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1.
Cell Rep Methods ; 3(3): 100420, 2023 03 27.
Artigo em Inglês | MEDLINE | ID: mdl-37056373

RESUMO

SEQUIN is a web-based application (app) that allows fast and intuitive analysis of RNA sequencing data derived for model organisms, tissues, and single cells. Integrated app functions enable uploading datasets, quality control, gene set enrichment, data visualization, and differential gene expression analysis. We also developed the iPSC Profiler, a practical gene module scoring tool that helps measure and compare pluripotent and differentiated cell types. Benchmarking to other commercial and non-commercial products underscored several advantages of SEQUIN. Freely available to the public, SEQUIN empowers scientists using interdisciplinary methods to investigate and present transcriptome data firsthand with state-of-the-art statistical methods. Hence, SEQUIN helps democratize and increase the throughput of interrogating biological questions using next-generation sequencing data with single-cell resolution.


Assuntos
Software , Transcriptoma , RNA-Seq , Transcriptoma/genética , Análise de Sequência de RNA/métodos , Redes Reguladoras de Genes
2.
J Biomed Mater Res A ; 111(1): 106-117, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36194510

RESUMO

The properties and structure of the cellular microenvironment can influence cell behavior. Sites of cell adhesion to the extracellular matrix (ECM) initiate intracellular signaling that directs cell functions such as proliferation, differentiation, and apoptosis. Electrospun fibers mimic the fibrous nature of native ECM proteins and cell culture in fibers affects cell shape and dimensionality, which can drive specific functions, such as the osteogenic differentiation of primary human bone marrow stromal cells (hBMSCs), by. In order to probe how scaffolds affect cell shape and behavior, cell-fiber contacts were imaged to assess their shape and dimensionality through a novel approach. Fluorescent polymeric fiber scaffolds were made so that they could be imaged by confocal fluorescence microscopy. Fluorescent polymer films were made as a planar control. hBSMCs were cultured on the fluorescent substrates and the cells and substrates were imaged. Two different image analysis approaches, one having geometrical assumptions and the other having statistical assumptions, were used to analyze the 3D structure of cell-scaffold contacts. The cells cultured in scaffolds contacted the fibers in multiple planes over the surface of the cell, while the cells cultured on films had contacts confined to the bottom surface of the cell. Shape metric analysis indicated that cell-fiber contacts had greater dimensionality and greater 3D character than the cell-film contacts. These results suggest that cell adhesion site-initiated signaling could emanate from multiple planes over the cell surface during culture in fibers, as opposed to emanating only from the cell's basal surface during culture on planar surfaces.


Assuntos
Células-Tronco Mesenquimais , Osteogênese , Humanos , Alicerces Teciduais/química , Diferenciação Celular , Matriz Extracelular/metabolismo , Células Cultivadas , Engenharia Tecidual/métodos , Células da Medula Óssea
3.
PLoS One ; 17(1): e0262119, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35045103

RESUMO

Cell viability, an essential measurement for cell therapy products, lacks traceability. One of the most common cell viability tests is trypan blue dye exclusion where blue-stained cells are counted via brightfield imaging. Typically, live and dead cells are classified based on their pixel intensities which may vary arbitrarily making it difficult to compare results. Herein, a traceable absorbance microscopy method to determine the intracellular uptake of trypan blue is demonstrated. The intensity pixels of the brightfield images are converted to absorbance images which are used to calculate moles of trypan blue per cell. Trypan blue cell viability measurements, where trypan blue content in each cell is quantified, enable traceable live-dead classifications. To implement the absorbance microscopy method, we developed an open-source AbsorbanceQ application that generates quantitative absorbance images. The validation of absorbance microscopy is demonstrated using neutral density filters. Results from four different microscopes demonstrate a mean absolute deviation of 3% from the expected optical density values. When assessing trypan blue-stained Jurkat cells, the difference in intracellular uptake of trypan blue in heat-shock-killed cells using two different microscopes is 3.8%. Cells killed with formaldehyde take up ~50% less trypan blue as compared to the heat-shock-killed cells, suggesting that the killing mechanism affects trypan blue uptake. In a test mixture of approximately 50% live and 50% dead cells, 53% of cells were identified as dead (±6% standard deviation). Finally, to mimic batches of low-viability cells that may be encountered during a cell manufacturing process, viability was assessed for cells that were 1) overgrown in the cell culture incubator for five days or 2) incubated in DPBS at room temperature for five days. Instead of making live-dead classifications using arbitrary intensity values, absorbance imaging yields traceable units of moles that can be compared, which is useful for assuring quality for biomanufacturing processes.


Assuntos
Técnicas de Cultura de Células/métodos , Células Jurkat/citologia , Azul Tripano/química , Contagem de Células , Sobrevivência Celular/efeitos dos fármacos , Formaldeído/efeitos adversos , Humanos , Células Jurkat/química , Microscopia
4.
Appl Sci (Basel) ; 11(4)2021.
Artigo em Inglês | MEDLINE | ID: mdl-34386268

RESUMO

This paper addresses the problem of designing trojan detectors in neural networks (NNs) using interactive simulations. Trojans in NNs are defined as triggers in inputs that cause misclassification of such inputs into a class (or classes) unintended by the design of a NN-based model. The goal of our work is to understand encodings of a variety of trojan types in fully connected layers of neural networks. Our approach is (1) to simulate nine types of trojan embeddings into dot patterns, (2) to devise measurements of NN states, and (3) to design trojan detectors in NN-based classification models. The interactive simulations are built on top of TensorFlow Playground with in-memory storage of data and NN coefficients. The simulations provide analytical, visualization, and output operations performed on training datasets and NN architectures. The measurements of a NN include (a) model inefficiency using modified Kullback-Liebler (KL) divergence from uniformly distributed states and (b) model sensitivity to variables related to data and NNs. Using the KL divergence measurements at each NN layer and per each predicted class label, a trojan detector is devised to discriminate NN models with or without trojans. To document robustness of such a trojan detector with respect to NN architectures, dataset perturbations, and trojan types, several properties of the KL divergence measurement are presented. For the general use, the web-based simulations is deployed via GitHub pages at https://github.com/usnistgov/nn-calculator.

5.
J Clin Invest ; 130(2): 1010-1023, 2020 02 03.
Artigo em Inglês | MEDLINE | ID: mdl-31714897

RESUMO

Increases in the number of cell therapies in the preclinical and clinical phases have prompted the need for reliable and noninvasive assays to validate transplant function in clinical biomanufacturing. We developed a robust characterization methodology composed of quantitative bright-field absorbance microscopy (QBAM) and deep neural networks (DNNs) to noninvasively predict tissue function and cellular donor identity. The methodology was validated using clinical-grade induced pluripotent stem cell-derived retinal pigment epithelial cells (iPSC-RPE). QBAM images of iPSC-RPE were used to train DNNs that predicted iPSC-RPE monolayer transepithelial resistance, predicted polarized vascular endothelial growth factor (VEGF) secretion, and matched iPSC-RPE monolayers to the stem cell donors. DNN predictions were supplemented with traditional machine-learning algorithms that identified shape and texture features of single cells that were used to predict tissue function and iPSC donor identity. These results demonstrate noninvasive cell therapy characterization can be achieved with QBAM and machine learning.


Assuntos
Diferenciação Celular , Aprendizado Profundo , Processamento de Imagem Assistida por Computador , Células-Tronco Pluripotentes Induzidas , Microscopia , Epitélio Pigmentado da Retina , Humanos , Células-Tronco Pluripotentes Induzidas/citologia , Células-Tronco Pluripotentes Induzidas/metabolismo , Epitélio Pigmentado da Retina/citologia , Epitélio Pigmentado da Retina/metabolismo
6.
Int J Pharm ; 574: 118871, 2020 Jan 25.
Artigo em Inglês | MEDLINE | ID: mdl-31765769

RESUMO

Electrospun fibers are a commonly used cell scaffold and have also been used as pharmaceutical delivery devices. In this study, we developed a method to analyze the release of multiple pharmaceuticals from a single electrospun fiber scaffold and determine how each pharmaceutical's loading concentration affects the release rate of each pharmaceutical. Our analysis methods were tested on electrospun fibers loaded with two pharmaceuticals: 6-aminonicotinamide (6AN) and ibuprofen. Pharmaceutical concentration in electrospun fibers ranged from 1.5% to 8.5% by weight. We found that 6AN release was dependent on the concentration of 6AN and ibuprofen loaded into the fibers, while ibuprofen release was only dependent on the loading concentration of ibuprofen but not 6AN. Unexpectedly, ibuprofen release became dependent on both 6AN and ibuprofen loading concentrations when fibers were aged for 1-month post-fabrication at room temperature in the laboratory followed by a 4-hour incubation inside the cell culture incubator at 37 °C and 5% CO2. One additional discovery was an unknown signal that was attributed to the medical grade syringes used for electrospinning, which was easily removed using our method. These results demonstrate the utility of the methods developed here and indicate multiple agents can be released concomitantly from electrospun fibers to meet the demands of more complex tissue engineering approaches. Future work will focus on analysis of pharmaceutical release profiles to exploit the dependencies on pharmaceutical loading concentrations.


Assuntos
Preparações Farmacêuticas/química , 6-Aminonicotinamida/química , Sistemas de Liberação de Medicamentos/métodos , Ibuprofeno/química , Microscopia Eletrônica de Varredura/métodos , Temperatura , Engenharia Tecidual/métodos
7.
Acta Biomater ; 102: 205-219, 2020 01 15.
Artigo em Inglês | MEDLINE | ID: mdl-31733330

RESUMO

Higher order tasks in development for brain-computer interfacing applications require the invasiveness of intracortical microelectrodes. Unfortunately, the resulting inflammatory response contributes to the decline of detectable neural signal. The major components of the neuroinflammatory response to microelectrodes have been well-documented with histological imaging, leading to the identification of broad pathways of interest for its inhibition such as oxidative stress and innate immunity. To understand how to mitigate the neuroinflammatory response, a more precise understanding is required. Advancements in genotyping have led the development of new tools for developing temporal gene expression profiles. Therefore, we have meticulously characterized the gene expression profiles of the neuroinflammatory response to mice implanted with non-functional intracortical probes. A time course of differential acute expression of genes of the innate immune response were compared to naïve sham mice, identifying significant changes following implantation. Differential gene expression analysis revealed 22 genes that could inform future therapeutic targets. Particular emphasis is placed on the largest changes in gene expression occurring 24 h post-implantation, and in genes that are involved in multiple innate immune sets including Itgam, Cd14, and Irak4. STATEMENT OF SIGNIFICANCE: Current understanding of the cellular response contributing to the failure of intracortical microelectrodes has been limited to the evaluation of cellular presence around the electrode. Minimal research investigating gene expression profiles of these cells has left a knowledge gap identifying their phenotype. This manuscript represents the first robust investigation of the changes in gene expression levels specific to the innate immune response following intracortical microelectrode implantation. To understand the role of the complement system in response to implanted probes, we performed gene expression profiling over acute time points from implanted subjects and compared them to no-surgery controls. This manuscript provides valuable insights into inflammatory mechanisms at the tissue-probe interface, thus having a high impact on those using intracortical microelectrodes to study and treat neurological diseases and injuries.


Assuntos
Lesões Encefálicas/fisiopatologia , Córtex Cerebral/fisiopatologia , Eletrodos Implantados/efeitos adversos , Imunidade Inata/genética , Inflamação/fisiopatologia , Animais , Lesões Encefálicas/genética , Córtex Cerebral/cirurgia , Inflamação/genética , Masculino , Camundongos Endogâmicos C57BL , Microeletrodos/efeitos adversos , Transcriptoma
8.
J Biomater Sci Polym Ed ; 29(13): 1625-1642, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-29862935

RESUMO

A promising component of biomaterial constructs for neural tissue engineering are electrospun fibers, which differentiate stem cells and neurons as well as direct neurite growth. However, means of protecting neurons, glia, and stem cells seeded on electrospun fibers between lab and surgical suite have yet to be developed. Here we report an effort to accomplish this using cell-encapsulating hydrogel fibers made by interfacial polyelectrolyte complexation (IPC). IPC-hydrogel fibers were created by interfacing acid-soluble chitosan (AsC) and cell-containing alginate and spinning them on bundles of aligned electrospun fibers. Primary spinal astrocytes, cortical neurons, or L929 fibroblasts were mixed into alginate hydrogels prior to IPC-fiber spinning. The viability of each cell type was assessed at 30 min, 4 h, 1 d, and 7 d after encapsulation in IPC hydrogels. Some neurons were encapsulated in IPC-hydrogel fibers made from water-soluble chitosan (WsC). Neurons were also stained with Tuj1 and assessed for neurite extension. Neuron survival in AsC-fibers was worse than astrocytes in AsC-fibers (p < 0.05) and neurons in WsC-fibers (p < 0.05). As expected, neuron and glia survival was worse than L929 fibroblasts (p < 0.05). Neurons in IPC-hydrogel fibers fabricated with WsC extended neurites robustly, while none in AsC fibers did. Neurons remaining inside IPC-hydrogel fibers extended neurites inside them, while others de-encapsulated, extending neurites on electrospun fibers, which did not fully integrate with IPC-hydrogel fibers. This study demonstrates that primary neurons and astrocytes can be encapsulated in IPC-hydrogel fibers at good percentages of survival. IPC hydrogel technology may be a useful tool for encapsulating neural and other cells on electrospun fiber scaffolds.


Assuntos
Hidrogéis/química , Nanofibras/química , Tecido Nervoso/química , Alicerces Teciduais/química , Alginatos/química , Animais , Astrócitos/citologia , Materiais Biocompatíveis/química , Linhagem Celular , Proliferação de Células , Sobrevivência Celular , Terapia Baseada em Transplante de Células e Tecidos/métodos , Quitosana/química , Fibroblastos/citologia , Humanos , Tecido Nervoso/metabolismo , Neuritos/química , Neurônios/citologia , Tamanho da Partícula , Ratos Sprague-Dawley , Propriedades de Superfície , Engenharia Tecidual/métodos
9.
Polymer (Guildf) ; 123: 121-127, 2017 Aug 11.
Artigo em Inglês | MEDLINE | ID: mdl-29200507

RESUMO

A major challenge in developing drug-releasing electrospun nanofibers is obtaining long-term drug release over many weeks with no burst release of drug. Here, we present new methods capable of prolonging the diffusive release of small molecule drugs from electrospun poly-L-lactic acid (PLLA) nanofibers. The methods focus on removal of retained electrospinning solvent through fiber heating, maintaining fibers in a laboratory setting, or a combination of these methods. These post-fabrication methods altered the release characteristics of a model small molecule drug, 6-aminonicotinamide (6AN), from PLLA fibers. Specifically, untreated fibers released 6AN over 9 days, and fibers that underwent a combined treatment of maintenance in a laboratory setting and heating released 6AN over 44 days. The unique and simple method presented here prolongs diffusive release of a small molecule drug from electrospun fibers and has potential to assist in lengthening small molecule drug release from a variety of polymeric nanomaterials.

10.
BMC Bioinformatics ; 18(1): 526, 2017 Nov 28.
Artigo em Inglês | MEDLINE | ID: mdl-29183290

RESUMO

BACKGROUND: Cell-scaffold contact measurements are derived from pairs of co-registered volumetric fluorescent confocal laser scanning microscopy (CLSM) images (z-stacks) of stained cells and three types of scaffolds (i.e., spun coat, large microfiber, and medium microfiber). Our analysis of the acquired terabyte-sized collection is motivated by the need to understand the nature of the shape dimensionality (1D vs 2D vs 3D) of cell-scaffold interactions relevant to tissue engineers that grow cells on biomaterial scaffolds. RESULTS: We designed five statistical and three geometrical contact models, and then down-selected them to one from each category using a validation approach based on physically orthogonal measurements to CLSM. The two selected models were applied to 414 z-stacks with three scaffold types and all contact results were visually verified. A planar geometrical model for the spun coat scaffold type was validated from atomic force microscopy images by computing surface roughness of 52.35 nm ±31.76 nm which was 2 to 8 times smaller than the CLSM resolution. A cylindrical model for fiber scaffolds was validated from multi-view 2D scanning electron microscopy (SEM) images. The fiber scaffold segmentation error was assessed by comparing fiber diameters from SEM and CLSM to be between 0.46% to 3.8% of the SEM reference values. For contact verification, we constructed a web-based visual verification system with 414 pairs of images with cells and their segmentation results, and with 4968 movies with animated cell, scaffold, and contact overlays. Based on visual verification by three experts, we report the accuracy of cell segmentation to be 96.4% with 94.3% precision, and the accuracy of cell-scaffold contact for a statistical model to be 62.6% with 76.7% precision and for a geometrical model to be 93.5% with 87.6% precision. CONCLUSIONS: The novelty of our approach lies in (1) representing cell-scaffold contact sites with statistical intensity and geometrical shape models, (2) designing a methodology for validating 3D geometrical contact models and (3) devising a mechanism for visual verification of hundreds of 3D measurements. The raw and processed data are publicly available from https://isg.nist.gov/deepzoomweb/data/ together with the web -based verification system.


Assuntos
Imageamento Tridimensional/métodos , Modelos Biológicos , Alicerces Teciduais/química , Algoritmos , Materiais Biocompatíveis/química , Células da Medula Óssea/citologia , Humanos , Internet , Masculino , Células-Tronco Mesenquimais/citologia , Microscopia de Força Atômica , Microscopia Confocal , Microscopia Eletrônica de Varredura , Interface Usuário-Computador , Microtomografia por Raio-X , Adulto Jovem
11.
J Biomater Sci Polym Ed ; 28(13): 1303-1323, 2017 09.
Artigo em Inglês | MEDLINE | ID: mdl-28420296

RESUMO

Currently, it is unknown how the mechanical properties of electrospun fibers, and the presentation of surface nanotopography influence macrophage gene expression and protein production. By further elucidating how specific fiber properties (mechanical properties or surface properties) alter macrophage behavior, it may be possible to create electrospun fiber scaffolds capable of initiating unique cellular and tissue responses. In this study, we determined the elastic modulus and rigidity of fibers with varying topographies created by finely controlling humidity and including a non-solvent during electrospinning. In total,five fiber scaffold types were produced. Analysis of fiber physical properties demonstrated no change in fiber diameter amongst the five different fiber groups. However, the four different fibrous scaffolds with nanopits or divots each possessed different numbers of pits with different nanoscale dimensions. Unpolarized bone marrow derived murine macrophages (M0), macrophages polarized towards a pro-inflammatory phenotype (M1), or macrophages polarized towards anti-inflammatory phenotype (M2b) were placed onto each of the scaffolds and cytokine RNA expression and protein production were analyzed. Specific nanotopographies did not appreciably alter cytokine production from undifferentiated macrophages (M0) or anti-inflammatory macrophages (M2b), but a specific fiber (with many small pits) did increase IL-12 transcript and IL-12 protein production compared to fibers with small divots. When analyzing the mechanical properties between fibers with divots or with many small pits,divoted fibers possessed similar elastic moduli but different stiffness values. In total,we present techniques capable of creating unique electrospun fibers. These unique fibers have varying fiber mechanical characteristics and modestly modulate macrophage cytokine expression.


Assuntos
Citocinas/biossíntese , Eletricidade , Macrófagos/efeitos dos fármacos , Macrófagos/metabolismo , Nanotecnologia/métodos , Alicerces Teciduais/química , Animais , Células da Medula Óssea/citologia , Macrófagos/citologia , Fenômenos Mecânicos , Camundongos , Células RAW 264.7 , Propriedades de Superfície
13.
J Neurotrauma ; 33(15): 1405-15, 2016 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-26650778

RESUMO

Electrospinning is the process by which a scaffold containing micrometer and nanometer diameter fibers are drawn from a polymer solution or melt using a large voltage gradient between a polymer emitting source and a grounded collector. Ramakrishna and colleagues first investigated electrospun fibers for neural applications in 2004. After this initial study, electrospun fibers are increasingly investigated for neural tissue engineering applications. Electrospun fibers robustly support axonal regeneration within in vivo rodent models of spinal cord injury. These findings suggest the possibility of their eventual use within patients. Indeed, both spinal cord and peripheral nervous system regeneration research over the last several years shows that physical guidance cues induce recovery of limb, respiration, or bladder control in rodent models. Electrospun fibers may be an alternative to the peripheral nerve graft (PNG), because PNG autografts injure the patient and are limited in supply, and allografts risk host rejection. In addition, electrospun fibers can be engineered easily to confront new therapeutic challenges. Fibers can be modified to release therapies locally or can be physically modified to direct neural stem cell differentiation. This review summarizes the major findings and trends in the last decade of research, with a particular focus on spinal cord injury. This review also demonstrates how electrospun fibers can be used to study the central nervous system in vitro.


Assuntos
Regeneração Nervosa , Traumatismos da Medula Espinal , Engenharia Tecidual/métodos , Alicerces Teciduais , Animais , Humanos
14.
PLoS One ; 10(9): e0136780, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26340351

RESUMO

The surface of aligned, electrospun poly-L-lactic acid (PLLA) fibers was chemically modified to determine if surface chemistry and hydrophilicity could improve neurite extension from chick dorsal root ganglia. Specifically, diethylenetriamine (DTA, for amine functionalization), 2-(2-aminoethoxy)ethanol (AEO, for alcohol functionalization), or GRGDS (cell adhesion peptide) were covalently attached to the surface of electrospun fibers. Water contact angle measurements revealed that surface modification of electrospun fibers significantly improved fiber hydrophilicity compared to unmodified fibers (p < 0.05). Scanning electron microscopy (SEM) of fibers revealed that surface modification changed fiber topography modestly, with DTA modified fibers displaying the roughest surface structure. Degradation of chemically modified fibers revealed no change in fiber diameter in any group over a period of seven days. Unexpectedly, neurites from chick DRG were longest on fibers without surface modification (1651 ± 488 µm) and fibers containing GRGDS (1560 ± 107 µm). Fibers modified with oxygen plasma (1240 ± 143 µm) or DTA (1118 ± 82 µm) produced shorter neurites than the GRGDS or unmodified fibers, but were not statistically shorter than unmodified and GRGDS modified fibers. Fibers modified with AEO (844 ± 151 µm) were significantly shorter than unmodified and GRGDS modified fibers (p<0.05). Based on these results, we conclude that fiber hydrophilic enhancement alone on electrospun PLLA fibers does not enhance neurite outgrowth. Further work must be conducted to better understand why neurite extension was not improved on more hydrophilic fibers, but the results presented here do not recommend hydrophilic surface modification for the purpose of improving neurite extension unless a bioactive ligand is used.


Assuntos
Materiais Biocompatíveis/farmacologia , Gânglios Espinais/efeitos dos fármacos , Ácido Láctico/farmacologia , Neuritos/efeitos dos fármacos , Polímeros/farmacologia , Alicerces Teciduais , Animais , Materiais Biocompatíveis/química , Adesão Celular/efeitos dos fármacos , Galinhas , Etanol/análogos & derivados , Etanol/química , Etilaminas/química , Gânglios Espinais/citologia , Gânglios Espinais/fisiologia , Interações Hidrofóbicas e Hidrofílicas , Ácido Láctico/química , Regeneração Nervosa/fisiologia , Neuritos/fisiologia , Oligopeptídeos/química , Gases em Plasma/química , Poliaminas/química , Poliésteres , Polímeros/química , Propriedades de Superfície , Técnicas de Cultura de Tecidos , Engenharia Tecidual
15.
Chem Res Toxicol ; 27(12): 2023-35, 2014 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-25347722

RESUMO

Superparamagnetic iron oxide nanoparticles (SPIONs) can generate heat when subjected to an alternating magnetic field (AMF). In the European Union, SPIONs actuated by AMF are used in hyperthermia treatment of glioblastoma multiforme, an aggressive form of brain cancer. Current data from clinical trials suggest that this therapy improves patient life expectancy, but their effect on healthy brain cells is virtually unknown. Thus, a viability study involving SPIONs subjected to an AMF was carried out on healthy cortical rat astrocytes, the most abundant cell type in the mammalian brain. The cells were cultured with aminosilane- or starch-coated SPIONs with or without application of an AMF. Significant cell death (p < 0.05) was observed only when SPIONs were added to astrocyte cultures and subjected to an AMF. Unexpectedly, the decrease in astrocyte viability was observed at physiological temperatures (34-40 °C) with AMF. A further decrease in astrocyte viability was found only when bulk temperatures exceeded 45 °C. To discern differences in the astrocyte structure when astrocytes were cultured with particles with or without AMF, scanning electron microscopy (SEM) was performed. SEM images revealed a change in the structure of the astrocyte cell membrane only when astrocytes were cultured with SPIONs and actuated with an AMF. This study is the first to report that astrocyte death occurs at physiological temperatures in the presence of magnetic particles and AMF, suggesting that other mechanisms are responsible for inducing astrocyte death in addition to heat.


Assuntos
Astrócitos/citologia , Compostos Férricos/química , Magnetismo , Nanopartículas Metálicas , Temperatura , Animais , Astrócitos/ultraestrutura , Células Cultivadas , Microscopia Eletrônica de Varredura , Microscopia Eletrônica de Transmissão , Ratos , Ratos Sprague-Dawley
16.
ACS Appl Mater Interfaces ; 6(3): 1424-38, 2014 Feb 12.
Artigo em Inglês | MEDLINE | ID: mdl-24397537

RESUMO

Immediately following spinal cord injury, further injury can occur through several secondary injury cascades. As a consequence of cell lysis, an increase in extracellular Ca(2+) results in additional neuronal loss by inducing apoptosis. Thus, hydrogels that reduce extracellular Ca(2+) concentration may reduce secondary injury severity. The goal of this study was to develop composite hydrogels consisting of alginate, chitosan, and genipin that interact with extracellular Ca(2+) to enable in situ gelation while maintaining an elastic modulus similar to native spinal cord (∼1000 Pa). It was hypothesized that incorporation of genipin and chitosan would regulate hydrogel electrostatic characteristics and influence hydrogel porosity, degradation, and astrocyte behavior. Hydrogel composition was varied to create hydrogels with statistically similar mechanical properties (∼1000 Pa) that demonstrated tunable charge characteristics (6-fold range in free amine concentration) and degradation rate (complete degradation between 7 and 28 days; some blends persist after 28 days). Hydrogels demonstrate high sensitivity to Ca(2+) concentration, as a 1 mM change during fabrication induced a significant change in elastic modulus. Additionally, hydrogels incubated in a Ca(2+)-containing solution exhibited an increased linear viscoelastic limit (LVE) and an increased elastic modulus above the LVE limit in a time dependent manner. An extension of the LVE limit implies a change in hydrogel cross-linking structure. Attachment assays demonstrated that addition of chitosan/genipin to alginate hydrogels induced up to a 4-fold increase in the number of attached astrocytes and facilitated astrocyte clustering on the hydrogel surface in a composition dependent manner. Furthermore, Western blots demonstrated tunable glial fibrillary acid protein (GFAP) expression in astrocytes cultured on hydrogel blends, with some hydrogel compositions demonstrating no significant increase in GFAP expression compared to astrocytes cultured on glass. Thus, alginate/chitosan/genipin hydrogel composites show promise as scaffolds that regulate astrocyte behavior and for the prevention of Ca(2+)-related secondary neuron damage during acute SCI.


Assuntos
Cálcio/química , Hidrogel de Polietilenoglicol-Dimetacrilato/uso terapêutico , Traumatismos da Medula Espinal/tratamento farmacológico , Ácidos/química , Temperatura Alta , Humanos , Umidade , Injeções , Nanosferas/ultraestrutura , Refratometria , Dióxido de Silício/química , Fatores de Tempo , Água/química
17.
ACS Appl Mater Interfaces ; 5(20): 10173-84, 2013 Oct 23.
Artigo em Inglês | MEDLINE | ID: mdl-24063250

RESUMO

In this study, we created a new method of electrospinning capable of controlling the surface structure of individual fibers (fiber nanotopography). The nanotopographical features were created by a phase separation in the fibers as they formed. To control the phase separation, a nonsolvent (a chemical insoluble with the polymer) was added to an electrospinning solution containing poly-l-lactic acid (PLLA) and chloroform. The nanotopography of electrospun fibers in the PLLA/chloroform solution was smooth. However, adding a small weight (<2% of total solution) of a single nonsolvent (water, ethanol, or dimethyl sulfoxide) generated nanoscale depressions on the surface of the fibers unique to the nonsolvent added. Additionally, nanoscale depressions on electrospun fibers were observed to change with dimethyl sulfoxide (DMSO) concentration in the PLLA/chloroform solution. A nonlinear relationship was found between the concentration of DMSO and the number and size of nanotopographical features. The surface depressions did not alter the hydrophobicity of the scaffold or degradation of the scaffold over a two-day period. To determine if fiber nanotopography altered cell behavior, macrophages (RAW 264.7 cells) were cultured on fibers with a smooth nanotopography or fibers with nanoscale depressions. RAW 264.7 cells spread less on fibers with nanoscale depressions than fibers with a smooth topography (p<0.05), but there were no differences between groups with regard to cell metabolism or the number of adherent cells. The results of this study demonstrate the necessity to consider the nanotopography of individual fibers as these features may affect cellular behavior. More importantly, we demonstrate a versatile method of controlling electrospun fiber nanotopography.


Assuntos
Ácido Láctico/química , Nanotecnologia , Polímeros/química , Animais , Adesão Celular/efeitos dos fármacos , Linhagem Celular , Clorofórmio/química , Dimetil Sulfóxido/química , Interações Hidrofóbicas e Hidrofílicas , Ácido Láctico/farmacologia , Camundongos , Poliésteres , Polímeros/farmacologia , Propriedades de Superfície
18.
Methods Mol Biol ; 1046: 371-88, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23868601

RESUMO

It has become increasingly clear that the cellular microenvironment, in particular the extracellular matrix, plays an important role in regulating cell function. However, the extracellular matrix is extraordinarily complex in both its makeup and its physical properties. Therefore, there is a need to develop model systems to independently evaluate the effect of specific extracellular matrix features upon cells. Here we describe a model system to evaluate one aspect of the extracellular matrix, its fibrous topology. We describe how to generate bio-mimetic nanofibers by electrospinning, how to grow cells on these fibers, and also some methods for fixing and visualizing cells grown on these fibers. These methods can be used to investigate a wide range of biological questions, including, but not limited to, cell-extracellular matrix adhesion and cell motility on extracellular matrix.


Assuntos
Adesão Celular/genética , Junções Célula-Matriz/genética , Biologia Molecular/métodos , Nanofibras/química , Movimento Celular/genética , Células Cultivadas , Microambiente Celular , Matriz Extracelular/química , Matriz Extracelular/genética , Humanos , Engenharia Tecidual/métodos , Alicerces Teciduais
19.
J Neural Eng ; 8(4): 046026, 2011 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-21730749

RESUMO

Following central nervous system (CNS) injury, activated astrocytes form a glial scar that inhibits the migration of axons ultimately leading to regeneration failure. Biomaterials developed for CNS repair can provide local delivery of therapeutics and/or guidance mechanisms to encourage cell migration into damaged regions of the brain or spinal cord. Electrospun fibers are a promising type of biomaterial for CNS injury since these fibers can direct cellular and axonal migration while slowly delivering therapy to the injury site. In this study, it was hypothesized that inclusion of an anti-metabolite, 6-aminonicotinamide (6AN), within poly-l-lactic acid electrospun fibers could attenuate astrocyte metabolic activity while still directing axonal outgrowth. Electrospinning parameters were varied to produce highly aligned electrospun fibers that contained 10% or 20% (w/w) 6AN. 6AN release from the fiber substrates occurred continuously over 2 weeks. Astrocytes placed onto drug-releasing fibers were less active than those cultured on scaffolds without 6AN. Dorsal root ganglia placed onto control and drug-releasing scaffolds were able to direct neurites along the aligned fibers. However, neurite outgrowth was stunted by fibers that contained 20% 6AN. These results show that 6AN release from aligned, electrospun fibers can decrease astrocyte activity while still directing axonal outgrowth.


Assuntos
6-Aminonicotinamida/farmacologia , Astrócitos/efeitos dos fármacos , Astrócitos/metabolismo , Gânglios Espinais/metabolismo , Neuritos/metabolismo , 6-Aminonicotinamida/administração & dosagem , Animais , Materiais Biocompatíveis , Embrião de Galinha , Corantes , Preparações de Ação Retardada , Excipientes , Gânglios Espinais/citologia , Gânglios Espinais/efeitos dos fármacos , Imuno-Histoquímica , Ácido Láctico , Microscopia Eletrônica de Varredura , Nanoestruturas , Nanotecnologia , Regeneração Nervosa , Neuritos/efeitos dos fármacos , Neuritos/ultraestrutura , Técnicas de Cultura de Órgãos , Ácido Poliglicólico , Copolímero de Ácido Poliláctico e Ácido Poliglicólico , Compostos de Espiro
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