, Dharaneeswaran H, Keskin DB, Wu CJ, Giobbie-Hurder A, Thakuria M, DeCaprio JA. YAP1 and WWTR1 expression inversely correlates with neuroendocrine markers in Merkel cell carcinoma. J Clin Invest 2023; 133:e157171. [PMID: 36719743 PMCID: PMC9974098 DOI: 10.1172/jci157171] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 01/19/2023] [Indexed: 02/01/2023] Open
Abstract
BackgroundMerkel cell carcinoma (MCC) is an aggressive neuroendocrine (NE) skin cancer caused by severe UV-induced mutations or expression of Merkel cell polyomavirus (MCPyV) large and small T antigens (LT and ST). Despite deep genetic differences between MCPyV-positive and -negative subtypes, current clinical diagnostic markers are indistinguishable, and the expression profile of MCC tumors is, to our knowledge, unexplored.MethodsHere, we leveraged bulk and single-cell RNA-Seq of patient-derived tumor biopsies and cell lines to explore the underlying transcriptional environment of MCC.ResultsStrikingly, MCC samples could be separated into transcriptional subtypes that were independent of MCPyV status. Instead, we observed an inverse correlation between a NE gene signature and the Hippo pathway transcription factors Yes1-associated transcriptional regulator (YAP1) and WW domain-containing transcriptional regulator 1 (WWTR1). This inverse correlation was broadly present at the transcript and protein levels in the tumor biopsies as well as in established and patient-derived cell lines. Mechanistically, expression of YAP1 or WWTR1 in a MCPyV-positive MCC cell line induced cell-cycle arrest at least in part through TEA domain-dependent (TEAD-dependent) transcriptional repression of MCPyV LT.ConclusionThese findings identify what we believe to be a previously unrecognized heterogeneity in NE gene expression within MCC and support a model of YAP1/WWTR1 silencing as essential for the development of MCPyV-positive MCC.FundingUS Public Health Service grants R35CA232128, P01CA203655, and P30CA06516.
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Affiliation(s)
- Thomas C. Frost
- Program in Virology, Graduate School of Arts and Sciences, Harvard University, Cambridge, Massachusetts, USA
- Department of Medical Oncology and
| | - Ashley K. Gartin
- Program in Virology, Graduate School of Arts and Sciences, Harvard University, Cambridge, Massachusetts, USA
- Department of Medical Oncology and
| | - Mofei Liu
- Department of Data Sciences, Dana-Farber Cancer Institute (DFCI), Boston, Massachusetts, USA
| | - Jingwei Cheng
- Department of Medical Oncology and
- Department of Molecular, Cellular, and Biomedical Sciences, College of Life Sciences and Agriculture, University of New Hampshire, Durham, New Hampshire, USA
| | - Harita Dharaneeswaran
- Department of Medical Oncology and
- Merkel Cell Carcinoma Center of Excellence, Dana-Farber/Brigham Cancer Center, Boston, Massachusetts, USA
| | - Derin B. Keskin
- Department of Medical Oncology and
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Translational Immunogenomics Laboratory, DFCI, Boston, Massachusetts, USA
- Department of Computer Science, Metropolitan College, Boston University, Boston, Massachusetts, USA
- Section for Bioinformatics, Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Catherine J. Wu
- Department of Medical Oncology and
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Translational Immunogenomics Laboratory, DFCI, Boston, Massachusetts, USA
| | - Anita Giobbie-Hurder
- Department of Data Sciences, Dana-Farber Cancer Institute (DFCI), Boston, Massachusetts, USA
| | - Manisha Thakuria
- Merkel Cell Carcinoma Center of Excellence, Dana-Farber/Brigham Cancer Center, Boston, Massachusetts, USA
- Department of Dermatology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - James A. DeCaprio
- Program in Virology, Graduate School of Arts and Sciences, Harvard University, Cambridge, Massachusetts, USA
- Department of Medical Oncology and
- Merkel Cell Carcinoma Center of Excellence, Dana-Farber/Brigham Cancer Center, Boston, Massachusetts, USA
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
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8
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Ito S, Chambers JK, Sumi A, Omachi T, Haritani M, Nakayama H, Uchida K. Genomic integration and expression of Felis catus papillomavirus type 2 oncogenes in feline Merkel cell carcinoma. Vet Pathol 2023; 60:21-34. [PMID: 36384374 DOI: 10.1177/03009858221139197] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The involvement of Felis catus papillomavirus type 2 (FcaPV2) in feline Merkel cell carcinoma (MCC) has been previously hypothesized. In this study, the expression and localization of FcaPV2 oncogene mRNA, the integration of FcaPV2 genes, and p53 mutations in feline MCC were examined by RNAscope in situ hybridization (ISH), whole genome sequencing (WGS), and Sanger DNA sequencing, respectively. Furthermore, the morphological and molecular characteristics of FcaPV2-positive (FMX-MCC01) and FcaPV2-negative (AS-MCC01) MCC cell lines were compared in vitro and in vivo using immunofluorescence, ISH, xenotransplantation into mice, and immunohistochemistry. ISH for FcaPV2 E6/E7 detected viral RNA in 18/21 FcaPV2-positive MCC and not in 1/1 FcaPV2-negative MCC. WGS of 2 FcaPV2-positive cases revealed the integration of FcaPV2 genes in both cases. In cultured cells and xenograft tissues of FMX-MCC01, most cells were positive for E6/E7 by ISH and p16CDKN2A, a few cells were positive for the retinoblastoma protein (pRb), and all cells were negative for p53. In cultured cells and xenograft tissues of AS-MCC01, all cells were negative for p16CDKN2A, most cells were positive for pRb, and some cells were positive for p53. Missense mutations in p53 were identified in 8/10 FcaPV2-positive and 1/1 FcaPV2-negative MCC. These results suggest that the expression of integrated FcaPV2 oncogenes might be associated with reduced expression of the tumor suppressor proteins pRb and p53 and might contribute to the development of feline MCC. On the other hand, p53 mutations may be involved in both FcaPV2-positive and FcaPV2-negative MCC tumorigenesis.
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Affiliation(s)
- Soma Ito
- The University of Tokyo, Bunkyo-ku, Tokyo, Japan
| | | | - Ayumi Sumi
- The University of Tokyo, Bunkyo-ku, Tokyo, Japan
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9
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Mazziotta C, Cervellera CF, Lanzillotti C, Touzé A, Gaboriaud P, Tognon M, Martini F, Rotondo JC. MicroRNA dysregulations in Merkel cell carcinoma: Molecular mechanisms and clinical applications. J Med Virol 2023; 95:e28375. [PMID: 36477874 DOI: 10.1002/jmv.28375] [Citation(s) in RCA: 22] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 11/22/2022] [Accepted: 11/25/2022] [Indexed: 12/13/2022]
Abstract
Merkel cell carcinoma (MCC) is an aggressive skin malignancy with two distinct etiologies. The first, which accounts for the highest proportion, is caused by Merkel cell polyomavirus (MCPyV), a DNA tumor virus. A second, UV-induced, MCC form has also been identified. Few MCC diagnostic, prognostic, and therapeutic options are available. MicroRNAs (miRNAs) are small noncoding RNA molecules, which play a key role in regulating various physiologic cellular functions including cell cycling, proliferation, differentiation, and apoptosis. Numerous miRNAs are dysregulated in cancer, by acting as either tumor suppressors or oncomiRs. The aim of this review is to collect, summarize, and discuss recent findings on miRNAs whose dysregulation has been assumed to play a role in MCC. The potential clinical application of miRNAs as diagnostic and prognostic biomarkers in MCC is also described. In the future, miRNAs will potentially gain clinical significance for the improvement of MCC diagnostic, prognostic, and therapeutic options.
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Affiliation(s)
- Chiara Mazziotta
- Department of Medical Sciences, University of Ferrara, Ferrara, Italy.,Department of Medical Sciences, Center for Studies on Gender Medicine, University of Ferrara, Ferrara, Italy
| | | | - Carmen Lanzillotti
- Department of Medical Sciences, University of Ferrara, Ferrara, Italy.,Department of Medical Sciences, Center for Studies on Gender Medicine, University of Ferrara, Ferrara, Italy
| | - Antoine Touzé
- "Biologie des infections à polyomavirus" Team, UMR INRAE 1282, University of Tours, Tours, France
| | - Pauline Gaboriaud
- "Biologie des infections à polyomavirus" Team, UMR INRAE 1282, University of Tours, Tours, France
| | - Mauro Tognon
- Department of Medical Sciences, University of Ferrara, Ferrara, Italy
| | - Fernanda Martini
- Department of Medical Sciences, University of Ferrara, Ferrara, Italy.,Department of Medical Sciences, Center for Studies on Gender Medicine, University of Ferrara, Ferrara, Italy.,Laboratory for Technologies of Advanced Therapies (LTTA), University of Ferrara, Ferrara, Italy
| | - John Charles Rotondo
- Department of Medical Sciences, University of Ferrara, Ferrara, Italy.,Department of Medical Sciences, Center for Studies on Gender Medicine, University of Ferrara, Ferrara, Italy
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10
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Gartin AK, Frost TC, Cushman CH, Leeper BA, Gokhale PC, DeCaprio JA. Merkel Cell Carcinoma Sensitivity to EZH2 Inhibition Is Mediated by SIX1 Derepression. J Invest Dermatol 2022; 142:2783-2792.e15. [PMID: 35331717 PMCID: PMC9492898 DOI: 10.1016/j.jid.2022.03.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 02/28/2022] [Accepted: 03/07/2022] [Indexed: 01/08/2023]
Abstract
Polycomb repressive complex 2 has a critical role in the maintenance of bivalent promoters and is often perturbed in cancer, including neuroendocrine tumors. In this study, we investigated the susceptibility of Merkel cell carcinoma (MCC), a neuroendocrine carcinoma of the skin, to inhibitors of the Polycomb repressive complex 2 catalytic subunit EZH2. We show that a subset of MCC cell lines is sensitive to EZH2 inhibitor-induced cell viability loss. We find that inhibitor treatment of susceptible cells derepresses the Polycomb repressive complex 2 target SIX1, a transcription factor in the PAX-SIX-EYA-DACH network normally involved in inner ear hair cell development, and that PAX-SIX-EYA-DACH network transcription factors are critical contributors to EZH2 inhibitor-induced MCC cell viability loss. Furthermore, we show the EZH2 inhibitor tazemetostat slows the growth of MCC xenografts and derepresses SIX1 and its downstream inner ear transcriptional target MYO6 in vivo. We propose that EZH2 inhibition in MCC leads to SIX1 derepression with dysregulation of hearing-related transcriptional programs and growth inhibition. This study provides evidence that MCC tumors may be specifically susceptible to EZH2 inhibitors, while giving mechanistic insight into the transcriptional programs these inhibitors perturb in MCC, and potentially in other neuroendocrine cancers.
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Affiliation(s)
- Ashley K Gartin
- Program in Virology, The Graduate School of Arts and Sciences, Harvard University, Cambridge, Massachusetts, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Thomas C Frost
- Program in Virology, The Graduate School of Arts and Sciences, Harvard University, Cambridge, Massachusetts, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Camille H Cushman
- Program in Virology, The Graduate School of Arts and Sciences, Harvard University, Cambridge, Massachusetts, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Brittaney A Leeper
- Experimental Therapeutics Core, Dana-Farber Cancer Institute, Boston, Massachusetts, USA; Robert and Renée Belfer Center for Applied Cancer Science, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Prafulla C Gokhale
- Experimental Therapeutics Core, Dana-Farber Cancer Institute, Boston, Massachusetts, USA; Robert and Renée Belfer Center for Applied Cancer Science, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - James A DeCaprio
- Program in Virology, The Graduate School of Arts and Sciences, Harvard University, Cambridge, Massachusetts, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA; Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
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11
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Gravemeyer J, Spassova I, Verhaegen ME, Dlugosz AA, Hoffmann D, Lange A, Becker JC. DNA-methylation patterns imply a common cellular origin of virus- and UV-associated Merkel cell carcinoma. Oncogene 2022; 41:37-45. [PMID: 34667274 PMCID: PMC8724008 DOI: 10.1038/s41388-021-02064-1] [Citation(s) in RCA: 6] [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: 07/16/2021] [Revised: 09/22/2021] [Accepted: 10/04/2021] [Indexed: 02/07/2023]
Abstract
Merkel cell carcinoma (MCC) is a neuroendocrine tumor either induced by integration of the Merkel cell polyomavirus into the cell genome or by accumulation of UV-light-associated mutations (VP-MCC and UV-MCC). Whether VP- and UV-MCC have the same or different cellular origins is unclear; with mesenchymal or epidermal origins discussed. DNA-methylation patterns have a proven utility in determining cellular origins of cancers. Therefore, we used this approach to uncover evidence regarding the cell of origin of classical VP- and UV-MCC cell lines, i.e., cell lines with a neuroendocrine growth pattern (n = 9 and n = 4, respectively). Surprisingly, we observed high global similarities in the DNA-methylation of UV- and VP-MCC cell lines. CpGs of lower methylation in VP-MCC cell lines were associated with neuroendocrine marker genes such as SOX2 and INSM1, or linked to binding sites of EZH2 and SUZ12 of the polycomb repressive complex 2, i.e., genes with an impact on carcinogenesis and differentiation of neuroendocrine cancers. Thus, the observed differences appear to be rooted in viral compared to mutation-driven carcinogenesis rather than distinct cells of origin. To test this hypothesis, we used principal component analysis, to compare DNA-methylation data from different epithelial and non-epithelial neuroendocrine cancers and established a scoring model for epithelial and neuroendocrine characteristics. Subsequently, we applied this scoring model to the DNA-methylation data of the VP- and UV-MCC cell lines, revealing that both clearly scored as epithelial cancers. In summary, our comprehensive analysis of DNA-methylation suggests a common epithelial origin of UV- and VP-MCC cell lines.
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Affiliation(s)
- Jan Gravemeyer
- Translational Skin Cancer Research (TSCR), University Duisburg-Essen, Essen, Germany
- German Cancer Consortium (DKTK) & German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ivelina Spassova
- Translational Skin Cancer Research (TSCR), University Duisburg-Essen, Essen, Germany
- Department of Dermatology, University Hospital Essen, Essen, Germany
| | | | - Andrzej A Dlugosz
- Department of Dermatology, University of Michigan, Ann Arbor, MI, USA
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, MI, USA
| | - Daniel Hoffmann
- Bioinformatics & Computational Biophysics, University Duisburg-Essen, Essen, Germany
| | - Anja Lange
- Bioinformatics & Computational Biophysics, University Duisburg-Essen, Essen, Germany
| | - Jürgen C Becker
- Translational Skin Cancer Research (TSCR), University Duisburg-Essen, Essen, Germany.
- German Cancer Consortium (DKTK) & German Cancer Research Center (DKFZ), Heidelberg, Germany.
- Department of Dermatology, University Hospital Essen, Essen, Germany.
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12
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Rotondo JC, Mazziotta C, Lanzillotti C, Tognon M, Martini F. Epigenetic Dysregulations in Merkel Cell Polyomavirus-Driven Merkel Cell Carcinoma. Int J Mol Sci 2021; 22:11464. [PMID: 34768895 PMCID: PMC8584046 DOI: 10.3390/ijms222111464] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 10/15/2021] [Accepted: 10/20/2021] [Indexed: 12/14/2022] Open
Abstract
Merkel cell polyomavirus (MCPyV) is a small DNA virus with oncogenic potential. MCPyV is the causative agent of Merkel Cell Carcinoma (MCC), a rare but aggressive tumor of the skin. The role of epigenetic mechanisms, such as histone posttranslational modifications (HPTMs), DNA methylation, and microRNA (miRNA) regulation on MCPyV-driven MCC has recently been highlighted. In this review, we aim to describe and discuss the latest insights into HPTMs, DNA methylation, and miRNA regulation, as well as their regulative factors in the context of MCPyV-driven MCC, to provide an overview of current findings on how MCPyV is involved in the dysregulation of these epigenetic processes. The current state of the art is also described as far as potentially using epigenetic dysregulations and related factors as diagnostic and prognostic tools is concerned, in addition to targets for MCPyV-driven MCC therapy. Growing evidence suggests that the dysregulation of HPTMs, DNA methylation, and miRNA pathways plays a role in MCPyV-driven MCC etiopathogenesis, which, therefore, may potentially be clinically significant for this deadly tumor. A deeper understanding of these mechanisms and related factors may improve diagnosis, prognosis, and therapy for MCPyV-driven MCC.
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Affiliation(s)
- John Charles Rotondo
- Department of Medical Sciences, University of Ferrara, 44121 Ferrara, Italy; (C.M.); (C.L.); (M.T.)
- Center for Studies on Gender Medicine, Department of Medical Sciences, University of Ferrara, 64/b, Fossato di Mortara Street, Ferrara 44121, Italy
| | - Chiara Mazziotta
- Department of Medical Sciences, University of Ferrara, 44121 Ferrara, Italy; (C.M.); (C.L.); (M.T.)
- Center for Studies on Gender Medicine, Department of Medical Sciences, University of Ferrara, 64/b, Fossato di Mortara Street, Ferrara 44121, Italy
| | - Carmen Lanzillotti
- Department of Medical Sciences, University of Ferrara, 44121 Ferrara, Italy; (C.M.); (C.L.); (M.T.)
- Center for Studies on Gender Medicine, Department of Medical Sciences, University of Ferrara, 64/b, Fossato di Mortara Street, Ferrara 44121, Italy
| | - Mauro Tognon
- Department of Medical Sciences, University of Ferrara, 44121 Ferrara, Italy; (C.M.); (C.L.); (M.T.)
| | - Fernanda Martini
- Department of Medical Sciences, University of Ferrara, 44121 Ferrara, Italy; (C.M.); (C.L.); (M.T.)
- Laboratory for Technologies of Advanced Therapies (LTTA), University of Ferrara, 44121 Ferrara, Italy
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13
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Esnault C, Leblond V, Martin C, Desgranges A, Baltus CB, Aubrey N, Lakhrif Z, Lajoie L, Lantier L, Clémenceau B, Sarma B, Schrama J, Houben R, Schrama D, Hesbacher S, Gouilleux-Gruart V, Feng Y, Dimitrov D, Guyétant S, Berthon P, Viaud-Massuard MC, Samimi M, Touzé A, Kervarrec T. Adcitmer ® , a new CD56-targeting monomethyl auristatin E-conjugated antibody, is a potential therapeutic approach in Merkel cell carcinoma. Br J Dermatol 2021; 186:295-306. [PMID: 34582565 DOI: 10.1111/bjd.20770] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/28/2021] [Indexed: 01/08/2023]
Abstract
BACKGROUND Merkel cell carcinoma (MCC) is an aggressive skin cancer, whose tumour cells often express CD56. While immune checkpoint inhibitors constitute a major advance for treating patients with MCC with advanced disease, new therapeutic options are still urgently required. OBJECTIVES To produce and evaluate the therapeutic performance of a new antibody-drug conjugate (Adcitmer® ) targeting CD56 in preclinical models of MCC. METHODS CD56 expression was evaluated in a MCC cohort (immunohistochemistry on a tissue microarray of 90 tumour samples) and MCC cell lines. Interaction of an unconjugated CD56-targeting antibody with CD56+ MCC cell lines was investigated by immunohistochemistry and imaging flow cytometry. Adcitmer® product was generated by the bioconjugation of CD56-targeting antibody to a cytotoxic drug (monomethyl auristatin E) using the McSAF Inside® bioconjugation process. The chemical properties and homogeneity of Adcitmer® were characterized by hydrophobic interaction chromatography. Adcitmer® cytotoxicity was evaluated in vitro and in an MCC xenograft mice model. RESULTS Similar to previous reports, CD56 was expressed by 66% of MCC tumours in our cohort, confirming its relevance as a therapeutic target. Specific binding and internalization of the unconjugated CD56-targeting antibody was validated in MCC cell lines. The high homogeneity of the newly generated Adcitmer® was confirmed by hydrophobic interaction chromatography. The CD56-mediated cytotoxicity of Adcitmer® was demonstrated in vitro in MCC cell lines. Moreover, Adcitmer® significantly reduced tumour growth in a MCC mouse model. CONCLUSIONS Our study suggests that Adcitmer® should be further assessed as a therapeutic option in patients with MCC, as an alternative therapy or combined with immune checkpoint inhibitors.
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Affiliation(s)
- C Esnault
- Team 'Biologie des Infections à Polyomavirus', ISP UMR 1282, INRAE, Université de Tours, Tours, 37200, France.,Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, 97080, Germany
| | - V Leblond
- Team 'Biologie des Infections à Polyomavirus', ISP UMR 1282, INRAE, Université de Tours, Tours, 37200, France
| | | | | | | | - N Aubrey
- Team BIOMAP, ISP UMR 1282, INRAE, Université de Tours, Tours, 37200, France
| | - Z Lakhrif
- Team BIOMAP, ISP UMR 1282, INRAE, Université de Tours, Tours, 37200, France
| | - L Lajoie
- Team FRAME, GICC EA7501, Université de Tours, Tours, 37200, France.,Plateforme Scientifique et Technique, Analyse des Systèmes Biologiques Département des Cytométries, Université de Tours, Tours, 37200, France
| | - L Lantier
- Team BIOMAP, ISP UMR 1282, INRAE, Université de Tours, Tours, 37200, France
| | - B Clémenceau
- CRCINA, INSERM, CNRS, Université d'Angers, Université de Nantes, Nantes, France.,LabEx IGO 'Immunotherapy, Graft, Oncology', Nantes, France.,CHU de Nantes, Hôtel Dieu, Nantes, F-44000, France
| | - B Sarma
- Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, 97080, Germany
| | - J Schrama
- Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, 97080, Germany
| | - R Houben
- Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, 97080, Germany
| | - D Schrama
- Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, 97080, Germany
| | - S Hesbacher
- Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, 97080, Germany
| | | | - Y Feng
- Tumor Angiogenesis Unit, Mouse Cancer Genetics Program, NCI at Frederick, Frederick, MD, 21702, USA
| | - D Dimitrov
- Protein Interactions Section, Cancer and Inflammation Program, Center for Cancer Research, National Cancer Institute, Frederick, MD, USA
| | - S Guyétant
- Team 'Biologie des Infections à Polyomavirus', ISP UMR 1282, INRAE, Université de Tours, Tours, 37200, France.,Department of Pathology, Université de Tours, CHU de Tours, Chambray-les-Tours, 37170, France
| | - P Berthon
- Team 'Biologie des Infections à Polyomavirus', ISP UMR 1282, INRAE, Université de Tours, Tours, 37200, France
| | - M C Viaud-Massuard
- McSAF, Tours, 37200, France.,Team IMT, GICC EA7501, Université de Tours, Tours, 37200, France
| | - M Samimi
- Team 'Biologie des Infections à Polyomavirus', ISP UMR 1282, INRAE, Université de Tours, Tours, 37200, France.,Department of Dermatology, Université de Tours, CHU de Tours, Chambray-les-Tours, 37170, France
| | - A Touzé
- Team 'Biologie des Infections à Polyomavirus', ISP UMR 1282, INRAE, Université de Tours, Tours, 37200, France
| | - T Kervarrec
- Team 'Biologie des Infections à Polyomavirus', ISP UMR 1282, INRAE, Université de Tours, Tours, 37200, France.,Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, 97080, Germany.,Department of Pathology, Université de Tours, CHU de Tours, Chambray-les-Tours, 37170, France
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