1
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Carreño A, Guerrero-Yagüe R, Casal E, Mendoza R, Corchero JL. Tuning plasmid DNA amounts for cost-effective transfections of mammalian cells: when less is more. Appl Microbiol Biotechnol 2024; 108:98. [PMID: 38212965 PMCID: PMC10784393 DOI: 10.1007/s00253-024-13003-x] [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: 07/17/2023] [Revised: 12/29/2023] [Accepted: 01/04/2024] [Indexed: 01/13/2024]
Abstract
Transient gene expression (TGE) in mammalian cells is a well-known approach to the fast expression of recombinant proteins. The human cell line HEK (human embryonic kidney) 293F is widely used in this field, due to its adaptability to grow in suspension to high cell densities in serum-free media, amenability to transfection, and production of recombinant proteins in satisfactory quantities for functional and structural analysis. Amounts of plasmid DNA (pDNA) required in transfections for TGE remain high (usually 1 µg pDNA/mL, or even higher), representing a noticeable proportion of the overall cost. Thus, there is an economic need to reduce amounts of coding pDNA in TGE processes. In this work, amounts of both pDNA and transfecting agent used for TGE in HEK 293F cells have been explored in order to reduce them without compromising (or even improving) the productivity of the process in terms of protein yield. In our hands, minimal polyethyleneimine (PEI) cytotoxicity and optimum protein yields were obtained when transfecting at 0.5 µg pDNA/mL (equal to 0.5 µg pDNA/million cells) and a DNA-to-PEI ratio of 1:3, a trend confirmed for several unrelated recombinant proteins. Thus, carefully tuning pDNA and transfecting agent amounts not only reduces the economic costs but also results in higher recombinant protein yields. These results surely have a direct application and interest for the biopharmaceutical industry, always concerned in increasing productivity while decreasing economic costs. KEY POINTS: • Mammalian cells are widely used to produce recombinant proteins in short times. • Tuning DNA and transfecting agent are of great interest to optimize economic costs. • Reducing DNA and transfecting agent amounts result in higher protein yields.
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Affiliation(s)
- Aida Carreño
- Institut de Biotecnologia i de Biomedicina, Universitat Autònoma de Barcelona, 08193, Bellaterra, Barcelona, Spain
- Institut de Ciència de Materials de Barcelona, ICMAB-CSIC, Campus UAB, 08193, Bellaterra, Spain
| | - Rubén Guerrero-Yagüe
- Institut de Biotecnologia i de Biomedicina, Universitat Autònoma de Barcelona, 08193, Bellaterra, Barcelona, Spain
- Gene Therapy for Neurometabolic Disorders, Edifici H, Institute of Neurosciences (INc) & Department of Biochemistry and Molecular Biology, Universitat Autònoma de Barcelona, 08193, Bellaterra, Barcelona, Spain
| | - Enriqueta Casal
- Institut de Biotecnologia i de Biomedicina, Universitat Autònoma de Barcelona, 08193, Bellaterra, Barcelona, Spain
- Alderley Analytical Ltd. Alderley Park, Macclesfield, Cheshire, SK10 4TG, UK
| | - Rosa Mendoza
- Institut de Biotecnologia i de Biomedicina, Universitat Autònoma de Barcelona, 08193, Bellaterra, Barcelona, Spain
- CIBER de Bioingeniería, Biomateriales y Nanomedicina, Instituto de Salud Carlos III, 08193, Bellaterra, Barcelona, Spain
| | - José Luis Corchero
- Institut de Biotecnologia i de Biomedicina, Universitat Autònoma de Barcelona, 08193, Bellaterra, Barcelona, Spain.
- CIBER de Bioingeniería, Biomateriales y Nanomedicina, Instituto de Salud Carlos III, 08193, Bellaterra, Barcelona, Spain.
- Departament de Genètica i de Microbiologia, Universitat Autònoma de Barcelona, 08193, Bellaterra, Barcelona, Spain.
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2
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González-Álamos M, Guerra P, Verdaguer N. Structure, Dynamics and Functional Implications of the Eukaryotic Vault Complex. Subcell Biochem 2024; 104:531-548. [PMID: 38963499 DOI: 10.1007/978-3-031-58843-3_20] [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] [Indexed: 07/05/2024]
Abstract
Vault ribonucleoprotein particles are naturally designed nanocages, widely found in the eukaryotic kingdom. Vaults consist of 78 copies of the major vault protein (MVP) that are organized in 2 symmetrical cup-shaped halves, of an approximate size of 70x40x40 nm, leaving a huge internal cavity which accommodates the vault poly(ADP-ribose) polymerase (vPARP), the telomerase-associated protein-1 (TEP1) and some small untranslated RNAs. Diverse hypotheses have been developed on possible functions of vaults, based on their unique capsular structure, their rapid movements and the distinct subcellular localization of the particles, implicating transport of cargo, but they are all pending confirmation. Vault particles also possess many attributes that can be exploited in nanobiotechnology, particularly in the creation of vehicles for the delivery of multiple molecular cargoes. Here we review what is known about the structure and dynamics of the vault complex and discuss a possible mechanism for the vault opening process. The recent findings in the characterization of the vaults in cells and in its natural microenvironment will be also discussed.
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Affiliation(s)
- María González-Álamos
- Structural and Molecular Biology Department, Instituto de Biología Molecular de Barcelona (IBMB-CSIC), Barcelona, Spain
| | - Pablo Guerra
- Cryo-Electron Microscopy Platform - IBMB CSIC, Joint Electron Microscopy Center at ALBA (JEMCA), Barcelona, Spain
| | - Núria Verdaguer
- Structural and Molecular Biology Department, Instituto de Biología Molecular de Barcelona (IBMB-CSIC), Barcelona, Spain.
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3
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Berger C, Dumoux M, Glen T, Yee NBY, Mitchels JM, Patáková Z, Darrow MC, Naismith JH, Grange M. Plasma FIB milling for the determination of structures in situ. Nat Commun 2023; 14:629. [PMID: 36746945 PMCID: PMC9902539 DOI: 10.1038/s41467-023-36372-9] [Citation(s) in RCA: 33] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 01/26/2023] [Indexed: 02/08/2023] Open
Abstract
Structural biology studies inside cells and tissues require methods to thin vitrified specimens to electron transparency. Until now, focused ion beams based on gallium have been used. However, ion implantation, changes to surface chemistry and an inability to access high currents limit gallium application. Here, we show that plasma-coupled ion sources can produce cryogenic lamellae of vitrified human cells in a robust and automated manner, with quality sufficient for pseudo-atomic structure determination. Lamellae were produced in a prototype microscope equipped for long cryogenic run times (> 1 week) and with multi-specimen support fully compatible with modern-day transmission electron microscopes. We demonstrate that plasma ion sources can be used for structural biology within cells, determining a structure in situ to 4.9 Å, and characterise the resolution dependence on particle distance from the lamella edge. We describe a workflow upon which different plasmas can be examined to further streamline lamella fabrication.
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Affiliation(s)
- Casper Berger
- Structural Biology, The Rosalind Franklin Institute, Harwell Science & Innovation Campus, Didcot, OX11 0QS, United Kingdom.,Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, OX3 7BN, Oxford, United Kingdom
| | - Maud Dumoux
- Structural Biology, The Rosalind Franklin Institute, Harwell Science & Innovation Campus, Didcot, OX11 0QS, United Kingdom
| | - Thomas Glen
- Structural Biology, The Rosalind Franklin Institute, Harwell Science & Innovation Campus, Didcot, OX11 0QS, United Kingdom
| | - Neville B-Y Yee
- Artificial Intelligence & Informatics, The Rosalind Franklin Institute, Harwell Science & Innovation Campus, Didcot, OX11 0QS, United Kingdom
| | - John M Mitchels
- Thermo Fisher Scientific Brno s.r.o, Brno, 627 00, Czech Republic
| | - Zuzana Patáková
- Thermo Fisher Scientific Brno s.r.o, Brno, 627 00, Czech Republic
| | - Michele C Darrow
- Artificial Intelligence & Informatics, The Rosalind Franklin Institute, Harwell Science & Innovation Campus, Didcot, OX11 0QS, United Kingdom
| | - James H Naismith
- Structural Biology, The Rosalind Franklin Institute, Harwell Science & Innovation Campus, Didcot, OX11 0QS, United Kingdom.,Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, OX3 7BN, Oxford, United Kingdom
| | - Michael Grange
- Structural Biology, The Rosalind Franklin Institute, Harwell Science & Innovation Campus, Didcot, OX11 0QS, United Kingdom. .,Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, OX3 7BN, Oxford, United Kingdom.
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4
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Martín F, Carreño A, Mendoza R, Caruana P, Rodríguez F, Bravo M, Benito A, Ferrer-Miralles N, Céspedes MV, Corchero JL. All-in-one biofabrication and loading of recombinant vaults in human cells. Biofabrication 2022; 14. [PMID: 35203066 DOI: 10.1088/1758-5090/ac584d] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 02/24/2022] [Indexed: 11/12/2022]
Abstract
One of the most promising approaches in the drug delivery field is the use of naturally occurring self-assembling protein nanoparticles, such as virus-like particles, bacterial microcompartments or vault ribonucleoprotein particles as drug delivery systems (DDS). Among them, eukaryotic vaults show a promising future due to their structural features, in vitro stability and non-immunogenicity. Recombinant vaults are routinely produced in insect cells and purified through several ultracentrifugations, both tedious and time-consuming processes. As an alternative, this work proposes a new approach and protocols for the production of recombinant vaults in human cells by transient gene expression of a His-tagged version of the Major Vault Protein (MVP-H6), the development of new affinity-based purification processes for such recombinant vaults, and the all-in-one biofabrication and encapsulation of a cargo recombinant protein within such vaults by their co-expression in human cells. Protocols proposed here allow the easy and straightforward biofabrication and purification of engineered vaults loaded with virtually any INT-tagged cargo protein, in very short times, paving the way to faster and easier engineering and production of better and more efficient DDS.
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Affiliation(s)
- Fernando Martín
- Universitat Autonoma de Barcelona, Institut de Biotecnologia i de Biomedicina, Campus Universitari Bellaterra, Bellaterra, Bellaterra, Catalunya, 08193, SPAIN
| | - Aida Carreño
- Universitat Autonoma de Barcelona, Institut de Biotecnologia i de Biomedicina, Campus Universitari Bellaterra, Bellaterra, Bellaterra, Catalunya, 08193, SPAIN
| | - Rosa Mendoza
- CIBER-BBN, Institut de Biotecnologia i de Biomedicina, Campus Universitari Bellaterra, Bellaterra, Bellaterra, 08193, SPAIN
| | - Pablo Caruana
- Hospital de la Santa Creu i Sant Pau, Sant Pau Biomedical Research Institute (IIB Sant Pau) Carrer Sant Quintí, 77-79, Barcelona, Catalunya, 08041, SPAIN
| | - Francisco Rodríguez
- Hospital de la Santa Creu i Sant Pau, Sant Pau Biomedical Research Institute (IIB Sant Pau) Carrer Sant Quintí, 77-79 08041. Barcelona, Spain, Barcelona, Catalunya, 08041, SPAIN
| | - Marlon Bravo
- Universitat de Girona, Laboratori Enginyeria Proteines, Dept biologia, Universitat de Girona, Girona, Catalunya, 17003, SPAIN
| | - Antoni Benito
- Universitat de Girona, Facultat de Ciències, Universitat de Girona, Campus de Montilivi, Carrer Maria Aurèlia Capmany, 40,, Girona, Catalunya, 17003, SPAIN
| | - Neus Ferrer-Miralles
- Universitat Autonoma de Barcelona, Institut de Biotecnologia i de Biomedicina, Campus Universitari Bellaterra, Bellaterra, Bellaterra, Catalunya, 08193, SPAIN
| | - Mª Virtudes Céspedes
- Hospital de la Santa Creu i Sant Pau, Sant Pau Biomedical Research Institute (IIB Sant Pau) Carrer Sant Quintí, 77-79, Barcelona, Catalunya, 08041, SPAIN
| | - Jose Luis Corchero
- CIBER-BBN, Institut de Biotecnologia i de Biomedicina, Campus Universitari Bellaterra, Bellaterra, 08193, SPAIN
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5
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Guerra P, González-Alamos M, Llauró A, Casañas A, Querol-Audí J, de Pablo PJ, Verdaguer N. Symmetry disruption commits vault particles to disassembly. SCIENCE ADVANCES 2022; 8:eabj7795. [PMID: 35138889 PMCID: PMC8827651 DOI: 10.1126/sciadv.abj7795] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Vaults are ubiquitous ribonucleoprotein particles involved in a diversity of cellular processes, with promising applications as nanodevices for delivery of multiple cargos. The vault shell is assembled by the symmetrical association of multiple copies of the major vault protein that, initially, generates half vaults. The pairwise, anti-parallel association of two half vaults produces whole vaults. Here, using a combination of vault recombinant reconstitution and structural techniques, we characterized the molecular determinants for the vault opening process. This process commences with a relaxation of the vault waist, causing the expansion of the inner cavity. Then, local disengagement of amino-terminal domains at the vault midsection seeds a conformational change that leads to the aperture, facilitating access to the inner cavity where cargo is hosted. These results inform a hitherto uncharacterized step of the vault cycle and will aid current engineering efforts leveraging vault for tailored cargo delivery.
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Affiliation(s)
- Pablo Guerra
- Structural Biology Department, Instituto de Biología Molecular de Barcelona (IBMB-CSIC), Parc Científic de Barcelona, Baldiri i Reixac 15, E-08028 Barcelona, Spain
| | - María González-Alamos
- Structural Biology Department, Instituto de Biología Molecular de Barcelona (IBMB-CSIC), Parc Científic de Barcelona, Baldiri i Reixac 15, E-08028 Barcelona, Spain
| | - Aida Llauró
- Department of Condensed Matter Physics, Autonomous University of Madrid, Madrid 28049, Spain
| | - Arnau Casañas
- Structural Biology Department, Instituto de Biología Molecular de Barcelona (IBMB-CSIC), Parc Científic de Barcelona, Baldiri i Reixac 15, E-08028 Barcelona, Spain
| | - Jordi Querol-Audí
- Structural Biology Department, Instituto de Biología Molecular de Barcelona (IBMB-CSIC), Parc Científic de Barcelona, Baldiri i Reixac 15, E-08028 Barcelona, Spain
| | - Pedro J. de Pablo
- Department of Condensed Matter Physics, Autonomous University of Madrid, Madrid 28049, Spain
| | - Núria Verdaguer
- Structural Biology Department, Instituto de Biología Molecular de Barcelona (IBMB-CSIC), Parc Científic de Barcelona, Baldiri i Reixac 15, E-08028 Barcelona, Spain
- Corresponding author.
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6
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Richard IA, Burgess JT, O'Byrne KJ, Bolderson E. Beyond PARP1: The Potential of Other Members of the Poly (ADP-Ribose) Polymerase Family in DNA Repair and Cancer Therapeutics. Front Cell Dev Biol 2022; 9:801200. [PMID: 35096828 PMCID: PMC8795897 DOI: 10.3389/fcell.2021.801200] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 12/21/2021] [Indexed: 01/22/2023] Open
Abstract
The proteins within the Poly-ADP Ribose Polymerase (PARP) family encompass a diverse and integral set of cellular functions. PARP1 and PARP2 have been extensively studied for their roles in DNA repair and as targets for cancer therapeutics. Several PARP inhibitors (PARPi) have been approved for clinical use, however, while their efficacy is promising, tumours readily develop PARPi resistance. Many other members of the PARP protein family share catalytic domain homology with PARP1/2, however, these proteins are comparatively understudied, particularly in the context of DNA damage repair and tumourigenesis. This review explores the functions of PARP4,6-16 and discusses the current knowledge of the potential roles these proteins may play in DNA damage repair and as targets for cancer therapeutics.
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Affiliation(s)
- Iain A Richard
- Cancer and Ageing Research Program (CARP), Centre for Genomics and Personalised Health (CGPH), Queensland University of Technology (QUT), Brisbane, QLD, Australia
| | - Joshua T Burgess
- Cancer and Ageing Research Program (CARP), Centre for Genomics and Personalised Health (CGPH), Queensland University of Technology (QUT), Brisbane, QLD, Australia
| | - Kenneth J O'Byrne
- Cancer and Ageing Research Program (CARP), Centre for Genomics and Personalised Health (CGPH), Queensland University of Technology (QUT), Brisbane, QLD, Australia.,Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Emma Bolderson
- Cancer and Ageing Research Program (CARP), Centre for Genomics and Personalised Health (CGPH), Queensland University of Technology (QUT), Brisbane, QLD, Australia
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7
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Berger C, Ravelli RBG, López-Iglesias C, Peters PJ. Endocytosed nanogold fiducials for improved in-situ cryo-electron tomography tilt-series alignment. J Struct Biol 2021; 213:107698. [PMID: 33545353 DOI: 10.1016/j.jsb.2021.107698] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 12/24/2020] [Accepted: 01/13/2021] [Indexed: 11/17/2022]
Abstract
Cryo-electron tomography (CET) on cryo-focused ion beam (FIB)-milled lamellae is becoming a powerful technique for determining the structure of macromolecular complexes in their native cellular environment. Prior to tomogram reconstruction, CET tilt-series recorded on FIB lamellae need to be aligned. Traditionally, CET tilt-series alignment is performed with 5-20 nm gold fiducials, but it has thus far proven difficult to apply this to FIB lamellae of eukaryotic cells. In here, we describe a simple method to allow uptake of bovine serum albumin (BSA)-gold fiducials into mammalian cells via endocytosis, which can subsequently be used as fiducials for tilt-series alignment of cryo-FIB lamellae. We compare the alignment of tilt-series with BSA-gold fiducials to fiducial-less patch-tracking, and find better alignment results with BSA-gold. This technique can contribute to understand cells at a structural and ultrastructural level with both cryo- and room-temperature electron tomography. Furthermore, fluorescently labeled BSA-gold has the potential to be used as fiducials for correlative light and electron microscopy studies.
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Affiliation(s)
- Casper Berger
- Division of Nanoscopy, Maastricht Multimodal Molecular Imaging Institute, Maastricht University, the Netherlands
| | - Raimond B G Ravelli
- Division of Nanoscopy, Maastricht Multimodal Molecular Imaging Institute, Maastricht University, the Netherlands
| | - Carmen López-Iglesias
- Division of Nanoscopy, Maastricht Multimodal Molecular Imaging Institute, Maastricht University, the Netherlands
| | - Peter J Peters
- Division of Nanoscopy, Maastricht Multimodal Molecular Imaging Institute, Maastricht University, the Netherlands.
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8
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Mendonça L, Howe A, Gilchrist JB, Sun D, Knight ML, Zanetti-Domingues LC, Bateman B, Krebs AS, Chen L, Radecke J, Sheng Y, Li VD, Ni T, Kounatidis I, Koronfel MA, Szynkiewicz M, Harkiolaki M, Martin-Fernandez ML, James W, Zhang P. SARS-CoV-2 Assembly and Egress Pathway Revealed by Correlative Multi-modal Multi-scale Cryo-imaging. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2020. [PMID: 33173874 DOI: 10.1101/2020.11.05.370239] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Since the outbreak of the SARS-CoV-2 pandemic, there have been intense structural studies on purified recombinant viral components and inactivated viruses. However, investigation of the SARS-CoV-2 infection in the native cellular context is scarce, and there is a lack of comprehensive knowledge on SARS-CoV-2 replicative cycle. Understanding the genome replication, assembly and egress of SARS-CoV-2, a multistage process that involves different cellular compartments and the activity of many viral and cellular proteins, is critically important as it bears the means of medical intervention to stop infection. Here, we investigated SARS-CoV-2 replication in Vero cells under the near-native frozen-hydrated condition using a unique correlative multi-modal, multi-scale cryo-imaging approach combining soft X-ray cryo-tomography and serial cryoFIB/SEM volume imaging of the entire SARS-CoV-2 infected cell with cryo-electron tomography (cryoET) of cellular lamellae and cell periphery, as well as structure determination of viral components by subtomogram averaging. Our results reveal at the whole cell level profound cytopathic effects of SARS-CoV-2 infection, exemplified by a large amount of heterogeneous vesicles in the cytoplasm for RNA synthesis and virus assembly, formation of membrane tunnels through which viruses exit, and drastic cytoplasm invasion into nucleus. Furthermore, cryoET of cell lamellae reveals how viral RNAs are transported from double-membrane vesicles where they are synthesized to viral assembly sites; how viral spikes and RNPs assist in virus assembly and budding; and how fully assembled virus particles exit the cell, thus stablishing a model of SARS-CoV-2 genome replication, virus assembly and egress pathways.
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9
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Correlated cryogenic fluorescence microscopy and electron cryo-tomography shows that exogenous TRIM5α can form hexagonal lattices or autophagy aggregates in vivo. Proc Natl Acad Sci U S A 2020; 117:29702-29711. [PMID: 33154161 PMCID: PMC7703684 DOI: 10.1073/pnas.1920323117] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
One of the most notable features of TRIM5 proteins is their ability to restrict retroviral infections by binding viral capsids. TRIM5α forms highly dynamic puncta of various sizes, and, when purified, hexagonal nets on the surface of HIV virions, but the molecular ultrastructure of the cellular bodies and the relationship of the in vitro nets to HIV restriction has remained unclear. To define the cellular ultrastructure underlying the punctate and dynamic nature of YFP-rhTRIM5α bodies, we applied cryogenic correlated light and electron microscopy combined with electron cryo-tomography to TRIM5α bodies and observed YFP-rhTRIM5α-localization to organelles found along the aggrephagy branch of the autophagy pathway. Consistent with previous work, we also found that TRIM5α forms hexagonal nets inside cells. Members of the tripartite motif (TRIM) protein family have been shown to assemble into structures in both the nucleus and cytoplasm. One TRIM protein family member, TRIM5α, has been shown to form cytoplasmic bodies involved in restricting retroviruses such as HIV-1. Here we applied cryogenic correlated light and electron microscopy, combined with electron cryo-tomography, to intact mammalian cells expressing YFP-rhTRIM5α and found the presence of hexagonal nets whose arm lengths were similar to those of the hexagonal nets formed by purified TRIM5α in vitro. We also observed YFP-rhTRIM5α within a diversity of structures with characteristics expected for organelles involved in different stages of macroautophagy, including disorganized protein aggregations (sequestosomes), sequestosomes flanked by flat double-membraned vesicles (sequestosome:phagophore complexes), sequestosomes within double-membraned vesicles (autophagosomes), and sequestosomes within multivesicular autophagic vacuoles (amphisomes or autolysosomes). Vaults were also seen in these structures, consistent with their role in autophagy. Our data 1) support recent reports that TRIM5α can form both well-organized signaling complexes and nonsignaling aggregates, 2) offer images of the macroautophagy pathway in a near-native state, and 3) reveal that vaults arrive early in macroautophagy.
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10
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Muñoz-Juan A, Carreño A, Mendoza R, Corchero JL. Latest Advances in the Development of Eukaryotic Vaults as Targeted Drug Delivery Systems. Pharmaceutics 2019; 11:E300. [PMID: 31261673 PMCID: PMC6680493 DOI: 10.3390/pharmaceutics11070300] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Revised: 06/21/2019] [Accepted: 06/26/2019] [Indexed: 12/04/2022] Open
Abstract
The use of smart drug delivery systems (DDSs) is one of the most promising approaches to overcome some of the drawbacks of drug-based therapies, such as improper biodistribution and lack of specific targeting. Some of the most attractive candidates as DDSs are naturally occurring, self-assembling protein nanoparticles, such as viruses, virus-like particles, ferritin cages, bacterial microcompartments, or eukaryotic vaults. Vaults are large ribonucleoprotein nanoparticles present in almost all eukaryotic cells. Expression in different cell factories of recombinant versions of the "major vault protein" (MVP) results in the production of recombinant vaults indistinguishable from native counterparts. Such recombinant vaults can encapsulate virtually any cargo protein, and they can be specifically targeted by engineering the C-terminus of MVP monomer. These properties, together with nanometric size, a lumen large enough to accommodate cargo molecules, biodegradability, biocompatibility and no immunogenicity, has raised the interest in vaults as smart DDSs. In this work we provide an overview of eukaryotic vaults as a new, self-assembling protein-based DDS, focusing in the latest advances in the production and purification of this platform, its application in nanomedicine, and the current preclinical and clinical assays going on based on this nanovehicle.
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Affiliation(s)
- Amanda Muñoz-Juan
- Institut de Biotecnologia i de Biomedicina, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain
| | - Aida Carreño
- Institut de Biotecnologia i de Biomedicina, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain
| | - Rosa Mendoza
- Institut de Biotecnologia i de Biomedicina, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain
- Networking Center on Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), 28029 Madrid, Spain
| | - José L Corchero
- Institut de Biotecnologia i de Biomedicina, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain.
- Networking Center on Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), 28029 Madrid, Spain.
- Department of Genetics and Microbiology, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain.
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11
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Li R, Zeng X, Sigmund SE, Lin R, Zhou B, Liu C, Wang K, Jiang R, Freyberg Z, Lv H, Xu M. Automatic localization and identification of mitochondria in cellular electron cryo-tomography using faster-RCNN. BMC Bioinformatics 2019; 20:132. [PMID: 30925860 PMCID: PMC6439989 DOI: 10.1186/s12859-019-2650-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Cryo-electron tomography (cryo-ET) enables the 3D visualization of cellular organization in near-native state which plays important roles in the field of structural cell biology. However, due to the low signal-to-noise ratio (SNR), large volume and high content complexity within cells, it remains difficult and time-consuming to localize and identify different components in cellular cryo-ET. To automatically localize and recognize in situ cellular structures of interest captured by cryo-ET, we proposed a simple yet effective automatic image analysis approach based on Faster-RCNN. RESULTS Our experimental results were validated using in situ cyro-ET-imaged mitochondria data. Our experimental results show that our algorithm can accurately localize and identify important cellular structures on both the 2D tilt images and the reconstructed 2D slices of cryo-ET. When ran on the mitochondria cryo-ET dataset, our algorithm achieved Average Precision >0.95. Moreover, our study demonstrated that our customized pre-processing steps can further improve the robustness of our model performance. CONCLUSIONS In this paper, we proposed an automatic Cryo-ET image analysis algorithm for localization and identification of different structure of interest in cells, which is the first Faster-RCNN based method for localizing an cellular organelle in Cryo-ET images and demonstrated the high accuracy and robustness of detection and classification tasks of intracellular mitochondria. Furthermore, our approach can be easily applied to detection tasks of other cellular structures as well.
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Affiliation(s)
- Ran Li
- Department of Automation, Tsinghua University, Beijing, China
| | - Xiangrui Zeng
- Computational Biology Department, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Stephanie E Sigmund
- Department of Cellular, Molecular and Biophysical Studies, Columbia University Medical Center, New York, NY, USA
| | - Ruogu Lin
- Computational Biology Department, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Bo Zhou
- Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Chang Liu
- Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Kaiwen Wang
- Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Rui Jiang
- Department of Automation, Tsinghua University, Beijing, China
| | - Zachary Freyberg
- Departments of Psychiatry and Cell Biology, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Hairong Lv
- Department of Automation, Tsinghua University, Beijing, China.
| | - Min Xu
- Computational Biology Department, Carnegie Mellon University, Pittsburgh, PA, USA.
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12
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Weber MS, Wojtynek M, Medalia O. Cellular and Structural Studies of Eukaryotic Cells by Cryo-Electron Tomography. Cells 2019; 8:E57. [PMID: 30654455 PMCID: PMC6356268 DOI: 10.3390/cells8010057] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 01/09/2019] [Accepted: 01/10/2019] [Indexed: 11/23/2022] Open
Abstract
The architecture of protein assemblies and their remodeling during physiological processes is fundamental to cells. Therefore, providing high-resolution snapshots of macromolecular complexes in their native environment is of major importance for understanding the molecular biology of the cell. Cellular structural biology by means of cryo-electron tomography (cryo-ET) offers unique insights into cellular processes at an unprecedented resolution. Recent technological advances have enabled the detection of single impinging electrons and improved the contrast of electron microscopic imaging, thereby significantly increasing the sensitivity and resolution. Moreover, various sample preparation approaches have paved the way to observe every part of a eukaryotic cell, and even multicellular specimens, under the electron beam. Imaging of macromolecular machineries at high resolution directly within their native environment is thereby becoming reality. In this review, we discuss several sample preparation and labeling techniques that allow the visualization and identification of macromolecular assemblies in situ, and demonstrate how these methods have been used to study eukaryotic cellular landscapes.
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Affiliation(s)
- Miriam Sarah Weber
- Department of Biochemistry, University of Zürich, 8057 Zürich, Switzerland.
| | - Matthias Wojtynek
- Department of Biochemistry, University of Zürich, 8057 Zürich, Switzerland.
- Department of Biology, Institute of Biochemistry, ETH Zürich, 8093 Zürich, Switzerland.
| | - Ohad Medalia
- Department of Biochemistry, University of Zürich, 8057 Zürich, Switzerland.
- Department of Life Sciences and the National Institute for Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva 84120, Israel.
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13
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Popp D, Koh F, Scipion CPM, Ghoshdastider U, Narita A, Holmes KC, Robinson RC. Advances in Structural Biology and the Application to Biological Filament Systems. Bioessays 2018; 40:e1700213. [PMID: 29484695 DOI: 10.1002/bies.201700213] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Revised: 01/10/2018] [Indexed: 11/10/2022]
Abstract
Structural biology has experienced several transformative technological advances in recent years. These include: development of extremely bright X-ray sources (microfocus synchrotron beamlines and free electron lasers) and the use of electrons to extend protein crystallography to ever decreasing crystal sizes; and an increase in the resolution attainable by cryo-electron microscopy. Here we discuss the use of these techniques in general terms and highlight their application for biological filament systems, an area that is severely underrepresented in atomic resolution structures. We assemble a model of a capped tropomyosin-actin minifilament to demonstrate the utility of combining structures determined by different techniques. Finally, we survey the methods that attempt to transform high resolution structural biology into more physiological environments, such as the cell. Together these techniques promise a compelling decade for structural biology and, more importantly, they will provide exciting discoveries in understanding the designs and purposes of biological machines.
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Affiliation(s)
- David Popp
- Institute of Molecular and Cell Biology A*STAR (Agency for Science, Technology and Research) Biopolis, Singapore 138673, Singapore
| | - Fujiet Koh
- Institute of Molecular and Cell Biology A*STAR (Agency for Science, Technology and Research) Biopolis, Singapore 138673, Singapore
| | - Clement P M Scipion
- Institute of Molecular and Cell Biology A*STAR (Agency for Science, Technology and Research) Biopolis, Singapore 138673, Singapore.,Department of Biochemistry Yong Loo Lin School of Medicine National University of Singapore, Singapore 117597, Singapore
| | - Umesh Ghoshdastider
- Institute of Molecular and Cell Biology A*STAR (Agency for Science, Technology and Research) Biopolis, Singapore 138673, Singapore
| | - Akihiro Narita
- Nagoya University Graduate School of Science Structural Biology Research Center and Division of Biological Sciences, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Kenneth C Holmes
- Max Planck Institute for Medical Research, D69120 Heidelberg, Germany
| | - Robert C Robinson
- Institute of Molecular and Cell Biology A*STAR (Agency for Science, Technology and Research) Biopolis, Singapore 138673, Singapore.,Department of Biochemistry Yong Loo Lin School of Medicine National University of Singapore, Singapore 117597, Singapore.,Research Institute for Interdisciplinary Science Okayama University, Okayama 700-8530, Japan
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14
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Anderson KL, Page C, Swift MF, Hanein D, Volkmann N. Marker-free method for accurate alignment between correlated light, cryo-light, and electron cryo-microscopy data using sample support features. J Struct Biol 2018; 201:46-51. [PMID: 29113849 PMCID: PMC5748349 DOI: 10.1016/j.jsb.2017.11.001] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2017] [Revised: 11/02/2017] [Accepted: 11/03/2017] [Indexed: 12/30/2022]
Abstract
Combining fluorescence microscopy with electron cryo-tomography allows, in principle, spatial localization of tagged macromolecular assemblies and structural features within the cellular environment. To allow precise localization and scale integration between the two disparate imaging modalities, accurate alignment procedures are needed. Here, we describe a marker-free method for aligning images from light or cryo-light fluorescence microscopy and from electron cryo-microscopy that takes advantage of sample support features, namely the holes in the carbon film. We find that the accuracy of this method, as judged by prediction errors of the hole center coordinates, is better than 100 nm.
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Affiliation(s)
- Karen L Anderson
- Sanford-Burnham-Prebys Medical Discovery Institute, Bioinformatics and Structural Biology Program, La Jolla, CA, USA
| | - Christopher Page
- Sanford-Burnham-Prebys Medical Discovery Institute, Bioinformatics and Structural Biology Program, La Jolla, CA, USA
| | - Mark F Swift
- Sanford-Burnham-Prebys Medical Discovery Institute, Bioinformatics and Structural Biology Program, La Jolla, CA, USA
| | - Dorit Hanein
- Sanford-Burnham-Prebys Medical Discovery Institute, Bioinformatics and Structural Biology Program, La Jolla, CA, USA
| | - Niels Volkmann
- Sanford-Burnham-Prebys Medical Discovery Institute, Bioinformatics and Structural Biology Program, La Jolla, CA, USA.
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15
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Wolf SG, Mutsafi Y, Dadosh T, Ilani T, Lansky Z, Horowitz B, Rubin S, Elbaum M, Fass D. 3D visualization of mitochondrial solid-phase calcium stores in whole cells. eLife 2017; 6:29929. [PMID: 29106371 PMCID: PMC5703638 DOI: 10.7554/elife.29929] [Citation(s) in RCA: 62] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Accepted: 11/03/2017] [Indexed: 11/13/2022] Open
Abstract
The entry of calcium into mitochondria is central to metabolism, inter-organelle communication, and cell life/death decisions. Long-sought transporters involved in mitochondrial calcium influx and efflux have recently been identified. To obtain a unified picture of mitochondrial calcium utilization, a parallel advance in understanding the forms and quantities of mitochondrial calcium stores is needed. We present here the direct 3D visualization of mitochondrial calcium in intact mammalian cells using cryo-scanning transmission electron tomography (CSTET). Amorphous solid granules containing calcium and phosphorus were pervasive in the mitochondrial matrices of a variety of mammalian cell types. Analysis based on quantitative electron scattering revealed that these repositories are equivalent to molar concentrations of dissolved ions. These results demonstrate conclusively that calcium buffering in the mitochondrial matrix in live cells occurs by phase separation, and that solid-phase stores provide a major ion reservoir that can be mobilized for bioenergetics and signaling.
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Affiliation(s)
- Sharon Grayer Wolf
- Department of Chemical Research Support, Weizmann Institute of Science, Rehovot, Israel
| | - Yael Mutsafi
- Department of Structural Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Tali Dadosh
- Department of Chemical Research Support, Weizmann Institute of Science, Rehovot, Israel
| | - Tal Ilani
- Department of Structural Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Zipora Lansky
- Department of Structural Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Ben Horowitz
- Department of Structural Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Sarah Rubin
- Department of Materials and Interfaces, Weizmann Institute of Science, Rehovot, Israel
| | - Michael Elbaum
- Department of Materials and Interfaces, Weizmann Institute of Science, Rehovot, Israel
| | - Deborah Fass
- Department of Structural Biology, Weizmann Institute of Science, Rehovot, Israel
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16
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Grange M, Vasishtan D, Grünewald K. Cellular electron cryo tomography and in situ sub-volume averaging reveal the context of microtubule-based processes. J Struct Biol 2017; 197:181-190. [PMID: 27374320 PMCID: PMC5287354 DOI: 10.1016/j.jsb.2016.06.024] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2016] [Revised: 06/27/2016] [Accepted: 06/28/2016] [Indexed: 11/27/2022]
Abstract
Electron cryo-tomography (cryoET) is currently the only technique that allows the direct observation of proteins in their native cellular environment. Sub-volume averaging of electron tomograms offers a route to increase the signal-to-noise of repetitive biological structures, such improving the information content and interpretability of tomograms. We discuss the potential for sub-volume averaging in highlighting and investigating specific processes in situ, focusing on microtubule structure and viral infection. We show that (i) in situ sub-volume averaging from single tomograms can guide and complement segmentation of biological features, (ii) the in situ determination of the structure of individual viruses is possible as they infect a cell, and (iii) novel, transient processes can be imaged with high levels of detail.
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Affiliation(s)
- Michael Grange
- Oxford Particle Imaging Centre, Division of Structural Biology, Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, United Kingdom
| | - Daven Vasishtan
- Oxford Particle Imaging Centre, Division of Structural Biology, Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, United Kingdom
| | - Kay Grünewald
- Oxford Particle Imaging Centre, Division of Structural Biology, Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, United Kingdom.
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17
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Irobalieva RN, Martins B, Medalia O. Cellular structural biology as revealed by cryo-electron tomography. J Cell Sci 2016; 129:469-76. [DOI: 10.1242/jcs.171967] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
ABSTRACT
Understanding the function of cellular machines requires a thorough analysis of the structural elements that underline their function. Electron microscopy (EM) has been pivotal in providing information about cellular ultrastructure, as well as macromolecular organization. Biological materials can be physically fixed by vitrification and imaged with cryo-electron tomography (cryo-ET) in a close-to-native condition. Using this technique, one can acquire three-dimensional (3D) information about the macromolecular architecture of cells, depict unique cellular states and reconstruct molecular networks. Technical advances over the last few years, such as improved sample preparation and electron detection methods, have been instrumental in obtaining data with unprecedented structural details. This presents an exciting opportunity to explore the molecular architecture of both individual cells and multicellular organisms at nanometer to subnanometer resolution. In this Commentary, we focus on the recent developments and in situ applications of cryo-ET to cell and structural biology.
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Affiliation(s)
- Rossitza N. Irobalieva
- Department of Biochemistry, University of Zurich, Winterthurerstrasse 190, Zurich 8057, Switzerland
| | - Bruno Martins
- Department of Biochemistry, University of Zurich, Winterthurerstrasse 190, Zurich 8057, Switzerland
| | - Ohad Medalia
- Department of Biochemistry, University of Zurich, Winterthurerstrasse 190, Zurich 8057, Switzerland
- Department of Life Sciences and the National Institute for Biotechnology in the Negev, Ben-Gurion University, Beer-Sheva 84105, Israel
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18
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In Situ Cryo-Electron Tomography: A Post-Reductionist Approach to Structural Biology. J Mol Biol 2016; 428:332-343. [DOI: 10.1016/j.jmb.2015.09.030] [Citation(s) in RCA: 128] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2015] [Revised: 09/28/2015] [Accepted: 09/30/2015] [Indexed: 11/24/2022]
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