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1.
Proc Natl Acad Sci U S A ; 115(46): E10859-E10868, 2018 11 13.
Artigo em Inglês | MEDLINE | ID: mdl-30377270

RESUMO

Vertebrate embryogenesis and organogenesis are driven by cell biological processes, ranging from mitosis and migration to changes in cell size and polarity, but their control and causal relationships are not fully defined. Here, we use the developing limb skeleton to better define the relationships between mitosis and cell polarity. We combine protein-tagging and -perturbation reagents with advanced in vivo imaging to assess the role of Discs large 1 (Dlg1), a membrane-associated scaffolding protein, in mediating the spatiotemporal relationship between cytokinesis and cell polarity. Our results reveal that Dlg1 is enriched at the midbody during cytokinesis and that its multimerization is essential for the normal polarity of daughter cells. Defects in this process alter tissue dimensions without impacting other cellular processes. Our results extend the conventional view that division orientation is established at metaphase and anaphase and suggest that multiple mechanisms act at distinct phases of the cell cycle to transmit cell polarity. The approach employed can be used in other systems, as it offers a robust means to follow and to eliminate protein function and extends the Phasor approach for studying in vivo protein interactions by frequency-domain fluorescence lifetime imaging microscopy of Förster resonance energy transfer (FLIM-FRET) to organotypic explant culture.


Assuntos
Polaridade Celular/fisiologia , Citocinese/fisiologia , Proteína 1 Homóloga a Discs-Large/metabolismo , Anáfase , Animais , Cartilagem/metabolismo , Cartilagem/fisiologia , Ciclo Celular , Embrião de Galinha , Condrócitos/metabolismo , Proteína 1 Homóloga a Discs-Large/fisiologia , Desenvolvimento Embrionário , Transferência Ressonante de Energia de Fluorescência/métodos , Células HEK293 , Humanos , Metáfase , Camundongos , Camundongos Knockout , Microscopia de Fluorescência/métodos , Mitose/fisiologia , Morfogênese/fisiologia , Vertebrados/metabolismo
2.
Sci Rep ; 12(1): 5518, 2022 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-35365706

RESUMO

Genetic mutations have long been recognized as drivers of cancer drug resistance, but recent work has defined additional non-genetic mechanisms of plasticity, wherein cancer cells assume a drug resistant phenotype marked by altered epigenetic and transcriptional states. Currently, little is known about the real-time, dynamic nature of this phenotypic shift. Using a bladder cancer model of nongenetic plasticity, we discovered that rapid transition to drug resistance entails upregulation of mitochondrial gene expression and a corresponding metabolic shift towards the tricarboxylic acid cycle and oxidative phosphorylation. Based on this distinction, we were able to track cancer cell metabolic profiles in real time using fluorescence lifetime microscopy (FLIM). We observed single cells transitioning spontaneously to an oxidative phosphorylation state over hours to days, a trend that intensified with exposure to cisplatin chemotherapy. Conversely, pharmacological inhibition of oxidative phosphorylation significantly reversed the FLIM metabolic signature and reduced cisplatin resistance. These rapid, spontaneous metabolic shifts offer a new means of tracking nongenetic cancer plasticity and forestalling the emergence of drug resistance.


Assuntos
Cisplatino , Neoplasias da Bexiga Urinária , Cisplatino/farmacologia , Resistencia a Medicamentos Antineoplásicos , Células Epiteliais , Humanos , Fosforilação Oxidativa , Neoplasias da Bexiga Urinária/tratamento farmacológico , Neoplasias da Bexiga Urinária/genética
3.
iScience ; 23(2): 100831, 2020 Feb 21.
Artigo em Inglês | MEDLINE | ID: mdl-31982780

RESUMO

Metabolism is a key regulator of hematopoietic stem cell (HSC) functions. There is a lack of real-time, non-invasive approaches to evaluate metabolism in single HSCs. Using fluorescence lifetime imaging microscopy, we developed a set of metabolic optical biomarkers (MOBs) from the auto-fluorescent properties of metabolic coenzymes NAD(P)H and FAD. The MOBs revealed the enhanced glycolysis, low oxidative metabolism, and distinct mitochondrial localization of HSCs. Importantly, the fluorescence lifetime of enzyme-bound NAD(P)H (τbound) can non-invasively monitor the glycolytic/lactate dehydrogenase activity in single HSCs. As a proof of concept for metabolism-based cell sorting, we further identified HSCs within the Lineage-cKit+Sca1+ (KLS) hematopoietic stem/progenitor population using MOBs and a machine-learning algorithm. Moreover, we revealed the dynamic changes of MOBs, and the association of longer τbound with enhanced glycolysis under HSC stemness-maintaining conditions during HSC culture. Our work thus provides a new paradigm to identify and track the metabolism of single HSCs non-invasively and in real time.

4.
Nat Commun ; 11(1): 726, 2020 02 05.
Artigo em Inglês | MEDLINE | ID: mdl-32024828

RESUMO

Hyperspectral fluorescence imaging is gaining popularity for it enables multiplexing of spatio-temporal dynamics across scales for molecules, cells and tissues with multiple fluorescent labels. This is made possible by adding the dimension of wavelength to the dataset. The resulting datasets are high in information density and often require lengthy analyses to separate the overlapping fluorescent spectra. Understanding and visualizing these large multi-dimensional datasets during acquisition and pre-processing can be challenging. Here we present Spectrally Encoded Enhanced Representations (SEER), an approach for improved and computationally efficient simultaneous color visualization of multiple spectral components of hyperspectral fluorescence images. Exploiting the mathematical properties of the phasor method, we transform the wavelength space into information-rich color maps for RGB display visualization. We present multiple biological fluorescent samples and highlight SEER's enhancement of specific and subtle spectral differences, providing a fast, intuitive and mathematical way to interpret hyperspectral images during collection, pre-processing and analysis.


Assuntos
Processamento de Imagem Assistida por Computador/métodos , Espectrometria de Fluorescência/métodos , Algoritmos , Animais , Animais Geneticamente Modificados , Cor , Embrião não Mamífero , Proteínas de Fluorescência Verde/genética , Proteínas de Fluorescência Verde/metabolismo , Processamento de Imagem Assistida por Computador/normas , Camundongos Endogâmicos C57BL , Microscopia Confocal/métodos , Razão Sinal-Ruído , Peixe-Zebra/embriologia , Peixe-Zebra/genética
5.
Biomed Opt Express ; 9(2): 780-790, 2018 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-29552412

RESUMO

Hyperspectral endoscopic imaging has the potential to enhance clinical diagnostics and outcome. Most commercial endoscopes utilize imaging fiber bundles to transmit the collected signal from the patient to the medical operator. These bundles consist of several fiber cores surrounded by a cladding layer creating comb structure-like artifacts, which complicate further analysis, both spatially and spectrally. Here we present an optical fiber pattern removal algorithm which we applied to hyperspectral bronchoscopic images robustly and quantitatively without the need for specific optical or electrical hardware. We validate the performance of the pattern removal by using a novel hyperspectral phasor approach. This algorithm can be generalized to all forms of fiber bundle hyperspectral endoscopy.

6.
Nat Commun ; 8(1): 601, 2017 09 19.
Artigo em Inglês | MEDLINE | ID: mdl-28928363

RESUMO

The Rho guanine nucleotide exchange factor (RhoGEF) Trio promotes actin polymerization by directly activating the small GTPase Rac1. Recent studies suggest that autism spectrum disorder (ASD)-related behavioral phenotypes in animal models of ASD can be produced by dysregulation of Rac1's control of actin polymerization at glutamatergic synapses. Here, in humans, we discover a large cluster of ASD-related de novo mutations in Trio's Rac1 activating domain, GEF1. Our study reveals that these mutations produce either hypofunctional or hyperfunctional forms of Trio in rodent neurons in vitro. In accordance with pathological increases or decreases in glutamatergic neurotransmission observed in animal models of ASD, we find that these mutations result in either reduced synaptic AMPA receptor expression or enhanced glutamatergic synaptogenesis. Together, our findings implicate both excessive and reduced Trio activity and the resulting synaptic dysfunction in ASD-related pathogenesis, and point to the Trio-Rac1 pathway at glutamatergic synapses as a possible key point of convergence of many ASD-related genes.Trio is a RhoGEF protein that promotes actin polymerization and is implicated in the regulation of glutamatergic synapses in autism spectrum disorder (ASD). Here the authors identify a large cluster of de novo mutations in the GEF1 domain of Trio in whole-exome sequencing data from individuals with ASD, and confirm that some of these mutations lead to glutamatergic dysregulation in vitro.


Assuntos
Transtorno do Espectro Autista/genética , Fatores de Troca do Nucleotídeo Guanina/genética , Proteínas do Tecido Nervoso/genética , Neurônios/metabolismo , Proteínas Serina-Treonina Quinases/genética , Animais , Transtorno do Espectro Autista/metabolismo , Transtorno do Espectro Autista/fisiopatologia , Feminino , Predisposição Genética para Doença , Ácido Glutâmico/metabolismo , Fatores de Troca do Nucleotídeo Guanina/metabolismo , Humanos , Técnicas In Vitro , Masculino , Mutação , Proteínas do Tecido Nervoso/metabolismo , Técnicas de Patch-Clamp , Ratos , Ratos Sprague-Dawley , Receptores de AMPA/metabolismo , Sinapses/metabolismo
7.
Invest Ophthalmol Vis Sci ; 58(9): 3311-3318, 2017 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-28672397

RESUMO

Purpose: Human pluripotent stem cell (hPSC)-derived retinal organoids are a platform for investigating retinal development, pathophysiology, and cellular therapies. In contrast to histologic analysis in which multiple specimens fixed at different times are used to reconstruct developmental processes, repeated analysis of the same living organoids provides a more direct means to characterize changes. New live imaging modalities can provide insights into retinal organoid structure and metabolic function during in vitro growth. This study employed live tissue imaging to characterize retinal organoid development, including metabolic changes accompanying photoreceptor differentiation. Methods: Live hPSC-derived retinal organoids at different developmental stages were examined for microanatomic organization and metabolic function by phase contrast microscopy, optical coherence tomography (OCT), fluorescence lifetime imaging microscopy (FLIM), and hyperspectral imaging (HSpec). Features were compared to those revealed by histologic staining, immunostaining, and microcomputed tomography (micro-CT) of fixed organoid tissue. Results: We used FLIM and HSpec to detect changes in metabolic activity as organoids differentiated into organized lamellae. FLIM detected increased glycolytic activity and HSpec detected retinol and retinoic acid accumulation in the organoid outer layer, coinciding with photoreceptor genesis. OCT enabled imaging of lamellae formed during organoid maturation. Micro-CT revealed three-dimensional structure, but failed to detect lamellae. Conclusions: Live imaging modalities facilitate real-time and nondestructive imaging of retinal organoids as they organize into lamellar structures. FLIM and HSpec enable rapid detection of lamellar structure and photoreceptor metabolism. Live imaging techniques may aid in the continuous evaluation of retinal organoid development in diverse experimental and cell therapy settings.


Assuntos
Técnicas de Diagnóstico Oftalmológico , Organoides/diagnóstico por imagem , Células-Tronco Pluripotentes/citologia , Retina/citologia , Humanos , Microscopia de Fluorescência/métodos , Retina/diagnóstico por imagem , Tomografia de Coerência Óptica , Microtomografia por Raio-X
8.
J Biomed Opt ; 17(9): 96014-1, 2012 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-23085915

RESUMO

Near-infrared (NIR) (650 to 1000 nm) optical properties of turbid media can be quantified accurately and noninvasively using methods based on diffuse reflectance or transmittance, such as frequency-domain photon migration (FDPM). Conventional FDPM techniques based on white-light steady-state (SS) spectral measurements in conjunction with the acquisition of frequency-domain (FD) data at selected wavelengths using laser diodes are used to measure broadband NIR scattering-corrected absorption spectra of turbid media. These techniques are limited by the number of wavelength points used to obtain FD data and by the sweeping technique used to collect FD data over a relatively large range. We have developed a method that introduces several improvements in the acquisition of optical parameters, based on the digital parallel acquisition of a comb of frequencies and on the use of a white laser as a single light source for both FD and SS measurements. The source, due to the high brightness, allows a higher penetration depth with an extremely low power on the sample. The parallel acquisition decreases the time required by standard serial systems that scan through a range of modulation frequencies. Furthermore, all-digital acquisition removes analog noise, avoids the analog mixer, and does not create radiofrequency interference or emission.


Assuntos
Aumento da Imagem/instrumentação , Nefelometria e Turbidimetria/instrumentação , Processamento de Sinais Assistido por Computador/instrumentação , Espectroscopia de Luz Próxima ao Infravermelho/instrumentação , Desenho de Equipamento , Análise de Falha de Equipamento , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
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