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1.
Nat Commun ; 14(1): 927, 2023 02 18.
Article in English | MEDLINE | ID: mdl-36807264

ABSTRACT

To protect themselves from host attack, numerous jumbo bacteriophages establish a phage nucleus-a micron-scale, proteinaceous structure encompassing the replicating phage DNA. Bacteriophage and host proteins associated with replication and transcription are concentrated inside the phage nucleus while other phage and host proteins are excluded, including CRISPR-Cas and restriction endonuclease host defense systems. Here, we show that nucleus fragments isolated from ϕPA3 infected Pseudomonas aeruginosa form a 2-dimensional lattice, having p2 or p4 symmetry. We further demonstrate that recombinantly purified primary Phage Nuclear Enclosure (PhuN) protein spontaneously assembles into similar 2D sheets with p2 and p4 symmetry. We resolve the dominant p2 symmetric state to 3.9 Šby cryo-EM. Our structure reveals a two-domain core, organized into quasi-symmetric tetramers. Flexible loops and termini mediate adaptable inter-tetramer contacts that drive subunit assembly into a lattice and enable the adoption of different symmetric states. While the interfaces between subunits are mostly well packed, two are open, forming channels that likely have functional implications for the transport of proteins, mRNA, and small molecules.


Subject(s)
Bacteriophages , Bacteriophages/genetics , Viral Proteins/metabolism , CRISPR-Cas Systems
2.
Structure ; 31(3): 253-264.e6, 2023 03 02.
Article in English | MEDLINE | ID: mdl-36805129

ABSTRACT

The SARS-CoV-2 Omicron variant, with 15 mutations in Spike receptor-binding domain (Spike-RBD), renders virtually all clinical monoclonal antibodies against WT SARS-CoV-2 ineffective. We recently engineered the SARS-CoV-2 host entry receptor, ACE2, to tightly bind WT-RBD and prevent viral entry into host cells ("receptor traps"). Here we determine cryo-EM structures of our receptor traps in complex with stabilized Spike ectodomain. We develop a multi-model pipeline combining Rosetta protein modeling software and cryo-EM to allow interface energy calculations even at limited resolution and identify interface side chains that allow for high-affinity interactions between our ACE2 receptor traps and Spike-RBD. Our structural analysis provides a mechanistic rationale for the high-affinity (0.53-4.2 nM) binding of our ACE2 receptor traps to Omicron-RBD confirmed with biolayer interferometry measurements. Finally, we show that ACE2 receptor traps potently neutralize Omicron and Delta pseudotyped viruses, providing alternative therapeutic routes to combat this evolving virus.


Subject(s)
Angiotensin-Converting Enzyme 2 , COVID-19 , Humans , SARS-CoV-2 , Antibodies, Monoclonal , Protein Binding , Antibodies, Neutralizing
3.
bioRxiv ; 2022 Aug 10.
Article in English | MEDLINE | ID: mdl-35982665

ABSTRACT

The SARS-CoV-2 Omicron variant, with 15 mutations in Spike receptor binding domain (Spike-RBD), renders virtually all clinical monoclonal antibodies against WT SARS-CoV-2 ineffective. We recently engineered the SARS-CoV-2 host entry receptor, ACE2, to tightly bind WT-Spike-RBD and prevent viral entry into host cells ("receptor traps"). Here we determine cryo-EM structures of our receptor traps in complex with full length Spike. We develop a multi-model pipeline combining Rosetta protein modeling software and cryo-EM to allow interface energy calculations even at limited resolution and identify interface side chains that allow for high affinity interactions between our ACE2 receptor traps and Spike-RBD. Our structural analysis provides a mechanistic rationale for the high affinity (0.53 - 4.2nM) binding of our ACE2 receptor traps to Omicron-RBD confirmed with biolayer interferometry measurements. Finally, we show that ACE2 receptor traps potently neutralize Omicron- and Delta-pseudotyped viruses, providing alternative therapeutic routes to combat this evolving virus.

4.
Res Sq ; 2021 May 19.
Article in English | MEDLINE | ID: mdl-34031651

ABSTRACT

The SARS-CoV-2 protein Nsp2 has been implicated in a wide range of viral processes, but its exact functions, and the structural basis of those functions, remain unknown. Here, we report an atomic model for full-length Nsp2 obtained by combining cryo-electron microscopy with deep learning-based structure prediction from AlphaFold2. The resulting structure reveals a highly-conserved zinc ion-binding site, suggesting a role for Nsp2 in RNA binding. Mapping emerging mutations from variants of SARS-CoV-2 on the resulting structure shows potential host-Nsp2 interaction regions. Using structural analysis together with affinity tagged purification mass spectrometry experiments, we identify Nsp2 mutants that are unable to interact with the actin-nucleation-promoting WASH protein complex or with GIGYF2, an inhibitor of translation initiation and modulator of ribosome-associated quality control. Our work suggests a potential role of Nsp2 in linking viral transcription within the viral replication-transcription complexes (RTC) to the translation initiation of the viral message. Collectively, the structure reported here, combined with mutant interaction mapping, provides a foundation for functional studies of this evolutionary conserved coronavirus protein and may assist future drug design.

5.
Elife ; 102021 05 05.
Article in English | MEDLINE | ID: mdl-33949948

ABSTRACT

Microtubule (MT) nucleation is regulated by the γ-tubulin ring complex (γTuRC), conserved from yeast to humans. In Saccharomyces cerevisiae, γTuRC is composed of seven identical γ-tubulin small complex (γTuSC) sub-assemblies, which associate helically to template MT growth. γTuRC assembly provides a key point of regulation for the MT cytoskeleton. Here, we combine crosslinking mass spectrometry, X-ray crystallography, and cryo-EM structures of both monomeric and dimeric γTuSCs, and open and closed helical γTuRC assemblies in complex with Spc110p to elucidate the mechanisms of γTuRC assembly. γTuRC assembly is substantially aided by the evolutionarily conserved CM1 motif in Spc110p spanning a pair of adjacent γTuSCs. By providing the highest resolution and most complete views of any γTuSC assembly, our structures allow phosphorylation sites to be mapped, surprisingly suggesting that they are mostly inhibitory. A comparison of our structures with the CM1 binding site in the human γTuRC structure at the interface between GCP2 and GCP6 allows for the interpretation of significant structural changes arising from CM1 helix binding to metazoan γTuRC.


Subject(s)
Antigens, Nuclear/genetics , Microtubules/physiology , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Tubulin/chemistry , Tubulin/genetics , Binding Sites , Calmodulin-Binding Proteins/genetics , Calmodulin-Binding Proteins/metabolism , Cryoelectron Microscopy/methods , Crystallography, X-Ray/methods , Cytoskeletal Proteins/genetics , Cytoskeletal Proteins/metabolism , Humans , Mass Spectrometry/methods , Microtubule-Organizing Center , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism , Tubulin/classification , Tubulin/metabolism
6.
bioRxiv ; 2021 May 11.
Article in English | MEDLINE | ID: mdl-34013269

ABSTRACT

The SARS-CoV-2 protein Nsp2 has been implicated in a wide range of viral processes, but its exact functions, and the structural basis of those functions, remain unknown. Here, we report an atomic model for full-length Nsp2 obtained by combining cryo-electron microscopy with deep learning-based structure prediction from AlphaFold2. The resulting structure reveals a highly-conserved zinc ion-binding site, suggesting a role for Nsp2 in RNA binding. Mapping emerging mutations from variants of SARS-CoV-2 on the resulting structure shows potential host-Nsp2 interaction regions. Using structural analysis together with affinity tagged purification mass spectrometry experiments, we identify Nsp2 mutants that are unable to interact with the actin-nucleation-promoting WASH protein complex or with GIGYF2, an inhibitor of translation initiation and modulator of ribosome-associated quality control. Our work suggests a potential role of Nsp2 in linking viral transcription within the viral replication-transcription complexes (RTC) to the translation initiation of the viral message. Collectively, the structure reported here, combined with mutant interaction mapping, provides a foundation for functional studies of this evolutionary conserved coronavirus protein and may assist future drug design.

7.
Science ; 370(6523): 1473-1479, 2020 12 18.
Article in English | MEDLINE | ID: mdl-33154106

ABSTRACT

The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus enters host cells via an interaction between its Spike protein and the host cell receptor angiotensin-converting enzyme 2 (ACE2). By screening a yeast surface-displayed library of synthetic nanobody sequences, we developed nanobodies that disrupt the interaction between Spike and ACE2. Cryo-electron microscopy (cryo-EM) revealed that one nanobody, Nb6, binds Spike in a fully inactive conformation with its receptor binding domains locked into their inaccessible down state, incapable of binding ACE2. Affinity maturation and structure-guided design of multivalency yielded a trivalent nanobody, mNb6-tri, with femtomolar affinity for Spike and picomolar neutralization of SARS-CoV-2 infection. mNb6-tri retains function after aerosolization, lyophilization, and heat treatment, which enables aerosol-mediated delivery of this potent neutralizer directly to the airway epithelia.


Subject(s)
Antibodies, Neutralizing/immunology , Antibodies, Viral/immunology , Single-Domain Antibodies/immunology , Spike Glycoprotein, Coronavirus/immunology , Angiotensin-Converting Enzyme 2/chemistry , Angiotensin-Converting Enzyme 2/immunology , Animals , Antibodies, Neutralizing/chemistry , Antibodies, Viral/chemistry , Antibody Affinity , Chlorocebus aethiops , Cryoelectron Microscopy , Humans , Neutralization Tests , Protein Binding , Protein Stability , Single-Domain Antibodies/chemistry , Spike Glycoprotein, Coronavirus/chemistry , Vero Cells
8.
Nature ; 586(7827): 145-150, 2020 10.
Article in English | MEDLINE | ID: mdl-32968273

ABSTRACT

Natural products serve as chemical blueprints for most antibiotics in clinical use. The evolutionary process by which these molecules arise is inherently accompanied by the co-evolution of resistance mechanisms that shorten the clinical lifetime of any given class of antibiotics1. Virginiamycin acetyltransferase (Vat) enzymes are resistance proteins that provide protection against streptogramins2, potent antibiotics against Gram-positive bacteria that inhibit the bacterial ribosome3. Owing to the challenge of selectively modifying the chemically complex, 23-membered macrocyclic scaffold of group A streptogramins, analogues that overcome the resistance conferred by Vat enzymes have not been previously developed2. Here we report the design, synthesis, and antibacterial evaluation of group A streptogramin antibiotics with extensive structural variability. Using cryo-electron microscopy and forcefield-based refinement, we characterize the binding of eight analogues to the bacterial ribosome at high resolution, revealing binding interactions that extend into the peptidyl tRNA-binding site and towards synergistic binders that occupy the nascent peptide exit tunnel. One of these analogues has excellent activity against several streptogramin-resistant strains of Staphylococcus aureus, exhibits decreased rates of acetylation in vitro, and is effective at lowering bacterial load in a mouse model of infection. Our results demonstrate that the combination of rational design and modular chemical synthesis can revitalize classes of antibiotics that are limited by naturally arising resistance mechanisms.


Subject(s)
Anti-Bacterial Agents/chemical synthesis , Anti-Bacterial Agents/pharmacology , Drug Design , Drug Resistance, Bacterial/drug effects , Streptogramin Group A/chemical synthesis , Streptogramin Group A/pharmacology , Acetylation/drug effects , Acetyltransferases/genetics , Acetyltransferases/metabolism , Animals , Anti-Bacterial Agents/classification , Bacterial Load/drug effects , Binding Sites , Cryoelectron Microscopy , Female , In Vitro Techniques , Mice , Microbial Sensitivity Tests , Models, Molecular , RNA, Transfer/metabolism , Ribosomes/drug effects , Ribosomes/metabolism , Staphylococcus aureus/drug effects , Staphylococcus aureus/genetics , Staphylococcus aureus/metabolism , Streptogramin Group A/chemistry , Streptogramin Group A/classification , Virginiamycin/analogs & derivatives , Virginiamycin/chemistry , Virginiamycin/metabolism
9.
bioRxiv ; 2020 Aug 17.
Article in English | MEDLINE | ID: mdl-32817938

ABSTRACT

Without an effective prophylactic solution, infections from SARS-CoV-2 continue to rise worldwide with devastating health and economic costs. SARS-CoV-2 gains entry into host cells via an interaction between its Spike protein and the host cell receptor angiotensin converting enzyme 2 (ACE2). Disruption of this interaction confers potent neutralization of viral entry, providing an avenue for vaccine design and for therapeutic antibodies. Here, we develop single-domain antibodies (nanobodies) that potently disrupt the interaction between the SARS-CoV-2 Spike and ACE2. By screening a yeast surface-displayed library of synthetic nanobody sequences, we identified a panel of nanobodies that bind to multiple epitopes on Spike and block ACE2 interaction via two distinct mechanisms. Cryogenic electron microscopy (cryo-EM) revealed that one exceptionally stable nanobody, Nb6, binds Spike in a fully inactive conformation with its receptor binding domains (RBDs) locked into their inaccessible down-state, incapable of binding ACE2. Affinity maturation and structure-guided design of multivalency yielded a trivalent nanobody, mNb6-tri, with femtomolar affinity for SARS-CoV-2 Spike and picomolar neutralization of SARS-CoV-2 infection. mNb6-tri retains stability and function after aerosolization, lyophilization, and heat treatment. These properties may enable aerosol-mediated delivery of this potent neutralizer directly to the airway epithelia, promising to yield a widely deployable, patient-friendly prophylactic and/or early infection therapeutic agent to stem the worst pandemic in a century.

10.
Science ; 355(6321): 194-197, 2017 01 13.
Article in English | MEDLINE | ID: mdl-28082593

ABSTRACT

We observed the assembly of a nucleus-like structure in bacteria during viral infection. Using fluorescence microscopy and cryo-electron tomography, we showed that Pseudomonas chlororaphis phage 201φ2-1 assembled a compartment that separated viral DNA from the cytoplasm. The phage compartment was centered by a bipolar tubulin-based spindle, and it segregated phage and bacterial proteins according to function. Proteins involved in DNA replication and transcription localized inside the compartment, whereas proteins involved in translation and nucleotide synthesis localized outside. Later during infection, viral capsids assembled on the cytoplasmic membrane and moved to the surface of the compartment for DNA packaging. Ultimately, viral particles were released from the compartment and the cell lysed. These results demonstrate that phages have evolved a specialized structure to compartmentalize viral replication.


Subject(s)
Pseudomonas Phages/physiology , Pseudomonas chlororaphis/virology , Virus Assembly , Capsid/metabolism , Capsid Proteins/biosynthesis , Capsid Proteins/genetics , Cryoelectron Microscopy , Cytoplasm/ultrastructure , Cytoplasm/virology , DNA, Viral/biosynthesis , Microscopy, Fluorescence , Pseudomonas Phages/genetics , Pseudomonas chlororaphis/ultrastructure , Transcription, Genetic
11.
Elife ; 52016 07 19.
Article in English | MEDLINE | ID: mdl-27434674

ABSTRACT

Stringent response is a conserved bacterial stress response underlying virulence and antibiotic resistance. RelA/SpoT-homolog proteins synthesize transcriptional modulators (p)ppGpp, allowing bacteria to adapt to stress. RelA is activated during amino-acid starvation, when cognate deacyl-tRNA binds to the ribosomal A (aminoacyl-tRNA) site. We report four cryo-EM structures of E. coli RelA bound to the 70S ribosome, in the absence and presence of deacyl-tRNA accommodating in the 30S A site. The boomerang-shaped RelA with a wingspan of more than 100 Å wraps around the A/R (30S A-site/RelA-bound) tRNA. The CCA end of the A/R tRNA pins the central TGS domain against the 30S subunit, presenting the (p)ppGpp-synthetase domain near the 30S spur. The ribosome and A/R tRNA are captured in three conformations, revealing hitherto elusive states of tRNA engagement with the ribosomal decoding center. Decoding-center rearrangements are coupled with the step-wise 30S-subunit 'closure', providing insights into the dynamics of high-fidelity tRNA decoding.


Subject(s)
Escherichia coli/physiology , Ligases/metabolism , Ligases/ultrastructure , RNA, Transfer/metabolism , RNA, Transfer/ultrastructure , Ribosomes/metabolism , Ribosomes/ultrastructure , Cryoelectron Microscopy , Protein Binding , Stress, Physiological
12.
Elife ; 52016 05 25.
Article in English | MEDLINE | ID: mdl-27223329

ABSTRACT

The molecular machinery responsible for DNA expression, recombination, and compaction has been difficult to visualize as functionally complete entities due to their combinatorial and structural complexity. We report here the structure of the intact functional assembly responsible for regulating and executing a site-specific DNA recombination reaction. The assembly is a 240-bp Holliday junction (HJ) bound specifically by 11 protein subunits. This higher-order complex is a key intermediate in the tightly regulated pathway for the excision of bacteriophage λ viral DNA out of the E. coli host chromosome, an extensively studied paradigmatic model system for the regulated rearrangement of DNA. Our results provide a structural basis for pre-existing data describing the excisive and integrative recombination pathways, and they help explain their regulation.


Subject(s)
Bacteriophage lambda/genetics , DNA, Bacterial/chemistry , DNA, Cruciform/chemistry , DNA, Viral/chemistry , Escherichia coli Proteins/chemistry , Escherichia coli/genetics , Recombination, Genetic , Cryoelectron Microscopy , DNA, Bacterial/genetics , DNA, Bacterial/metabolism , DNA, Viral/genetics , DNA, Viral/metabolism , Imaging, Three-Dimensional , Models, Molecular
13.
J Struct Biol ; 192(2): 163-73, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26318383

ABSTRACT

The K2 Summit camera was initially the only commercially available direct electron detection camera that was optimized for high-speed counting of primary electrons and was also the only one that implemented centroiding so that the resolution of the camera can be extended beyond the Nyquist limit set by the physical pixel size. In this study, we used well-characterized two-dimensional crystals of the membrane protein aquaporin-0 to characterize the performance of the camera below and beyond the physical Nyquist limit and to measure the influence of electron dose rate on image amplitudes and phases.


Subject(s)
Aquaporins/chemistry , Cryoelectron Microscopy/methods , Eye Proteins/chemistry , Image Processing, Computer-Assisted/methods , Lens Capsule, Crystalline , Membrane Proteins/analysis , Animals , Cryoelectron Microscopy/instrumentation , Crystallization , Crystallography, X-Ray , Electrons , Limit of Detection , Sheep
14.
Structure ; 22(8): 1210-1218, 2014 Aug 05.
Article in English | MEDLINE | ID: mdl-25043550

ABSTRACT

The structural understanding of eukaryotic translation lags behind that of translation on bacterial ribosomes. Here, we present two subnanometer resolution structures of S. cerevisiae 80S ribosome complexes formed with either one or two tRNAs and bound in response to an mRNA fragment containing the Kozak consensus sequence. The ribosomes adopt two globally different conformations that are related to each other by the rotation of the small subunit. Comparison with bacterial ribosome complexes reveals that the global structures and modes of intersubunit rotation of the yeast ribosome differ significantly from those in the bacterial counterpart, most notably in the regions involving the tRNA, small ribosomal subunit, and conserved helix 69 of the large ribosomal subunit. The structures provide insight into ribosome dynamics implicated in tRNA translocation and help elucidate the role of the Kozak fragment in positioning an open reading frame during translation initiation in eukaryotes.


Subject(s)
Models, Molecular , Molecular Conformation , RNA, Transfer/chemistry , Ribosomes/chemistry , Saccharomyces cerevisiae Proteins/chemistry , Cryoelectron Microscopy , Image Processing, Computer-Assisted , Protein Biosynthesis/genetics , RNA, Transfer/metabolism , Ribosomes/metabolism
15.
Proc Natl Acad Sci U S A ; 111(25): 9139-44, 2014 Jun 24.
Article in English | MEDLINE | ID: mdl-24927574

ABSTRACT

In cap-dependent translation initiation, the open reading frame (ORF) of mRNA is established by the placement of the AUG start codon and initiator tRNA in the ribosomal peptidyl (P) site. Internal ribosome entry sites (IRESs) promote translation of mRNAs in a cap-independent manner. We report two structures of the ribosome-bound Taura syndrome virus (TSV) IRES belonging to the family of Dicistroviridae intergenic IRESs. Intersubunit rotational states differ in these structures, suggesting that ribosome dynamics play a role in IRES translocation. Pseudoknot I of the IRES occupies the ribosomal decoding center at the aminoacyl (A) site in a manner resembling that of the tRNA anticodon-mRNA codon. The structures reveal that the TSV IRES initiates translation by a previously unseen mechanism, which is conceptually distinct from initiator tRNA-dependent mechanisms. Specifically, the ORF of the IRES-driven mRNA is established by the placement of the preceding tRNA-mRNA-like structure in the A site, whereas the 40S P site remains unoccupied during this initial step.


Subject(s)
Nucleic Acid Conformation , Peptide Chain Initiation, Translational , Picornaviridae/metabolism , RNA, Messenger/metabolism , RNA, Transfer/metabolism , RNA, Viral/metabolism , Ribosomes/metabolism , Open Reading Frames , Picornaviridae/genetics , RNA, Messenger/genetics , RNA, Transfer/genetics , RNA, Viral/genetics , Ribosomes/genetics
16.
Proc Natl Acad Sci U S A ; 111(21): 7641-6, 2014 May 27.
Article in English | MEDLINE | ID: mdl-24821769

ABSTRACT

Viruses evolve so rapidly that sequence-based comparison is not suitable for detecting relatedness among distant viruses. Structure-based comparisons suggest that evolution led to a small number of viral classes or lineages that can be grouped by capsid protein (CP) folds. Here, we report that the CP structure of the fungal dsRNA Penicillium chrysogenum virus (PcV) shows the progenitor fold of the dsRNA virus lineage and suggests a relationship between lineages. Cryo-EM structure at near-atomic resolution showed that the 982-aa PcV CP is formed by a repeated α-helical core, indicative of gene duplication despite lack of sequence similarity between the two halves. Superimposition of secondary structure elements identified a single "hotspot" at which variation is introduced by insertion of peptide segments. Structural comparison of PcV and other distantly related dsRNA viruses detected preferential insertion sites at which the complexity of the conserved α-helical core, made up of ancestral structural motifs that have acted as a skeleton, might have increased, leading to evolution of the highly varied current structures. Analyses of structural motifs only apparent after systematic structural comparisons indicated that the hallmark fold preserved in the dsRNA virus lineage shares a long (spinal) α-helix tangential to the capsid surface with the head-tailed phage and herpesvirus viral lineage.


Subject(s)
Evolution, Molecular , Models, Molecular , Nucleic Acid Conformation , Penicillium chrysogenum/virology , RNA Viruses/ultrastructure , RNA, Double-Stranded/ultrastructure , Amino Acid Sequence , Capsid Proteins/ultrastructure , Cryoelectron Microscopy , Molecular Sequence Data , Protein Folding , Protein Structure, Tertiary , RNA Viruses/genetics , RNA, Double-Stranded/genetics , Sequence Analysis, RNA
17.
Proc Natl Acad Sci U S A ; 110(52): 20994-9, 2013 Dec 24.
Article in English | MEDLINE | ID: mdl-24324137

ABSTRACT

During protein synthesis, tRNAs and their associated mRNA codons move sequentially on the ribosome from the A (aminoacyl) site to the P (peptidyl) site to the E (exit) site in a process catalyzed by a universally conserved ribosome-dependent GTPase [elongation factor G (EF-G) in prokaryotes and elongation factor 2 (EF-2) in eukaryotes]. Although the high-resolution structure of EF-G bound to the posttranslocation ribosome has been determined, the pretranslocation conformation of the ribosome bound with EF-G and A-site tRNA has evaded visualization owing to the transient nature of this state. Here we use electron cryomicroscopy to determine the structure of the 70S ribosome with EF-G, which is trapped in the pretranslocation state using antibiotic viomycin. Comparison with the posttranslocation ribosome shows that the small subunit of the pretranslocation ribosome is rotated by ∼12° relative to the large subunit. Domain IV of EF-G is positioned in the cleft between the body and head of the small subunit outwardly of the A site and contacts the A-site tRNA. Our findings suggest a model in which domain IV of EF-G promotes the translocation of tRNA from the A to the P site as the small ribosome subunit spontaneously rotates back from the hybrid, rotated state into the nonrotated posttranslocation state.


Subject(s)
Models, Molecular , Nucleic Acid Conformation , Peptide Elongation Factor G/chemistry , Protein Biosynthesis/physiology , Ribosomes/chemistry , Cryoelectron Microscopy
18.
J Struct Biol ; 183(3): 377-388, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23872434

ABSTRACT

We describe an implementation of maximum likelihood classification for single particle electron cryo-microscopy that is based on the FREALIGN software. Particle alignment parameters are determined by maximizing a joint likelihood that can include hierarchical priors, while classification is performed by expectation maximization of a marginal likelihood. We test the FREALIGN implementation using a simulated dataset containing computer-generated projection images of three different 70S ribosome structures, as well as a publicly available dataset of 70S ribosomes. The results show that the mixed strategy of the new FREALIGN algorithm yields performance on par with other maximum likelihood implementations, while remaining computationally efficient.


Subject(s)
Image Processing, Computer-Assisted , Software , Algorithms , Bayes Theorem , Computer Simulation , Cryoelectron Microscopy/methods , Escherichia coli , Likelihood Functions , Models, Molecular , Ribosome Subunits, Large, Bacterial/ultrastructure , Ribosome Subunits, Small, Bacterial/ultrastructure
19.
Structure ; 20(11): 1823-8, 2012 Nov 07.
Article in English | MEDLINE | ID: mdl-23022349

ABSTRACT

Low-dose images obtained by electron cryo-microscopy (cryo-EM) are often affected by blurring caused by sample motion during electron beam exposure, degrading signal especially at high resolution. We show here that we can align frames of movies, recorded with a direct electron detector during beam exposure of rotavirus double-layered particles, thereby greatly reducing image blurring caused by beam-induced motion and sample stage instabilities. This procedure increases the efficiency of cryo-EM imaging and enhances the resolution obtained in three-dimensional reconstructions of the particle. Using movies in this way is generally applicable to all cryo-EM samples and should also improve the performance of midrange electron microscopes that may have limited mechanical stability and beam coherence.


Subject(s)
Cryoelectron Microscopy/methods , Ice , Rotavirus/ultrastructure
20.
J Struct Biol ; 177(3): 630-7, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22366277

ABSTRACT

The contrast observed in images of frozen-hydrated biological specimens prepared for electron cryo-microscopy falls significantly short of theoretical predictions. In addition to limits imposed by the current instrumentation, it is widely acknowledged that motion of the specimen during its exposure to the electron beam leads to significant blurring in the recorded images. We have studied the amount and direction of motion of virus particles suspended in thin vitrified ice layers across holes in perforated carbon films using exposure series. Our data show that the particle motion is correlated within patches of 0.3-0.5 µm, indicating that the whole ice layer is moving in a drum-like motion, with accompanying particle rotations of up to a few degrees. Support films with smaller holes, as well as lower electron dose rates tend to reduce beam-induced specimen motion, consistent with a mechanical effect. Finally, analysis of movies showing changes in the specimen during beam exposure show that the specimen moves significantly more at the start of an exposure than towards its end. We show how alignment and averaging of movie frames can be used to restore high-resolution detail in images affected by beam-induced motion.


Subject(s)
Cryoelectron Microscopy/methods , Image Processing, Computer-Assisted/methods
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