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1.
Sci Adv ; 9(22): eadf1378, 2023 06 02.
Artigo em Inglês | MEDLINE | ID: mdl-37267369

RESUMO

Allosteric modulators bear great potential to fine-tune neurotransmitter action. Promising targets are metabotropic glutamate (mGlu) receptors, which are associated with numerous brain diseases. Orthosteric and allosteric ligands act in synergy to control the activity of these multidomain dimeric GPCRs. Here, we analyzed the effect of such molecules on the concerted conformational changes of full-length mGlu2 at the single-molecule level. We first established FRET sensors through genetic code expansion combined with click chemistry to monitor conformational changes on live cells. We then used single-molecule FRET and show that orthosteric agonist binding leads to the stabilization of most of the glutamate binding domains in their closed state, while the reorientation of the dimer into the active state remains partial. Allosteric modulators, interacting with the transmembrane domain, are required to stabilize the fully reoriented active dimer. These results illustrate how concerted conformational changes within multidomain proteins control their activity, and how these are modulated by allosteric ligands.


Assuntos
Receptores de Glutamato Metabotrópico , Regulação Alostérica , Ligantes , Receptores de Glutamato Metabotrópico/genética , Receptores de Glutamato Metabotrópico/agonistas , Receptores de Glutamato Metabotrópico/metabolismo , Glutamatos
2.
Nat Methods ; 20(4): 523-535, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36973549

RESUMO

Single-molecule Förster-resonance energy transfer (smFRET) experiments allow the study of biomolecular structure and dynamics in vitro and in vivo. We performed an international blind study involving 19 laboratories to assess the uncertainty of FRET experiments for proteins with respect to the measured FRET efficiency histograms, determination of distances, and the detection and quantification of structural dynamics. Using two protein systems with distinct conformational changes and dynamics, we obtained an uncertainty of the FRET efficiency ≤0.06, corresponding to an interdye distance precision of ≤2 Å and accuracy of ≤5 Å. We further discuss the limits for detecting fluctuations in this distance range and how to identify dye perturbations. Our work demonstrates the ability of smFRET experiments to simultaneously measure distances and avoid the averaging of conformational dynamics for realistic protein systems, highlighting its importance in the expanding toolbox of integrative structural biology.


Assuntos
Transferência Ressonante de Energia de Fluorescência , Proteínas , Transferência Ressonante de Energia de Fluorescência/métodos , Reprodutibilidade dos Testes , Proteínas/química , Conformação Molecular , Laboratórios
3.
Nucleic Acids Res ; 51(6): 2800-2817, 2023 04 11.
Artigo em Inglês | MEDLINE | ID: mdl-36806960

RESUMO

RecA-mediated homologous recombination (HR) is a key mechanism for genome maintenance and plasticity in bacteria. It proceeds through RecA assembly into a dynamic filament on ssDNA, the presynaptic filament, which mediates DNA homology search and ordered DNA strand exchange. Here, we combined structural, single molecule and biochemical approaches to characterize the ATP-dependent assembly mechanism of the presynaptic filament of RecA from Streptococcus pneumoniae (SpRecA), in comparison to the Escherichia coli RecA (EcRecA) paradigm. EcRecA polymerization on ssDNA is assisted by the Single-Stranded DNA Binding (SSB) protein, which unwinds ssDNA secondary structures that block EcRecA nucleofilament growth. We report by direct microscopic analysis of SpRecA filamentation on ssDNA that neither of the two paralogous pneumococcal SSBs could assist the extension of SpRecA nucleopolymers. Instead, we found that the conserved RadA helicase promotes SpRecA nucleofilamentation in an ATP-dependent manner. This allowed us to solve the atomic structure of such a long native SpRecA nucleopolymer by cryoEM stabilized with ATPγS. It was found to be equivalent to the crystal structure of the EcRecA filament with a marked difference in how RecA mediates nucleotide orientation in the stretched ssDNA. Then, our results show that SpRecA and EcRecA HR activities are different, in correlation with their distinct ATP-dependent ssDNA binding modes.


Assuntos
Recombinases Rec A , Streptococcus pneumoniae , Trifosfato de Adenosina/metabolismo , DNA/metabolismo , DNA de Cadeia Simples/genética , DNA de Cadeia Simples/metabolismo , Escherichia coli/genética , Escherichia coli/metabolismo , Recombinases Rec A/metabolismo , Recombinases Rec A/ultraestrutura , Streptococcus pneumoniae/genética , Streptococcus pneumoniae/metabolismo , Microscopia Crioeletrônica
4.
Biophys Rep (N Y) ; 2(3): 100068, 2022 Sep 14.
Artigo em Inglês | MEDLINE | ID: mdl-36425325

RESUMO

Real-time visualization and quantification of viruses released by a cell are crucial to further decipher infection processes. Kinetics studies at the single-cell level will circumvent the limitations of bulk assays with asynchronous virus replication. We have implemented a "viro-fluidic" method, which combines microfluidics and virology at single-cell and single-virus resolutions. As an experimental model, we used standard cell lines producing fluorescent HIV-like particles (VLPs). First, to scale the strategy to the single-cell level, we validated a sensitive flow virometry system to detect VLPs in low concentration samples (≥104 VLPs/mL). Then, this system was coupled to a single-cell trapping device to monitor in real-time the VLPs released, one at a time, from single cells under cell culture conditions. Our results revealed an average production rate of 50 VLPs/h/cell similar to the rate estimated for the same cells grown in population. Thus, the virus-producing capacities of the trapped cells were preserved and its real-time monitoring was accurate. Moreover, single-cell analysis revealed a release of VLPs with stochastic bursts with typical time intervals of few minutes, revealing the existence of limiting step(s) in the virus biogenesis process. Our tools can be applied to other pathogens or to extracellular vesicles to elucidate the dissemination mechanisms of these biological nanoparticles.

5.
Commun Biol ; 5(1): 120, 2022 02 09.
Artigo em Inglês | MEDLINE | ID: mdl-35140348

RESUMO

The bacterial Rho factor is a ring-shaped motor triggering genome-wide transcription termination and R-loop dissociation. Rho is essential in many species, including in Mycobacterium tuberculosis where rho gene inactivation leads to rapid death. Yet, the M. tuberculosis Rho [MtbRho] factor displays poor NTPase and helicase activities, and resistance to the natural Rho inhibitor bicyclomycin [BCM] that remain unexplained. To address these issues, we solved the cryo-EM structure of MtbRho at 3.3 Šresolution. The MtbRho hexamer is poised into a pre-catalytic, open-ring state wherein specific contacts stabilize ATP in intersubunit ATPase pockets, thereby explaining the cofactor preference of MtbRho. We reveal a leucine-to-methionine substitution that creates a steric bulk in BCM binding cavities near the positions of ATP γ-phosphates, and confers resistance to BCM at the expense of motor efficiency. Our work contributes to explain the unusual features of MtbRho and provides a framework for future antibiotic development.


Assuntos
Mycobacterium tuberculosis , Compostos Bicíclicos Heterocíclicos com Pontes , Microscopia Crioeletrônica , Mycobacterium tuberculosis/genética , Mycobacterium tuberculosis/metabolismo , Fator Rho/química , Fator Rho/genética , Fator Rho/metabolismo , Fatores de Transcrição/metabolismo
6.
Nat Commun ; 12(1): 5426, 2021 09 14.
Artigo em Inglês | MEDLINE | ID: mdl-34521824

RESUMO

Much hope in drug development comes from the discovery of positive allosteric modulators (PAM) that display target subtype selectivity and act by increasing agonist potency and efficacy. How such compounds can allosterically influence agonist action remains unclear. Metabotropic glutamate receptors (mGlu) are G protein-coupled receptors that represent promising targets for brain diseases, and for which PAMs acting in the transmembrane domain have been developed. Here, we explore the effect of a PAM on the structural dynamics of mGlu2 in optimized detergent micelles using single molecule FRET at submillisecond timescales. We show that glutamate only partially stabilizes the extracellular domains in the active state. Full activation is only observed in the presence of a PAM or the Gi protein. Our results provide important insights on the role of allosteric modulators in mGlu activation, by stabilizing the active state of a receptor that is otherwise rapidly oscillating between active and inactive states.


Assuntos
Ácido Glutâmico/farmacologia , Receptores de Glutamato Metabotrópico/agonistas , Receptores de Glutamato Metabotrópico/química , Regulação Alostérica/efeitos dos fármacos , Sítio Alostérico , Aminoácidos/química , Aminoácidos/farmacologia , Compostos de Bifenilo/química , Compostos de Bifenilo/farmacologia , Compostos Bicíclicos com Pontes/química , Compostos Bicíclicos com Pontes/farmacologia , Compostos Bicíclicos Heterocíclicos com Pontes/química , Compostos Bicíclicos Heterocíclicos com Pontes/farmacologia , Domínio Catalítico , Membrana Celular/efeitos dos fármacos , Membrana Celular/metabolismo , Ésteres do Colesterol/química , Ésteres do Colesterol/farmacologia , Diosgenina/análogos & derivados , Diosgenina/química , Diosgenina/farmacologia , Dissacarídeos/química , Dissacarídeos/farmacologia , Transferência Ressonante de Energia de Fluorescência , Expressão Gênica , Glucosídeos/química , Glucosídeos/farmacologia , Glicolipídeos/química , Glicolipídeos/farmacologia , Células HEK293 , Humanos , Indanos/química , Indanos/farmacologia , Micelas , Octoxinol/química , Octoxinol/farmacologia , Ligação Proteica , Conformação Proteica , Multimerização Proteica , Receptores de Glutamato Metabotrópico/genética , Receptores de Glutamato Metabotrópico/metabolismo , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Imagem Individual de Molécula , Xantenos/química , Xantenos/farmacologia
7.
Elife ; 102021 03 29.
Artigo em Inglês | MEDLINE | ID: mdl-33779550

RESUMO

Single-molecule FRET (smFRET) has become a mainstream technique for studying biomolecular structural dynamics. The rapid and wide adoption of smFRET experiments by an ever-increasing number of groups has generated significant progress in sample preparation, measurement procedures, data analysis, algorithms and documentation. Several labs that employ smFRET approaches have joined forces to inform the smFRET community about streamlining how to perform experiments and analyze results for obtaining quantitative information on biomolecular structure and dynamics. The recent efforts include blind tests to assess the accuracy and the precision of smFRET experiments among different labs using various procedures. These multi-lab studies have led to the development of smFRET procedures and documentation, which are important when submitting entries into the archiving system for integrative structure models, PDB-Dev. This position paper describes the current 'state of the art' from different perspectives, points to unresolved methodological issues for quantitative structural studies, provides a set of 'soft recommendations' about which an emerging consensus exists, and lists openly available resources for newcomers and seasoned practitioners. To make further progress, we strongly encourage 'open science' practices.


Assuntos
Transferência Ressonante de Energia de Fluorescência/métodos , Biologia Molecular/métodos , Imagem Individual de Molécula/métodos , Biologia Molecular/instrumentação , Imagem Individual de Molécula/instrumentação
9.
Sci Rep ; 10(1): 18385, 2020 Oct 22.
Artigo em Inglês | MEDLINE | ID: mdl-33093590

RESUMO

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

10.
Sci Rep ; 10(1): 7098, 2020 04 27.
Artigo em Inglês | MEDLINE | ID: mdl-32341407

RESUMO

Microscopies have become pillars of our characterization tools to observe biological systems and assemblies. Correlative and synchronous use of different microscopies relies on the fundamental assumption of non-interference during images acquisitions. In this work, by exploring the correlative use of Atomic Force Microscopy and confocal-Fluorescence-Lifetime Imaging Microscopy (AFM-FLIM), we quantify cross-talk effects occurring during synchronous acquisition. We characterize and minimize optomechanical forces on different AFM cantilevers interfering with normal AFM operation as well as spurious luminescence from the tip and cantilever affecting time-resolved fluorescence detection. By defining non-interfering experimental imaging parameters, we show accurate real-time acquisition and two-dimensional mapping of interaction force, fluorescence lifetime and intensity characterizing morphology (AFM) and local viscosity (FLIM) of gel and fluid phases separation of supported lipid model membranes. Finally, as proof of principle by means of synchronous force and fluorescence spectroscopies, we precisely tune the lifetime of a fluorescent nanodiamond positioned on the AFM tip by controlling its distance from a metallic surface. This opens up a novel pathway of quench sensing to image soft biological samples such as membranes since it does not require tip-sample mechanical contact in contrast with conventional AFM in liquid.

11.
Mol Cell Endocrinol ; 493: 110469, 2019 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-31163201

RESUMO

Over the last decades, G protein coupled receptors (GPCRs) have experienced a tremendous amount of attention, which has led to a boost of structural and pharmacological insights on this large membrane protein superfamily involved in various essential physiological functions. Recently, evidence has emerged that, rather than being activated by ligands in an on/off manner switching from an inactive to an active state, GPCRs exhibit high structural flexibility in the absence and even in the presence of ligands. So far the physiological as well as pharmacological impact of this structural flexibility remains largely unexplored albeit its potential role in precisely fine-tuning receptor function and regulating the specificity of signal transduction into the cell. By complementing other biophysical approaches, single molecule fluorescence (SMF) offers the advantage of monitoring structural dynamics in biomolecules in real-time, with minimal structural invasiveness and in the context of complex biological environments. In this review a general introduction to GPCR structural dynamics is given followed by a presentation of SMF methods used to explore them. Particular attention is paid to single molecule Förster resonance energy transfer (smFRET), a key method to measure actual distance changes between two probes, and highlight conformational changes occurring at timescales relevant for protein conformational movements. The available literature reporting on GPCR structural dynamics by SMF is discussed with a focus on the newly gained biological insights on receptor activation and signaling, in particular for the ß2 adrenergic and the metabotropic glutamate receptors.


Assuntos
Receptores Acoplados a Proteínas G/química , Receptores Acoplados a Proteínas G/metabolismo , Bibliotecas de Moléculas Pequenas/farmacologia , Transferência Ressonante de Energia de Fluorescência , Humanos , Ligantes , Modelos Moleculares , Conformação Proteica , Imagem Individual de Molécula , Bibliotecas de Moléculas Pequenas/química
12.
Biochemistry ; 58(7): 865-874, 2019 02 19.
Artigo em Inglês | MEDLINE | ID: mdl-30624903

RESUMO

Transcription termination mediated by the ring-shaped, ATP-dependent Rho motor is a multipurpose regulatory mechanism specific to bacteria and constitutes an interesting target for the development of new antibiotics. Although Rho-dependent termination can punctuate gene expression or contribute to the protection of the genome at hundreds of sites within a given bacterium, its exact perimeter and site- or species-specific features remain insufficiently characterized. New advanced approaches are required to explore thoroughly the diversity of Rho-dependent terminators and the complexity of associated mechanisms. Current in vitro analyses of Rho-dependent termination rely on radiolabeling, gel electrophoresis, and phosphorimaging of transcription reaction products and are thus hazardous, inconvenient, and low-throughput. To address these limitations, we have developed the first in vitro assay using a fluorescence detection modality to study Rho-dependent transcription termination. This powerful experimental tool accurately estimates terminator strengths in a matter of minutes and is optimized for a microplate reader format allowing multiplexed characterization of putative terminator sequences and mechanisms or high-throughput screening of new drugs targeting Rho-dependent termination.


Assuntos
Bioquímica/métodos , Corantes Fluorescentes , Fator Rho/genética , Terminação da Transcrição Genética , Sondas Moleculares/genética , Fator Rho/metabolismo , Espectrometria de Fluorescência , p-Dimetilaminoazobenzeno/análogos & derivados
13.
Chembiochem ; 20(5): 659-666, 2019 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-30427570

RESUMO

Conjugation of fluorescent dyes to proteins-a prerequisite for the study of conformational dynamics by single-molecule (sm) FRET-can lead to substantial changes in a dye's photophysical properties, ultimately biasing the determination of inter-dye distances. In particular, cyanine dyes and their derivatives, the most commonly used dyes in smFRET experiments, exhibit such behavior. To overcome this, we developed a general strategy to equip proteins site-specifically with FRET pairs through chemoselective reactions with two distinct noncanonical amino acids simultaneously incorporated through genetic code expansion in Escherichia coli. Application of this technique to human NADPH-cytochrome P450 reductase (CPR) demonstrated the importance of homogenously labeled samples for accurate determination of FRET efficiencies and unveiled the effect of NADP+ on the ionic-strength-dependent modulation of the conformational equilibrium of CPR. Thanks to its generality and accuracy, the presented methodology establishes a new benchmark for deciphering of complex molecular dynamics in single molecules.


Assuntos
Transferência Ressonante de Energia de Fluorescência/métodos , NADPH-Ferri-Hemoproteína Redutase/química , Imagem Individual de Molécula/métodos , Carbocianinas/química , Clonagem Molecular , Escherichia coli/genética , Corantes Fluorescentes/química , Humanos , Lisina/análogos & derivados , Lisina/química , Microscopia Confocal/métodos , Conformação Molecular , Fenilalanina/análogos & derivados , Fenilalanina/química
14.
Neuropharmacology ; 140: 275-286, 2018 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-30102917

RESUMO

Due to the essential roles of glutamate, detection and response to a large range of extracellular concentrations of this excitatory amino acid are necessary for the fine-tuning of brain functions. Metabotropic glutamate receptors (mGluRs) are implicated in shaping the activity of many synapses in the central nervous system. Among the eight mGluR subtypes, there is increasing interest in studying the mGlu3 receptor which has recently been linked to various diseases, including psychiatric disorders. This receptor displays striking functional properties, with a high and, often, full basal activity, making its study elusive in heterologous systems. Here, we demonstrate that Cl- ions exert strong positive allosteric modulation of glutamate on the mGlu3 receptor. We have also identified the molecular and structural determinants lying behind this allostery: a unique interactive "chloride-lock" network. Indeed, Cl- ions dramatically stabilize the glutamate-induced active state of the extracellular domain of the mGlu3 receptor. Thus, the mGlu3 receptors' large basal activity does not correspond to a constitutive activity in absence of agonist. Instead, it results mostly from a Cl-mediated amplified response to low ambient glutamate concentrations, such as those measured in cell media. This strong interaction between glutamate and Cl- ions allows the mGlu3 receptor to sense and efficiently react to sub-micromolar concentrations of glutamate, making it the most sensitive member of mGluR family.


Assuntos
Cloretos/metabolismo , Ácido Glutâmico/metabolismo , Receptores de AMPA/agonistas , Receptores de AMPA/metabolismo , Regulação Alostérica , Sítios de Ligação/efeitos dos fármacos , Células Cultivadas , Cloretos/farmacologia , Humanos , Inosina Monofosfato/metabolismo , Medições Luminescentes , Mutação , Ensaio Radioligante
15.
Sci Rep ; 8(1): 10414, 2018 Jul 10.
Artigo em Inglês | MEDLINE | ID: mdl-29991736

RESUMO

G protein coupled receptors (GPCRs) play essential roles in intercellular communication. Although reported two decades ago, the assembly of GPCRs into dimer and larger oligomers in their native environment is still a matter of intense debate. Here, using number and brightness analysis of fluorescently labeled receptors in cultured hippocampal neurons, we confirm that the metabotropic glutamate receptor type 2 (mGlu2) is a homodimer at expression levels in the physiological range, while heterodimeric GABAB receptors form larger complexes. Surprisingly, we observed the formation of larger mGlu2 oligomers upon both activation and inhibition of the receptor. Stabilizing the receptor in its inactive conformation using biochemical constraints also led to the observation of oligomers. Following our recent observation that mGlu receptors are in constant and rapid equilibrium between several states under basal conditions, we propose that this structural heterogeneity limits receptor oligomerization. Such assemblies are expected to stabilize either the active or the inactive state of the receptor.


Assuntos
Neurônios/química , Conformação Proteica , Receptores Acoplados a Proteínas G/química , Receptores de GABA-B/química , Hipocampo/química , Hipocampo/metabolismo , Humanos , Neurônios/metabolismo , Multimerização Proteica/genética , Receptores Acoplados a Proteínas G/genética , Receptores de GABA-B/metabolismo , Transdução de Sinais
16.
Sci Adv ; 4(5): eaao5498, 2018 05.
Artigo em Inglês | MEDLINE | ID: mdl-29806016

RESUMO

The σ subunit of bacterial RNA polymerase (RNAP) controls recognition of the -10 and -35 promoter elements during transcription initiation. Free σ adopts a "closed," or inactive, conformation incompatible with promoter binding. The conventional two-state model of σ activation proposes that binding to core RNAP induces formation of an "open," active, σ conformation, which is optimal for promoter recognition. Using single-molecule Förster resonance energy transfer, we demonstrate that vegetative-type σ subunits exist in open and closed states even after binding to the RNAP core. As an extreme case, RNAP from Mycobacterium tuberculosis preferentially retains σ in the closed conformation, which is converted to the open conformation only upon binding by the activator protein RbpA and interaction with promoter DNA. These findings reveal that the conformational dynamics of the σ subunit in the RNAP holoenzyme is a target for regulation by transcription factors and plays a critical role in promoter recognition.


Assuntos
Regulação Bacteriana da Expressão Gênica , Mycobacterium tuberculosis/genética , Ativação Transcricional , RNA Polimerases Dirigidas por DNA/química , RNA Polimerases Dirigidas por DNA/metabolismo , Modelos Moleculares , Mycobacterium tuberculosis/metabolismo , Regiões Promotoras Genéticas , Ligação Proteica , Conformação Proteica , Subunidades Proteicas/química , Subunidades Proteicas/metabolismo , Imagem Individual de Molécula , Transcrição Gênica
17.
RNA ; 23(5): 721-734, 2017 05.
Artigo em Inglês | MEDLINE | ID: mdl-28235843

RESUMO

Antitermination is a regulatory process based on the competitive folding of terminator-antiterminator structures that can form in the leader region of nascent transcripts. In the case of the Bacillus subtilis licS gene involved in ß-glucosides utilization, the binding of the antitermination protein LicT to a short RNA hairpin (RAT) prevents the formation of an overlapping terminator and thereby allows transcription to proceed. Here, we monitored in vitro the competition between termination and antitermination by combining bulk and single-molecule fluorescence-based assays using labeled RNA oligonucleotide constructs of increasing length that mimic the progressive transcription of the terminator invading the antiterminator hairpin. Although high affinity binding is abolished as soon as the antiterminator basal stem is disrupted by the invading terminator, LicT can still bind and promote closing of the partially unfolded RAT hairpin. However, binding no longer occurs once the antiterminator structure has been disrupted by the full-length terminator. Based on these findings, we propose a kinetic competition model for the sequential events taking place at the termination-antitermination site, where LicT needs to capture its RAT target before completion of the terminator to remain tightly bound during RNAP pausing, before finally dissociating irreversibly from the elongated licS transcript.


Assuntos
Regiões 5' não Traduzidas , Proteínas de Bactérias/metabolismo , Dobramento de RNA , Proteínas de Ligação a RNA/metabolismo , Fatores de Transcrição/metabolismo , Terminação da Transcrição Genética , Transferência Ressonante de Energia de Fluorescência , Conformação de Ácido Nucleico , Transcrição Gênica
18.
Nano Lett ; 16(10): 6222-6230, 2016 10 12.
Artigo em Inglês | MEDLINE | ID: mdl-27623052

RESUMO

Förster resonance energy transfer (FRET) plays a key role in biochemistry, organic photovoltaics, and lighting sources. FRET is commonly used as a nanoruler for the short (nanometer) distance between donor and acceptor dyes, yet FRET is equally sensitive to the mutual dipole orientation. The orientation dependence complicates the FRET analysis in biological samples and may even lead to the absence of FRET for perpendicularly oriented donor and acceptor dipoles. Here, we exploit the strongly inhomogeneous and localized fields in plasmonic nanoantennas to open new energy transfer routes, overcoming the limitations from the mutual dipole orientation to ultimately enhance the FRET efficiency. We demonstrate that the simultaneous presence of perpendicular near-field components in the nanoantenna sets favorable energy transfer routes that increase the FRET efficiency up to 50% for nearly perpendicular donor and acceptor dipoles. This new facet of plasmonic nanoantennas enables dipole-dipole energy transfer that would otherwise be forbidden in a homogeneous environment. As such, our approach further increases the applicability of single-molecule FRET over diffraction-limited approaches, with the additional benefits of higher sensitivities and higher concentration ranges toward physiological levels.

19.
Nucleic Acids Res ; 44(16): 7922-34, 2016 09 19.
Artigo em Inglês | MEDLINE | ID: mdl-27280976

RESUMO

Dimerization is a unique and vital characteristic of retroviral genomes. It is commonly accepted that genomic RNA (gRNA) must be dimeric at the plasma membrane of the infected cells to be packaged during virus assembly. However, where, when and how HIV-1 gRNA find each other and dimerize in the cell are long-standing questions that cannot be answered using conventional approaches. Here, we combine two state-of-the-art, multicolor RNA labeling strategies with two single-molecule microscopy technologies to address these questions. We used 3D-super-resolution structured illumination microscopy to analyze and quantify the spatial gRNA association throughout the cell and monitored the dynamics of RNA-RNA complexes in living-cells by cross-correlation fluctuation analysis. These sensitive and complementary approaches, combined with trans-complementation experiments, reveal for the first time the presence of interacting gRNA in the cytosol, a challenging observation due to the low frequency of these events and their dilution among the bulk of other RNAs, and allow the determination of the subcellular orchestration of the HIV-1 dimerization process.


Assuntos
Dimerização , HIV-1/genética , Imageamento Tridimensional , Microscopia/métodos , Conformação de Ácido Nucleico , RNA Viral/química , Membrana Celular/metabolismo , Sobrevivência Celular , Cor , Citosol/metabolismo , Genoma Viral , Células HeLa , Humanos , Hibridização in Situ Fluorescente , RNA Viral/genética , Coloração e Rotulagem , Produtos do Gene gag do Vírus da Imunodeficiência Humana/metabolismo
20.
BMC Bioinformatics ; 17(1): 197, 2016 May 04.
Artigo em Inglês | MEDLINE | ID: mdl-27141816

RESUMO

BACKGROUND: Single particle tracking (SPT) is nowadays one of the most popular technique to probe spatio-temporal dynamics of proteins diffusing within the plasma membrane. Indeed membrane components of eukaryotic cells are very dynamic molecules and can diffuse according to different motion modes. Trajectories are often reconstructed frame-by-frame and dynamic properties often evaluated using mean square displacement (MSD) analysis. However, to get statistically significant results in tracking experiments, analysis of a large number of trajectories is required and new methods facilitating this analysis are still needed. RESULTS: In this study we developed a new algorithm based on back-propagation neural network (BPNN) and MSD analysis using a sliding window. The neural network was trained and cross validated with short synthetic trajectories. For simulated and experimental data, the algorithm was shown to accurately discriminate between Brownian, confined and directed diffusion modes within one trajectory, the 3 main of diffusion encountered for proteins diffusing within biological membranes. It does not require a minimum number of observed particle displacements within the trajectory to infer the presence of multiple motion states. The size of the sliding window was small enough to measure local behavior and to detect switches between different diffusion modes for segments as short as 20 frames. It also provides quantitative information from each segment of these trajectories. Besides its ability to detect switches between 3 modes of diffusion, this algorithm is able to analyze simultaneously hundreds of trajectories with a short computational time. CONCLUSION: This new algorithm, implemented in powerful and handy software, provides a new conceptual and versatile tool, to accurately analyze the dynamic behavior of membrane components.


Assuntos
Membrana Celular/química , Redes Neurais de Computação , Algoritmos , Membrana Celular/metabolismo , Difusão , Modelos Biológicos , Movimento (Física)
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