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1.
Nucleic Acids Res ; 47(16): 8470-8484, 2019 09 19.
Artigo em Inglês | MEDLINE | ID: mdl-31287868

RESUMO

Chromatin organization is crucial for regulating gene expression. Previously, we showed that nucleosomes form groups, termed clutches. Clutch size correlated with the pluripotency grade of mouse embryonic stem cells and human induced pluripotent stem cells. Recently, it was also shown that regions of the chromatin containing activating epigenetic marks were composed of small and dispersed chromatin nanodomains with lower DNA density compared to the larger silenced domains. Overall, these results suggest that clutch size may regulate DNA packing density and gene activity. To directly test this model, we carried out 3D, two-color super-resolution microscopy of histones and DNA with and without increased histone tail acetylation. Our results showed that lower percentage of DNA was associated with nucleosome clutches in hyperacetylated cells. We further showed that the radius and compaction level of clutch-associated DNA decreased in hyperacetylated cells, especially in regions containing several neighboring clutches. Importantly, this change was independent of clutch size but dependent on the acetylation state of the clutch. Our results directly link the epigenetic state of nucleosome clutches to their DNA packing density. Our results further provide in vivo support to previous in vitro models that showed a disruption of nucleosome-DNA interactions upon hyperacetylation.


Assuntos
DNA/química , Epigênese Genética , Heterocromatina/metabolismo , Histonas/metabolismo , Nucleossomos/metabolismo , Processamento de Proteína Pós-Traducional , Acetilação , Ciclo Celular/genética , Linhagem Celular , DNA/genética , DNA/metabolismo , Fibroblastos/metabolismo , Fibroblastos/ultraestrutura , Heterocromatina/ultraestrutura , Histonas/genética , Humanos , Microscopia/métodos , Nucleossomos/ultraestrutura
2.
Proc Natl Acad Sci U S A ; 115(51): 12991-12996, 2018 12 18.
Artigo em Inglês | MEDLINE | ID: mdl-30509979

RESUMO

Recent advancements in single-molecule-based superresolution microscopy have made it possible to visualize biological structures with unprecedented spatial resolution. Determining the spatial coorganization of these structures within cells under physiological and pathological conditions is an important biological goal. This goal has been stymied by the current limitations of carrying out superresolution microscopy in multiple colors. Here, we develop an approach for simultaneous multicolor superresolution imaging which relies solely on fluorophore excitation, rather than fluorescence emission properties. By modulating the intensity of the excitation lasers at different frequencies, we show that the color channel can be determined based on the fluorophore's response to the modulated excitation. We use this frequency multiplexing to reduce the image acquisition time of multicolor superresolution DNA-PAINT while maintaining all its advantages: minimal color cross-talk, minimal photobleaching, maximal signal throughput, ability to maintain the fluorophore density per imaged color, and ability to use the full camera field of view. We refer to this imaging modality as "frequency multiplexed DNA-PAINT," or fm-DNA-PAINT for short. We also show that frequency multiplexing is fully compatible with STORM superresolution imaging, which we term fm-STORM. Unlike fm-DNA-PAINT, fm-STORM is prone to color cross-talk. To overcome this caveat, we further develop a machine-learning algorithm to correct for color cross-talk with more than 95% accuracy, without the need for prior information about the imaged structure.


Assuntos
Cor , DNA/ultraestrutura , Processamento de Imagem Assistida por Computador/métodos , Imageamento Tridimensional/métodos , Microscopia de Fluorescência/métodos , Imagem Individual de Molécula/métodos , Fluorescência , Corantes Fluorescentes , Humanos
3.
Proc Natl Acad Sci U S A ; 114(50): 13188-13193, 2017 12 12.
Artigo em Inglês | MEDLINE | ID: mdl-29192024

RESUMO

Eph receptor signaling plays key roles in vertebrate tissue boundary formation, axonal pathfinding, and stem cell regeneration by steering cells to positions defined by its ligand ephrin. Some of the key events in Eph-ephrin signaling are understood: ephrin binding triggers the clustering of the Eph receptor, fostering transphosphorylation and signal transduction into the cell. However, a quantitative and mechanistic understanding of how the signal is processed by the recipient cell into precise and proportional responses is largely lacking. Studying Eph activation kinetics requires spatiotemporal data on the number and distribution of receptor oligomers, which is beyond the quantitative power offered by prevalent imaging methods. Here we describe an enhanced fluorescence fluctuation imaging analysis, which employs statistical resampling to measure the Eph receptor aggregation distribution within each pixel of an image. By performing this analysis over time courses extending tens of minutes, the information-rich 4D space (x, y, oligomerization, time) results were coupled to straightforward biophysical models of protein aggregation. This analysis reveals that Eph clustering can be explained by the combined contribution of polymerization of receptors into clusters, followed by their condensation into far larger aggregates. The modeling reveals that these two competing oligomerization mechanisms play distinct roles: polymerization mediates the activation of the receptor by assembling monomers into 6- to 8-mer oligomers; condensation of the preassembled oligomers into large clusters containing hundreds of monomers dampens the signaling. We propose that the polymerization-condensation dynamics creates mechanistic explanation for how cells properly respond to variable ligand concentrations and gradients.


Assuntos
Efrinas/metabolismo , Multimerização Proteica , Receptores da Família Eph/metabolismo , Transdução de Sinais , Células HEK293 , Humanos , Polimerização , Receptores da Família Eph/química
4.
J Cell Sci ; 130(11): 1904-1916, 2017 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-28420672

RESUMO

Vesicle transport is regulated at multiple levels, including regulation by scaffolding proteins and the cytoskeleton. This tight regulation is essential, since slowing or stoppage of transport can cause accumulation of obstacles and has been linked to diseases. Understanding the mechanisms by which transport is regulated as well as how motor proteins overcome obstacles can give important clues as to how these mechanisms break down in disease states. Here, we describe that the cytoskeleton architecture impacts transport in a vesicle-size-dependent manner, leading to pausing of vesicles larger than the separation of the microtubules. We further develop methods capable of following 3D transport processes in living cells. Using these methods, we show that vesicles move using two different modes along the microtubule. Off-axis motion, which leads to repositioning of the vesicle in 3D along the microtubule, correlates with the presence of steric obstacles and may help in circumventing them.


Assuntos
Vesículas Citoplasmáticas/metabolismo , Citoesqueleto/metabolismo , Células Epiteliais/metabolismo , Proteína 2 de Membrana Associada ao Lisossomo/metabolismo , Microtúbulos/metabolismo , Tubulina (Proteína)/metabolismo , Animais , Linhagem Celular , Chlorocebus aethiops , Vesículas Citoplasmáticas/efeitos dos fármacos , Vesículas Citoplasmáticas/ultraestrutura , Citoesqueleto/efeitos dos fármacos , Citoesqueleto/ultraestrutura , Células Epiteliais/efeitos dos fármacos , Células Epiteliais/ultraestrutura , Expressão Gênica , Genes Reporter , Proteínas de Fluorescência Verde/genética , Proteínas de Fluorescência Verde/metabolismo , Proteínas Luminescentes/genética , Proteínas Luminescentes/metabolismo , Proteína 2 de Membrana Associada ao Lisossomo/genética , Lisossomos/efeitos dos fármacos , Lisossomos/metabolismo , Lisossomos/ultraestrutura , Microesferas , Microtúbulos/efeitos dos fármacos , Microtúbulos/ultraestrutura , Nocodazol/farmacologia , Imagem Óptica , Paclitaxel/farmacologia , Proteínas Recombinantes de Fusão/genética , Proteínas Recombinantes de Fusão/metabolismo , Tubulina (Proteína)/genética , Proteína Vermelha Fluorescente
5.
Proc Natl Acad Sci U S A ; 111(48): E5143-8, 2014 Dec 02.
Artigo em Inglês | MEDLINE | ID: mdl-25404330

RESUMO

The ability of antibodies binding the influenza hemagglutinin (HA) protein to neutralize viral infectivity is of key importance in the design of next-generation vaccines and for prophylactic and therapeutic use. The two antibodies CR6261 and CR8020 have recently been shown to efficiently neutralize influenza A infection by binding to and inhibiting the influenza A HA protein that is responsible for membrane fusion in the early steps of viral infection. Here, we use single-particle fluorescence microscopy to correlate the number of antibodies or antibody fragments (Fab) bound to an individual virion with the capacity of the same virus particle to undergo membrane fusion. To this end, individual, infectious virus particles bound by fluorescently labeled antibodies/Fab are visualized as they fuse to a planar, supported lipid bilayer. The fluorescence intensity arising from the virus-bound antibodies/Fab is used to determine the number of molecules attached to viral HA while a fluorescent marker in the viral membrane is used to simultaneously obtain kinetic information on the fusion process. We experimentally determine that the stoichiometry required for fusion inhibition by both antibody and Fab leaves large numbers of unbound HA epitopes on the viral surface. Kinetic measurements of the fusion process reveal that those few particles capable of fusion at high antibody/Fab coverage display significantly slower hemifusion kinetics. Overall, our results support a membrane fusion mechanism requiring the stochastic, coordinated action of multiple HA trimers and a model of fusion inhibition by stem-binding antibodies through disruption of this coordinated action.


Assuntos
Anticorpos Neutralizantes/imunologia , Vírus da Influenza A/imunologia , Fusão de Membrana/imunologia , Vírion/imunologia , Anticorpos Neutralizantes/farmacologia , Glicoproteínas de Hemaglutininação de Vírus da Influenza/imunologia , Interações Hospedeiro-Patógeno/efeitos dos fármacos , Interações Hospedeiro-Patógeno/imunologia , Humanos , Fragmentos Fab das Imunoglobulinas/imunologia , Fragmentos Fab das Imunoglobulinas/farmacologia , Vírus da Influenza A Subtipo H1N1/imunologia , Vírus da Influenza A Subtipo H1N1/fisiologia , Vírus da Influenza A Subtipo H1N1/ultraestrutura , Vírus da Influenza A Subtipo H3N2/imunologia , Vírus da Influenza A Subtipo H3N2/fisiologia , Vírus da Influenza A Subtipo H3N2/ultraestrutura , Vírus da Influenza A/fisiologia , Vírus da Influenza A/ultraestrutura , Influenza Humana/imunologia , Influenza Humana/prevenção & controle , Influenza Humana/virologia , Cinética , Fusão de Membrana/efeitos dos fármacos , Microscopia Eletrônica de Transmissão , Microscopia de Fluorescência , Método de Monte Carlo , Ligação Proteica , Vírion/efeitos dos fármacos , Vírion/ultraestrutura , Internalização do Vírus/efeitos dos fármacos
6.
Biochemistry ; 52(10): 1654-68, 2013 Mar 12.
Artigo em Inglês | MEDLINE | ID: mdl-23421412

RESUMO

Protein-mediated fusion between phospholipid bilayers is a fundamental and necessary mechanism for many cellular processes. The short-lived nature of the intermediate states visited during fusion makes it challenging to capture precise kinetic information using classical, ensemble-averaging biophysical techniques. Recently, a number of single-particle fluorescence microscopy-based assays that allow researchers to obtain highly quantitative data about the fusion process by observing individual fusion events in real time have been developed. These assays depend upon changes in the acquired fluorescence signal to provide a direct readout for transitions between the various fusion intermediates. The resulting data yield meaningful and detailed kinetic information about the transitory states en route to productive membrane fusion. In this review, we highlight recent in vitro and in vivo studies of membrane fusion at the single-particle level in the contexts of viral membrane fusion and SNARE-mediated synaptic vesicle fusion. These studies afford insight into mechanisms of coordination between fusion-mediating proteins as well as coordination of the overall fusion process with other cellular processes. The development of single-particle approaches to investigate membrane fusion and their successful application to a number of model systems have resulted in a new experimental paradigm and open up considerable opportunities to extend these methods to other biological processes that involve membrane fusion.


Assuntos
Fusão de Membrana/fisiologia , Animais , Fenômenos Biofísicos , Humanos , Cinética , Bicamadas Lipídicas/metabolismo , Microscopia de Fluorescência , Modelos Biológicos , Fosfolipídeos/metabolismo , Proteínas SNARE/metabolismo , Vesículas Sinápticas/metabolismo , Internalização do Vírus
7.
SLAS Technol ; 27(2): 109-120, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35058207

RESUMO

Fundamental life science and pharmaceutical research are continually striving to provide physiologically relevant context for their biological studies. Zebrafish present an opportunity for high-content screening (HCS) to bring a true in vivo model system to screening studies. Zebrafish embryos and young larvae are an economical, human-relevant model organism that are amenable to both genetic engineering and modification, and direct inspection via microscopy. The use of these organisms entails unique challenges that new technologies are overcoming, including artificial intelligence (AI). In this perspective article, we describe the state-of-the-art in terms of automated sample handling, imaging, and data analysis with zebrafish during early developmental stages. We highlight advances in orienting the embryos, including the use of robots, microfluidics, and creative multi-well plate solutions. Analyzing the micrographs in a fast, reliable fashion that maintains the anatomical context of the fluorescently labeled cells is a crucial step. Existing software solutions range from AI-driven commercial solutions to bespoke analysis algorithms. Deep learning appears to be a critical tool that researchers are only beginning to apply, but already facilitates many automated steps in the experimental workflow. Currently, such work has permitted the cellular quantification of multiple cell types in vivo, including stem cell responses to stress and drugs, neuronal myelination and macrophage behavior during inflammation and infection. We evaluate pro and cons of proprietary versus open-source methodologies for combining technologies into fully automated workflows of zebrafish studies. Zebrafish are poised to charge into HCS with ever-greater presence, bringing a new level of physiological context.


Assuntos
Inteligência Artificial , Peixe-Zebra , Algoritmos , Animais , Software , Fluxo de Trabalho , Peixe-Zebra/fisiologia
8.
Biol Open ; 10(9)2021 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-34472582

RESUMO

Zebrafish provide a unique opportunity for drug screening in living animals, with the fast-developing, transparent embryos allowing for relatively high-throughput, microscopy-based screens. However, the limited availability of rapid, flexible imaging and analysis platforms has limited the use of zebrafish in drug screens. We have developed an easy-to-use, customisable automated screening procedure suitable for high-throughput phenotype-based screens of live zebrafish. We utilised the WiScan® Hermes High Content Imaging System to rapidly acquire brightfield and fluorescent images of embryos, and the WiSoft® Athena Zebrafish Application for analysis, which harnesses an Artificial Intelligence-driven algorithm to automatically detect fish in brightfield images, identify anatomical structures, partition the animal into regions and exclusively select the desired side-oriented fish. Our initial validation combined structural analysis with fluorescence images to enumerate GFP-tagged haematopoietic stem and progenitor cells in the tails of embryos, which correlated with manual counts. We further validated this system to assess the effects of genetic mutations and X-ray irradiation in high content using a wide range of assays. Further, we performed simultaneous analysis of multiple cell types using dual fluorophores in high throughput. In summary, we demonstrate a broadly applicable and rapidly customisable platform for high-content screening in zebrafish. This article has an associated First Person interview with the first author of the paper.


Assuntos
Avaliação Pré-Clínica de Medicamentos/métodos , Embrião não Mamífero/efeitos dos fármacos , Ensaios de Triagem em Larga Escala/métodos , Modelos Animais , Peixe-Zebra/embriologia , Algoritmos , Animais , Fenótipo
9.
Nat Protoc ; 14(2): 616-638, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30675035

RESUMO

Protein dimerization and oligomerization are essential to most cellular functions, yet measurement of the size of these oligomers in live cells, especially when their size changes over time and space, remains a challenge. A commonly used approach for studying protein aggregates in cells is number and brightness (N&B), a fluorescence microscopy method that is capable of measuring the apparent average number of molecules and their oligomerization (brightness) in each pixel from a series of fluorescence microscopy images. We have recently expanded this approach in order to allow resampling of the raw data to resolve the statistical weighting of coexisting species within each pixel. This feature makes enhanced N&B (eN&B) optimal for capturing the temporal aspects of protein oligomerization when a distribution of oligomers shifts toward a larger central size over time. In this protocol, we demonstrate the application of eN&B by quantifying receptor clustering dynamics using electron-multiplying charge-coupled device (EMCCD)-based total internal reflection microscopy (TIRF) imaging. TIRF provides a superior signal-to-noise ratio, but we also provide guidelines for implementing eN&B in confocal microscopes. For each time point, eN&B requires the acquisition of 200 frames, and it takes a few seconds up to 2 min to complete a single time point. We provide an eN&B (and standard N&B) MATLAB software package amenable to any standard confocal or TIRF microscope. The software requires a high-RAM computer (64 Gb) to run and includes a photobleaching detrending algorithm, which allows extension of the live imaging for more than an hour.


Assuntos
Efrina-B1/ultraestrutura , Processamento de Imagem Assistida por Computador/estatística & dados numéricos , Microscopia de Fluorescência/métodos , Proteínas Recombinantes de Fusão/ultraestrutura , Software , Efrina-B1/genética , Efrina-B1/metabolismo , Recuperação de Fluorescência Após Fotodegradação , Transferência Ressonante de Energia de Fluorescência , Expressão Gênica , Células HEK293 , Humanos , Microscopia Confocal/métodos , Agregados Proteicos , Multimerização Proteica , Receptor EphB2/genética , Receptor EphB2/metabolismo , Receptor EphB2/ultraestrutura , Proteínas Recombinantes de Fusão/genética , Proteínas Recombinantes de Fusão/metabolismo , Razão Sinal-Ruído
10.
PLoS One ; 8(12): e80034, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24348996

RESUMO

Human monoclonal antibodies have been identified which neutralize broad spectra of influenza A or B viruses. Here, we dissect the mechanisms by which such antibodies interfere with infectivity. We distinguish four mechanisms that link the conserved hemagglutinin (HA) epitopes of broadly neutralizing antibodies to critical processes in the viral life cycle. HA-stem binding antibodies can act intracellularly by blocking fusion between the viral and endosomal membranes and extracellularly by preventing the proteolytic activation of HA. HA-head binding antibodies prevent viral attachment and release. These insights into newly identified ways by which the human immune system can interfere with influenza virus infection may aid the development of novel universal vaccines and antivirals.


Assuntos
Hemaglutininas/metabolismo , Vírus da Influenza A Subtipo H1N1/imunologia , Animais , Anticorpos Monoclonais/imunologia , Anticorpos Neutralizantes/imunologia , Cães , Eletroforese em Gel de Poliacrilamida , Epitopos/imunologia , Humanos , Immunoblotting , Vírus da Influenza A/imunologia , Células Madin Darby de Rim Canino , Microscopia Eletrônica de Varredura , Microscopia Eletrônica de Transmissão
11.
J Exp Biol ; 205(Pt 12): 1755-63, 2002 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-12042334

RESUMO

'Forehead to forehead I meet thee, this third time, Moby Dick!' [Ahab (Melville, 1851)] Herman Melville's fictional portrayal of the sinking of the Pequod was inspired by instances in which large sperm whales sank whaling ships by ramming the ships with their heads. Observations of aggression in species of the four major clades of cetacean and the artiodactyl outgroup suggest that head-butting during male-male aggression is a basal behavior for cetaceans. We hypothesize that the ability of sperm whales to destroy stout wooden ships, 3-5 times their body mass, is a product of specialization for male-male aggression. Specifically, we suggest that the greatly enlarged and derived melon of sperm whales, the spermaceti organ, evolved as a battering ram to injure an opponent. To address this hypothesis, we examined the correlation between relative melon size and the level of sexual dimorphism in body size among cetaceans. We also modeled impacts between two equal-sized sperm whales to determine whether it is physically possible for the spermaceti organ to function as an effective battering ram. We found (i) that the evolution of relative melon size in cetaceans is positively correlated with the evolution of sexual dimorphism in body size and (ii) that the spermaceti organ of a charging sperm whale has enough momentum to seriously injure an opponent. These observations are consistent with the hypothesis that the spermaceti organ has evolved to be a weapon used in male-male aggression.


Assuntos
Agressão/fisiologia , Baleias/fisiologia , Baleias/psicologia , Estruturas Animais/anatomia & histologia , Estruturas Animais/fisiologia , Animais , Constituição Corporal , Cetáceos/anatomia & histologia , Cetáceos/fisiologia , Cetáceos/psicologia , Feminino , Masculino , Modelos Biológicos , Filogenia , Caracteres Sexuais , Especificidade da Espécie , Baleias/anatomia & histologia
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