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1.
Nano Lett ; 17(11): 7095-7101, 2017 11 08.
Article in English | MEDLINE | ID: mdl-29039189

ABSTRACT

Natural stable RNAs fold and assemble into complex three-dimensional architectures by relying on the hierarchical formation of intricate, recurrent networks of noncovalent tertiary interactions. These sequence-dependent networks specify RNA structural modules enabling orientational and topological control of helical struts to form larger self-folding domains. Borrowing concepts from linguistics, we defined an extended structural syntax of RNA modules for programming RNA strands to assemble into complex, responsive nanostructures under both thermodynamic and kinetic control. Based on this syntax, various RNA building blocks promote the multimolecular assembly of objects with well-defined three-dimensional shapes as well as the isothermal folding of long RNAs into complex single-stranded nanostructures during transcription. This work offers a glimpse of the limitless potential of RNA as an informational medium for designing programmable and functional nanomaterials useful for synthetic biology, nanomedicine, and nanotechnology.


Subject(s)
Nanostructures/chemistry , Nanotechnology/methods , RNA/chemistry , Models, Molecular , Nanostructures/ultrastructure , Nucleic Acid Conformation , RNA Folding
2.
J Virol ; 91(19)2017 10 01.
Article in English | MEDLINE | ID: mdl-28724762

ABSTRACT

Cucumber necrosis virus (CNV) is a member of the genus Tombusvirus and has a monopartite positive-sense RNA genome. CNV is transmitted in nature via zoospores of the fungus Olpidium bornovanus As with other members of the Tombusvirus genus, the CNV capsid swells when exposed to alkaline pH and EDTA. We previously demonstrated that a P73G mutation blocks the virus from zoospore transmission while not significantly affecting replication in plants (K. Kakani, R. Reade, and D. Rochon, J Mol Biol 338:507-517, 2004, https://doi.org/10.1016/j.jmb.2004.03.008). P73 lies immediately adjacent to a putative zinc binding site (M. Li et al., J Virol 87:12166-12175, 2013, https://doi.org/10.1128/JVI.01965-13) that is formed by three icosahedrally related His residues in the N termini of the C subunit at the quasi-6-fold axes. To better understand how this buried residue might affect vector transmission, we determined the cryo-electron microscopy structure of wild-type CNV in the native and swollen state and of the transmission-defective mutant, P73G, under native conditions. With the wild-type CNV, the swollen structure demonstrated the expected expansion of the capsid. However, the zinc binding region at the quasi-6-fold at the ß-annulus axes remained intact. By comparison, the zinc binding region of the P73G mutant, even under native conditions, was markedly disordered, suggesting that the ß-annulus had been disrupted and that this could destabilize the capsid. This was confirmed with pH and urea denaturation experiments in conjunction with electron microscopy analysis. We suggest that the P73G mutation affects the zinc binding and/or the ß-annulus, making it more fragile under neutral/basic pH conditions. This, in turn, may affect zoospore transmission.IMPORTANCECucumber necrosis virus (CNV), a member of the genus Tombusvirus, is transmitted in nature via zoospores of the fungus Olpidium bornovanus While a number of plant viruses are transmitted via insect vectors, little is known at the molecular level as to how the viruses are recognized and transmitted. As with many spherical plant viruses, the CNV capsid swells when exposed to alkaline pH and EDTA. We previously demonstrated that a P73G mutation that lies inside the capsid immediately adjacent to a putative zinc binding site (Li et al., J Virol 87:12166-12175, 2013, https://doi.org/10.1128/JVI.01965-13) blocks the virus from zoospore transmission while not significantly affecting replication in plants (K. Kakani, R. Reade, and D. Rochon, J Mol Biol 338:507-517, 2004, https://doi.org/10.1016/j.jmb.2004.03.008). Here, we show that the P73G mutant is less stable than the wild type, and this appears to be correlated with destabilization of the ß-annulus at the icosahedral 3-fold axes. Therefore, the ß-annulus appears not to be essential for particle assembly but is necessary for interactions with the transmission vector.


Subject(s)
Capsid Proteins/ultrastructure , Nicotiana/virology , Spores, Fungal/virology , Tombusvirus/genetics , Tombusvirus/ultrastructure , Virus Replication/genetics , Amino Acid Sequence , Capsid Proteins/genetics , Chytridiomycota/virology , Cryoelectron Microscopy , Plant Diseases/virology , Tombusvirus/pathogenicity
3.
J Struct Biol ; 192(2): 222-34, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26080023

ABSTRACT

The contrast transfer function (CTF) describes an undesirable distortion of image data from a transmission electron microscope. Many users of full-featured processing packages are often new to electron microscopy and are unfamiliar with the CTF concept. Here we present a common graphical output to clearly demonstrate the CTF fit quality independent of estimation software. Separately, many software programs exist to estimate the four CTF parameters, but their results are difficult to compare across multiple runs and it is all but impossible to select the best parameters to use for further processing. A new measurement is presented based on the correlation falloff of the calculated CTF oscillations against the normalized oscillating signal of the data, called the CTF resolution. It was devised to provide a robust numerical quality metric of every CTF estimation for high-throughput screening of micrographs and to select the best parameters for each micrograph. These new CTF visualizations and quantitative measures will help users better assess the quality of their CTF parameters and provide a mechanism to choose the best CTF tool for their data.


Subject(s)
Cryoelectron Microscopy/methods , Image Enhancement/methods , Imaging, Three-Dimensional/methods , Microscopy, Electron, Transmission/methods , Algorithms , Software
4.
J Struct Biol ; 190(3): 348-59, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25913484

ABSTRACT

Image formation in bright field electron microscopy can be described with the help of the contrast transfer function (CTF). In this work the authors describe the "CTF Estimation Challenge", called by the Madrid Instruct Image Processing Center (I2PC) in collaboration with the National Center for Macromolecular Imaging (NCMI) at Houston. Correcting for the effects of the CTF requires accurate knowledge of the CTF parameters, but these have often been difficult to determine. In this challenge, researchers have had the opportunity to test their ability in estimating some of the key parameters of the electron microscope CTF on a large micrograph data set produced by well-known laboratories on a wide set of experimental conditions. This work presents the first analysis of the results of the CTF Estimation Challenge, including an assessment of the performance of the different software packages under different conditions, so as to identify those areas of research where further developments would be desirable in order to achieve high-resolution structural information.


Subject(s)
Macromolecular Substances/chemistry , Microscopy, Electron/methods , Algorithms , Image Processing, Computer-Assisted/methods , Software
5.
Biomacromolecules ; 13(8): 2339-48, 2012 Aug 13.
Article in English | MEDLINE | ID: mdl-22830650

ABSTRACT

The single-coat protein (CP) of bacteriophage Qß self-assembles into T = 3 icosahedral virus-like particles (VLPs), of interest for a wide range of applications. These VLPs are very stable, but identification of the specific molecular determinants of this stability is lacking. To investigate these determinants along with manipulations that confer more capabilities to our VLP material, we manipulated the CP primary structure to test the importance of various putative stabilizing interactions. Optimization of a procedure to incorporate fused CP subunits allowed for good control over the average number of covalent dimers in each VLP. We confirmed that the disulfide linkages are the most important stabilizing elements for the capsid and that acidic conditions significantly enhance the resistance of VLPs to thermal degradation. Interdimer interactions were found to be less important for VLP assembly than intradimer interactions. Finally, a single point mutation in the CP resulted in a population of smaller VLPs in three distinct structural forms.


Subject(s)
Allolevivirus/genetics , Amino Acid Substitution , Capsid Proteins/genetics , Amino Acid Motifs , Capsid/chemistry , Capsid/ultrastructure , Capsid Proteins/biosynthesis , Capsid Proteins/chemistry , Escherichia coli , Hydrogen Bonding , Hydrophobic and Hydrophilic Interactions , Inverted Repeat Sequences , Light , Models, Molecular , Point Mutation , Protein Engineering , Protein Interaction Domains and Motifs , Protein Multimerization , Protein Stability , Protein Structure, Quaternary , Protein Unfolding , RNA, Viral/chemistry , RNA, Viral/genetics , Scattering, Radiation
6.
Proc Natl Acad Sci U S A ; 109(6): 1949-54, 2012 Feb 07.
Article in English | MEDLINE | ID: mdl-22308316

ABSTRACT

Structures of complete 10-subunit yeast TFIIH and of a nested set of subcomplexes, containing 5, 6, and 7 subunits, have been determined by electron microscopy (EM) and 3D reconstruction. Consistency among all the structures establishes the location of the "minimal core" subunits (Ssl1, Tfb1, Tfb2, Tfb4, and Tfb5), and additional densities can be specifically attributed to Rad3, Ssl2, and the TFIIK trimer. These results can be further interpreted by placement of previous X-ray structures into the additional densities to give a preliminary picture of the RNA polymerase II preinitiation complex. In this picture, the key catalytic components of TFIIH, the Ssl2 ATPase/helicase and the Kin28 protein kinase are in proximity to their targets, downstream promoter DNA and the RNA polymerase C-terminal domain.


Subject(s)
Protein Subunits/chemistry , Saccharomyces cerevisiae/metabolism , Transcription Factor TFIIH/chemistry , Calmodulin/metabolism , Electrophoresis, Polyacrylamide Gel , Models, Molecular , Multiprotein Complexes/isolation & purification , Staining and Labeling , Transcription Factor TFIIH/isolation & purification , Transcription Factor TFIIH/ultrastructure
7.
Methods Enzymol ; 483: 291-338, 2010.
Article in English | MEDLINE | ID: mdl-20888480

ABSTRACT

Throughout the history of single-particle electron microscopy (EM), automated technologies have seen varying degrees of emphasis and development, usually depending upon the contemporary demands of the field. We are currently faced with increasingly sophisticated devices for specimen preparation, vast increases in the size of collected data sets, comprehensive algorithms for image processing, sophisticated tools for quality assessment, and an influx of interested scientists from outside the field who might lack the skills of experienced microscopists. This situation places automated techniques in high demand. In this chapter, we provide a generic definition of and discuss some of the most important advances in automated approaches to specimen preparation, grid handling, robotic screening, microscope calibrations, data acquisition, image processing, and computational infrastructure. Each section describes the general problem and then provides examples of how that problem has been addressed through automation, highlighting available processing packages, and sometimes describing the particular approach at the National Resource for Automated Molecular Microscopy (NRAMM). We contrast the more familiar manual procedures with automated approaches, emphasizing breakthroughs as well as current limitations. Finally, we speculate on future directions and improvements in automated technologies. Our overall goal is to present automation as more than simply a tool to save time. Rather, we aim to illustrate that automation is a comprehensive and versatile strategy that can deliver biological information on an unprecedented scale beyond the scope available with classical manual approaches.


Subject(s)
Automation, Laboratory , Cryoelectron Microscopy/methods , Algorithms , Fourier Analysis , Image Processing, Computer-Assisted/methods , Robotics
8.
Methods Enzymol ; 482: 381-92, 2010.
Article in English | MEDLINE | ID: mdl-20888970

ABSTRACT

We provide a brief description of a Wikibook open-content textbook that was set up with a goal of providing a comprehensive and continually updated list of all of the software packages of interest to the cryo-EM community. While the content of the Wikibook will change over time, here we provide a snapshot of the current state of software tools available, and encourage the members of this community to view the pages, add content, correct errors, and make any other contributions that might be useful.


Subject(s)
Microscopy/methods , Software
9.
Nat Nanotechnol ; 5(9): 676-82, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20802494

ABSTRACT

The organization of biological materials into versatile three-dimensional assemblies could be used to build multifunctional therapeutic scaffolds for use in nanomedicine. Here, we report a strategy to design three-dimensional nanoscale scaffolds that can be self-assembled from RNA with precise control over their shape, size and composition. These cubic nanoscaffolds are only approximately 13 nm in diameter and are composed of short oligonucleotides, making them amenable to chemical synthesis, point modifications and further functionalization. Nanocube assembly is verified by gel assays, dynamic light scattering and cryogenic electron microscopy. Formation of functional RNA nanocubes is also demonstrated by incorporation of a light-up fluorescent RNA aptamer that is optimally active only upon full RNA assembly. Moreover, we show that the RNA nanoscaffolds can self-assemble in isothermal conditions (37 degrees C) during in vitro transcription, which opens a route towards the construction of sensors, programmable packaging and cargo delivery systems for biomedical applications.


Subject(s)
Nanostructures/chemistry , Nanotechnology/methods , RNA/chemistry , Cryoelectron Microscopy , DNA/chemistry , Light , Models, Molecular , Nanostructures/ultrastructure , Nucleic Acid Conformation , Scattering, Radiation
10.
Nat Chem ; 2(9): 772-9, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20729899

ABSTRACT

Supramolecular assembly is a powerful strategy used by nature to build nanoscale architectures with predefined sizes and shapes. With synthetic systems, however, numerous challenges remain to be solved before precise control over the synthesis, folding and assembly of rationally designed three-dimensional nano-objects made of RNA can be achieved. Here, using the transfer RNA molecule as a structural building block, we report the design, efficient synthesis and structural characterization of stable, modular three-dimensional particles adopting the polyhedral geometry of a non-uniform square antiprism. The spatial control within the final architecture allows the precise positioning and encapsulation of proteins. This work demonstrates that a remarkable degree of structural control can be achieved with RNA structural motifs for the construction of thermostable three-dimensional nano-architectures that do not rely on helix bundles or tensegrity. RNA three-dimensional particles could potentially be used as carriers or scaffolds in nanomedicine and synthetic biology.


Subject(s)
Macromolecular Substances/chemistry , RNA, Transfer/chemistry , Macromolecular Substances/chemical synthesis , Macromolecular Substances/metabolism , Microscopy, Atomic Force , Microscopy, Electron, Transmission , Models, Molecular , Nanostructures , Nucleic Acid Conformation , RNA, Transfer/chemical synthesis , Ribonuclease T1/chemistry , Ribonuclease T1/metabolism
11.
Chembiochem ; 11(9): 1273-9, 2010 Jun 14.
Article in English | MEDLINE | ID: mdl-20455239

ABSTRACT

The structurally regular and stable self-assembled capsids derived from viruses can be used as scaffolds for the display of multiple copies of cell- and tissue-targeting molecules and therapeutic agents in a convenient and well-defined manner. The human iron-transfer protein transferrin, a high affinity ligand for receptors upregulated in a variety of cancers, has been arrayed on the exterior surface of the protein capsid of bacteriophage Qbeta. Selective oxidation of the sialic acid residues on the glycan chains of transferrin was followed by introduction of a terminal alkyne functionality through an oxime linkage. Attachment of the protein to azide-functionalized Qbeta capsid particles in an orientation allowing access to the receptor binding site was accomplished by the Cu(I)-catalyzed azide-alkyne cycloaddition (CuAAC) click reaction. Transferrin conjugation to Qbeta particles allowed specific recognition by transferrin receptors and cellular internalization through clathrin-mediated endocytosis, as determined by fluorescence microscopy on cells expressing GFP-labeled clathrin light chains. By testing Qbeta particles bearing different numbers of transferrin molecules, it was demonstrated that cellular uptake was proportional to ligand density, but that internalization was inhibited by equivalent concentrations of free transferrin. These results suggest that cell targeting with transferrin can be improved by local concentration (avidity) effects.


Subject(s)
Allolevivirus/metabolism , Transferrin/metabolism , Alkynes/chemistry , Allolevivirus/chemistry , Animals , Capsid Proteins/chemistry , Capsid Proteins/metabolism , Catalysis , Cell Line , Clathrin/metabolism , Copper , Endocytosis , Flow Cytometry , Haplorhini , Humans , Ligands , Transferrin/chemistry
12.
Nucleic Acids Res ; 38(Web Server issue): W555-62, 2010 Jul.
Article in English | MEDLINE | ID: mdl-20478824

ABSTRACT

As larger macromolecular structures become available, there is a growing need to understand their 'internal' volumes--such as deep clefts, channels and cavities--as these often play critical roles in their function. The 3V web server can automatically extract and comprehensively analyze all the internal volumes from input RNA and protein structures. It rapidly finds internal volumes by taking the difference between two rolling-probe solvent-excluded surfaces, one with as large as possible a probe radius and the other with a solvent radius (typically 1.5 A for water). The outputs are volumetric representations, both as images and downloadable files, which can be used for further analysis. The 3V server and source code are available from http://3vee.molmovdb.org.


Subject(s)
Protein Conformation , RNA/chemistry , Software , Binding Sites , Internet , Models, Molecular , Nucleic Acid Conformation , User-Computer Interface
13.
J Virol ; 84(11): 5836-41, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20335264

ABSTRACT

Our previous structural studies on intact, infectious murine norovirus 1 (MNV-1) virions demonstrated that the receptor binding protruding (P) domains are lifted off the inner shell of the virus. Here, the three-dimensional (3D) reconstructions of recombinant rabbit hemorrhagic disease virus (rRHDV) virus-like particles (VLPs) and intact MNV-1 were determined to approximately 8-A resolution. rRHDV also has a raised P domain, and therefore, this conformation is independent of infectivity and genus. The atomic structure of the MNV-1 P domain was used to interpret the MNV-1 reconstruction. Connections between the P and shell domains and between the floating P domains were modeled. This observed P-domain flexibility likely facilitates virus-host receptor interactions.


Subject(s)
Cryoelectron Microscopy/methods , Hemorrhagic Disease Virus, Rabbit/chemistry , Norovirus/chemistry , Receptors, Virus/chemistry , Animals , Binding Sites , Imaging, Three-Dimensional , Mice , Pliability , Protein Conformation , Rabbits
14.
J Struct Biol ; 169(3): 389-98, 2010 Mar.
Article in English | MEDLINE | ID: mdl-20018246

ABSTRACT

Structure determination of a novel macromolecular complex via single-particle electron microscopy depends upon overcoming the challenge of establishing a reliable 3-D reconstruction using only 2-D images. There are a variety of strategies that deal with this issue, but not all of them are readily accessible and straightforward to use. We have developed a "toolbox" of ab initio reconstruction techniques that provide several options for calculating 3-D volumes in an easily managed and tightly controlled work-flow that adheres to standard conventions and formats. This toolbox is designed to streamline the reconstruction process by removing the necessity for bookkeeping, while facilitating transparent data transfer between different software packages. It currently includes procedures for calculating ab initio reconstructions via random or orthogonal tilt geometry, tomograms, and common lines, all of which have been tested using the 50S ribosomal subunit. Our goal is that the accessibility of multiple independent reconstruction algorithms via this toolbox will improve the ease with which models can be generated, and provide a means of evaluating the confidence and reliability of the final reconstructed map.


Subject(s)
Image Processing, Computer-Assisted/methods , Imaging, Three-Dimensional/methods , Microscopy, Electron, Transmission/methods , Algorithms , Ribosome Subunits, Large, Bacterial/ultrastructure , Software
15.
J Struct Biol ; 166(1): 95-102, 2009 Apr.
Article in English | MEDLINE | ID: mdl-19263523

ABSTRACT

The use of cryoEM and three-dimensional image reconstruction is becoming increasingly common. Our vision for this technique is to provide a straightforward manner in which users can proceed from raw data to a reliable 3D reconstruction through a pipeline that both facilitates management of the processing steps and makes the results at each step more transparent. Tightly integrated with a relational SQL database, Appion is a modular and transparent pipeline that extends existing software applications and procedures. The user manages and controls the software modules via web-based forms, and all results are similarly available using web-based viewers directly linked to the underlying database, enabling even naive users to quickly deduce the quality of their results. The Appion API was designed with the principle that applications should be compatible with a broad range of specimens and that libraries and routines are modular and extensible. Presented here is a description of the design and architecture of the working Appion pipeline prototype and some results of its use.


Subject(s)
Databases, Factual , Image Processing, Computer-Assisted/methods , Microscopy, Electron/methods , Software , Chaperonin 60/chemistry , Cryoelectron Microscopy/methods , Imaging, Three-Dimensional/methods , Internet , Microscopy, Electron, Transmission/methods , Programming Languages , User-Computer Interface
16.
J Struct Biol ; 163(1): 29-39, 2008 Jul.
Article in English | MEDLINE | ID: mdl-18534866

ABSTRACT

It is becoming routine for cryoEM single particle reconstructions to result in 3D electron density maps with resolutions of approximately 10A, but maps with resolutions of 5A or better are still celebrated events. The electron microscope has a resolving power to better than 2A, and thus should not be a limiting factor; instead the practical limitations in resolution most likely arise from a combination of specimen preparation methods, data collection parameters, and data analysis procedures. With the aid of a highly automated system for acquiring images, coupled to a relational database to keep track of all processing parameters, we have taken a systematic approach to optimizing parameters affecting the resolution of single particle reconstructions. Using GroEL as a test-bed, we performed a series of 3D reconstructions where we systematically varied the number of particles used in computing the map, the accelerating voltage of the microscope, and the electron dose used to acquire the images. We also investigated methods for excluding unacceptable or "bad" particles from contributing to the final 3D map. Using relatively standard instrumentation (Tecnai F20, 4K x 4K CCD, side entry cold stage) and a completely automated approach, these approaches resulted in a map with a nominal resolution of 5.4A (FSC(0.5)) in which secondary structure is clearly discernable and the handedness of some of the alpha-helices in the GroEL structure can be determined.


Subject(s)
Cryoelectron Microscopy/methods , Image Processing, Computer-Assisted , Proteins/chemistry , Chaperonin 60/chemistry , Clinical Laboratory Techniques , Image Processing, Computer-Assisted/methods , Image Processing, Computer-Assisted/standards , Imaging, Three-Dimensional , Information Storage and Retrieval , Research Design
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