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Li S, Qiu J, Guo Z, Gao Q, Huang CY, Hao Y, Hu Y, Liang T, Zhai M, Zhang Y, Nie B, Chang WJ, Wang W, Xi R, Wei R. Formation and culture of cell spheroids by using magnetic nanostructures resembling a crown of thorns. Biofabrication 2024; 16:045018. [PMID: 39053493 DOI: 10.1088/1758-5090/ad6794] [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: 09/07/2023] [Accepted: 07/25/2024] [Indexed: 07/27/2024]
Abstract
In contrast to traditional two-dimensional cell-culture conditions, three-dimensional (3D) cell-culture models closely mimic complexin vivoconditions. However, constructing 3D cell culture models still faces challenges. In this paper, by using micro/nano fabrication method, including lithography, deposition, etching, and lift-off, we designed magnetic nanostructures resembling a crown of thorns. This magnetic crown of thorns (MCT) nanostructure enables the isolation of cells that have endocytosed magnetic particles. To assess the utility of this nanostructure, we used high-flux acquisition of Jurkat cells, an acute-leukemia cell line exhibiting the native phenotype, as an example. The novel structure enabled Jurkat cells to form spheroids within just 30 min by leveraging mild magnetic forces to bring together endocytosed magnetic particles. The size, volume, and arrangement of these spheroids were precisely regulated by the dimensions of the MCT nanostructure and the array configuration. The resulting magnetic cell clusters were uniform in size and reached saturation after 1400 s. Notably, these cell clusters could be easily separated from the MCT nanostructure through enzymatic digestion while maintaining their integrity. These clusters displayed a strong proliferation rate and survival capabilities, lasting for an impressive 96 h. Compared with existing 3D cell-culture models, the approach presented in this study offers the advantage of rapid formation of uniform spheroids that can mimicin vivomicroenvironments. These findings underscore the high potential of the MCT in cell-culture models and magnetic tissue enginerring.
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Affiliation(s)
- Shijiao Li
- Engineering Technology Research Center of Henan Province for MEMS Manufacturing and Applications, School of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou 450001, People's Republic of China
| | - Jingjiang Qiu
- Engineering Technology Research Center of Henan Province for MEMS Manufacturing and Applications, School of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou 450001, People's Republic of China
- Industrial Technology Research Institute, Zhengzhou University, Zhengzhou 450001, People's Republic of China
| | - Zhongwei Guo
- Engineering Technology Research Center of Henan Province for MEMS Manufacturing and Applications, School of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou 450001, People's Republic of China
| | - Qiulei Gao
- Engineering Technology Research Center of Henan Province for MEMS Manufacturing and Applications, School of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou 450001, People's Republic of China
| | - Chen-Yu Huang
- Division of Cardiology, Johns Hopkins Hospital, Baltimore, MD, United States of America
| | - Yilin Hao
- Engineering Technology Research Center of Henan Province for MEMS Manufacturing and Applications, School of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou 450001, People's Republic of China
| | - Yifan Hu
- Industrial Technology Research Institute, Zhengzhou University, Zhengzhou 450001, People's Republic of China
- Henan Spring Biotechnology Ltd Company, Zhengzhou 450001, People's Republic of China
- Division of Logistics, Weistron Co., Ltd, Zhengzhou 450001, People's Republic of China
| | - Tianshui Liang
- Engineering Technology Research Center of Henan Province for MEMS Manufacturing and Applications, School of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou 450001, People's Republic of China
| | - Ming Zhai
- Engineering Technology Research Center of Henan Province for MEMS Manufacturing and Applications, School of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou 450001, People's Republic of China
| | - Yudong Zhang
- Engineering Technology Research Center of Henan Province for MEMS Manufacturing and Applications, School of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou 450001, People's Republic of China
| | - Bangbang Nie
- Engineering Technology Research Center of Henan Province for MEMS Manufacturing and Applications, School of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou 450001, People's Republic of China
| | - Wei-Jen Chang
- Department of Biology, Hamilton College, Clinton, NY, United States of America
| | - Wen Wang
- Engineering Technology Research Center of Henan Province for MEMS Manufacturing and Applications, School of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou 450001, People's Republic of China
| | - Rui Xi
- School of Mechanical Engineering, North China University of Water Resources and Electric Power, Zhengzhou 450046, People's Republic of China
| | - Ronghan Wei
- Engineering Technology Research Center of Henan Province for MEMS Manufacturing and Applications, School of Mechanics and Safety Engineering, Zhengzhou University, Zhengzhou 450001, People's Republic of China
- Industrial Technology Research Institute, Zhengzhou University, Zhengzhou 450001, People's Republic of China
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Rojo-Romanos T, Karpinski J, Millen S, Beschorner N, Simon F, Paszkowski-Rogacz M, Lansing F, Schneider PM, Sonntag J, Hauber J, Thoma-Kress AK, Buchholz F. Precise excision of HTLV-1 provirus with a designer-recombinase. Mol Ther 2023; 31:2266-2285. [PMID: 36934299 PMCID: PMC10362392 DOI: 10.1016/j.ymthe.2023.03.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 02/06/2023] [Accepted: 03/12/2023] [Indexed: 03/19/2023] Open
Abstract
The human T cell leukemia virus type 1 (HTLV-1) is a pathogenic retrovirus that persists as a provirus in the genome of infected cells and can lead to adult T cell leukemia (ATL). Worldwide, more than 10 million people are infected and approximately 5% of these individuals will develop ATL, a highly aggressive cancer that is currently incurable. In the last years, genome editing tools have emerged as promising antiviral agents. In this proof-of-concept study, we use substrate-linked directed evolution (SLiDE) to engineer Cre-derived site-specific recombinases to excise the HTLV-1 proviral genome from infected cells. We identified a conserved loxP-like sequence (loxHTLV) present in the long terminal repeats of the majority of virus isolates. After 181 cycles of SLiDE, we isolated a designer-recombinase (designated RecHTLV), which efficiently recombines the loxHTLV sequence in bacteria and human cells with high specificity. Expression of RecHTLV in human Jurkat T cells resulted in antiviral activity when challenged with an HTLV-1 infection. Moreover, expression of RecHTLV in chronically infected SP cells led to the excision of HTLV-1 proviral DNA. Our data suggest that recombinase-mediated excision of the HTLV-1 provirus represents a promising approach to reduce proviral load in HTLV-1-infected individuals, potentially preventing the development of HTLV-1-associated diseases.
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Affiliation(s)
- Teresa Rojo-Romanos
- Medical Systems Biology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technical University Dresden, 01307 Dresden, Germany
| | - Janet Karpinski
- Medical Systems Biology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technical University Dresden, 01307 Dresden, Germany
| | - Sebastian Millen
- Institute of Clinical and Molecular Virology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany
| | - Niklas Beschorner
- PROVIREX Genome Editing Therapies GmbH, Luruper Hauptstrasse 1, 22547 Hamburg, Germany
| | - Florian Simon
- Institute of Clinical and Molecular Virology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany
| | - Maciej Paszkowski-Rogacz
- Medical Systems Biology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technical University Dresden, 01307 Dresden, Germany
| | - Felix Lansing
- Medical Systems Biology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technical University Dresden, 01307 Dresden, Germany
| | - Paul Martin Schneider
- Medical Systems Biology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technical University Dresden, 01307 Dresden, Germany
| | - Jan Sonntag
- Medical Systems Biology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technical University Dresden, 01307 Dresden, Germany
| | - Joachim Hauber
- PROVIREX Genome Editing Therapies GmbH, Luruper Hauptstrasse 1, 22547 Hamburg, Germany
| | - Andrea K Thoma-Kress
- Institute of Clinical and Molecular Virology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany
| | - Frank Buchholz
- Medical Systems Biology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technical University Dresden, 01307 Dresden, Germany.
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Xiang J, Lu M, Shi M, Cheng X, Kwakwa KA, Davis JL, Su X, Bakewell SJ, Zhang Y, Fontana F, Xu Y, Veis DJ, DiPersio JF, Ratner L, Sanderson RD, Noseda A, Mollah S, Li J, Weilbaecher KN. Heparanase Blockade as a Novel Dual-Targeting Therapy for COVID-19. J Virol 2022; 96:e0005722. [PMID: 35319225 PMCID: PMC9006938 DOI: 10.1128/jvi.00057-22] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 02/27/2022] [Indexed: 12/15/2022] Open
Abstract
The coronavirus disease 2019 (COVID-19) pandemic, caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has caused over 5 million deaths worldwide. Pneumonia and systemic inflammation contribute to its high mortality. Many viruses use heparan sulfate proteoglycans as coreceptors for viral entry, and heparanase (HPSE) is a known regulator of both viral entry and inflammatory cytokines. We evaluated the heparanase inhibitor Roneparstat, a modified heparin with minimum anticoagulant activity, in pathophysiology and therapy for COVID-19. We found that Roneparstat significantly decreased the infectivity of SARS-CoV-2, SARS-CoV-1, and retroviruses (human T-lymphotropic virus 1 [HTLV-1] and HIV-1) in vitro. Single-cell RNA sequencing (scRNA-seq) analysis of cells from the bronchoalveolar lavage fluid of COVID-19 patients revealed a marked increase in HPSE gene expression in CD68+ macrophages compared to healthy controls. Elevated levels of HPSE expression in macrophages correlated with the severity of COVID-19 and the expression of inflammatory cytokine genes, including IL6, TNF, IL1B, and CCL2. In line with this finding, we found a marked induction of HPSE and numerous inflammatory cytokines in human macrophages challenged with SARS-CoV-2 S1 protein. Treatment with Roneparstat significantly attenuated SARS-CoV-2 S1 protein-mediated inflammatory cytokine release from human macrophages, through disruption of NF-κB signaling. HPSE knockdown in a macrophage cell line also showed diminished inflammatory cytokine production during S1 protein challenge. Taken together, this study provides a proof of concept that heparanase is a target for SARS-CoV-2-mediated pathogenesis and that Roneparstat may serve as a dual-targeted therapy to reduce viral infection and inflammation in COVID-19. IMPORTANCE The complex pathogenesis of COVID-19 consists of two major pathological phases: an initial infection phase elicited by SARS-CoV-2 entry and replication and an inflammation phase that could lead to tissue damage, which can evolve into acute respiratory failure or even death. While the development and deployment of vaccines are ongoing, effective therapy for COVID-19 is still urgently needed. In this study, we explored HPSE blockade with Roneparstat, a phase I clinically tested HPSE inhibitor, in the context of COVID-19 pathogenesis. Treatment with Roneparstat showed wide-spectrum anti-infection activities against SARS-CoV-2, HTLV-1, and HIV-1 in vitro. In addition, HPSE blockade with Roneparstat significantly attenuated SARS-CoV-2 S1 protein-induced inflammatory cytokine release from human macrophages through disruption of NF-κB signaling. Together, this study provides a proof of principle for the use of Roneparstat as a dual-targeting therapy for COVID-19 to decrease viral infection and dampen the proinflammatory immune response mediated by macrophages.
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Affiliation(s)
- Jingyu Xiang
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Mijia Lu
- Department of Veterinary Biosciences, College of Veterinary Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Min Shi
- Department of Genetics, Washington University School of Medicine, St. Louis, Missouri, USA
- Institute for Informatics, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Xiaogang Cheng
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Kristin A. Kwakwa
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Jennifer L. Davis
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Xinming Su
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Suzanne J. Bakewell
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Yuexiu Zhang
- Department of Veterinary Biosciences, College of Veterinary Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Francesca Fontana
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Yalin Xu
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Deborah J. Veis
- Department of Medicine, Division of Bone and Mineral Diseases, Washington University School of Medicine, St. Louis, Missouri, USA
| | - John F. DiPersio
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Lee Ratner
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Ralph D. Sanderson
- Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | | | - Shamim Mollah
- Department of Genetics, Washington University School of Medicine, St. Louis, Missouri, USA
- Institute for Informatics, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Jianrong Li
- Department of Veterinary Biosciences, College of Veterinary Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Katherine N. Weilbaecher
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St. Louis, Missouri, USA
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Letter to the Editor. J Virol Methods 2020; 276:113787. [DOI: 10.1016/j.jviromet.2019.113787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Al-Saleem J, Dirksen WP, Martinez MP, Shkriabai N, Kvaratskhelia M, Ratner L, Green PL. HTLV-1 Tax-1 interacts with SNX27 to regulate cellular localization of the HTLV-1 receptor molecule, GLUT1. PLoS One 2019; 14:e0214059. [PMID: 30897179 PMCID: PMC6428263 DOI: 10.1371/journal.pone.0214059] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Accepted: 03/06/2019] [Indexed: 12/23/2022] Open
Abstract
An estimated 10-20 million people worldwide are infected with human T cell leukemia virus type 1 (HTLV-1), with endemic areas of infection in Japan, Australia, the Caribbean, and Africa. HTLV-1 is the causative agent of adult T cell leukemia (ATL) and HTLV-1 associated myopathy/tropic spastic paraparesis (HAM/TSP). HTLV-1 expresses several regulatory and accessory genes that function at different stages of the virus life cycle. The regulatory gene Tax-1 is required for efficient virus replication, as it drives transcription of viral gene products, and has also been demonstrated to play a key role in the pathogenesis of the virus. Several studies have identified a PDZ binding motif (PBM) at the carboxyl terminus of Tax-1 and demonstrated the importance of this domain for HTLV-1 induced cellular transformation. Using a mass spectrometry-based proteomics approach we identified sorting nexin 27 (SNX27) as a novel interacting partner of Tax-1. Further, we demonstrated that their interaction is mediated by the Tax-1 PBM and SNX27 PDZ domains. SNX27 has been shown to promote the plasma membrane localization of glucose transport 1 (GLUT1), one of the receptor molecules of the HTLV-1 virus, and the receptor molecule required for HTLV-1 fusion and entry. We postulated that Tax-1 alters GLUT1 localization via its interaction with SNX27. We demonstrate that over expression of Tax-1 in cells causes a reduction of GLUT1 on the plasma membrane. Furthermore, we show that knockdown of SNX27 results in increased virion release and decreased HTLV-1 infectivity. Collectively, we demonstrate the first known mechanism by which HTLV-1 regulates a receptor molecule post-infection.
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Affiliation(s)
- Jacob Al-Saleem
- Center for Retrovirus Research, The Ohio State University, Columbus, Ohio, United States of America
- Department of Veterinary Biosciences, The Ohio State University, Columbus, Ohio, United States of America
| | - Wessel P. Dirksen
- Center for Retrovirus Research, The Ohio State University, Columbus, Ohio, United States of America
- Department of Veterinary Biosciences, The Ohio State University, Columbus, Ohio, United States of America
| | - Michael P. Martinez
- Center for Retrovirus Research, The Ohio State University, Columbus, Ohio, United States of America
- Department of Veterinary Biosciences, The Ohio State University, Columbus, Ohio, United States of America
| | - Nikoloz Shkriabai
- Division of Infectious Diseases, School of Medicine, University of Colorado Denver, Aurora, Colorado, United States of America
| | - Mamuka Kvaratskhelia
- Division of Infectious Diseases, School of Medicine, University of Colorado Denver, Aurora, Colorado, United States of America
| | - Lee Ratner
- Division of Oncology, Washington University, St Louis, Missouri, United States of America
| | - Patrick L. Green
- Center for Retrovirus Research, The Ohio State University, Columbus, Ohio, United States of America
- Department of Veterinary Biosciences, The Ohio State University, Columbus, Ohio, United States of America
- Comprehensive Cancer Center and Solove Research Institute, The Ohio State University, Columbus, Ohio, United States of America
- * E-mail:
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6
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Pasquier A, Alais S, Roux L, Thoulouze MI, Alvarez K, Journo C, Dutartre H, Mahieux R. How to Control HTLV-1-Associated Diseases: Preventing de Novo Cellular Infection Using Antiviral Therapy. Front Microbiol 2018; 9:278. [PMID: 29593659 PMCID: PMC5859376 DOI: 10.3389/fmicb.2018.00278] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Accepted: 02/07/2018] [Indexed: 12/21/2022] Open
Abstract
Five to ten million individuals are infected by Human T-cell Leukemia Virus type 1 (HTLV-1). HTLV-1 is transmitted through prolonged breast-feeding, by sexual contacts and by transmission of infected T lymphocytes through blood transfusion. One to ten percent of infected carriers will develop a severe HTLV-1-associated disease: Adult-T-cell leukemia/lymphoma (ATLL), or a neurological disorder named Tropical Spastic Paraparesis/HTLV-1 Associated Myelopathy (TSP/HAM). In vivo, HTLV-1 is mostly detected in CD4+ T-cells, and to a lesser extent in CD8+ T cells and dendritic cells. There is a strong correlation between HTLV-1 proviral load (PVL) and clinical status of infected individuals. Thus, reducing PVL could be part of a strategy to prevent or treat HTLV-1-associated diseases among carriers. Treatment of ATLL patients using conventional chemotherapy has very limited benefit. Some chronic and acute ATLL patients are, however, efficiently treated with a combination of interferon α and zidovudine (IFN-α/AZT), to which arsenic trioxide is added in some cases. On the other hand, no efficient treatment for TSP/HAM patients has been described yet. It is therefore crucial to develop therapies that could either prevent the occurrence of HTLV-1-associated diseases or at least block the evolution of the disease in the early stages. In vivo, reverse transcriptase (RT) activity is low in infected cells, which is correlated with a clonal mode of viral replication. This renders infected cells resistant to nucleoside RT inhibitors such as AZT. However, histone deacetylase inhibitors (HDACi) associated to AZT efficiently induces viral expression and prevent de novo cellular infection. In asymptomatic STLV-1 infected non-human primates, HDACi/AZT combination allows a strong decrease in the PVL. Unfortunately, rebound in the PVL occurs when the treatment is stopped, highlighting the need for better antiviral compounds. Here, we review previously used strategies targeting HTLV-1 replication. We also tested a series of HIV-1 RT inhibitors in an in vitro anti-HTLV-1 screen, and report that bis-POM-PMEA (adefovir dipivoxil) and bis-POC-PMPA (tenofovir disoproxil) are much more efficient compared to AZT to decrease HTLV-1 cell-to-cell transmission in vitro. Our results suggest that revisiting already established antiviral drugs is an interesting approach to discover new anti-HTLV-1 drugs.
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Affiliation(s)
- Amandine Pasquier
- International Center for Research in Infectiology, Retroviral Oncogenesis Laboratory, INSERM U1111 - Université Claude Bernard Lyon 1, CNRS, UMR5308, Ecole Normale Supérieure de Lyon, Université Lyon, Lyon, France.,Equipe Labellisée Ligue Nationale Contre le Cancer, Paris, France.,Ecole Pratique des Hautes Etudes, Paris, France
| | - Sandrine Alais
- International Center for Research in Infectiology, Retroviral Oncogenesis Laboratory, INSERM U1111 - Université Claude Bernard Lyon 1, CNRS, UMR5308, Ecole Normale Supérieure de Lyon, Université Lyon, Lyon, France.,Equipe Labellisée Ligue Nationale Contre le Cancer, Paris, France
| | - Loic Roux
- CNRS UMR 7257, Architecture et Fonction des Macromolecules Biologiques, Aix-Marseille Université, Marseille, France
| | - Maria-Isabel Thoulouze
- "Biofilm and Viral Transmission" Team, Structural Virology Unit, Department of Virology, CNRS UMR 3569, Institut Pasteur, Paris, France
| | - Karine Alvarez
- CNRS UMR 7257, Architecture et Fonction des Macromolecules Biologiques, Aix-Marseille Université, Marseille, France
| | - Chloé Journo
- International Center for Research in Infectiology, Retroviral Oncogenesis Laboratory, INSERM U1111 - Université Claude Bernard Lyon 1, CNRS, UMR5308, Ecole Normale Supérieure de Lyon, Université Lyon, Lyon, France.,Equipe Labellisée Ligue Nationale Contre le Cancer, Paris, France
| | - Hélène Dutartre
- International Center for Research in Infectiology, Retroviral Oncogenesis Laboratory, INSERM U1111 - Université Claude Bernard Lyon 1, CNRS, UMR5308, Ecole Normale Supérieure de Lyon, Université Lyon, Lyon, France.,Equipe Labellisée Ligue Nationale Contre le Cancer, Paris, France
| | - Renaud Mahieux
- International Center for Research in Infectiology, Retroviral Oncogenesis Laboratory, INSERM U1111 - Université Claude Bernard Lyon 1, CNRS, UMR5308, Ecole Normale Supérieure de Lyon, Université Lyon, Lyon, France.,Equipe Labellisée Ligue Nationale Contre le Cancer, Paris, France
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