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1.
Res Sq ; 2024 Apr 17.
Artigo em Inglês | MEDLINE | ID: mdl-38699373

RESUMO

Metabolic homeostasis within cells and tissues requires engagement of catabolic and anabolic pathways consuming nutrients needed to generate energy to drive these and other subcellular processes. However, the current understanding of cell homeostasis and metabolism, including how cells utilize nutrients, comes largely from tissue and cell models analyzed after fractionation. These bulk strategies do not reveal the spatial characteristics of cell metabolism at the single cell level, and how these aspects relate to the location of cells and organelles within the complexity of the tissue they reside within. Here we pioneer the use of high-resolution electron and stable isotope microscopy (MIMS-EM) to quantitatively map the fate of nutrient-derived 13C atoms at subcellular scale. When combined with machine-learning image segmentation, our approach allows us to establish the cellular and organellar spatial pattern of glucose 13C flux in hepatocytes in situ. We applied network analysis algorithms to chart the landscape of organelle-organelle contact networks and identified subpopulations of mitochondria and lipid droplets that have distinct organelle interactions and 13C enrichment levels. In addition, we revealed a new relationship between the initiation of glycogenesis and proximity of lipid droplets. Our results establish MIMS-EM as a new tool for tracking and quantifying nutrient metabolism at the subcellular scale, and to identify the spatial channeling of nutrient-derived atoms in the context of organelle-organelle interactions in situ.

2.
J Comp Neurol ; 532(2): e25552, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-37916792

RESUMO

Early postnatal brain development involves complex interactions among maturing neurons and glial cells that drive tissue organization. We previously analyzed gene expression in tissue from the mouse medial nucleus of the trapezoid body (MNTB) during the first postnatal week to study changes that surround rapid growth of the large calyx of Held (CH) nerve terminal. Here, we present genes that show significant changes in gene expression level during the second postnatal week, a developmental timeframe that brackets the onset of airborne sound stimulation and the early stages of myelination. Gene Ontology analysis revealed that many of these genes are related to the myelination process. Further investigation of these genes using a previously published cell type-specific bulk RNA-Seq data set in cortex and our own single-cell RNA-Seq data set in the MNTB revealed enrichment of these genes in the oligodendrocyte lineage (OL) cells. Combining the postnatal day (P)6-P14 microarray gene expression data with the previously published P0-P6 data provided fine temporal resolution to investigate the initiation and subsequent waves of gene expression related to OL cell maturation and the process of myelination. Many genes showed increasing expression levels between P2 and P6 in patterns that reflect OL cell maturation. Correspondingly, the first myelin proteins were detected by P4. Using a complementary, developmental series of electron microscopy 3D image volumes, we analyzed the temporal progression of axon wrapping and myelination in the MNTB. By employing a combination of established ultrastructural criteria to classify reconstructed early postnatal glial cells in the 3D volumes, we demonstrated for the first time that astrocytes within the mouse MNTB extensively wrap the axons of the growing CH terminal prior to OL cell wrapping and compaction of myelin. Our data revealed significant expression of several myelin genes and enrichment of multiple genes associated with lipid metabolism in astrocytes, which may subserve axon wrapping in addition to myelin formation. The transition from axon wrapping by astrocytes to OL cells occurs rapidly between P4 and P9 and identifies a potential new role of astrocytes in priming calyceal axons for subsequent myelination.


Assuntos
Astrócitos , Bainha de Mielina , Animais , Camundongos , Axônios/ultraestrutura , Oligodendroglia/fisiologia , Tronco Encefálico/fisiologia
3.
Res Sq ; 2023 Sep 20.
Artigo em Inglês | MEDLINE | ID: mdl-37790446

RESUMO

Caloric restriction (CR) extends organismal lifespan and health span by improving glucose homeostasis mechanisms. How CR affects organellar structure and function of pancreatic beta cells over the lifetime of the animal remains unknown. Here, we used single nucleus transcriptomics to show that CR increases the expression of genes for beta cell identity, protein processing, and organelle homeostasis. Gene regulatory network analysis link this transcriptional phenotype to transcription factors involved in beta cell identity (Mafa) and homeostasis (Atf6). Imaging metabolomics further demonstrates that CR beta cells are more energetically competent. In fact, high-resolution light and electron microscopy indicates that CR reduces beta cell mitophagy and increases mitochondria mass, increasing mitochondrial ATP generation. Finally, we show that long-term CR delays the onset of beta cell aging and senescence to promote longevity by reducing beta cell turnover. Therefore, CR could be a feasible approach to preserve compromised beta cells during aging and diabetes.

4.
bioRxiv ; 2023 Oct 04.
Artigo em Inglês | MEDLINE | ID: mdl-37662194

RESUMO

We introduce Fe-TAML, a small molecule-based peroxidase as a versatile new member of the correlated fluorescence and electron microscopy toolkit. The utility of the probe is demonstrated by high resolution imaging of newly synthesized DNA (through biorthogonal labeling), genetically tagged proteins (using HaloTag), and untagged endogenous proteins (via immunostaining). EM visualization in these applications is facilitated by exploiting Fe-TAML's catalytic activity for the deposition of localized osmiophilic precipitates based on polymerized 3,3'-diaminobenzidine. Optimized conditions for synthesizing and implementing Fe-TAML based probes are also described. Overall, Fe-TAML is a new chemical biology tool that can be used to visualize diverse biomolecular species along nanometer and micron scales within cells.

5.
bioRxiv ; 2023 Aug 24.
Artigo em Inglês | MEDLINE | ID: mdl-37662336

RESUMO

Caloric restriction (CR) extends organismal lifespan and health span by improving glucose homeostasis mechanisms. How CR affects organellar structure and function of pancreatic beta cells over the lifetime of the animal remains unknown. Here, we used single nucleus transcriptomics to show that CR increases the expression of genes for beta cell identity, protein processing, and organelle homeostasis. Gene regulatory network analysis link this transcriptional phenotype to transcription factors involved in beta cell identity (Mafa) and homeostasis (Atf6). Imaging metabolomics further demonstrates that CR beta cells are more energetically competent. In fact, high-resolution light and electron microscopy indicates that CR reduces beta cell mitophagy and increases mitochondria mass, increasing mitochondrial ATP generation. Finally, we show that long-term CR delays the onset of beta cell aging and senescence to promote longevity by reducing beta cell turnover. Therefore, CR could be a feasible approach to preserve compromised beta cells during aging and diabetes.

6.
bioRxiv ; 2023 Apr 09.
Artigo em Inglês | MEDLINE | ID: mdl-37066274

RESUMO

Perineuronal nets (PNN), a specialized form of ECM (?), surround numerous neurons in the CNS and allow synaptic connectivity through holes in its structure. We hypothesis that PNNs serve as gatekeepers that guard and protect synaptic territory, and thus may stabilize an engram circuit. We present high-resolution, and 3D EM images of PNN- engulfed neurons showing that synapses occupy the PNN holes, and that invasion of other cellular components are rare. PNN constituents are long-lived and can be eroded faster in an enriched environment, while synaptic proteins have high turnover rate. Preventing PNN erosion by using pharmacological inhibition of PNN-modifying proteases or MMP9 knockout mice allowed normal fear memory acquisition but diminished remote-memory stabilization, supporting the above hypothesis. Significance: In this multidisciplinary work, we challenge the hypothesis that the pattern of holes in the perineuronal nets (PNN) hold the code for very-long-term memories. The scope of this work might lead us closer to the understanding of how we can vividly remember events from childhood to death bed. We postulate that the PNN holes hold the code for the engram. To test this hypothesis, we used three independent experimental strategies; high-resolution 3D electron microscopy, Stable Isotop Labeling in Mammals (SILAM) for proteins longevity, and pharmacologically and genetically interruption of memory consolidation in fear conditioning experiments. All of these experimental results did not dispute the PNN hypothesis.

7.
mBio ; 13(6): e0161322, 2022 12 20.
Artigo em Inglês | MEDLINE | ID: mdl-36321837

RESUMO

Some Alphaproteobacteria contain intracytoplasmic membranes (ICMs) and proteins homologous to those responsible for the mitochondrial cristae, an observation which has given rise to the hypothesis that the Alphaproteobacteria endosymbiont had already evolved cristae-like structures and functions. However, our knowledge of microbial fine structure is still limited, leaving open the possibility of structurally homologous ICMs outside the Alphaproteobacteria. Here, we report on the detailed characterization of lamellar cristae-like ICMs in environmental sulfate-reducing Desulfobacterota that form syntrophic partnerships with anaerobic methane-oxidizing (ANME) archaea. These structures are junction-bound to the cytoplasmic membrane and resemble the form seen in the lamellar cristae of opisthokont mitochondria. Extending these observations, we also characterized similar structures in Desulfovibrio carbinolicus, a close relative of the magnetotactic D. magneticus, which does not contain magnetosomes. Despite a remarkable structural similarity, the key proteins involved in cristae formation have not yet been identified in Desulfobacterota, suggesting that an analogous, but not a homologous, protein organization system developed during the evolution of some members of Desulfobacterota. IMPORTANCE Working with anaerobic consortia of methane oxidizing ANME archaea and their sulfate-reducing bacterial partners recovered from deep sea sediments and with the related sulfate-reducing bacterial isolate D. carbinolicus, we discovered that their intracytoplasmic membranes (ICMs) appear remarkably similar to lamellar cristae. Three-dimensional electron microscopy allowed for the novel analysis of the nanoscale attachment of ICMs to the cytoplasmic membrane, and these ICMs are structurally nearly identical to the crista junction architecture seen in metazoan mitochondria. However, the core junction-forming proteins must be different. The outer membrane vesicles were observed to bud from syntrophic Desulfobacterota, and darkly stained granules were prominent in both Desulfobacterota and D. carbinolicus. These findings expand the taxonomic breadth of ICM-producing microorganisms and add to our understanding of three-dimensional microbial fine structure in environmental microorganisms.


Assuntos
Archaea , Bactérias , Animais , Anaerobiose , Bactérias/metabolismo , Archaea/metabolismo , Metano/metabolismo , Sulfatos/metabolismo , Oxirredução , Sedimentos Geológicos/microbiologia , Filogenia
8.
PLoS Pathog ; 17(11): e1009409, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34843601

RESUMO

The HIV-1 accessory protein Vpu modulates membrane protein trafficking and degradation to provide evasion of immune surveillance. Targets of Vpu include CD4, HLAs, and BST-2. Several cellular pathways co-opted by Vpu have been identified, but the picture of Vpu's itinerary and activities within membrane systems remains incomplete. Here, we used fusion proteins of Vpu and the enzyme ascorbate peroxidase (APEX2) to compare the ultrastructural locations and the proximal proteomes of wild type Vpu and Vpu-mutants. The proximity-omes of the proteins correlated with their ultrastructural locations and placed wild type Vpu near both retromer and ESCRT-0 complexes. Hierarchical clustering of protein abundances across the mutants was essential to interpreting the data and identified Vpu degradation-targets including CD4, HLA-C, and SEC12 as well as Vpu-cofactors including HGS, STAM, clathrin, and PTPN23, an ALIX-like protein. The Vpu-directed degradation of BST-2 was supported by STAM and PTPN23 and to a much lesser extent by the retromer subunits Vps35 and SNX3. PTPN23 also supported the Vpu-directed decrease in CD4 at the cell surface. These data suggest that Vpu directs targets from sorting endosomes to degradation at multi-vesicular bodies via ESCRT-0 and PTPN23.


Assuntos
Complexos Endossomais de Distribuição Requeridos para Transporte/metabolismo , Infecções por HIV/virologia , Proteínas do Vírus da Imunodeficiência Humana/metabolismo , Proteínas Tirosina Fosfatases não Receptoras/metabolismo , Proteoma/metabolismo , Nexinas de Classificação/metabolismo , Proteínas de Transporte Vesicular/metabolismo , Proteínas Virais Reguladoras e Acessórias/metabolismo , Proteínas Viroporinas/metabolismo , Complexos Endossomais de Distribuição Requeridos para Transporte/genética , Infecções por HIV/genética , Infecções por HIV/metabolismo , HIV-1/fisiologia , Células HeLa , Proteínas do Vírus da Imunodeficiência Humana/genética , Humanos , Microscopia Eletrônica , Domínios e Motivos de Interação entre Proteínas , Multimerização Proteica , Transporte Proteico , Proteínas Tirosina Fosfatases não Receptoras/genética , Proteoma/análise , Nexinas de Classificação/química , Nexinas de Classificação/genética , Proteínas de Transporte Vesicular/química , Proteínas de Transporte Vesicular/genética , Proteínas Virais Reguladoras e Acessórias/genética , Proteínas Viroporinas/genética
9.
bioRxiv ; 2021 Oct 13.
Artigo em Inglês | MEDLINE | ID: mdl-34671772

RESUMO

Blood clots are a central feature of coronavirus disease-2019 (COVID-19) and can culminate in pulmonary embolism, stroke, and sudden death. However, it is not known how abnormal blood clots form in COVID-19 or why they occur even in asymptomatic and convalescent patients. Here we report that the Spike protein from severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) binds to the blood coagulation factor fibrinogen and induces structurally abnormal blood clots with heightened proinflammatory activity. SARS-CoV-2 Spike virions enhanced fibrin-mediated microglia activation and induced fibrinogen-dependent lung pathology. COVID-19 patients had fibrin autoantibodies that persisted long after acute infection. Monoclonal antibody 5B8, targeting the cryptic inflammatory fibrin epitope, inhibited thromboinflammation. Our results reveal a procoagulant role for the SARS-CoV-2 Spike and propose fibrin-targeting interventions as a treatment for thromboinflammation in COVID-19. ONE-SENTENCE SUMMARY: SARS-CoV-2 spike induces structurally abnormal blood clots and thromboinflammation neutralized by a fibrin-targeting antibody.

10.
Cell ; 184(9): 2430-2440.e16, 2021 04 29.
Artigo em Inglês | MEDLINE | ID: mdl-33784496

RESUMO

Genomically minimal cells, such as JCVI-syn3.0, offer a platform to clarify genes underlying core physiological processes. Although this minimal cell includes genes essential for population growth, the physiology of its single cells remained uncharacterized. To investigate striking morphological variation in JCVI-syn3.0 cells, we present an approach to characterize cell propagation and determine genes affecting cell morphology. Microfluidic chemostats allowed observation of intrinsic cell dynamics that result in irregular morphologies. A genome with 19 genes not retained in JCVI-syn3.0 generated JCVI-syn3A, which presents morphology similar to that of JCVI-syn1.0. We further identified seven of these 19 genes, including two known cell division genes, ftsZ and sepF, a hydrolase of unknown substrate, and four genes that encode membrane-associated proteins of unknown function, which are required together to restore a phenotype similar to that of JCVI-syn1.0. This result emphasizes the polygenic nature of cell division and morphology in a genomically minimal cell.


Assuntos
Proteínas de Bactérias/genética , Cromossomos Bacterianos/genética , DNA Bacteriano/genética , Genoma Bacteriano , Mycoplasma/genética , Biologia Sintética/métodos , Proteínas de Bactérias/antagonistas & inibidores , Sistemas CRISPR-Cas , Engenharia Genética
11.
Elife ; 102021 02 16.
Artigo em Inglês | MEDLINE | ID: mdl-33591270

RESUMO

Iron is a biochemically critical metal cofactor in enzymes involved in photosynthesis, cellular respiration, nitrate assimilation, nitrogen fixation, and reactive oxygen species defense. Marine microeukaryotes have evolved a phytotransferrin-based iron uptake system to cope with iron scarcity, a major factor limiting primary productivity in the global ocean. Diatom phytotransferrin is endocytosed; however, proteins downstream of this environmentally ubiquitous iron receptor are unknown. We applied engineered ascorbate peroxidase APEX2-based subcellular proteomics to catalog proximal proteins of phytotransferrin in the model marine diatom Phaeodactylum tricornutum. Proteins encoded by poorly characterized iron-sensitive genes were identified including three that are expressed from a chromosomal gene cluster. Two of them showed unambiguous colocalization with phytotransferrin adjacent to the chloroplast. Further phylogenetic, domain, and biochemical analyses suggest their involvement in intracellular iron processing. Proximity proteomics holds enormous potential to glean new insights into iron acquisition pathways and beyond in these evolutionarily, ecologically, and biotechnologically important microalgae.


Assuntos
Diatomáceas/metabolismo , Ferro/metabolismo , Transferrina/metabolismo , Transporte Biológico , Membrana Celular/metabolismo , Cloroplastos/metabolismo , Diatomáceas/genética , Família Multigênica , Proteômica/métodos
12.
Cell Rep ; 29(3): 628-644.e6, 2019 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-31618632

RESUMO

The form and synaptic fine structure of melanopsin-expressing retinal ganglion cells, also called intrinsically photosensitive retinal ganglion cells (ipRGCs), were determined using a new membrane-targeted version of a genetic probe for correlated light and electron microscopy (CLEM). ipRGCs project to multiple brain regions, and because the method labels the entire neuron, it was possible to analyze nerve terminals in multiple retinorecipient brain regions, including the suprachiasmatic nucleus (SCN), olivary pretectal nucleus (OPN), and subregions of the lateral geniculate. Although ipRGCs provide the only direct retinal input to the OPN and SCN, ipRGC terminal arbors and boutons were found to be remarkably different in each target region. A network of dendro-dendritic chemical synapses (DDCSs) was also revealed in the SCN, with ipRGC axon terminals preferentially synapsing on the DDCS-linked cells. The methods developed to enable this analysis should propel other CLEM studies of long-distance brain circuits at high resolution.


Assuntos
Encéfalo/metabolismo , Células Ganglionares da Retina/metabolismo , Opsinas de Bastonetes/metabolismo , Sinapses/metabolismo , Animais , Axônios/fisiologia , Encéfalo/patologia , Ritmo Circadiano/fisiologia , Feminino , Masculino , Camundongos , Camundongos Knockout , Microscopia Eletrônica , Área Pré-Tectal/metabolismo , Área Pré-Tectal/patologia , Células Ganglionares da Retina/patologia , Opsinas de Bastonetes/deficiência , Opsinas de Bastonetes/genética , Núcleo Supraquiasmático/metabolismo , Núcleo Supraquiasmático/patologia
14.
Nat Commun ; 10(1): 3700, 2019 08 16.
Artigo em Inglês | MEDLINE | ID: mdl-31420552

RESUMO

Little is known about the role of islet delta cells in regulating blood glucose homeostasis in vivo. Delta cells are important paracrine regulators of beta cell and alpha cell secretory activity, however the structural basis underlying this regulation has yet to be determined. Most delta cells are elongated and have a well-defined cell soma and a filopodia-like structure. Using in vivo optogenetics and high-speed Ca2+ imaging, we show that these filopodia are dynamic structures that contain a secretory machinery, enabling the delta cell to reach a large number of beta cells within the islet. This provides for efficient regulation of beta cell activity and is modulated by endogenous IGF-1/VEGF-A signaling. In pre-diabetes, delta cells undergo morphological changes that may be a compensation to maintain paracrine regulation of the beta cell. Our data provides an integrated picture of how delta cells can modulate beta cell activity under physiological conditions.


Assuntos
Ilhotas Pancreáticas/ultraestrutura , Comunicação Parácrina , Estado Pré-Diabético/patologia , Pseudópodes/ultraestrutura , Células Secretoras de Somatostatina/ultraestrutura , Animais , Glicemia/metabolismo , Humanos , Fator de Crescimento Insulin-Like I/metabolismo , Células Secretoras de Insulina/citologia , Células Secretoras de Insulina/metabolismo , Células Secretoras de Insulina/ultraestrutura , Microscopia Intravital , Ilhotas Pancreáticas/citologia , Ilhotas Pancreáticas/metabolismo , Ilhotas Pancreáticas/patologia , Camundongos , Camundongos Transgênicos , Microscopia Eletrônica , Imagem Óptica , Optogenética , Estado Pré-Diabético/metabolismo , Pseudópodes/metabolismo , Células Secretoras de Somatostatina/citologia , Células Secretoras de Somatostatina/metabolismo , Fator A de Crescimento do Endotélio Vascular/metabolismo
15.
Cell Metab ; 30(2): 343-351.e3, 2019 08 06.
Artigo em Inglês | MEDLINE | ID: mdl-31178361

RESUMO

Most neurons are not replaced during an animal's lifetime. This nondividing state is characterized by extreme longevity and age-dependent decline of key regulatory proteins. To study the lifespans of cells and proteins in adult tissues, we combined isotope labeling of mice with a hybrid imaging method (MIMS-EM). Using 15N mapping, we show that liver and pancreas are composed of cells with vastly different ages, many as old as the animal. Strikingly, we also found that a subset of fibroblasts and endothelial cells, both known for their replicative potential, are characterized by the absence of cell division during adulthood. In addition, we show that the primary cilia of beta cells and neurons contains different structural regions with vastly different lifespans. Based on these results, we propose that age mosaicism across multiple scales is a fundamental principle of adult tissue, cell, and protein complex organization.


Assuntos
Envelhecimento/genética , Senescência Celular/genética , Mosaicismo , Especificidade de Órgãos/genética , Animais , Cílios/metabolismo , Células Endoteliais/metabolismo , Feminino , Fibroblastos/metabolismo , Células Secretoras de Insulina/metabolismo , Fígado/metabolismo , Camundongos , Camundongos Endogâmicos , Neurônios/metabolismo , Pâncreas/metabolismo
16.
ACS Synth Biol ; 8(2): 239-244, 2019 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-30645947

RESUMO

We previously discovered that intact bacterial chromosomes can be directly transferred to a yeast host cell where they can propagate as centromeric plasmids by fusing bacterial cells with S accharomyces cerevisiae spheroplasts. Inside the host any desired number of genetic changes can be introduced into the yeast centromeric plasmid to produce designer genomes that can be brought to life using a genome transplantation protocol. Earlier research demonstrated that the removal of restriction-systems from donor bacteria, such as Mycoplasma mycoides, Mycoplasma capricolum, or Haemophilus influenzae increased successful genome transfers. These findings suggested that other genetic factors might also impact the bacteria-to-yeast genome transfer process. In this study, we demonstrated that the removal of a particular genetic factor, the glycerol uptake facilitator protein gene glpF from M. mycoides, significantly increased direct genome transfer by up to 21-fold. Additionally, we showed that intact bacterial cells were endocytosed by yeast spheroplasts producing organelle-like structures within these yeast cells. These might lead to the possibility of creating novel synthetic organelles.


Assuntos
Genoma Bacteriano/genética , Mycoplasma mycoides/genética , Genoma Fúngico/genética , Glicerol/metabolismo , Haemophilus influenzae/genética , Mycoplasma capricolum/genética , Esferoplastos/citologia , Esferoplastos/metabolismo
17.
J Cell Biol ; 218(2): 433-444, 2019 02 04.
Artigo em Inglês | MEDLINE | ID: mdl-30552100

RESUMO

Many adult tissues contain postmitotic cells as old as the host organism. The only organelle that does not turn over in these cells is the nucleus, and its maintenance represents a formidable challenge, as it harbors regulatory proteins that persist throughout adulthood. Here we developed strategies to visualize two classes of such long-lived proteins, histones and nucleoporins, to understand the function of protein longevity in nuclear maintenance. Genome-wide mapping of histones revealed specific enrichment of long-lived variants at silent gene loci. Interestingly, nuclear pores are maintained by piecemeal replacement of subunits, resulting in mosaic complexes composed of polypeptides with vastly different ages. In contrast, nondividing quiescent cells remove old nuclear pores in an ESCRT-dependent manner. Our findings reveal distinct molecular strategies of nuclear maintenance, linking lifelong protein persistence to gene regulation and nuclear integrity.


Assuntos
Regulação da Expressão Gênica/fisiologia , Histonas/metabolismo , Mitose/fisiologia , Poro Nuclear/metabolismo , Animais , Linhagem Celular , Estudo de Associação Genômica Ampla , Camundongos , Fatores de Tempo
18.
Biochem Biophys Res Commun ; 505(4): 1251-1256, 2018 11 10.
Artigo em Inglês | MEDLINE | ID: mdl-30333092

RESUMO

Many studies have shown the feasibility of in vivo cardiac transplantation of human induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs) in animal experiments. However, nano-structural confirmation of the successful incorporation of the engrafted iPSC-CMs including electron microscopy (EM) has not been accomplished, partly because identification of graft cells in EM has proven to be difficult. Using APEX2, an engineered ascorbate peroxidase imaging tag, we successfully localized and analyzed the fine structure of sarcomeres and the excitation contraction machinery of iPSC-CMs 6 months after their engraftment in infarcted mouse hearts. APEX2 made iPSC-CMs visible in multiple imaging modalities including light microscopy, X-ray microscopic tomography, transmission EM, and scanning EM. EM tomography allowed assessment of the differentiation state of APEX2-positive iPSC-CMs and analysis of the fine structure of the sarcomeres including T-tubules and dyads.


Assuntos
Células-Tronco Pluripotentes Induzidas/citologia , Miocárdio/citologia , Miócitos Cardíacos/transplante , Animais , Diferenciação Celular , Linhagem Celular , Linhagem da Célula , DNA Liase (Sítios Apurínicos ou Apirimidínicos)/genética , Coração/anatomia & histologia , Humanos , Masculino , Camundongos , Sondas Moleculares , Infarto do Miocárdio/patologia , Miocárdio/ultraestrutura , Miócitos Cardíacos/citologia
19.
Nat Methods ; 15(9): 677-680, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-30171236

RESUMO

As biomedical imaging datasets expand, deep neural networks are considered vital for image processing, yet community access is still limited by setting up complex computational environments and availability of high-performance computing resources. We address these bottlenecks with CDeep3M, a ready-to-use image segmentation solution employing a cloud-based deep convolutional neural network. We benchmark CDeep3M on large and complex two-dimensional and three-dimensional imaging datasets from light, X-ray, and electron microscopy.


Assuntos
Computação em Nuvem , Aprendizado Profundo , Processamento de Imagem Assistida por Computador/métodos
20.
Sci Rep ; 8(1): 7553, 2018 05 15.
Artigo em Inglês | MEDLINE | ID: mdl-29765060

RESUMO

Biological samples are frequently stained with heavy metals in preparation for examining the macro, micro and ultra-structure using X-ray microtomography and electron microscopy. A single X-ray microtomography scan reveals detailed 3D structure based on staining density, yet it lacks both material composition and functional information. Using a commercially available polychromatic X-ray source, energy integrating detectors and a two-scan configuration labelled by their energy- "High" and "Low", we demonstrate how a specific element, here shown with iron, can be detected from a mixture with other heavy metals. With proper selection of scan configuration, achieving strong overlap of source characteristic emission lines and iron K-edge absorption, iron absorption was enhanced enabling K-edge imaging. Specifically, iron images were obtained by scatter plot material analysis, after selecting specific regions within scatter plots generated from the "High" and "Low" scans. Using this method, we identified iron rich regions associated with an iron staining reaction that marks the nodes of Ranvier along nerve axons within mouse spinal roots, also stained with osmium metal commonly used for electron microscopy.


Assuntos
Axônios/metabolismo , Ferro/análise , Raízes Nervosas Espinhais/diagnóstico por imagem , Microtomografia por Raio-X/instrumentação , Animais , Metais Pesados , Camundongos , Imagens de Fantasmas , Raízes Nervosas Espinhais/metabolismo , Coloração e Rotulagem
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