1
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Pahmeier F, Lavacca TM, Goellner S, Neufeldt CJ, Prasad V, Cerikan B, Rajasekharan S, Mizzon G, Haselmann U, Funaya C, Scaturro P, Cortese M, Bartenschlager R. Identification of host dependency factors involved in SARS-CoV-2 replication organelle formation through proteomics and ultrastructural analysis. J Virol 2023; 97:e0087823. [PMID: 37905840 PMCID: PMC10688318 DOI: 10.1128/jvi.00878-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 09/18/2023] [Indexed: 11/02/2023] Open
Abstract
IMPORTANCE Remodeling of the cellular endomembrane system by viruses allows for efficient and coordinated replication of the viral genome in distinct subcellular compartments termed replication organelles. As a critical step in the viral life cycle, replication organelle formation is an attractive target for therapeutic intervention, but factors central to this process are only partially understood. In this study, we corroborate that two viral proteins, nsp3 and nsp4, are the major drivers of membrane remodeling in SARS-CoV-2 infection. We further report a number of host cell factors interacting with these viral proteins and supporting the viral replication cycle, some of them by contributing to the formation of the SARS-CoV-2 replication organelle.
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Affiliation(s)
- Felix Pahmeier
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Medical Faculty Heidelberg, Center for Integrative Infectious Disease Research, Heidelberg, Germany
| | - Teresa-Maria Lavacca
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Medical Faculty Heidelberg, Center for Integrative Infectious Disease Research, Heidelberg, Germany
| | - Sarah Goellner
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Medical Faculty Heidelberg, Center for Integrative Infectious Disease Research, Heidelberg, Germany
| | - Christopher J. Neufeldt
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Medical Faculty Heidelberg, Center for Integrative Infectious Disease Research, Heidelberg, Germany
| | - Vibhu Prasad
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Medical Faculty Heidelberg, Center for Integrative Infectious Disease Research, Heidelberg, Germany
| | - Berati Cerikan
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Medical Faculty Heidelberg, Center for Integrative Infectious Disease Research, Heidelberg, Germany
| | | | - Giulia Mizzon
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Medical Faculty Heidelberg, Center for Integrative Infectious Disease Research, Heidelberg, Germany
- German Center for Infection Research, Heidelberg partner site, Heidelberg, Germany
| | - Uta Haselmann
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Medical Faculty Heidelberg, Center for Integrative Infectious Disease Research, Heidelberg, Germany
| | - Charlotta Funaya
- Electron Microscopy Core Facility, Heidelberg University, Heidelberg, Germany
| | - Pietro Scaturro
- Systems Arbovirology, Leibniz Institute of Virology, Hamburg, Germany
| | - Mirko Cortese
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Medical Faculty Heidelberg, Center for Integrative Infectious Disease Research, Heidelberg, Germany
| | - Ralf Bartenschlager
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Medical Faculty Heidelberg, Center for Integrative Infectious Disease Research, Heidelberg, Germany
- German Center for Infection Research, Heidelberg partner site, Heidelberg, Germany
- Division “Virus-Associated Carcinogenesis”, German Cancer Research Center (DKFZ), Heidelberg, Germany
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2
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Goellner S, Enkavi G, Prasad V, Denolly S, Eu S, Mizzon G, Witte L, Kulig W, Uckeley ZM, Lavacca TM, Haselmann U, Lozach PY, Brügger B, Vattulainen I, Bartenschlager R. Zika virus prM protein contains cholesterol binding motifs required for virus entry and assembly. Nat Commun 2023; 14:7344. [PMID: 37957166 PMCID: PMC10643666 DOI: 10.1038/s41467-023-42985-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 10/25/2023] [Indexed: 11/15/2023] Open
Abstract
For successful infection of host cells and virion production, enveloped viruses, including Zika virus (ZIKV), extensively rely on cellular lipids. However, how virus protein-lipid interactions contribute to the viral life cycle remains unclear. Here, we employ a chemo-proteomics approach with a bifunctional cholesterol probe and show that cholesterol is closely associated with the ZIKV structural protein prM. Bioinformatic analyses, reverse genetics alongside with photoaffinity labeling assays, and atomistic molecular dynamics simulations identified two functional cholesterol binding motifs within the prM transmembrane domain. Loss of prM-cholesterol association has a bipartite effect reducing ZIKV entry and leading to assembly defects. We propose a model in which membrane-resident M facilitates cholesterol-supported lipid exchange during endosomal entry and, together with cholesterol, creates a platform promoting virion assembly. In summary, we identify a bifunctional role of prM in the ZIKV life cycle by mediating viral entry and virus assembly in a cholesterol-dependent manner.
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Affiliation(s)
- Sarah Goellner
- Heidelberg University, Medical Faculty Heidelberg, Department of Infectious Diseases, Molecular Virology, Center for Integrative Infectious Diseases Research, Heidelberg, Germany
| | - Giray Enkavi
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - Vibhu Prasad
- Heidelberg University, Medical Faculty Heidelberg, Department of Infectious Diseases, Molecular Virology, Center for Integrative Infectious Diseases Research, Heidelberg, Germany
| | - Solène Denolly
- Heidelberg University, Medical Faculty Heidelberg, Department of Infectious Diseases, Molecular Virology, Center for Integrative Infectious Diseases Research, Heidelberg, Germany
| | - Sungmin Eu
- Heidelberg University, Medical Faculty Heidelberg, Department of Infectious Diseases, Molecular Virology, Center for Integrative Infectious Diseases Research, Heidelberg, Germany
- d-fine GmbH, Frankfurt, Germany
| | - Giulia Mizzon
- Heidelberg University, Medical Faculty Heidelberg, Department of Infectious Diseases, Molecular Virology, Center for Integrative Infectious Diseases Research, Heidelberg, Germany
- German Center for Infection Research (DZIF), Heidelberg partner site, Heidelberg, Germany
| | - Leander Witte
- Heidelberg University, Medical Faculty Heidelberg, Department of Infectious Diseases, Molecular Virology, Center for Integrative Infectious Diseases Research, Heidelberg, Germany
| | - Waldemar Kulig
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - Zina M Uckeley
- Heidelberg University, Medical Faculty Heidelberg, Department of Infectious Diseases, Virology, Center for Integrative Infectious Diseases Research, Heidelberg, Germany
- Department of Molecular Genetics & Microbiology, University of Florida, Florida, USA
| | - Teresa M Lavacca
- Heidelberg University, Medical Faculty Heidelberg, Department of Infectious Diseases, Molecular Virology, Center for Integrative Infectious Diseases Research, Heidelberg, Germany
| | - Uta Haselmann
- Heidelberg University, Medical Faculty Heidelberg, Department of Infectious Diseases, Molecular Virology, Center for Integrative Infectious Diseases Research, Heidelberg, Germany
| | - Pierre-Yves Lozach
- Heidelberg University, Medical Faculty Heidelberg, Department of Infectious Diseases, Virology, Center for Integrative Infectious Diseases Research, Heidelberg, Germany
- INRAE, EPHE, IVPC, University of Lyon, Lyon, France
| | - Britta Brügger
- Heidelberg University Biochemistry Center (BZH), Heidelberg, Germany
| | - Ilpo Vattulainen
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - Ralf Bartenschlager
- Heidelberg University, Medical Faculty Heidelberg, Department of Infectious Diseases, Molecular Virology, Center for Integrative Infectious Diseases Research, Heidelberg, Germany.
- German Center for Infection Research (DZIF), Heidelberg partner site, Heidelberg, Germany.
- Division Virus-Associated Carcinogenesis, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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3
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Mocaer K, Mizzon G, Gunkel M, Halavatyi A, Steyer A, Oorschot V, Schorb M, Le Kieffre C, Yee DP, Chevalier F, Gallet B, Decelle J, Schwab Y, Ronchi P. Targeted volume correlative light and electron microscopy of an environmental marine microorganism. J Cell Sci 2023; 136:jcs261355. [PMID: 37455654 PMCID: PMC10445747 DOI: 10.1242/jcs.261355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 07/06/2023] [Indexed: 07/18/2023] Open
Abstract
Photosynthetic microalgae are responsible for an important fraction of CO2 fixation and O2 production on Earth. Three-dimensional (3D) ultrastructural characterization of these organisms in their natural environment can contribute to a deeper understanding of their cell biology. However, the low throughput of volume electron microscopy (vEM) methods along with the complexity and heterogeneity of environmental samples pose great technical challenges. In the present study, we used a workflow based on a specific electron microscopy sample preparation method compatible with both light and vEM imaging in order to target one cell among a complex natural community. This method revealed the 3D subcellular landscape of a photosynthetic dinoflagellate, which we identified as Ensiculifera tyrrhenica, with quantitative characterization of multiple organelles. We show that this cell contains a single convoluted chloroplast and show the arrangement of the flagellar apparatus with its associated photosensitive elements. Moreover, we observed partial chromatin unfolding, potentially associated with transcription activity in these organisms, in which chromosomes are permanently condensed. Together with providing insights in dinoflagellate biology, this proof-of-principle study illustrates an efficient tool for the targeted ultrastructural analysis of environmental microorganisms in heterogeneous mixes.
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Affiliation(s)
- Karel Mocaer
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
- Collaboration for joint PhD degree between the European Molecular Biology Laboratory and the Heidelberg University, Faculty of Biosciences, 69120 Heidelberg, Germany
| | - Giulia Mizzon
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
- Department of Infectious Diseases, Molecular Virology, CIID, 69120 Heidelberg, Germany
- German Center for Infection Research, Heidelberg partner site, 69120 Heidelberg, Germany
| | - Manuel Gunkel
- Advanced Light Microscopy Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Aliaksandr Halavatyi
- Advanced Light Microscopy Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Anna Steyer
- EMBL Imaging Centre, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Viola Oorschot
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Martin Schorb
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | | | - Daniel P. Yee
- Université Grenoble Alpes, CNRS, CEA, INRAe, IRIG-LPCV, 38054 Grenoble, France
| | - Fabien Chevalier
- Université Grenoble Alpes, CNRS, CEA, INRAe, IRIG-LPCV, 38054 Grenoble, France
| | - Benoit Gallet
- Institut de Biologie Structurale (IBS), Université Grenoble Alpes, CEA, CNRS, 38000 Grenoble, France
| | - Johan Decelle
- Université Grenoble Alpes, CNRS, CEA, INRAe, IRIG-LPCV, 38054 Grenoble, France
| | - Yannick Schwab
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Paolo Ronchi
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
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4
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Pape C, Meechan K, Moreva E, Schorb M, Chiaruttini N, Zinchenko V, Martinez Vergara H, Mizzon G, Moore J, Arendt D, Kreshuk A, Schwab Y, Tischer C. MoBIE: a Fiji plugin for sharing and exploration of multi-modal cloud-hosted big image data. Nat Methods 2023; 20:475-476. [PMID: 36765247 DOI: 10.1038/s41592-023-01776-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
Affiliation(s)
- Constantin Pape
- European Molecular Biology Laboratory, Heidelberg, Germany.
- Institute of Computer Science, Georg-August University Göttingen, Göttingen, Germany.
| | - Kimberly Meechan
- European Molecular Biology Laboratory, Heidelberg, Germany
- Collaboration for joint PhD degree between European Molecular Biology Laboratory and Heidelberg University, Faculty of Biosciences, Heidelberg, Germany
| | - Ekaterina Moreva
- Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia
| | - Martin Schorb
- European Molecular Biology Laboratory, Heidelberg, Germany
| | - Nicolas Chiaruttini
- BioImaging & Optics Platform, Faculty of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Valentyna Zinchenko
- European Molecular Biology Laboratory, Heidelberg, Germany
- Collaboration for joint PhD degree between European Molecular Biology Laboratory and Heidelberg University, Faculty of Biosciences, Heidelberg, Germany
| | | | - Giulia Mizzon
- European Molecular Biology Laboratory, Heidelberg, Germany
- Center for Integrative Infectious Disease Research, Molecular Virology, Heidelberg University, Heidelberg, Germany
- German Center for Infection Research, Heidelberg, Germany
| | - Josh Moore
- German BioImaging - Gesellschaft für Mikroskopie und Bildanalyse e.V., Konstanz, Germany
- University of Dundee, Open Microscopy Consortium, Dundee, Scotland, UK
| | - Detlev Arendt
- European Molecular Biology Laboratory, Heidelberg, Germany
| | - Anna Kreshuk
- European Molecular Biology Laboratory, Heidelberg, Germany
| | - Yannick Schwab
- European Molecular Biology Laboratory, Heidelberg, Germany
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5
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Paganos P, Ronchi P, Carl J, Mizzon G, Martinez P, Benvenuto G, Arnone MI. Integrating single cell transcriptomics and volume electron microscopy confirms the presence of pancreatic acinar-like cells in sea urchins. Front Cell Dev Biol 2022; 10:991664. [PMID: 36060803 PMCID: PMC9437490 DOI: 10.3389/fcell.2022.991664] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 07/21/2022] [Indexed: 01/11/2023] Open
Abstract
The identity and function of a given cell type relies on the differential expression of gene batteries that promote diverse phenotypes and functional specificities. Therefore, the identification of the molecular and morphological fingerprints of cell types across taxa is essential for untangling their evolution. Here we use a multidisciplinary approach to identify the molecular and morphological features of an exocrine, pancreas-like cell type harbored within the sea urchin larval gut. Using single cell transcriptomics, we identify various cell populations with a pancreatic-like molecular fingerprint that are enriched within the S. purpuratus larva digestive tract. Among these, in the region where they reside, the midgut/stomach domain, we find that populations of exocrine pancreas-like cells have a unique regulatory wiring distinct from the rest the of the cell types of the same region. Furthermore, Serial Block-face scanning Electron Microscopy (SBEM) of the exocrine cells shows that this reported molecular diversity is associated to distinct morphological features that reflect the physiological and functional properties of this cell type. Therefore, we propose that these sea urchin exocrine cells are homologous to the well-known mammalian pancreatic acinar cells and thus we trace the origin of this particular cell type to the time of deuterostome diversification. Overall, our approach allows a thorough characterization of a complex cell type and shows how both the transcriptomic and morphological information contribute to disentangling the evolution of cell types and organs such as the pancreatic cells and pancreas.
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Affiliation(s)
| | - Paolo Ronchi
- European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Jil Carl
- European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Giulia Mizzon
- European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Pedro Martinez
- Institut Català de Recerca i Estudis Avancats (ICREA), Barcelona, Spain,Genetics Department, University of Barcelona, Barcelona, Spain
| | | | - Maria Ina Arnone
- Stazione Zoologica Anton Dohrn (SZN), Naples, Italy,*Correspondence: Maria Ina Arnone,
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6
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Zouiouich M, Di Mattia T, Martinet A, Eichler J, Wendling C, Tomishige N, Grandgirard E, Fuggetta N, Fromental-Ramain C, Mizzon G, Dumesnil C, Carpentier M, Reina-San-Martin B, Mathelin C, Schwab Y, Thiam AR, Kobayashi T, Drin G, Tomasetto C, Alpy F. MOSPD2 is an endoplasmic reticulum-lipid droplet tether functioning in LD homeostasis. J Cell Biol 2022; 221:213116. [PMID: 35389430 DOI: 10.1083/jcb.202110044] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 02/11/2022] [Accepted: 03/16/2022] [Indexed: 12/28/2022] Open
Abstract
Membrane contact sites between organelles are organized by protein bridges. Among the components of these contacts, the VAP family comprises ER-anchored proteins, such as MOSPD2, that function as major ER-organelle tethers. MOSPD2 distinguishes itself from the other members of the VAP family by the presence of a CRAL-TRIO domain. In this study, we show that MOSPD2 forms ER-lipid droplet (LD) contacts, thanks to its CRAL-TRIO domain. MOSPD2 ensures the attachment of the ER to LDs through a direct protein-membrane interaction. The attachment mechanism involves an amphipathic helix that has an affinity for lipid packing defects present at the surface of LDs. Remarkably, the absence of MOSPD2 markedly disturbs the assembly of lipid droplets. These data show that MOSPD2, in addition to being a general ER receptor for inter-organelle contacts, possesses an additional tethering activity and is specifically implicated in the biology of LDs via its CRAL-TRIO domain.
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Affiliation(s)
- Mehdi Zouiouich
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, France.,Inserm, UMR-S 1258, Illkirch, France.,CNRS, UMR 7104, Illkirch, France.,Université de Strasbourg, IGBMC UMR 7104- UMR-S 1258, Illkirch, France
| | - Thomas Di Mattia
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, France.,Inserm, UMR-S 1258, Illkirch, France.,CNRS, UMR 7104, Illkirch, France.,Université de Strasbourg, IGBMC UMR 7104- UMR-S 1258, Illkirch, France
| | - Arthur Martinet
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, France.,Inserm, UMR-S 1258, Illkirch, France.,CNRS, UMR 7104, Illkirch, France.,Université de Strasbourg, IGBMC UMR 7104- UMR-S 1258, Illkirch, France
| | - Julie Eichler
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, France.,Inserm, UMR-S 1258, Illkirch, France.,CNRS, UMR 7104, Illkirch, France.,Université de Strasbourg, IGBMC UMR 7104- UMR-S 1258, Illkirch, France
| | - Corinne Wendling
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, France.,Inserm, UMR-S 1258, Illkirch, France.,CNRS, UMR 7104, Illkirch, France.,Université de Strasbourg, IGBMC UMR 7104- UMR-S 1258, Illkirch, France
| | - Nario Tomishige
- Laboratoire de Bioimagerie et Pathologies, UMR 7021 CNRS, Faculté de Pharmacie, Université de Strasbourg, Illkirch, France
| | - Erwan Grandgirard
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, France.,Inserm, UMR-S 1258, Illkirch, France.,CNRS, UMR 7104, Illkirch, France.,Université de Strasbourg, IGBMC UMR 7104- UMR-S 1258, Illkirch, France
| | - Nicolas Fuggetta
- Université Côte d'Azur, Centre National de la Recherche Scientifique, Institut de Pharmacologie Moléculaire et Cellulaire, Valbonne, France
| | - Catherine Fromental-Ramain
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, France.,Inserm, UMR-S 1258, Illkirch, France.,CNRS, UMR 7104, Illkirch, France.,Université de Strasbourg, IGBMC UMR 7104- UMR-S 1258, Illkirch, France
| | - Giulia Mizzon
- European Molecular Biology Laboratory, Cell Biology and Biophysics Unit, Heidelberg, Germany
| | - Calvin Dumesnil
- Laboratoire de Physique de l'École Normale Supérieure, Université Paris Sciences and Lettres, Centre National de la Recherche Scientifique, Sorbonne Université, Université de Paris, Paris, France
| | - Maxime Carpentier
- Laboratoire de Physique de l'École Normale Supérieure, Université Paris Sciences and Lettres, Centre National de la Recherche Scientifique, Sorbonne Université, Université de Paris, Paris, France
| | - Bernardo Reina-San-Martin
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, France.,Inserm, UMR-S 1258, Illkirch, France.,CNRS, UMR 7104, Illkirch, France.,Université de Strasbourg, IGBMC UMR 7104- UMR-S 1258, Illkirch, France
| | - Carole Mathelin
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, France.,Inserm, UMR-S 1258, Illkirch, France.,CNRS, UMR 7104, Illkirch, France.,Université de Strasbourg, IGBMC UMR 7104- UMR-S 1258, Illkirch, France.,Institut de Cancérologie Strasbourg Europe, Strasbourg, France
| | - Yannick Schwab
- European Molecular Biology Laboratory, Cell Biology and Biophysics Unit, Heidelberg, Germany
| | - Abdou Rachid Thiam
- Laboratoire de Physique de l'École Normale Supérieure, Université Paris Sciences and Lettres, Centre National de la Recherche Scientifique, Sorbonne Université, Université de Paris, Paris, France
| | - Toshihide Kobayashi
- Laboratoire de Bioimagerie et Pathologies, UMR 7021 CNRS, Faculté de Pharmacie, Université de Strasbourg, Illkirch, France
| | - Guillaume Drin
- Université Côte d'Azur, Centre National de la Recherche Scientifique, Institut de Pharmacologie Moléculaire et Cellulaire, Valbonne, France
| | - Catherine Tomasetto
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, France.,Inserm, UMR-S 1258, Illkirch, France.,CNRS, UMR 7104, Illkirch, France.,Université de Strasbourg, IGBMC UMR 7104- UMR-S 1258, Illkirch, France
| | - Fabien Alpy
- IGBMC, Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, France.,Inserm, UMR-S 1258, Illkirch, France.,CNRS, UMR 7104, Illkirch, France.,Université de Strasbourg, IGBMC UMR 7104- UMR-S 1258, Illkirch, France
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7
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Musser JM, Schippers KJ, Nickel M, Mizzon G, Kohn AB, Pape C, Ronchi P, Papadopoulos N, Tarashansky AJ, Hammel JU, Wolf F, Liang C, Hernández-Plaza A, Cantalapiedra CP, Achim K, Schieber NL, Pan L, Ruperti F, Francis WR, Vargas S, Kling S, Renkert M, Polikarpov M, Bourenkov G, Feuda R, Gaspar I, Burkhardt P, Wang B, Bork P, Beck M, Schneider TR, Kreshuk A, Wörheide G, Huerta-Cepas J, Schwab Y, Moroz LL, Arendt D. Profiling cellular diversity in sponges informs animal cell type and nervous system evolution. Science 2021; 374:717-723. [PMID: 34735222 DOI: 10.1126/science.abj2949] [Citation(s) in RCA: 78] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
[Figure: see text].
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Affiliation(s)
- Jacob M Musser
- Developmental Biology Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Klaske J Schippers
- Developmental Biology Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Michael Nickel
- Developmental Biology Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany.,Friedrich-Schiller-Universität Jena, Institut für Zoologie und Evolutionsforschung mit Phyletischem Museum, Ernst-Haeckel-Haus und Biologiedidaktik, 07743 Jena, Germany.,GeoBio-Center, Ludwig-Maximilians-Universität München, 80333 München, Germany
| | - Giulia Mizzon
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Andrea B Kohn
- Whitney Laboratory for Marine Bioscience, University of Florida, St. Augustine, FL 32080, USA
| | - Constantin Pape
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Paolo Ronchi
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Nikolaos Papadopoulos
- Developmental Biology Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | | | - Jörg U Hammel
- Friedrich-Schiller-Universität Jena, Institut für Zoologie und Evolutionsforschung mit Phyletischem Museum, Ernst-Haeckel-Haus und Biologiedidaktik, 07743 Jena, Germany.,Institute for Materials Physics, Helmholtz-Zentrum Hereon, 21502 Geesthacht, Germany
| | - Florian Wolf
- Friedrich-Schiller-Universität Jena, Institut für Zoologie und Evolutionsforschung mit Phyletischem Museum, Ernst-Haeckel-Haus und Biologiedidaktik, 07743 Jena, Germany
| | - Cong Liang
- Center for Applied Mathematics, Tianjin University, Tianjin 300072, China
| | - Ana Hernández-Plaza
- Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de Madrid (UPM) and Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), 28223 Madrid, Spain
| | - Carlos P Cantalapiedra
- Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de Madrid (UPM) and Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), 28223 Madrid, Spain
| | - Kaia Achim
- Developmental Biology Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Nicole L Schieber
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Leslie Pan
- Developmental Biology Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Fabian Ruperti
- Developmental Biology Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany.,Collaboration for joint Ph.D. degree between EMBL and Heidelberg University, Faculty of Biosciences 69117 Heidelberg, Germany
| | - Warren R Francis
- Department of Earth and Environmental Sciences, Paleontology & Geobiology, Ludwig-Maximilians-Universität München, 80333 München, Germany
| | - Sergio Vargas
- Department of Earth and Environmental Sciences, Paleontology & Geobiology, Ludwig-Maximilians-Universität München, 80333 München, Germany
| | - Svenja Kling
- Developmental Biology Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany.,Centre for Organismal Studies (COS), University of Heidelberg, 69120 Heidelberg, Germany
| | - Maike Renkert
- Developmental Biology Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Maxim Polikarpov
- Hamburg Unit c/o DESY, European Molecular Biology Laboratory, Hamburg, 22607 Germany.,Department of Information Technology and Electrical Engineering, ETH Zurich, CH-8092 Zurich, Switzerland
| | - Gleb Bourenkov
- Hamburg Unit c/o DESY, European Molecular Biology Laboratory, Hamburg, 22607 Germany
| | - Roberto Feuda
- Department of Genetics and Genome Biology, University of Leicester, Leicester LE1 7RH, UK
| | - Imre Gaspar
- Developmental Biology Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany.,Department of Totipotency, Max Planck Institute of Biochemistry, 82152 Martinsried, Germany
| | - Pawel Burkhardt
- Sars International Centre for Marine Molecular Biology, University of Bergen, 5008 Bergen, Norway
| | - Bo Wang
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA.,Department of Developmental Biology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Peer Bork
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Martin Beck
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Thomas R Schneider
- Hamburg Unit c/o DESY, European Molecular Biology Laboratory, Hamburg, 22607 Germany
| | - Anna Kreshuk
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Gert Wörheide
- GeoBio-Center, Ludwig-Maximilians-Universität München, 80333 München, Germany.,Department of Earth and Environmental Sciences, Paleontology & Geobiology, Ludwig-Maximilians-Universität München, 80333 München, Germany.,Bayerische Staatssammlung für Paläontologie und Geologie (SNSB), 80333 München, Germany
| | - Jaime Huerta-Cepas
- Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de Madrid (UPM) and Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), 28223 Madrid, Spain.,Structural and Computational Biology Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Yannick Schwab
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany.,Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Leonid L Moroz
- Whitney Laboratory for Marine Bioscience, University of Florida, St. Augustine, FL 32080, USA.,Department of Neuroscience and Brain Institute, University of Florida, Gainesville, FL 32610, USA.,McKnight Brain Institute, University of Florida, Gainesville, FL 32610, USA
| | - Detlev Arendt
- Developmental Biology Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany.,Centre for Organismal Studies (COS), University of Heidelberg, 69120 Heidelberg, Germany
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8
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Ronchi P, Mizzon G, Machado P, D’Imprima E, Best BT, Cassella L, Schnorrenberg S, Montero MG, Jechlinger M, Ephrussi A, Leptin M, Mahamid J, Schwab Y. High-precision targeting workflow for volume electron microscopy. J Cell Biol 2021; 220:e202104069. [PMID: 34160561 PMCID: PMC8225610 DOI: 10.1083/jcb.202104069] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 05/27/2021] [Accepted: 06/06/2021] [Indexed: 02/07/2023] Open
Abstract
Cells are 3D objects. Therefore, volume EM (vEM) is often crucial for correct interpretation of ultrastructural data. Today, scanning EM (SEM) methods such as focused ion beam (FIB)-SEM are frequently used for vEM analyses. While they allow automated data acquisition, precise targeting of volumes of interest within a large sample remains challenging. Here, we provide a workflow to target FIB-SEM acquisition of fluorescently labeled cells or subcellular structures with micrometer precision. The strategy relies on fluorescence preservation during sample preparation and targeted trimming guided by confocal maps of the fluorescence signal in the resin block. Laser branding is used to create landmarks on the block surface to position the FIB-SEM acquisition. Using this method, we acquired volumes of specific single cells within large tissues such as 3D cultures of mouse mammary gland organoids, tracheal terminal cells in Drosophila melanogaster larvae, and ovarian follicular cells in adult Drosophila, discovering ultrastructural details that could not be appreciated before.
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Affiliation(s)
- Paolo Ronchi
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Giulia Mizzon
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Pedro Machado
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Edoardo D’Imprima
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Benedikt T. Best
- Directors’ Research, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Lucia Cassella
- Developmental Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Sebastian Schnorrenberg
- Advanced Light Microscopy Facility, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Marta G. Montero
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Martin Jechlinger
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Anne Ephrussi
- Developmental Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Maria Leptin
- Directors’ Research, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Julia Mahamid
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Yannick Schwab
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, Heidelberg, Germany
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, Heidelberg, Germany
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9
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Cortese M, Lee JY, Cerikan B, Neufeldt CJ, Oorschot VMJ, Köhrer S, Hennies J, Schieber NL, Ronchi P, Mizzon G, Romero-Brey I, Santarella-Mellwig R, Schorb M, Boermel M, Mocaer K, Beckwith MS, Templin RM, Gross V, Pape C, Tischer C, Frankish J, Horvat NK, Laketa V, Stanifer M, Boulant S, Ruggieri A, Chatel-Chaix L, Schwab Y, Bartenschlager R. Integrative Imaging Reveals SARS-CoV-2-Induced Reshaping of Subcellular Morphologies. Cell Host Microbe 2020; 28:853-866.e5. [PMID: 33245857 PMCID: PMC7670925 DOI: 10.1016/j.chom.2020.11.003] [Citation(s) in RCA: 175] [Impact Index Per Article: 43.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 09/30/2020] [Accepted: 11/12/2020] [Indexed: 12/27/2022]
Abstract
Pathogenesis induced by SARS-CoV-2 is thought to result from both an inflammation-dominated cytokine response and virus-induced cell perturbation causing cell death. Here, we employ an integrative imaging analysis to determine morphological organelle alterations induced in SARS-CoV-2-infected human lung epithelial cells. We report 3D electron microscopy reconstructions of whole cells and subcellular compartments, revealing extensive fragmentation of the Golgi apparatus, alteration of the mitochondrial network and recruitment of peroxisomes to viral replication organelles formed by clusters of double-membrane vesicles (DMVs). These are tethered to the endoplasmic reticulum, providing insights into DMV biogenesis and spatial coordination of SARS-CoV-2 replication. Live cell imaging combined with an infection sensor reveals profound remodeling of cytoskeleton elements. Pharmacological inhibition of their dynamics suppresses SARS-CoV-2 replication. We thus report insights into virus-induced cytopathic effects and provide alongside a comprehensive publicly available repository of 3D datasets of SARS-CoV-2-infected cells for download and smooth online visualization.
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Affiliation(s)
- Mirko Cortese
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, 69120 Heidelberg, Germany.
| | - Ji-Young Lee
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, 69120 Heidelberg, Germany; German Center for Infection Research, Heidelberg partner site, Heidelberg, Germany
| | - Berati Cerikan
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, 69120 Heidelberg, Germany
| | - Christopher J Neufeldt
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, 69120 Heidelberg, Germany
| | - Viola M J Oorschot
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Sebastian Köhrer
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany; Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Julian Hennies
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany; Collaboration for joint PhD degree between EMBL and Heidelberg University, Faculty of Biosciences, Heidelberg, Germany
| | - Nicole L Schieber
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Paolo Ronchi
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Giulia Mizzon
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany; Electron Microscopy Core Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Inés Romero-Brey
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | | | - Martin Schorb
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Mandy Boermel
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Karel Mocaer
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Marianne S Beckwith
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Rachel M Templin
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Viktoriia Gross
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Constantin Pape
- Interdisciplinary Center for Scientific Computing, Heidelberg University, Heidelberg, Germany; European Molecular Biology Laboratory (EMBL), 69117 Heidelberg, Germany
| | - Christian Tischer
- Center for Bioimage Analysis, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Jamie Frankish
- BioMed X Institute, BioMed X GmbH, 69120 Heidelberg, Germany
| | - Natalie K Horvat
- European Molecular Biology Laboratory (EMBL), 69117 Heidelberg, Germany; Molecular Medicine Partnership Unit (MMPU), Otto-Meyerhof-Zentrum, Im Neuenheimer Feld 350, 69120 Heidelberg, Germany
| | - Vibor Laketa
- German Center for Infection Research, Heidelberg partner site, Heidelberg, Germany
| | - Megan Stanifer
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, 69120 Heidelberg, Germany
| | - Steeve Boulant
- Research Group "Cellular polarity and viral infection," German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Department of Infectious Diseases, Virology, Heidelberg University, 69120 Heidelberg, Germany
| | - Alessia Ruggieri
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, 69120 Heidelberg, Germany
| | - Laurent Chatel-Chaix
- Institut National de la Recherche Scientifique, Centre Armand-Frappier Santé Biotechnologie, 531, Boulevard des Prairies Laval, Québec, QC H7V 1B7, Canada
| | - Yannick Schwab
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, 69117 Heidelberg, Germany; Electron Microscopy Core Facility, European Molecular Biology Laboratory, 69117 Heidelberg, Germany.
| | - Ralf Bartenschlager
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, 69120 Heidelberg, Germany; German Center for Infection Research, Heidelberg partner site, Heidelberg, Germany; Division Virus-Associated Carcinogenesis, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.
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10
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Choudhary V, El Atab O, Mizzon G, Prinz WA, Schneiter R. Seipin and Nem1 establish discrete ER subdomains to initiate yeast lipid droplet biogenesis. J Cell Biol 2020; 219:e201910177. [PMID: 32349126 PMCID: PMC7337503 DOI: 10.1083/jcb.201910177] [Citation(s) in RCA: 55] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Revised: 02/26/2020] [Accepted: 04/03/2020] [Indexed: 02/03/2023] Open
Abstract
Lipid droplets (LDs) are fat storage organelles that originate from the endoplasmic reticulum (ER). Relatively little is known about how sites of LD formation are selected and which proteins/lipids are necessary for the process. Here, we show that LDs induced by the yeast triacylglycerol (TAG)-synthases Lro1 and Dga1 are formed at discrete ER subdomains defined by seipin (Fld1), and a regulator of diacylglycerol (DAG) production, Nem1. Fld1 and Nem1 colocalize to ER-LD contact sites. We find that Fld1 and Nem1 localize to ER subdomains independently of each other and of LDs, but both are required for the subdomains to recruit the TAG-synthases and additional LD biogenesis factors: Yft2, Pex30, Pet10, and Erg6. These subdomains become enriched in DAG. We conclude that Fld1 and Nem1 are both necessary to recruit proteins to ER subdomains where LD biogenesis occurs.
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Affiliation(s)
- Vineet Choudhary
- Department of Biology, University of Fribourg, Fribourg, Switzerland
| | - Ola El Atab
- Department of Biology, University of Fribourg, Fribourg, Switzerland
| | - Giulia Mizzon
- Electron Microscopy Core Facility, European Molecular Biology Laboratory, Heidelberg, Germany
| | - William A. Prinz
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | - Roger Schneiter
- Department of Biology, University of Fribourg, Fribourg, Switzerland
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11
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Pape C, Matskevych A, Wolny A, Hennies J, Mizzon G, Louveaux M, Musser J, Maizel A, Arendt D, Kreshuk A. Leveraging Domain Knowledge to Improve Microscopy Image Segmentation With Lifted Multicuts. Front Comput Sci 2019. [DOI: 10.3389/fcomp.2019.00006] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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12
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Bueno PR, Mizzon G, Davis JJ. Capacitance Spectroscopy: A Versatile Approach To Resolving the Redox Density of States and Kinetics in Redox-Active Self-Assembled Monolayers. J Phys Chem B 2012; 116:8822-9. [DOI: 10.1021/jp303700f] [Citation(s) in RCA: 73] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Paulo R. Bueno
- Instituto de Química, Universidade Estadual Paulista, CP 355, 14800-900,
Araraquara, São Paulo, Brazil
| | - Giulia Mizzon
- Department
of Chemistry, University of Oxford, South Parks Road, Oxford OX1 3QZ, U.K
| | - Jason J. Davis
- Department
of Chemistry, University of Oxford, South Parks Road, Oxford OX1 3QZ, U.K
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13
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Salverda J, Patil A, Mizzon G, Kuznetsova S, Zauner G, Akkilic N, Canters G, Davis J, Heering H, Aartsma T. Fluorescent Cyclic Voltammetry of Immobilized Azurin: Direct Observation of Thermodynamic and Kinetic Heterogeneity. Angew Chem Int Ed Engl 2010; 49:5776-9. [DOI: 10.1002/anie.201001298] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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14
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Salverda J, Patil A, Mizzon G, Kuznetsova S, Zauner G, Akkilic N, Canters G, Davis J, Heering H, Aartsma T. Fluorescent Cyclic Voltammetry of Immobilized Azurin: Direct Observation of Thermodynamic and Kinetic Heterogeneity. Angew Chem Int Ed Engl 2010. [DOI: 10.1002/ange.201001298] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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