RESUMO
Clathrin-coated pits are formed by the recognition of membrane and cargo by the AP2 complex and the subsequent recruitment of clathrin triskelia. A role for AP2 in coated-pit assembly beyond initial clathrin recruitment has not been explored. Clathrin binds the ß2 subunit of AP2, and several binding sites have been identified, but our structural knowledge of these interactions is incomplete and their functional importance during endocytosis is unclear. Here, we analysed the cryo-EM structure of clathrin cages assembled in the presence of ß2 hinge-appendage (ß2HA). We find that the ß2-appendage binds in at least two positions in the cage, demonstrating that multi-modal binding is a fundamental property of clathrin-AP2 interactions. In one position, ß2-appendage cross-links two adjacent terminal domains from different triskelia. Functional analysis of ß2HA-clathrin interactions reveals that endocytosis requires two clathrin interaction sites: a clathrin-box motif on the hinge and the "sandwich site" on the appendage. We propose that ß2-appendage binding to more than one triskelion is a key feature of the system and likely explains why assembly is driven by AP2.
Assuntos
Proteínas Adaptadoras de Transporte Vesicular/química , Proteínas Adaptadoras de Transporte Vesicular/metabolismo , Clatrina/química , Clatrina/metabolismo , Vesículas Revestidas/química , Vesículas Revestidas/metabolismo , Modelos Moleculares , Sequência de Aminoácidos , Sítios de Ligação , Invaginações Revestidas da Membrana Celular/química , Invaginações Revestidas da Membrana Celular/metabolismo , Endocitose , Imunofluorescência , Células HeLa , Humanos , Ligação Proteica , Domínios e Motivos de Interação entre Proteínas , Transporte Proteico , Relação Estrutura-AtividadeRESUMO
The goal of cryo-EM experiments in the biological sciences is to determine the atomic structure of a molecule and deduce insights into its functions and mechanisms. Despite improvements in instrumentation for data collection and new software algorithms, in most cases, individual atoms are not resolved. Model building of proteins, nucleic acids, or molecules in general, is feasible from the experimentally determined density maps at resolutions up to the range of 3-4 Angstroms. For lower-resolution maps or parts of maps, fitting smaller structures obtained by modelling or experimental techniques with higher resolution is a way to resolve the issue. In practice, we have an atomic structure, generate its density map at a given resolution, and translate/rotate the map within a region of interest in the experimental map, computing a measure-of-fit score with the corresponding areas of the experimental map. This procedure is computationally intensive since we work in 6D space. An optimal ordered list of rotations will reduce the angular error and help to find the best-fitting positions faster for a coarse global search or a local refinement. It can be used for adaptive approaches to stop fitting algorithms earlier once the desired accuracy has been achieved. We demonstrate how the performance of some fitting algorithms can be improved by grouping sets of rotations. We present an approach to generate more efficient 3D angular sampling, and provide the computer code to generate lists of optimal orientations for single and grouped rotations and the lists themselves.
Assuntos
Algoritmos , Microscopia Crioeletrônica , Microscopia Crioeletrônica/métodos , Modelos Moleculares , Software , Imageamento Tridimensional/métodos , Conformação ProteicaRESUMO
As essential components of our connective tissues, elastic fibres give tissues such as major blood vessels, skin and the lungs their elasticity. Their formation is complex and co-ordinately regulated by multiple factors. In this review, we describe key players in elastogenesis: fibrillin-1, tropoelastin, latent TGFß binding protein-4, and fibulin-4 and -5. We summarise their roles in elastogenesis, discuss the effect of their mutations on relevant diseases, and describe their interactions involved in forming the elastic fibre network. Moreover, we look into their roles in wound repair for a better understanding of their potential application in tissue regeneration.
Assuntos
Tecido Elástico , Proteínas da Matriz Extracelular , Tecido Conjuntivo/metabolismo , Tecido Elástico/metabolismo , Proteínas da Matriz Extracelular/metabolismo , Proteínas de Ligação a TGF-beta Latente/metabolismo , Tropoelastina/genética , Tropoelastina/metabolismo , Cicatrização/genéticaRESUMO
The properties of nanoparticles are known to critically depend on their local chemistry but characterizing three-dimensional (3D) elemental segregation at the nanometer scale is highly challenging. Scanning transmission electron microscope (STEM) tomographic imaging is one of the few techniques able to measure local chemistry for inorganic nanoparticles but conventional methodologies often fail due to the high electron dose imparted. Here, we demonstrate realization of a new spectroscopic single particle reconstruction approach built on a method developed by structural biologists. We apply this technique to the imaging of PtNi nanocatalysts and find new evidence of a complex inhomogeneous alloying with a Pt-rich core, a Ni-rich hollow octahedral intermediate shell and a Pt-rich rhombic dodecahedral skeleton framework with less Pt at ⟨100⟩ vertices. The ability to gain evidence of local surface enrichment that varies with the crystallographic orientation of facets and vertices is expected to provide significant insight toward the development of nanoparticles for sensing, medical imaging, and catalysis.
RESUMO
Retinoschisin, an octameric retinal-specific protein, is essential for retinal architecture with mutations causing X-linked retinoschisis (XLRS), a monogenic form of macular degeneration. Most XLRS-associated mutations cause intracellular retention, however a subset are secreted as octamers and the cause of their pathology is ill-defined. Therefore, here we investigated the solution structure of the retinoschisin monomer and the impact of two XLRS-causing mutants using a combinatorial approach of biophysics and cryo-EM. The retinoschisin monomer has an elongated structure which persists in the octameric assembly. Retinoschisin forms a dimer of octamers with each octameric ring adopting a planar propeller structure. Comparison of the octamer with the hexadecamer structure indicated little conformational change in the retinoschisin octamer upon dimerization, suggesting that the octamer provides a stable interface for the construction of the hexadecamer. The H207Q XLRS-associated mutation was found in the interface between octamers and destabilized both monomeric and octameric retinoschisin. Octamer dimerization is consistent with the adhesive function of retinoschisin supporting interactions between retinal cell layers, so disassembly would prevent structural coupling between opposing membranes. In contrast, cryo-EM structural analysis of the R141H mutation at â¼4.2Å resolution was found to only cause a subtle conformational change in the propeller tips, potentially perturbing an interaction site. Together, these findings support distinct mechanisms of pathology for two classes of XLRS-associated mutations in the retinoschisin assembly.
Assuntos
Proteínas do Olho/química , Proteínas do Olho/genética , Retinosquise/genética , Relação Estrutura-Atividade , Animais , Células COS , Chlorocebus aethiops , Microscopia Crioeletrônica , Proteínas do Olho/ultraestrutura , Humanos , Mutação/genética , Conformação Proteica , Multimerização Proteica , Retina/química , Retina/patologia , Retinosquise/patologiaRESUMO
Genetic mutations in fibrillin microfibrils cause serious inherited diseases, such as Marfan syndrome and Weill-Marchesani syndrome (WMS). These diseases typically show major dysregulation of tissue development and growth, particularly in skeletal long bones, but links between the mutations and the diseases are unknown. Here we describe a detailed structural analysis of native fibrillin microfibrils from mammalian tissue by cryogenic electron microscopy. The major bead region showed pseudo eightfold symmetry where the amino and carboxy termini reside. On the basis of this structure, we show that a WMS deletion mutation leads to the induction of a structural rearrangement that blocks interaction with latent TGFß-binding protein-1 at a remote site. Separate deletion of this binding site resulted in the assembly of shorter fibrillin microfibrils with structural alterations. The integrin αvß3-binding site was also mapped onto the microfibril structure. These results establish that in complex extracellular assemblies, such as fibrillin microfibrils, mutations may have long-range structural consequences leading to the disruption of growth factor signaling and the development of disease.
Assuntos
Matriz Extracelular , Microfibrilas , Animais , Microfibrilas/metabolismo , Microfibrilas/patologia , Fibrilinas/genética , Fibrilinas/metabolismo , Matriz Extracelular/genética , Matriz Extracelular/metabolismo , Fator de Crescimento Transformador beta/genética , Fator de Crescimento Transformador beta/metabolismo , Fibrilina-1/genética , Fibrilina-1/metabolismo , Mutação , Sítios de Ligação , Mamíferos/metabolismoRESUMO
Collagen VI is a ubiquitous extracellular matrix protein that assembles into beaded microfibrils that form networks linking cells to the matrix. Collagen VI microfibrils are typically formed from a heterotrimer of the α1, α2, and α3 chains. The α3 chain is distinct as it contains an extended N terminus with up to 10 consecutive von Willebrand factor type A-domains (VWA). Here, we use solution small angle x-ray scattering (SAXS) and single particle analysis EM to determine the nanostructure of nine of these contiguous A-domains. Both techniques reveal a tight C-shape conformation for the A-domains. Furthermore, using biophysical approaches, we demonstrate that the N-terminal region undergoes a conformational change and a proportion forms dimers in the presence of Zn(2+). This is the first indication that divalent cations interact with collagen VI A-domains. A three-dimensional reconstruction of tissue-purified collagen VI microfibrils was generated using EM and single particle image analysis. The reconstruction showed the intricate architecture of the collagen VI globular regions, in particular the highly structurally conserved C-terminal region and variations in the appearance of the N-terminal region. The N-terminal domains project out from the globular beaded region like angled radial spokes. These could potentially provide interactive surfaces for other cell matrix molecules.
Assuntos
Colágeno Tipo VI/química , Microfibrilas/química , Multimerização Proteica/fisiologia , Colágeno Tipo VI/genética , Colágeno Tipo VI/metabolismo , Células HEK293 , Humanos , Microfibrilas/genética , Microfibrilas/metabolismo , Estrutura Quaternária de Proteína , Estrutura Terciária de ProteínaRESUMO
In this paper, several approaches to be used to accelerate algorithms for fitting an atomic structure into a given 3D density map determined by cryo-EM are discussed. Rotation and translation of the atomic structure to find similarity scores are used and implemented with discrete Fourier transforms. Several rotations can be combined into groups to accelerate processing. The finite resolution of experimental and simulated maps allows a reduction in the number of rotations and translations needed in order to estimate similarity-score values.
Assuntos
Microscopia Crioeletrônica/métodos , Análise de Dados , Imageamento Tridimensional/métodos , Modelos Moleculares , Proteínas/química , Conformação ProteicaRESUMO
MiDAC is one of seven distinct, large multi-protein complexes that recruit class I histone deacetylases to the genome to regulate gene expression. Despite implications of involvement in cell cycle regulation and in several cancers, surprisingly little is known about the function or structure of MiDAC. Here we show that MiDAC is important for chromosome alignment during mitosis in cancer cell lines. Mice lacking the MiDAC proteins, DNTTIP1 or MIDEAS, die with identical phenotypes during late embryogenesis due to perturbations in gene expression that result in heart malformation and haematopoietic failure. This suggests that MiDAC has an essential and unique function that cannot be compensated by other HDAC complexes. Consistent with this, the cryoEM structure of MiDAC reveals a unique and distinctive mode of assembly. Four copies of HDAC1 are positioned at the periphery with outward-facing active sites suggesting that the complex may target multiple nucleosomes implying a processive deacetylase function.
Assuntos
Desenvolvimento Embrionário , Histona Desacetilases/metabolismo , Complexos Multiproteicos/metabolismo , Sequência de Aminoácidos , Animais , Linhagem Celular , Cromatina/metabolismo , Cromossomos de Mamíferos/metabolismo , Embrião de Mamíferos/citologia , Fibroblastos/metabolismo , Redes Reguladoras de Genes , Heterozigoto , Homozigoto , Humanos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Mitose , Modelos Moleculares , Complexos Multiproteicos/química , Complexos Multiproteicos/ultraestrutura , Proteínas Nucleares/metabolismo , Domínios Proteicos , Multimerização ProteicaRESUMO
The chaperonin GroEL assists protein folding through ATP-dependent, cooperative movements that alternately create folding chambers in its two rings. The substitution E461K at the interface between these two rings causes temperature-sensitive, defective protein folding in Escherichia coli. To understand the molecular defect, we have examined the mutant chaperonin by cryo-EM. The normal out-of-register alignment of contacts between subunits of opposing wild-type rings is changed in E461K to an in-register one. This is associated with loss of cooperativity in ATP binding and hydrolysis. Consistent with the loss of negative cooperativity between rings, the cochaperonin GroES binds simultaneously to both E461K rings. These GroES-bound structures were unstable at higher temperature, dissociating into complexes of single E461K rings associated with GroES. Lacking the allosteric signal from the opposite ring, these complexes cannot release their GroES and become trapped, dead-end states.
Assuntos
Chaperonina 10/química , Chaperonina 60/química , Chaperonina 60/metabolismo , Chaperoninas/genética , Mutação , Adenosina Trifosfatases/química , Trifosfato de Adenosina/química , Chaperonina 10/metabolismo , Microscopia Crioeletrônica , Relação Dose-Resposta a Droga , Escherichia coli/metabolismo , Hidrólise , Modelos Moleculares , Ligação Proteica , Dobramento de Proteína , Estrutura Terciária de Proteína , Transdução de Sinais , Eletricidade Estática , TemperaturaRESUMO
Protein synthesis in eukaryotes is controlled by signals and stresses via a common pathway, called the integrated stress response (ISR). Phosphorylation of the translation initiation factor eIF2 alpha at a conserved serine residue mediates translational control at the ISR core. To provide insight into the mechanism of translational control we have determined the structures of eIF2 both in phosphorylated and unphosphorylated forms bound with its nucleotide exchange factor eIF2B by electron cryomicroscopy. The structures reveal that eIF2 undergoes large rearrangements to promote binding of eIF2α to the regulatory core of eIF2B comprised of the eIF2B alpha, beta and delta subunits. Only minor differences are observed between eIF2 and eIF2αP binding to eIF2B, suggesting that the higher affinity of eIF2αP for eIF2B drives translational control. We present a model for controlled nucleotide exchange and initiator tRNA binding to the eIF2/eIF2B complex.
Assuntos
Fator de Iniciação 2B em Eucariotos/ultraestrutura , Fator de Iniciação 2 em Eucariotos/ultraestrutura , RNA de Transferência de Metionina/ultraestrutura , Proteínas de Saccharomyces cerevisiae/ultraestrutura , Simulação por Computador , Microscopia Crioeletrônica , Fator de Iniciação 2 em Eucariotos/metabolismo , Fator de Iniciação 2B em Eucariotos/metabolismo , Modelos Moleculares , Nucleotídeos/metabolismo , Fosforilação/fisiologia , Ligação Proteica/fisiologia , Biossíntese de Proteínas/fisiologia , RNA de Transferência de Metionina/metabolismo , Proteínas de Saccharomyces cerevisiae/metabolismo , eIF-2 Quinase/metabolismoRESUMO
Many of the largest known viruses belong to the PRD1-adeno structural lineage characterised by conserved pseudo-hexameric capsomers composed of three copies of a single major capsid protein (MCP). Here, by high-resolution cryo-EM analysis, we show that a class of archaeal viruses possess hetero-hexameric MCPs which mimic the PRD1-adeno lineage trimer. These hetero-hexamers are built from heterodimers and utilise a jigsaw-puzzle system of pegs and holes, and underlying minor capsid proteins, to assemble the capsid laterally from the 5-fold vertices. At these vertices proteins engage inwards with the internal membrane vesicle whilst 2-fold symmetric horn-like structures protrude outwards. The horns are assembled from repeated globular domains attached to a central spine, presumably facilitating multimeric attachment to the cell receptor. Such viruses may represent precursors of the main PRD1-adeno lineage, similarly engaging cell-receptors via 5-fold spikes and using minor proteins to define particle size.
Assuntos
Vírus de Archaea/fisiologia , Montagem de Vírus/fisiologia , Vírus de Archaea/química , Vírus de Archaea/ultraestrutura , Proteínas do Capsídeo/química , Proteínas do Capsídeo/ultraestrutura , Modelos MolecularesRESUMO
Fibrillin microfibrils are evolutionarily ancient, structurally complex extracellular polymers found in mammalian elastic tissues where they endow elastic properties, sequester growth factors and mediate cell signalling; thus, knowledge of their structure and organization is essential for a more complete understanding of cell function and tissue morphogenesis. By combining multiple imaging techniques, we visualize three levels of hierarchical organization of fibrillin structure ranging from micro-scale fiber bundles in the ciliary zonule to nano-scale individual microfibrils. Serial block-face scanning electron microscopy imaging suggests that bundles of zonule fibers are bound together by circumferential wrapping fibers, which is mirrored on a shorter-length scale where individual zonule fibers are interwoven by smaller fibers. Electron tomography shows that microfibril directionality varies from highly aligned and parallel, connecting to the basement membrane, to a meshwork at the zonule fiber periphery, and microfibrils within the zonule are connected by short cross-bridges, potentially formed by fibrillin-binding proteins. Three-dimensional reconstructions of negative-stain electron microscopy images of purified microfibrils confirm that fibrillin microfibrils have hollow tubular structures with defined bead and interbead regions, similar to tissue microfibrils imaged in our tomograms. These microfibrils are highly symmetrical, with an outer ring and interwoven core in the bead and four linear prongs, each accommodating a fibrillin dimer, in the interbead region. Together these data show how a single molecular building block is organized into different levels of hierarchy from microfibrils to tissue structures spanning nano- to macro-length scales. Furthermore, the application of these combined imaging approaches has wide applicability to other tissue systems.
Assuntos
Fibrilinas/química , Fibrilinas/ultraestrutura , Microfibrilas/química , Microfibrilas/ultraestrutura , Modelos Moleculares , Animais , Membrana Basal/química , Membrana Basal/metabolismo , Bovinos , Tomografia com Microscopia Eletrônica , Fibrilinas/metabolismo , Microfibrilas/metabolismo , Conformação MolecularRESUMO
Extracellular matrix microfibrils are critical components of connective tissues with a wide range of mechanical and cellular signalling functions. Collagen VI is a heteromeric network-forming collagen which is expressed in tissues such as skin, lung, blood vessels and articular cartilage where it anchors cells into the matrix allowing for transduction of biochemical and mechanical signals. It is not understood how collagen VI is arranged into microfibrils or how these microfibrils are arranged into tissues. Therefore we have characterised the hierarchical organisation of collagen VI across multiple length scales. The frozen hydrated nanostructure of purified collagen VI microfibrils was reconstructed using cryo-TEM. The bead region has a compact hollow head and flexible tail regions linked by the collagenous interbead region. Serial block face SEM imaging coupled with electron tomography of the pericellular matrix (PCM) of murine articular cartilage revealed that the PCM has a meshwork-like organisation formed from globular densities â¼30nm in diameter. These approaches can characterise structures spanning nanometer to millimeter length scales to define the nanostructure of individual collagen VI microfibrils and the micro-structural organisation of these fibrils within tissues to help in the future design of better mimetics for tissue engineering. STATEMENT OF SIGNIFICANCE: Cartilage is a connective tissue rich in extracellular matrix molecules and is tough and compressive to cushion the bones of joints. However, in adults cartilage is poorly repaired after injury and so this is an important target for tissue engineering. Many connective tissues contain collagen VI, which forms microfibrils and networks but we understand very little about these assemblies or the tissue structures they form. Therefore, we have use complementary imaging techniques to image collagen VI microfibrils from the nano-scale to the micro-scale in order to understand the structure and the assemblies it forms. These findings will help to inform the future design of scaffolds to mimic connective tissues in regenerative medicine applications.
Assuntos
Colágeno Tipo IV/química , Colágeno Tipo IV/ultraestrutura , Microfibrilas/química , Microfibrilas/ultraestrutura , Modelos Químicos , Modelos Moleculares , Simulação por Computador , Proteínas da Matriz Extracelular/química , Proteínas da Matriz Extracelular/ultraestrutura , Conformação ProteicaRESUMO
A versatile tool for selecting particles from electron micrographs, intended for single particle analysis and three-dimensional reconstruction, is presented. It is based on a local real-space correlation method. Real-space correlations calculated over a local area are suitable for finding small objects or patterns in a larger field. They provide a very sensitive measure-of-fit, partly due to local optimisation of the numerical scaling. It is equivalent to least squares with optimised scaling between the two objects being correlated. The only disadvantage of real-space methods is that they are slow to compute. A fast local correlation algorithm based on Fourier transforms has been developed, which is approximately two orders of magnitude faster than the explicit real-space formulation. The algorithm is demonstrated by application to the problem of locating images of macromolecules in transmission electron micrographs of unstained frozen hydrated specimens. This is a challenging computational problem because these images have low contrast and a low signal-to-noise ratio. Picking particles by hand is very time consuming and can be less accurate. The automated procedure gives a significant increase in speed, which is important if large numbers of particles have to be picked.
Assuntos
Algoritmos , Microscopia Eletrônica/métodos , Estatística como Assunto/métodos , Carbono/análise , Análise de Fourier , Tamanho da Partícula , Ribossomos/ultraestruturaRESUMO
Hepatitis B virus consists of an icosahedral core containing the double-stranded DNA genome, enveloped by a membrane with embedded surface proteins. The crystal structure of the core protein has been solved but little information about the structure of the surface proteins has so far been available. There are three sizes of surface protein, small (S), medium (M) and large (L), which form disulfide-bonded homo- and heterodimers. The three proteins, expressed from different start sites in the coding sequence, share the common C-terminal S region; the M protein contains an additional preS2 sequence N-terminal to S, and the L protein a further preS1 sequence N-terminal to M. In infected individuals, the surface proteins are produced in huge excess over the amount needed for viral envelopment and are secreted as a heterogeneous mixture of isometric and tubular subviral particles. We have used electron cryomicroscopy to study tubular particles extracted from human serum. Helical Fourier-Bessel analysis was used to calculate a low-resolution map, although it showed that the tubes were quite disordered. From the symmetry derived from this analysis, we used single-particle methods to improve the resolution. We found that the tubes had a diameter of approximately 250 A, with spike-like features projecting from the membrane. In the plane of the membrane the proteins appear to be close packed. We propose a model for the packing arrangement of surface protein dimers in the tubes.
Assuntos
Antígenos de Superfície da Hepatite B/química , Vírus da Hepatite B/química , Estrutura Quaternária de Proteína , Microscopia Crioeletrônica , Dimerização , Vírus da Hepatite B/isolamento & purificação , Humanos , Processamento de Imagem Assistida por Computador , Modelos Moleculares , Soro/virologiaRESUMO
Hepatitis B virus, a widespread and serious human pathogen, replicates by reverse transcription of an RNA intermediate. The virus consists of an inner nucleocapsid or core, surrounded by a lipid envelope containing virally encoded surface proteins. Using electron cryomicroscopy, we compare the structures of the bacterially expressed RNA-containing core particle and the mature DNA-containing core particle extracted from virions. We show that the mature core contains 240 subunits in a T = 4 arrangement similar to that in expressed core (T is the triangulation number and the icosahedral shell contains 60 T subunits). During the infective cycle, the core assembles in an immature state around a complex of viral pregenomic RNA and polymerase. After reverse transcription with concomitant degradation of the RNA, the now mature core buds through a cellular membrane containing the surface proteins to become enveloped. Envelopment must not happen before reverse transcription is completed, so it has been hypothesized that a change in capsid structure may signal maturation. Our results show significant differences in structure between the RNA- and DNA-containing cores. One such difference is in a hydrophobic pocket, formed largely from residues that, on mutation, lead to abnormal secretion. We suggest that the changes we see are related to maturation and control of envelopment, and we propose a mechanism based on DNA synthesis for their triggering.
Assuntos
Antígenos do Núcleo do Vírus da Hepatite B/química , Vírus da Hepatite B/química , Modelos Moleculares , Montagem de Vírus , Microscopia Crioeletrônica , DNA Viral/biossíntese , Vírus da Hepatite B/fisiologia , Humanos , RNA Viral/metabolismo , Transcrição Reversa , Vírion/químicaRESUMO
Previously, we have demonstrated that hepatitis B virus (HBV) core particles tolerate the insertion of the amino-terminal 120 amino acids (aa) of the Puumala hantavirus nucleocapsid (N) protein. Here, we demonstrate that the insertion of 120 amino-terminal aa of N proteins from highly virulent Dobrava and Hantaan hantaviruses allows the formation of chimeric core particles. These particles expose the inserted foreign protein segments, at least in part, on their surface. Analysis by electron cryomicroscopy of chimeric particles harbouring the Puumala virus (PUUV) N segment revealed 90% T = 3 and 10% T = 4 shells. A map computed from T = 3 shells shows additional density splaying out from the tips of the spikes producing the effect of an extra shell of density at an outer radius compared with wild-type shells. The inserted Puumala virus N protein segment is flexibly linked to the core spikes and only partially icosahedrally ordered. Immunisation of mice of two different haplotypes (BALB/c and C57BL/6) with chimeric core particles induces a high-titered and highly cross-reactive N-specific antibody response in both mice strains.
Assuntos
Anticorpos Antivirais/sangue , Antígenos do Núcleo do Vírus da Hepatite B/imunologia , Proteínas do Nucleocapsídeo/imunologia , Orthohantavírus/imunologia , Proteínas Recombinantes de Fusão/imunologia , Vacinas Virais/imunologia , Animais , Anticorpos Antivirais/imunologia , Reações Cruzadas , Microscopia Crioeletrônica , Feminino , Orthohantavírus/classificação , Infecções por Hantavirus/prevenção & controle , Antígenos do Núcleo do Vírus da Hepatite B/química , Antígenos do Núcleo do Vírus da Hepatite B/genética , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Endogâmicos C57BL , Proteínas do Nucleocapsídeo/química , Proteínas do Nucleocapsídeo/genética , Proteínas Recombinantes de Fusão/genética , Vacinas Virais/administração & dosagemRESUMO
Manual selection of single particles in images acquired using cryo-electron microscopy (cryoEM) will become a significant bottleneck when datasets of a hundred thousand or even a million particles are required for structure determination at near atomic resolution. Algorithm development of fully automated particle selection is thus an important research objective in the cryoEM field. A number of research groups are making promising new advances in this area. Evaluation of algorithms using a standard set of cryoEM images is an essential aspect of this algorithm development. With this goal in mind, a particle selection "bakeoff" was included in the program of the Multidisciplinary Workshop on Automatic Particle Selection for cryoEM. Twelve groups participated by submitting the results of testing their own algorithms on a common dataset. The dataset consisted of 82 defocus pairs of high-magnification micrographs, containing keyhole limpet hemocyanin particles, acquired using cryoEM. The results of the bakeoff are presented in this paper along with a summary of the discussion from the workshop. It was agreed that establishing benchmark particles and using bakeoffs to evaluate algorithms are useful in promoting algorithm development for fully automated particle selection, and that the infrastructure set up to support the bakeoff should be maintained and extended to include larger and more varied datasets, and more criteria for future evaluations.