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1.
Nat Commun ; 15(1): 3789, 2024 May 06.
Artículo en Inglés | MEDLINE | ID: mdl-38710693

RESUMEN

The CUL3-RING E3 ubiquitin ligases (CRL3s) play an essential role in response to extracellular nutrition and stress stimuli. The ubiquitin ligase function of CRL3s is activated through dimerization. However, how and why such a dimeric assembly is required for its ligase activity remains elusive. Here, we report the cryo-EM structure of the dimeric CRL3KLHL22 complex and reveal a conserved N-terminal motif in CUL3 that contributes to the dimerization assembly and the E3 ligase activity of CRL3KLHL22. We show that deletion of the CUL3 N-terminal motif impairs dimeric assembly and the E3 ligase activity of both CRL3KLHL22 and several other CRL3s. In addition, we found that the dynamics of dimeric assembly of CRL3KLHL22 generates a variable ubiquitination zone, potentially facilitating substrate recognition and ubiquitination. These findings demonstrate that a CUL3 N-terminal motif participates in the assembly process and provide insights into the assembly and activation of CRL3s.


Asunto(s)
Secuencias de Aminoácidos , Microscopía por Crioelectrón , Proteínas Cullin , Receptores de Interleucina-17 , Ubiquitina-Proteína Ligasas , Ubiquitinación , Proteínas Cullin/metabolismo , Proteínas Cullin/química , Proteínas Cullin/genética , Humanos , Ubiquitina-Proteína Ligasas/metabolismo , Ubiquitina-Proteína Ligasas/química , Ubiquitina-Proteína Ligasas/genética , Células HEK293 , Multimerización de Proteína , Secuencia Conservada , Unión Proteica , Modelos Moleculares
2.
Commun Biol ; 6(1): 535, 2023 05 18.
Artículo en Inglés | MEDLINE | ID: mdl-37202420

RESUMEN

During virus entry, the pretriggered human immunodeficiency virus (HIV-1) envelope glycoprotein (Env) trimer initially transits into a default intermediate state (DIS) that remains structurally uncharacterized. Here, we present cryo-EM structures at near-atomic resolution of two cleaved full-length HIV-1 Env trimers purified from cell membranes in styrene-maleic acid lipid nanoparticles without antibodies or receptors. The cleaved Env trimers exhibited tighter subunit packing than uncleaved trimers. Cleaved and uncleaved Env trimers assumed remarkably consistent yet distinct asymmetric conformations, with one smaller and two larger opening angles. Breaking conformational symmetry is allosterically coupled with dynamic helical transformations of the gp41 N-terminal heptad repeat (HR1N) regions in two protomers and with trimer tilting in the membrane. The broken symmetry of the DIS potentially assists Env binding to two CD4 receptors-while resisting antibody binding-and promotes extension of the gp41 HR1 helical coiled-coil, which relocates the fusion peptide closer to the target cell membrane.


Asunto(s)
Proteína gp41 de Envoltorio del VIH , VIH-1 , Humanos , Proteína gp41 de Envoltorio del VIH/química , Proteína gp41 de Envoltorio del VIH/metabolismo , VIH-1/química , Conformación Proteica , Glicoproteínas , Estirenos
3.
Int J Mol Sci ; 23(16)2022 Aug 09.
Artículo en Inglés | MEDLINE | ID: mdl-36012133

RESUMEN

The cellular functions are executed by biological macromolecular complexes in nonequilibrium dynamic processes, which exhibit a vast diversity of conformational states. Solving the conformational continuum of important biomolecular complexes at the atomic level is essential to understanding their functional mechanisms and guiding structure-based drug discovery. Here, we introduce a deep manifold learning framework, named AlphaCryo4D, which enables atomic-level cryogenic electron microscopy (cryo-EM) reconstructions that approximately visualize the conformational space of biomolecular complexes of interest. AlphaCryo4D integrates 3D deep residual learning with manifold embedding of pseudo-energy landscapes, which simultaneously improves 3D classification accuracy and reconstruction resolution via an energy-based particle-voting algorithm. In blind assessments using simulated heterogeneous datasets, AlphaCryo4D achieved 3D classification accuracy three times those of alternative methods and reconstructed continuous conformational changes of a 130-kDa protein at sub-3 Å resolution. By applying this approach to analyze several experimental datasets of the proteasome, ribosome and spliceosome, we demonstrate its potential generality in exploring hidden conformational space or transient states of macromolecular complexes that remain hitherto invisible. Integration of this approach with time-resolved cryo-EM further allows visualization of conformational continuum in a nonequilibrium regime at the atomic level, thus potentially enabling therapeutic discovery against highly dynamic biomolecular targets.


Asunto(s)
Proteínas , Ribosomas , Microscopía por Crioelectrón/métodos , Sustancias Macromoleculares , Conformación Molecular
5.
Nature ; 605(7910): 567-574, 2022 05.
Artículo en Inglés | MEDLINE | ID: mdl-35477760

RESUMEN

Proteasomal degradation of ubiquitylated proteins is tightly regulated at multiple levels1-3. A primary regulatory checkpoint is the removal of ubiquitin chains from substrates by the deubiquitylating enzyme ubiquitin-specific protease 14 (USP14), which reversibly binds the proteasome and confers the ability to edit and reject substrates. How USP14 is activated and regulates proteasome function remain unknown4-7. Here we present high-resolution cryo-electron microscopy structures of human USP14 in complex with the 26S proteasome in 13 distinct conformational states captured during degradation of polyubiquitylated proteins. Time-resolved cryo-electron microscopy analysis of the conformational continuum revealed two parallel pathways of proteasome state transitions induced by USP14, and captured transient conversion of substrate-engaged intermediates into substrate-inhibited intermediates. On the substrate-engaged pathway, ubiquitin-dependent activation of USP14 allosterically reprograms the conformational landscape of the AAA-ATPase motor and stimulates opening of the core particle gate8-10, enabling observation of a near-complete cycle of asymmetric ATP hydrolysis around the ATPase ring during processive substrate unfolding. Dynamic USP14-ATPase interactions decouple the ATPase activity from RPN11-catalysed deubiquitylation11-13 and kinetically introduce three regulatory checkpoints on the proteasome, at the steps of ubiquitin recognition, substrate translocation initiation and ubiquitin chain recycling. These findings provide insights into the complete functional cycle of the USP14-regulated proteasome and establish mechanistic foundations for the discovery of USP14-targeted therapies.


Asunto(s)
Complejo de la Endopetidasa Proteasomal , Ubiquitina , Adenosina Trifosfatasas/metabolismo , Microscopía por Crioelectrón , Humanos , Conformación Molecular , Complejo de la Endopetidasa Proteasomal/metabolismo , Ubiquitina/metabolismo , Ubiquitina Tiolesterasa/metabolismo
6.
J Virol ; 95(24): e0052921, 2021 11 23.
Artículo en Inglés | MEDLINE | ID: mdl-34549974

RESUMEN

The functional human immunodeficiency virus (HIV-1) envelope glycoprotein (Env) trimer [(gp120/gp41)3] is produced by cleavage of a conformationally flexible gp160 precursor. gp160 cleavage or the binding of BMS-806, an entry inhibitor, stabilizes the pretriggered, "closed" (state 1) conformation recognized by rarely elicited broadly neutralizing antibodies. Poorly neutralizing antibodies (pNAbs) elicited at high titers during natural infection recognize more "open" Env conformations (states 2 and 3) induced by binding the receptor, CD4. We found that BMS-806 treatment and cross-linking decreased the exposure of pNAb epitopes on cell surface gp160; however, after detergent solubilization, cross-linked and BMS-806-treated gp160 sampled non-state-1 conformations that could be recognized by pNAbs. Cryo-electron microscopy of the purified BMS-806-bound gp160 revealed two hitherto unknown asymmetric trimer conformations, providing insights into the allosteric coupling between trimer opening and structural variation in the gp41 HR1N region. The individual protomer structures in the asymmetric gp160 trimers resemble those of other genetically modified or antibody-bound cleaved HIV-1 Env trimers, which have been suggested to assume state-2-like conformations. Asymmetry of the uncleaved Env potentially exposes surfaces of the trimer to pNAbs. To evaluate the effect of stabilizing a state-1-like conformation of the membrane Env precursor, we treated cells expressing wild-type HIV-1 Env with BMS-806. BMS-806 treatment decreased both gp160 cleavage and the addition of complex glycans, implying that gp160 conformational flexibility contributes to the efficiency of these processes. Selective pressure to maintain flexibility in the precursor of functional Env allows the uncleaved Env to sample asymmetric conformations that potentially skew host antibody responses toward pNAbs. IMPORTANCE The envelope glycoprotein (Env) trimers on the surface of human immunodeficiency virus (HIV-1) mediate the entry of the virus into host cells and serve as targets for neutralizing antibodies. The functional Env trimer is produced by cleavage of the gp160 precursor in the infected cell. We found that the HIV-1 Env precursor is highly plastic, allowing it to assume different asymmetric shapes. This conformational plasticity is potentially important for Env cleavage and proper modification by sugars. Having a flexible, asymmetric Env precursor that can misdirect host antibody responses without compromising virus infectivity would be an advantage for a persistent virus like HIV-1.


Asunto(s)
Proteína gp120 de Envoltorio del VIH/inmunología , Proteína gp41 de Envoltorio del VIH/química , VIH-1/química , Animales , Anticuerpos Neutralizantes/inmunología , Células CHO , Cricetulus , Microscopía por Crioelectrón/métodos , Infecciones por VIH/virología , VIH-1/inmunología , Humanos , Unión Proteica , Conformación Proteica , Multimerización de Proteína , Productos del Gen env del Virus de la Inmunodeficiencia Humana/inmunología
7.
Subcell Biochem ; 96: 1-151, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33252727

RESUMEN

The 26S proteasome is the most complex ATP-dependent protease machinery, of ~2.5 MDa mass, ubiquitously found in all eukaryotes. It selectively degrades ubiquitin-conjugated proteins and plays fundamentally indispensable roles in regulating almost all major aspects of cellular activities. To serve as the sole terminal "processor" for myriad ubiquitylation pathways, the proteasome evolved exceptional adaptability in dynamically organizing a large network of proteins, including ubiquitin receptors, shuttle factors, deubiquitinases, AAA-ATPase unfoldases, and ubiquitin ligases, to enable substrate selectivity and processing efficiency and to achieve regulation precision of a vast diversity of substrates. The inner working of the 26S proteasome is among the most sophisticated, enigmatic mechanisms of enzyme machinery in eukaryotic cells. Recent breakthroughs in three-dimensional atomic-level visualization of the 26S proteasome dynamics during polyubiquitylated substrate degradation elucidated an extensively detailed picture of its functional mechanisms, owing to progressive methodological advances associated with cryogenic electron microscopy (cryo-EM). Multiple sites of ubiquitin binding in the proteasome revealed a canonical mode of ubiquitin-dependent substrate engagement. The proteasome conformation in the act of substrate deubiquitylation provided insights into how the deubiquitylating activity of RPN11 is enhanced in the holoenzyme and is coupled to substrate translocation. Intriguingly, three principal modes of coordinated ATP hydrolysis in the heterohexameric AAA-ATPase motor  were discovered to regulate intermediate functional steps of the proteasome, including ubiquitin-substrate engagement, deubiquitylation, initiation of substrate translocation and processive substrate degradation. The atomic dissection of the innermost working of the 26S proteasome opens up a new era in our understanding of the ubiquitin-proteasome system and has far-reaching implications in health and disease.


Asunto(s)
Complejo de la Endopetidasa Proteasomal/química , Complejo de la Endopetidasa Proteasomal/metabolismo , Humanos , Conformación Proteica , Ubiquitina/metabolismo , Ubiquitinación
8.
Biomolecules ; 10(4)2020 04 18.
Artículo en Inglés | MEDLINE | ID: mdl-32325699

RESUMEN

Adenosine triphosphatases (ATPases) associated with a variety of cellular activities (AAA+), the hexameric ring-shaped motor complexes located in all ATP-driven proteolytic machines, are involved in many cellular processes. Powered by cycles of ATP binding and hydrolysis, conformational changes in AAA+ ATPases can generate mechanical work that unfolds a substrate protein inside the central axial channel of ATPase ring for degradation. Three-dimensional visualizations of several AAA+ ATPase complexes in the act of substrate processing for protein degradation have been resolved at the atomic level thanks to recent technical advances in cryogenic electron microscopy (cryo-EM). Here, we summarize the resulting advances in structural and biochemical studies of AAA+ proteases in the process of proteolysis reactions, with an emphasis on cryo-EM structural analyses of the 26S proteasome, Cdc48/p97 and FtsH-like mitochondrial proteases. These studies reveal three highly conserved patterns in the structure-function relationship of AAA+ ATPase hexamers that were observed in the human 26S proteasome, thus suggesting common dynamic models of mechanochemical coupling during force generation and substrate translocation.


Asunto(s)
ATPasas Asociadas con Actividades Celulares Diversas/química , ATPasas Asociadas con Actividades Celulares Diversas/metabolismo , Proteolisis , Adenosina Trifosfato/metabolismo , Humanos , Modelos Moleculares , Dominios Proteicos , Especificidad por Sustrato
9.
Nature ; 570(7761): 338-343, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-31189953

RESUMEN

The NLRP3 inflammasome can be activated by stimuli that include nigericin, uric acid crystals, amyloid-ß fibrils and extracellular ATP. The mitotic kinase NEK7 licenses the assembly and activation of the NLRP3 inflammasome in interphase. Here we report a cryo-electron microscopy structure of inactive human NLRP3 in complex with NEK7, at a resolution of 3.8 Å. The earring-shaped NLRP3 consists of curved leucine-rich-repeat and globular NACHT domains, and the C-terminal lobe of NEK7 nestles against both NLRP3 domains. Structural recognition between NLRP3 and NEK7 is confirmed by mutagenesis both in vitro and in cells. Modelling of an active NLRP3-NEK7 conformation based on the NLRC4 inflammasome predicts an additional contact between an NLRP3-bound NEK7 and a neighbouring NLRP3. Mutations to this interface abolish the ability of NEK7 or NLRP3 to rescue NLRP3 activation in NEK7-knockout or NLRP3-knockout cells. These data suggest that NEK7 bridges adjacent NLRP3 subunits with bipartite interactions to mediate the activation of the NLRP3 inflammasome.


Asunto(s)
Microscopía por Crioelectrón , Inflamasomas/metabolismo , Inflamasomas/ultraestructura , Quinasas Relacionadas con NIMA/metabolismo , Quinasas Relacionadas con NIMA/ultraestructura , Proteína con Dominio Pirina 3 de la Familia NLR/metabolismo , Proteína con Dominio Pirina 3 de la Familia NLR/ultraestructura , Unión Competitiva , Humanos , Inflamasomas/química , Inflamasomas/genética , Modelos Moleculares , Mutación , Quinasas Relacionadas con NIMA/química , Quinasas Relacionadas con NIMA/deficiencia , Proteína con Dominio Pirina 3 de la Familia NLR/química , Proteína con Dominio Pirina 3 de la Familia NLR/deficiencia , Unión Proteica , Dominios Proteicos , Multimerización de Proteína , Estructura Cuaternaria de Proteína
10.
Chembiochem ; 20(19): 2422-2431, 2019 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-30963675

RESUMEN

Since first being reported in 2006, the DNA origami approach has attracted increasing attention due to programmable shapes, structural stability, biocompatibility, and fantastic addressability. Herein, we provide an account of recent developments of DNA origami as scaffolds for templating the selfassembly of distinct biocomponents, essentially proteins and lipids, into a diverse spectrum of integrated supramolecular architectures. First, the historical development of the DNA origami concept is briefly reviewed. Next, various applications of DNA origami constructs in controllable directed assembly of soluble proteins are discussed. The manipulation and self-assembly of lipid membranes and membrane proteins by using DNA origami as scaffolds are also addressed. Furthermore, recent progress in applying DNA origami in cryoelectron microscopy analysis is discussed. These advances collectively emphasize that the DNA origami approach is a highly versatile, fast evolving tool that may be integrated with lipids and proteins in a way that meets future challenges in molecular biology and nanomedicine.


Asunto(s)
ADN/química , Lípidos/química , Nanoestructuras/química , Proteínas/química , Animales , Humanos
11.
BMC Bioinformatics ; 20(1): 169, 2019 Apr 03.
Artículo en Inglés | MEDLINE | ID: mdl-30943890

RESUMEN

BACKGROUND: The detection of weak signals and selection of single particles from low-contrast micrographs of frozen hydrated biomolecules by cryo-electron microscopy (cryo-EM) represents a major practical bottleneck in cryo-EM data analysis. Template-based particle picking by an objective function using fast local correlation (FLC) allows computational extraction of a large number of candidate particles from micrographs. Another independent objective function based on maximum likelihood estimates (MLE) can be used to align the images and verify the presence of a signal in the selected particles. Despite the widespread applications of the two objective functions, an optimal combination of their utilities has not been exploited. Here we propose a bi-objective function (BOF) approach that combines both FLC and MLE and explore the potential advantages and limitations of BOF in signal detection from cryo-EM data. RESULTS: The robustness of the BOF strategy in particle selection and verification was systematically examined with both simulated and experimental cryo-EM data. We investigated how the performance of the BOF approach is quantitatively affected by the signal-to-noise ratio (SNR) of cryo-EM data and by the choice of initialization for FLC and MLE. We quantitatively pinpointed the critical SNR (~ 0.005), at which the BOF approach starts losing its ability to select and verify particles reliably. We found that the use of a Gaussian model to initialize the MLE suppresses the adverse effects of reference dependency in the FLC function used for template-matching. CONCLUSION: The BOF approach, which combines two distinct objective functions, provides a sensitive way to verify particles for downstream cryo-EM structure analysis. Importantly, reference dependency of the FLC does not necessarily transfer to the MLE, enabling the robust detection of weak signals. Our insights into the numerical behavior of the BOF approach can be used to improve automation efficiency in the cryo-EM data processing pipeline for high-resolution structural determination.


Asunto(s)
Microscopía por Crioelectrón/métodos , Procesamiento de Imagen Asistido por Computador , Funciones de Verosimilitud , Relación Señal-Ruido
12.
Nature ; 565(7737): 49-55, 2019 01.
Artículo en Inglés | MEDLINE | ID: mdl-30479383

RESUMEN

The proteasome is an ATP-dependent, 2.5-megadalton molecular machine that is responsible for selective protein degradation in eukaryotic cells. Here we present cryo-electron microscopy structures of the substrate-engaged human proteasome in seven conformational states at 2.8-3.6 Å resolution, captured during breakdown of a polyubiquitylated protein. These structures illuminate a spatiotemporal continuum of dynamic substrate-proteasome interactions from ubiquitin recognition to substrate translocation, during which ATP hydrolysis sequentially navigates through all six ATPases. There are three principal modes of coordinated hydrolysis, featuring hydrolytic events in two oppositely positioned ATPases, in two adjacent ATPases and in one ATPase at a time. These hydrolytic modes regulate deubiquitylation, initiation of translocation and processive unfolding of substrates, respectively. Hydrolysis of ATP powers a hinge-like motion in each ATPase that regulates its substrate interaction. Synchronization of ATP binding, ADP release and ATP hydrolysis in three adjacent ATPases drives rigid-body rotations of substrate-bound ATPases that are propagated unidirectionally in the ATPase ring and unfold the substrate.


Asunto(s)
Microscopía por Crioelectrón , Complejo de la Endopetidasa Proteasomal/metabolismo , Complejo de la Endopetidasa Proteasomal/ultraestructura , Adenosina Trifosfatasas/metabolismo , Adenosina Trifosfato/metabolismo , Regulación Alostérica , Holoenzimas/química , Holoenzimas/metabolismo , Holoenzimas/ultraestructura , Humanos , Hidrólisis , Modelos Moleculares , Complejo de la Endopetidasa Proteasomal/química , Conformación Proteica , Estructura Cuaternaria de Proteína , Desplegamiento Proteico , Especificidad por Sustrato , Ubiquitinación
13.
Nat Commun ; 9(1): 1360, 2018 04 10.
Artículo en Inglés | MEDLINE | ID: mdl-29636472

RESUMEN

The proteasome is a sophisticated ATP-dependent molecular machine responsible for protein degradation in all known eukaryotic cells. It remains elusive how conformational changes of the AAA-ATPase unfoldase in the regulatory particle (RP) control the gating of the substrate-translocation channel leading to the proteolytic chamber of the core particle (CP). Here we report three alternative states of the ATP-γ-S-bound human proteasome, in which the CP gates are asymmetrically open, visualized by cryo-EM at near-atomic resolutions. At least four nucleotides are bound to the AAA-ATPase ring in these open-gate states. Variation in nucleotide binding gives rise to an axial movement of the pore loops narrowing the substrate-translation channel, which exhibit remarkable structural transitions between the spiral-staircase and saddle-shaped-circle topologies. Gate opening in the CP is thus regulated by nucleotide-driven conformational changes of the AAA-ATPase unfoldase. These findings demonstrate an elegant mechanism of allosteric coordination among sub-machines within the human proteasome holoenzyme.


Asunto(s)
ATPasas Asociadas con Actividades Celulares Diversas/química , Adenosina Trifosfato/análogos & derivados , Nucleótidos/química , Complejo de la Endopetidasa Proteasomal/química , Complejo de la Endopetidasa Proteasomal/metabolismo , ATPasas Asociadas con Actividades Celulares Diversas/genética , ATPasas Asociadas con Actividades Celulares Diversas/metabolismo , Adenosina Trifosfatasas/química , Adenosina Trifosfatasas/genética , Adenosina Trifosfatasas/metabolismo , Adenosina Trifosfato/química , Adenosina Trifosfato/metabolismo , Regulación Alostérica , Secuencia de Aminoácidos , Proteínas de Arabidopsis/química , Proteínas de Arabidopsis/genética , Proteínas de Arabidopsis/metabolismo , Sitios de Unión , Microscopía por Crioelectrón , Holoenzimas/química , Holoenzimas/genética , Holoenzimas/metabolismo , Humanos , Cinética , Modelos Moleculares , Nucleótidos/metabolismo , Complejo de la Endopetidasa Proteasomal/genética , Unión Proteica , Conformación Proteica en Hélice alfa , Conformación Proteica en Lámina beta , Dominios y Motivos de Interacción de Proteínas , Proteolisis , Proteínas de Saccharomyces cerevisiae/química , Proteínas de Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/metabolismo , Alineación de Secuencia , Homología de Secuencia de Aminoácido
14.
Angew Chem Int Ed Engl ; 57(8): 2072-2076, 2018 02 19.
Artículo en Inglés | MEDLINE | ID: mdl-29266648

RESUMEN

Building upon DNA origami technology, we introduce a method to reconstitute a single membrane protein into a self-assembled DNA nanobarrel that scaffolds a nanodisc-like lipid environment. Compared with the membrane-scaffolding-protein nanodisc technique, our approach gives rise to defined stoichiometry, controlled sizes, as well as enhanced stability and homogeneity in membrane protein reconstitution. We further demonstrate potential applications of the DNA nanobarrels in the structural analysis of membrane proteins.


Asunto(s)
ADN/química , Lípidos/química , Proteínas de la Membrana/química , Nanoestructuras/química , Microscopía por Crioelectrón , Glucósidos/química , Proteínas Hemolisinas/química , Proteínas Hemolisinas/metabolismo , Proteínas de la Membrana/metabolismo , Microscopía Electrónica de Transmisión
15.
PLoS One ; 12(8): e0182130, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28786986

RESUMEN

Structural heterogeneity in single-particle cryo-electron microscopy (cryo-EM) data represents a major challenge for high-resolution structure determination. Unsupervised classification may serve as the first step in the assessment of structural heterogeneity. However, traditional algorithms for unsupervised classification, such as K-means clustering and maximum likelihood optimization, may classify images into wrong classes with decreasing signal-to-noise-ratio (SNR) in the image data, yet demand increased computational costs. Overcoming these limitations requires further development of clustering algorithms for high-performance cryo-EM data processing. Here we introduce an unsupervised single-particle clustering algorithm derived from a statistical manifold learning framework called generative topographic mapping (GTM). We show that unsupervised GTM clustering improves classification accuracy by about 40% in the absence of input references for data with lower SNRs. Applications to several experimental datasets suggest that our algorithm can detect subtle structural differences among classes via a hierarchical clustering strategy. After code optimization over a high-performance computing (HPC) environment, our software implementation was able to generate thousands of reference-free class averages within hours in a massively parallel fashion, which allows a significant improvement on ab initio 3D reconstruction and assists in the computational purification of homogeneous datasets for high-resolution visualization.


Asunto(s)
Microscopía por Crioelectrón , Procesamiento de Imagen Asistido por Computador/métodos , Aprendizaje Automático no Supervisado , Análisis por Conglomerados , Simulación por Computador , Microscopía por Crioelectrón/métodos , Escherichia coli , Imagenología Tridimensional/métodos , Inflamasomas/ultraestructura , Análisis Multivariante , Análisis de Componente Principal , Complejo de la Endopetidasa Proteasomal/ultraestructura , Subunidades Ribosómicas Grandes Bacterianas/ultraestructura
16.
BMC Bioinformatics ; 18(1): 348, 2017 Jul 21.
Artículo en Inglés | MEDLINE | ID: mdl-28732461

RESUMEN

BACKGROUND: Single-particle cryo-electron microscopy (cryo-EM) has become a mainstream tool for the structural determination of biological macromolecular complexes. However, high-resolution cryo-EM reconstruction often requires hundreds of thousands of single-particle images. Particle extraction from experimental micrographs thus can be laborious and presents a major practical bottleneck in cryo-EM structural determination. Existing computational methods for particle picking often use low-resolution templates for particle matching, making them susceptible to reference-dependent bias. It is critical to develop a highly efficient template-free method for the automatic recognition of particle images from cryo-EM micrographs. RESULTS: We developed a deep learning-based algorithmic framework, DeepEM, for single-particle recognition from noisy cryo-EM micrographs, enabling automated particle picking, selection and verification in an integrated fashion. The kernel of DeepEM is built upon a convolutional neural network (CNN) composed of eight layers, which can be recursively trained to be highly "knowledgeable". Our approach exhibits an improved performance and accuracy when tested on the standard KLH dataset. Application of DeepEM to several challenging experimental cryo-EM datasets demonstrated its ability to avoid the selection of un-wanted particles and non-particles even when true particles contain fewer features. CONCLUSIONS: The DeepEM methodology, derived from a deep CNN, allows automated particle extraction from raw cryo-EM micrographs in the absence of a template. It demonstrates an improved performance, objectivity and accuracy. Application of this novel method is expected to free the labor involved in single-particle verification, significantly improving the efficiency of cryo-EM data processing.


Asunto(s)
Microscopía por Crioelectrón/métodos , Redes Neurales de la Computación , Algoritmos , Hemocianinas/química , Sustancias Macromoleculares/química , Relación Señal-Ruido
17.
Mol Cell ; 67(2): 322-333.e6, 2017 Jul 20.
Artículo en Inglés | MEDLINE | ID: mdl-28689658

RESUMEN

The proteasome holoenzyme is activated by its regulatory particle (RP) consisting of two subcomplexes, the lid and the base. A key event in base assembly is the formation of a heterohexameric ring of AAA-ATPases, which is guided by at least four RP assembly chaperones in mammals: PAAF1, p28/gankyrin, p27/PSMD9, and S5b. Using cryogenic electron microscopy, we analyzed the non-AAA structure of the p28-bound human RP at 4.5 Å resolution and determined seven distinct conformations of the Rpn1-p28-AAA subcomplex within the p28-bound RP at subnanometer resolutions. Remarkably, the p28-bound AAA ring does not form a channel in the free RP and spontaneously samples multiple "open" and "closed" topologies at the Rpt2-Rpt6 and Rpt3-Rpt4 interfaces. Our analysis suggests that p28 assists the proteolytic core particle to select a specific conformation of the ATPase ring for RP engagement and is released in a shoehorn-like fashion in the last step of the chaperone-mediated proteasome assembly.


Asunto(s)
Chaperonas Moleculares/metabolismo , Complejo de la Endopetidasa Proteasomal/metabolismo , Proteínas Proto-Oncogénicas/metabolismo , ATPasas Asociadas con Actividades Celulares Diversas , Proteínas Adaptadoras Transductoras de Señales/metabolismo , Microscopía por Crioelectrón , Células HEK293 , Humanos , Proteínas con Dominio LIM/metabolismo , Proteínas con Dominio LIM/ultraestructura , Modelos Moleculares , Chaperonas Moleculares/ultraestructura , Complejo de la Endopetidasa Proteasomal/ultraestructura , Unión Proteica , Estructura Cuaternaria de Proteína , Subunidades de Proteína , Proteínas Proto-Oncogénicas/ultraestructura , Relación Estructura-Actividad , Factores de Transcripción/metabolismo , Factores de Transcripción/ultraestructura , Transfección
18.
Proc Natl Acad Sci U S A ; 114(28): 7367-7372, 2017 07 11.
Artículo en Inglés | MEDLINE | ID: mdl-28652322

RESUMEN

DNA-dependent protein kinase (DNA-PK) is a large protein complex central to the nonhomologous end joining (NHEJ) DNA-repair pathway. It comprises the DNA-PK catalytic subunit (DNA-PKcs) and the heterodimer of DNA-binding proteins Ku70 and Ku80. Here, we report the cryo-electron microscopy (cryo-EM) structures of human DNA-PKcs at 4.4-Å resolution and the DNA-PK holoenzyme at 5.8-Å resolution. The DNA-PKcs structure contains three distinct segments: the N-terminal region with an arm and a bridge, the circular cradle, and the head that includes the kinase domain. Two perpendicular apertures exist in the structure, which are sufficiently large for the passage of dsDNA. The DNA-PK holoenzyme cryo-EM map reveals density for the C-terminal globular domain of Ku80 that interacts with the arm of DNA-PKcs. The Ku80-binding site is adjacent to the previously identified density for the DNA-binding region of the Ku70/Ku80 complex, suggesting concerted DNA interaction by DNA-PKcs and the Ku complex.


Asunto(s)
Microscopía por Crioelectrón , Proteína Quinasa Activada por ADN/química , Proteínas Nucleares/química , Catálisis , Dominio Catalítico , Cristalografía por Rayos X , Roturas del ADN de Doble Cadena , Reparación del ADN , Proteína Quinasa Activada por ADN/genética , Células HeLa , Humanos , Autoantígeno Ku/química , Proteínas Nucleares/genética , Unión Proteica
19.
Virol J ; 14(1): 33, 2017 02 16.
Artículo en Inglés | MEDLINE | ID: mdl-28209172

RESUMEN

BACKGROUND: The human immunodeficiency virus (HIV-1) envelope glycoprotein (Env), a Type 1 transmembrane protein, assembles into a trimeric spike complex that mediates virus entry into host cells. The high potential energy of the metastable, unliganded Env trimer is maintained by multiple non-covalent contacts among the gp120 exterior and gp41 transmembrane Env subunits. Structural studies suggest that the gp41 transmembrane region forms a left-handed coiled coil that contributes to the Env trimer interprotomer contacts. Here we evaluate the contribution of the gp41 transmembrane region to the folding and stability of Env trimers. METHODS: Multiple polar/charged amino acid residues, which hypothetically disrupt the stop-transfer signal, were introduced in the proposed lipid-interactive face of the transmembrane coiled coil, allowing release of soluble cleavage-negative Envs containing the modified transmembrane region (TMmod). We also examined effects of cleavage, the cytoplasmic tail and a C-terminal fibritin trimerization (FT) motif on oligomerization, antigenicity and functionality of soluble and membrane-bound Envs. RESULTS: The introduction of polar/charged amino acids into the transmembrane region resulted in the secretion of soluble Envs from the cell. However, these TMmod Envs primarily formed dimers. By contrast, control cleavage-negative sgp140 Envs lacking the transmembrane region formed soluble trimers, dimers and monomers. TMmod and sgp140 trimers were stabilized by the addition of a C-terminal FT sequence, but still exhibited carbohydrate and antigenic signatures of a flexible ectodomain structure. On the other hand, detergent-solubilized cleaved and uncleaved Envs isolated from the membranes of expressing cells exhibited "tighter" ectodomain structures, based on carbohydrate modifications. These trimers were found to be unstable in detergent solutions, but could be stabilized by the addition of a C-terminal FT moiety. The C-terminal FT domain decreased Env cleavage and syncytium-forming ability by approximately three-fold; alteration of the FT trimerization interface restored Env cleavage and syncytium formation to near-wild-type levels. CONCLUSION: The modified transmembrane region was not conducive to trimerization of soluble Envs. However, for HIV-1 Env ectodomains that are minimally modified, membrane-anchored Envs exhibit the most native structures and can be stabilized by appropriately positioned FT domains.


Asunto(s)
Proteína gp120 de Envoltorio del VIH/metabolismo , Proteína gp41 de Envoltorio del VIH/metabolismo , Pliegue de Proteína , Multimerización de Proteína , Sustitución de Aminoácidos , Proteína gp120 de Envoltorio del VIH/química , Proteína gp120 de Envoltorio del VIH/genética , Proteína gp41 de Envoltorio del VIH/química , Proteína gp41 de Envoltorio del VIH/genética , Humanos , Proteínas Mutantes/química , Proteínas Mutantes/genética , Proteínas Mutantes/metabolismo , Conformación Proteica
20.
J Virol ; 91(5)2017 03 01.
Artículo en Inglés | MEDLINE | ID: mdl-28003492

RESUMEN

Interactions between the gp120 and gp41 subunits of the human immunodeficiency virus type 1 (HIV-1) envelope glycoprotein (Env) trimer maintain the metastable unliganded form of the viral spike. Binding of gp120 to the receptor, CD4, changes the Env conformation to promote gp120 interaction with the second receptor, CCR5 or CXCR4. CD4 binding also induces the transformation of Env into the prehairpin intermediate, in which the gp41 heptad repeat 1 (HR1) coiled coil is assembled at the trimer axis. In nature, HIV-1 Envs must balance the requirements to maintain the noncovalent association of gp120 with gp41 and to evade the host antibody response with the need to respond to CD4 binding. Here we show that the gp41 HR1 region contributes to gp120 association with the unliganded Env trimer. Changes in particular amino acid residues in the gp41 HR1 region decreased the efficiency with which Env moved from the unliganded state. Thus, these gp41 changes decreased the sensitivity of HIV-1 to cold inactivation and ligands that require Env conformational changes to bind efficiently. Conversely, these gp41 changes increased HIV-1 sensitivity to small-molecule entry inhibitors that block Env conformational changes induced by CD4. Changes in particular gp41 HR1 amino acid residues can apparently affect the relative stability of the unliganded state and CD4-induced conformations. Thus, the gp41 HR1 region contributes to the association with gp120 and regulates Env transitions from the unliganded state to downstream conformations.IMPORTANCE The development of an efficient vaccine able to prevent HIV infection is a worldwide priority. Knowledge of the envelope glycoprotein structure and the conformational changes that occur after receptor engagement will help researchers to develop an immunogen able to elicit antibodies that block HIV-1 transmission. Here we identify residues in the HIV-1 transmembrane envelope glycoprotein that stabilize the unliganded state by modulating the transitions from the unliganded state to the CD4-bound state.


Asunto(s)
Proteína gp120 de Envoltorio del VIH/química , Proteína gp41 de Envoltorio del VIH/química , VIH-1/efectos de los fármacos , Secuencias de Aminoácidos , Animales , Fármacos Anti-VIH/química , Fármacos Anti-VIH/farmacología , Perros , Células HEK293 , VIH-1/fisiología , Humanos , Piperazinas/química , Piperazinas/farmacología
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