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1.
Toxicol Appl Pharmacol ; 354: 24-39, 2018 09 01.
Artículo en Inglés | MEDLINE | ID: mdl-29626487

RESUMEN

Medium- to high-throughput in vitro assays that recapitulate the critical processes of nervous system development have been proposed as a means to facilitate rapid testing and identification of chemicals which may affect brain development. In vivo neurodevelopment is a complex progression of distinct cellular processes. Therefore, batteries of in vitro assays that model and quantify effects on a variety of neurodevelopmental processes have the potential to identify chemicals which may affect brain development at different developmental stages. In the present study, the results of concentration-response screening of 67 reference chemicals in a battery of high content imaging and microplate reader-based assays that evaluate neural progenitor cell proliferation, neural proginitor cell apoptosis, neurite initiation/outgrowth, neurite maturation and synaptogenesis are summarized and compared. The assay battery had a high degree of combined sensitivity (87%) for categorizing chemicals known to affect neurodevelopment as active and a moderate degree of combined specificity (71%) for categorizing chemicals not associated with affects on neurodevelopment as inactive. The combined sensitivity of the assay battery was higher compared to any individual assay while the combined specificity of the assay battery was lower compared to any individual assay. When selectivity of effects for a neurodevelopmental endpoint as compared to general cytotoxicity was taken into account, the combined sensitivity of the assay battery decreased (68%) while the combined specificity increased (93%). The identity and potency of chemicals identified as active varied across the assay battery, underscoring the need for use of a combination of diverse in vitro models to comprehensively screen chemicals and identify those which potentially affect neurodevelopment. Overall, these data indicate that a battery of assays which address many different processes in nervous system development may be used to identify potential developmental neurotoxicants and to distinguish specific from generalized cytotoxic effects with a high degree of success.


Asunto(s)
Neocórtex/efectos de los fármacos , Neurogénesis/efectos de los fármacos , Neuronas/efectos de los fármacos , Síndromes de Neurotoxicidad/etiología , Pruebas de Toxicidad , Factores de Edad , Animales , Apoptosis/efectos de los fármacos , Proliferación Celular/efectos de los fármacos , Células Cultivadas , Relación Dosis-Respuesta a Droga , Determinación de Punto Final , Ensayos Analíticos de Alto Rendimiento , Humanos , Neocórtex/crecimiento & desarrollo , Neocórtex/patología , Células-Madre Neurales/efectos de los fármacos , Células-Madre Neurales/patología , Proyección Neuronal/efectos de los fármacos , Neuronas/patología , Síndromes de Neurotoxicidad/patología , Síndromes de Neurotoxicidad/fisiopatología , Ratas , Ratas Long-Evans , Reproducibilidad de los Resultados , Medición de Riesgo
2.
Toxicol Appl Pharmacol ; 354: 3-6, 2018 09 01.
Artículo en Inglés | MEDLINE | ID: mdl-29447839

RESUMEN

This consensus statement voices the agreement of scientific stakeholders from regulatory agencies, academia and industry that a new framework needs adopting for assessment of chemicals with the potential to disrupt brain development. An increased prevalence of neurodevelopmental disorders in children has been observed that cannot solely be explained by genetics and recently pre- and postnatal exposure to environmental chemicals has been suspected as a causal factor. There is only very limited information on neurodevelopmental toxicity, leaving thousands of chemicals, that are present in the environment, with high uncertainty concerning their developmental neurotoxicity (DNT) potential. Closing this data gap with the current test guideline approach is not feasible, because the in vivo bioassays are far too resource-intensive concerning time, money and number of animals. A variety of in vitro methods are now available, that have the potential to close this data gap by permitting mode-of-action-based DNT testing employing human stem cells-derived neuronal/glial models. In vitro DNT data together with in silico approaches will in the future allow development of predictive models for DNT effects. The ultimate application goals of these new approach methods for DNT testing are their usage for different regulatory purposes.


Asunto(s)
Encéfalo/efectos de los fármacos , Neuronas/efectos de los fármacos , Síndromes de Neurotoxicidad/etiología , Pruebas de Toxicidad/normas , Toxicología/normas , Factores de Edad , Alternativas a las Pruebas en Animales/normas , Animales , Encéfalo/crecimiento & desarrollo , Encéfalo/patología , Consenso , Difusión de Innovaciones , Humanos , Neuronas/patología , Síndromes de Neurotoxicidad/patología , Síndromes de Neurotoxicidad/fisiopatología , Formulación de Políticas , Reproducibilidad de los Resultados , Medición de Riesgo , Participación de los Interesados , Pruebas de Toxicidad/métodos , Toxicología/métodos
3.
Toxicol Appl Pharmacol ; 283(1): 9-19, 2015 Feb 15.
Artículo en Inglés | MEDLINE | ID: mdl-25529470

RESUMEN

Approaches for extrapolating in vitro toxicity testing results for prediction of human in vivo outcomes are needed. The purpose of this case study was to employ in vitro toxicokinetics and PBPK modeling to perform in vitro to in vivo extrapolation (IVIVE) of lindane neurotoxicity. Lindane cell and media concentrations in vitro, together with in vitro concentration-response data for lindane effects on neuronal network firing rates, were compared to in vivo data and model simulations as an exercise in extrapolation for chemical-induced neurotoxicity in rodents and humans. Time- and concentration-dependent lindane dosimetry was determined in primary cultures of rat cortical neurons in vitro using "faux" (without electrodes) microelectrode arrays (MEAs). In vivo data were derived from literature values, and physiologically based pharmacokinetic (PBPK) modeling was used to extrapolate from rat to human. The previously determined EC50 for increased firing rates in primary cultures of cortical neurons was 0.6µg/ml. Media and cell lindane concentrations at the EC50 were 0.4µg/ml and 7.1µg/ml, respectively, and cellular lindane accumulation was time- and concentration-dependent. Rat blood and brain lindane levels during seizures were 1.7-1.9µg/ml and 5-11µg/ml, respectively. Brain lindane levels associated with seizures in rats and those predicted for humans (average=7µg/ml) by PBPK modeling were very similar to in vitro concentrations detected in cortical cells at the EC50 dose. PBPK model predictions matched literature data and timing. These findings indicate that in vitro MEA results are predictive of in vivo responses to lindane and demonstrate a successful modeling approach for IVIVE of rat and human neurotoxicity.


Asunto(s)
Hexaclorociclohexano/farmacocinética , Hexaclorociclohexano/toxicidad , Modelos Biológicos , Neurotoxinas/farmacocinética , Neurotoxinas/toxicidad , Convulsiones/inducido químicamente , Animales , Encéfalo/metabolismo , Células Cultivadas , Femenino , Hexaclorociclohexano/sangre , Humanos , Masculino , Microelectrodos , Neocórtex/citología , Neuronas/efectos de los fármacos , Neuronas/fisiología , Neurotoxinas/sangre , Ratas Long-Evans , Convulsiones/metabolismo , Toxicocinética
4.
Neurotoxicology ; 103: 256-265, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38977203

RESUMEN

The US EPA's Toxicity Forecaster (ToxCast) is a suite of high-throughput in vitro assays to screen environmental toxicants and predict potential toxicity of uncharacterized chemicals. This work examines the relevance of ToxCast assay intended gene targets to putative molecular initiating events (MIEs) of neurotoxicants. This effort is needed as there is growing interest in the regulatory and scientific communities about developing new approach methodologies (NAMs) to screen large numbers of chemicals for neurotoxicity and developmental neurotoxicity. Assay gene function (GeneCards, NCBI-PUBMED) was used to categorize gene target neural relevance (1 = neural, 2 = neural development, 3 = general cellular process, 3 A = cellular process critical during neural development, 4 = unlikely significance). Of 481 unique gene targets, 80 = category 1 (16.6 %); 16 = category 2 (3.3 %); 303 = category 3 (63.0 %); 97 = category 3 A (20.2 %); 82 = category 4 (17.0 %). A representative list of neurotoxicants (548) was researched (ex. PUBMED, PubChem) for neurotoxicity associated MIEs/Key Events (KEs). MIEs were identified for 375 compounds, whereas only KEs for 173. ToxCast gene targets associated with MIEs were primarily neurotransmitter (ex. dopaminergic, GABA)receptors and ion channels (calcium, sodium, potassium). Conversely, numerous MIEs associated with neurotoxicity were absent. Oxidative stress (OS) mechanisms were 79.1 % of KEs. In summary, 40 % of ToxCast assay gene targets are relevant to neurotoxicity mechanisms. Additional receptor and ion channel subtypes and increased OS pathway coverage are identified for potential future assay inclusion to provide more complete coverage of neural and developmental neural targets in assessing neurotoxicity.


Asunto(s)
Ensayos Analíticos de Alto Rendimiento , Síndromes de Neurotoxicidad , Ensayos Analíticos de Alto Rendimiento/métodos , Animales , Humanos , Síndromes de Neurotoxicidad/genética , Síndromes de Neurotoxicidad/etiología , Pruebas de Toxicidad/métodos , Neuronas/efectos de los fármacos , Neuronas/metabolismo
5.
Stem Cells ; 30(11): 2387-99, 2012 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-22899336

RESUMEN

Various growth factor cocktails have been used to proliferate and then differentiate human neural progenitor (NP) cells derived from embryonic stem cells (ESC) for in vitro and in vivo studies. However, the cytokine leukemia inhibitory factor (LIF) has been largely overlooked. Here, we demonstrate that LIF significantly enhanced in vitro survival and promoted differentiation of human ESC-derived NP cells. In NP cells, as well as NP-derived neurons, LIF reduced caspase-mediated apoptosis and reduced both spontaneous and H2O2-induced reactive oxygen species in culture. In vitro, NP cell proliferation and the yield of differentiated neurons were significantly higher in the presence of LIF. In NP cells, LIF enhanced cMyc phosphorylation, commonly associated with self-renewal/proliferation. Also, in differentiating NP cells LIF activated the phosphoinositide 3-kinase and signal transducer and activator of transcription 3 pathways, associated with cell survival and reduced apoptosis. When differentiated in LIF+ media, neurite outgrowth and ERK1/2 phosphorylation were potentiated together with increased expression of gp130, a component of the LIF receptor complex. NP cells, pretreated in vitro with LIF, were effective in reducing infarct volume in a model of focal ischemic stroke but LIF did not lead to significantly improved initial NP cell survival over nontreated NP cells. Our results show that LIF signaling significantly promotes human NP cell proliferation, survival, and differentiation in vitro. Activated LIF signaling should be considered in cell culture expansion systems for future human NP cell-based therapeutic transplant studies.


Asunto(s)
Células Madre Embrionarias/fisiología , Factor Inhibidor de Leucemia/fisiología , Factores de Crecimiento Nervioso/fisiología , Células-Madre Neurales/fisiología , Neuronas/fisiología , Animales , Apoptosis , Diferenciación Celular , Proliferación Celular , Supervivencia Celular , Células Cultivadas , Receptor gp130 de Citocinas/genética , Receptor gp130 de Citocinas/metabolismo , Quinasas MAP Reguladas por Señal Extracelular/metabolismo , Humanos , Infarto de la Arteria Cerebral Media/patología , Infarto de la Arteria Cerebral Media/terapia , Factor Inhibidor de Leucemia/administración & dosificación , Masculino , Ratones , Ratones Endogámicos C57BL , Factores de Crecimiento Nervioso/administración & dosificación , Células-Madre Neurales/metabolismo , Células-Madre Neurales/trasplante , Neuritas/metabolismo , Neuritas/fisiología , Neuronas/metabolismo , Fosforilación , Procesamiento Proteico-Postraduccional , Especies Reactivas de Oxígeno/metabolismo , Transducción de Señal , Activación Transcripcional
6.
Toxicol Appl Pharmacol ; 258(2): 226-36, 2012 Jan 15.
Artículo en Inglés | MEDLINE | ID: mdl-22115978

RESUMEN

Titanium dioxide nanoparticles (nano-TiO(2)) catalyze reactions under UV radiation and are hypothesized to cause phototoxicity. A human-derived line of retinal pigment epithelial cells (ARPE-19) was treated with six samples of nano-TiO(2) and exposed to UVA radiation. The TiO(2) nanoparticles were independently characterized to have mean primary particle sizes and crystal structures of 22nm anatase/rutile, 25nm anatase, 31nm anatase/rutile, 59nm anatase/rutile, 142nm anatase, and 214nm rutile. Particles were suspended in cell culture media, sonicated, and assessed for stability and aggregation by dynamic light scattering. Cells were treated with 0, 0.3, 1, 3, 10, 30, or 100µg/ml nano-TiO(2) in media for 24hrs and then exposed to UVA (2hrs, 7.53J/cm(2)) or kept in the dark. Viability was assessed 24hrs after the end of UVA exposure by microscopy with a live/dead assay (calcein-AM/propidium iodide). Exposure to higher concentrations of nano-TiO(2) with UVA lowered cell viability. The 25nm anatase and 31nm anatase/rutile were the most phototoxic (LC(50) with UVA<5µg/ml), while the 142nm anatase and 214nm rutile were the least phototoxic. An acellular assay ranked TiO(2) nanoparticles for their UVA photocatalytic reactivities. The particles were found to be capable of generating thiobarbituric acid reactive substances (TBARS) under UVA. Flow cytometry showed that nano-TiO(2) combined with UVA decreased cell viability and increased the generation of reactive oxygen species (ROS, measured by Mitosox). LC(50) values under UVA were correlated with TBARS reactivity, particle size, and surface area.


Asunto(s)
Nanopartículas del Metal/toxicidad , Especies Reactivas de Oxígeno/metabolismo , Epitelio Pigmentado de la Retina/efectos de los fármacos , Titanio/toxicidad , Rayos Ultravioleta/efectos adversos , Supervivencia Celular/efectos de los fármacos , Supervivencia Celular/efectos de la radiación , Células Cultivadas , Relación Dosis-Respuesta a Droga , Citometría de Flujo , Humanos , Concentración 50 Inhibidora , Dosificación Letal Mediana , Luz , Nanopartículas del Metal/administración & dosificación , Nanopartículas del Metal/química , Tamaño de la Partícula , Epitelio Pigmentado de la Retina/metabolismo , Epitelio Pigmentado de la Retina/efectos de la radiación , Dispersión de Radiación , Titanio/administración & dosificación , Titanio/química
7.
Toxicol Appl Pharmacol ; 256(3): 268-80, 2011 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-21354195

RESUMEN

There is a need for rapid, efficient and cost-effective alternatives to traditional in vivo developmental neurotoxicity testing. In vitro cell culture models can recapitulate many of the key cellular processes of nervous system development, including neurite outgrowth, and may be used as screening tools to identify potential developmental neurotoxicants. The present study compared primary rat cortical cultures and human embryonic stem cell-derived neural cultures in terms of: 1) reproducibility of high content image analysis based neurite outgrowth measurements, 2) dynamic range of neurite outgrowth measurements and 3) sensitivity to chemicals which have been shown to inhibit neurite outgrowth. There was a large increase in neurite outgrowth between 2 and 24h in both rat and human cultures. Image analysis data collected across multiple cultures demonstrated that neurite outgrowth measurements in rat cortical cultures were more reproducible and had higher dynamic range as compared to human neural cultures. Human neural cultures were more sensitive than rat cortical cultures to chemicals previously shown to inhibit neurite outgrowth. Parallel analysis of morphological (neurite count, neurite length) and cytotoxicity (neurons per field) measurements were used to detect selective effects on neurite outgrowth. All chemicals which inhibited neurite outgrowth in rat cortical cultures did so at concentrations which did not concurrently affect the number of neurons per field, indicating selective effects on neurite outgrowth. In contrast, more than half the chemicals which inhibited neurite outgrowth in human neural cultures did so at concentrations which concurrently decreased the number of neurons per field, indicating that effects on neurite outgrowth were secondary to cytotoxicity. Overall, these data demonstrate that the culture models performed differently in terms of reproducibility, dynamic range and sensitivity to neurite outgrowth inhibitors. While human neural cultures were more sensitive to neurite outgrowth inhibitors, they also had a lower dynamic range for detecting chemical-induced neurite outgrowth inhibition and greater variability from culture-to-culture as compared to rat primary cortical cultures.


Asunto(s)
Neuritas/efectos de los fármacos , Animales , Bioensayo , Técnicas de Cultivo de Célula , Células Cultivadas , Corteza Cerebral/citología , Corteza Cerebral/efectos de los fármacos , Relación Dosis-Respuesta a Droga , Células Madre Embrionarias/efectos de los fármacos , Células Madre Embrionarias/fisiología , Femenino , Humanos , Indoles/farmacología , Cloruro de Litio/farmacología , Maleimidas/farmacología , Compuestos de Metilmercurio/farmacología , Neuritas/fisiología , Neuronas/efectos de los fármacos , Neuronas/fisiología , Embarazo , Ratas , Ratas Long-Evans , Tretinoina/farmacología
8.
Toxicol Sci ; 180(2): 295-312, 2021 04 12.
Artículo en Inglés | MEDLINE | ID: mdl-33537736

RESUMEN

Assessment of neuroactive effects of chemicals in cell-based assays remains challenging as complex functional tissue is required for biologically relevant readouts. Recent in vitro models using rodent primary neural cultures grown on multielectrode arrays allow quantitative measurements of neural network activity suitable for neurotoxicity screening. However, robust systems for testing effects on network function in human neural models are still lacking. The increasing number of differentiation protocols for generating neurons from human-induced pluripotent stem cells (hiPSCs) holds great potential to overcome the unavailability of human primary tissue and expedite cell-based assays. Yet, the variability in neuronal activity, prolonged ontogeny and rather immature stage of most neuronal cells derived by standard differentiation techniques greatly limit their utility for screening neurotoxic effects on human neural networks. Here, we used excitatory and inhibitory neurons, separately generated by direct reprogramming from hiPSCs, together with primary human astrocytes to establish highly functional cultures with defined cell ratios. Such neuron/glia cocultures exhibited pronounced neuronal activity and robust formation of synchronized network activity on multielectrode arrays, albeit with noticeable delay compared with primary rat cortical cultures. We further investigated acute changes of network activity in human neuron/glia cocultures and rat primary cortical cultures in response to compounds with known adverse neuroactive effects, including gamma amino butyric acid receptor antagonists and multiple pesticides. Importantly, we observed largely corresponding concentration-dependent effects on multiple neural network activity metrics using both neural culture types. These results demonstrate the utility of directly converted neuronal cells from hiPSCs for functional neurotoxicity screening of environmental chemicals.


Asunto(s)
Células Madre Pluripotentes Inducidas , Roedores , Animales , Astrocitos , Diferenciación Celular , Células Cultivadas , Humanos , Neuronas , Ratas
9.
BMC Genomics ; 9: 546, 2008 Nov 18.
Artículo en Inglés | MEDLINE | ID: mdl-19017407

RESUMEN

BACKGROUND: Pyrethroids are neurotoxic pesticides that interact with membrane bound ion channels in neurons and disrupt nerve function. The purpose of this study was to characterize and explore changes in gene expression that occur in the rat frontal cortex, an area of CNS affected by pyrethroids, following an acute low-dose exposure. RESULTS: Rats were acutely exposed to either deltamethrin (0.3 - 3 mg/kg) or permethrin (1 - 100 mg/kg) followed by collection of cortical tissue at 6 hours. The doses used range from those that cause minimal signs of intoxication at the behavioral level to doses well below apparent no effect levels in the whole animal. A statistical framework based on parallel linear (SAM) and isotonic regression (PIR) methods identified 95 and 53 probe sets as dose-responsive. The PIR analysis was most sensitive for detecting transcripts with changes in expression at the NOAEL dose. A sub-set of genes (Camk1g, Ddc, Gpd3, c-fos and Egr1) was then confirmed by qRT-PCR and examined in a time course study. Changes in mRNA levels were typically less than 3-fold in magnitude across all components of the study. The responses observed are consistent with pyrethroids producing increased neuronal excitation in the cortex following a low-dose in vivo exposure. In addition, Significance Analysis of Function and Expression (SAFE) identified significantly enriched gene categories common for both pyrethroids, including some relating to branching morphogenesis. Exposure of primary cortical cell cultures to both compounds resulted in an increase (approximately 25%) in the number of neurite branch points, supporting the results of the SAFE analysis. CONCLUSION: In the present study, pyrethroids induced changes in gene expression in the frontal cortex near the threshold for decreases in ambulatory motor activity in vivo. The penalized regression methods performed similarly in detecting dose-dependent changes in gene transcription. Finally, SAFE analysis of gene expression data identified branching morphogenesis as a biological process sensitive to pyrethroids and subsequent in vitro experiments confirmed this predicted effect. The novel findings regarding pyrethroid effects on branching morphogenesis indicate these compounds may act as developmental neurotoxicants that affect normal neuronal morphology.


Asunto(s)
Lóbulo Frontal/efectos de los fármacos , Insecticidas/toxicidad , Nitrilos/toxicidad , Permetrina/toxicidad , Piretrinas/toxicidad , Transcripción Genética/efectos de los fármacos , Animales , Células Cultivadas , Relación Dosis-Respuesta a Droga , Expresión Génica/efectos de los fármacos , Modelos Lineales , Masculino , Neuritas/efectos de los fármacos , Análisis de Secuencia por Matrices de Oligonucleótidos , Ratas , Ratas Long-Evans
10.
Toxicology ; 249(2-3): 220-9, 2008 Jul 30.
Artículo en Inglés | MEDLINE | ID: mdl-18584932

RESUMEN

Cerebellar granule cells (CGC) provide a homogenous population of cells which can be used as an in vitro model for studying the cellular processes involved in the normal development of the CNS. They may also be useful for hazard identification as in vitro screens for developmental neurotoxicity. The present study examined morphologic and biochemical markers of CGC neurite outgrowth and synaptogenesis in vitro using both qualitative and quantitative approaches. CGC exhibit a rapid outgrowth of neurites over 14 days in vitro, concomitant with the expression of the synaptic protein Synapsin 1 that was observed as puncta associated with cell bodies and neurites. The expression of neurotypic proteins associated with the cytoskeleton (NF68, MAP2), growth cones (GAP-43) and the synapse (Synapsin I) present an ontogeny that reflects the morphological growth of CGC. The utility of these neurotypic proteins as biomarkers was examined by inhibiting CGC growth using pharmacologic inhibitors of PKC activity and the MAP kinase pathway. Quantitative analysis of neurite outgrowth was performed using an automated image acquisition and analysis system. Treatment of CGC with the MAP kinase pathway inhibitor U0126 significantly decreased total neurite outgrowth, while the inhibitor of classic PKC isoforms Bis I had no effect on this measure. The ontogenetic expression of neurotypic proteins was reduced after treatment with both inhibitors. In particular, Synapsin 1 and GAP-43 expression were both significantly reduced by chemical treatment. These data demonstrate that neurotypic proteins can be used as biomarkers of neuronal development in vitro, and in some cases, may detect changes that are not apparent using morphologic measures.


Asunto(s)
Proteínas del Tejido Nervioso/metabolismo , Neuronas/fisiología , Sinapsis/fisiología , Animales , Biomarcadores , Western Blotting , Proliferación Celular , Supervivencia Celular , Inhibidores Enzimáticos/farmacología , Procesamiento de Imagen Asistido por Computador , Inmunohistoquímica , Proteínas Quinasas Activadas por Mitógenos/antagonistas & inhibidores , Proteínas Quinasas Activadas por Mitógenos/metabolismo , Proteínas del Tejido Nervioso/química , Neuritas/efectos de los fármacos , Proteína Quinasa C/antagonistas & inhibidores , Proteína Quinasa C/metabolismo , Ratas , Ratas Long-Evans , Sinapsinas/biosíntesis , Tubulina (Proteína)/biosíntesis , Tubulina (Proteína)/genética
11.
Neurotoxicology ; 29(3): 361-76, 2008 May.
Artículo en Inglés | MEDLINE | ID: mdl-18403021

RESUMEN

In vitro models may be useful for the rapid toxicological screening of large numbers of chemicals for their potential to produce toxicity. Such screening could facilitate prioritization of resources needed for in vivo toxicity testing towards those chemicals most likely to result in adverse health effects. Cell cultures derived from nervous system tissue have proven to be powerful tools for elucidating cellular and molecular mechanisms of nervous system development and function, and have been used to understand the mechanism of action of neurotoxic chemicals. Recently, it has been suggested that in vitro models could be used to screen for chemical effects on critical cellular events of neurodevelopment, including differentiation and neurite growth. This review examines the use of neuronal cell cultures as an in vitro model of neurite outgrowth. Examples of the cell culture systems that are commonly used to examine the effects of chemicals on neurite outgrowth are provided, along with a description of the methods used to quantify this neurodevelopmental process in vitro. Issues relating to the relevance of the methods and models currently used to assess neurite outgrowth are discussed in the context of hazard identification and chemical screening. To demonstrate the utility of in vitro models of neurite outgrowth for the evaluation of large numbers of chemicals, efforts should be made to: (1) develop a set of reference chemicals that can be used as positive and negative controls for comparing neurite outgrowth between model systems, (2) focus on cell cultures of human origin, with emphasis on the emerging area of neural progenitor cells, and (3) use high-throughput methods to quantify endpoints of neurite outgrowth.


Asunto(s)
Neuritas/efectos de los fármacos , Neuritas/patología , Síndromes de Neurotoxicidad/patología , Línea Celular , Células Cultivadas , Humanos , Neuritas/ultraestructura , Células Madre/efectos de los fármacos , Células Madre/ultraestructura
12.
Neural Netw ; 95: 29-43, 2017 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-28850900

RESUMEN

Recordings of neural network activity in vitro are increasingly being used to assess the development of neural network activity and the effects of drugs, chemicals and disease states on neural network function. The high-content nature of the data derived from such recordings can be used to infer effects of compounds or disease states on a variety of important neural functions, including network synchrony. Historically, synchrony of networks in vitro has been assessed either by determination of correlation coefficients (e.g. Pearson's correlation), by statistics estimated from cross-correlation histograms between pairs of active electrodes, and/or by pairwise mutual information and related measures. The present study examines the application of Normalized Multiinformation (NMI) as a scalar measure of shared information content in a multivariate network that is robust with respect to changes in network size. Theoretical simulations are designed to investigate NMI as a measure of complexity and synchrony in a developing network relative to several alternative approaches. The NMI approach is applied to these simulations and also to data collected during exposure of in vitro neural networks to neuroactive compounds during the first 12 days in vitro, and compared to other common measures, including correlation coefficients and mean firing rates of neurons. NMI is shown to be more sensitive to developmental effects than first order synchronous and nonsynchronous measures of network complexity. Finally, NMI is a scalar measure of global (rather than pairwise) mutual information in a multivariate network, and hence relies on less assumptions for cross-network comparisons than historical approaches.


Asunto(s)
Análisis por Micromatrices/métodos , Redes Neurales de la Computación , Técnicas de Placa-Clamp/métodos , Potenciales de Acción , Análisis por Micromatrices/instrumentación , Microelectrodos , Neuronas/fisiología , Técnicas de Placa-Clamp/instrumentación
13.
Toxicol Sci ; 160(1): 121-135, 2017 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-28973552

RESUMEN

Less than 1% of environmental chemicals have been evaluated for developmental neurotoxicity (DNT). Current guideline DNT studies are resource intensive and not amenable to screening large numbers of compounds for hazard. As part of evaluating a battery of more rapid and scalable in vitro assays for DNT hazard, 86 compounds were screened for their ability to alter function during cortical network development. Developing rat cortical networks were treated with a concentration series (usually 0.03-30 µM) of 86 compounds, 60 of which have known in vivo DNT effects ("DNT Reference Set"). Spontaneous network activity was monitored by microelectrode array recordings over 12 days in vitro, and 17 measures of network activity and synchrony were quantified. Following recordings on days in vitro 12, in-well cell assessment of metabolic activity (Alamar blue) and total cellular content (lactase dehydrogenase) were conducted. Of the 86 compounds tested, 64 perturbed cortical network function in a concentration-dependent manner; 49 of the 60 DNT Reference Set compounds (81.7%) altered network formation. Compounds were ranked by potency (network effect EC50) and selectivity (separation of network and cell viability EC50) for hazard prioritization. Machine learning indicates a combination of an overall network activity metric with a measure of network coordination is key in distinguishing network-disruptive from benign treatments. These data demonstrate that this microelectrode array-based assay for developing cortical network function is amenable to medium-throughput evaluation of environmental substances for DNT hazard and further prioritization. For comprehensive identification of compounds of concern, this assay will be a useful component of a battery of assays targeting independent neurodevelopmental processes.


Asunto(s)
Corteza Cerebral/efectos de los fármacos , Contaminantes Ambientales/toxicidad , Red Nerviosa/efectos de los fármacos , Síndromes de Neurotoxicidad/etiología , Potenciales de Acción , Animales , Animales Recién Nacidos , Supervivencia Celular/efectos de los fármacos , Células Cultivadas , Corteza Cerebral/crecimiento & desarrollo , Corteza Cerebral/metabolismo , Relación Dosis-Respuesta a Droga , Metabolismo Energético/efectos de los fármacos , Contaminantes Ambientales/clasificación , Aprendizaje Automático , Microelectrodos , Red Nerviosa/crecimiento & desarrollo , Red Nerviosa/metabolismo , Síndromes de Neurotoxicidad/metabolismo , Síndromes de Neurotoxicidad/fisiopatología , Ratas Long-Evans , Medición de Riesgo , Factores de Tiempo , Pruebas de Toxicidad/instrumentación
14.
Neurotoxicology ; 27(1): 71-81, 2006 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-16181675

RESUMEN

Mono- and dialkyl organotin compounds are used primarily as heat stabilizers in polyvinyl chloride (PVC) plastics. Recently, monomethyltin (MMT), dimethyltin (DMT), monobutyltin (MBT), and dibutyltin (DBT) have been detected in water from homes and businesses served by PVC pipes. While trialkyl organotins such as trimethyltin (TMT) and triethyltin (TET) are well known neurotoxicants, the toxicity of the mono- and dialkyl organotins is not well described. The present study compared the cytotoxicity of organotins found in drinking water with the known neurotoxicant TMT in primary cultures of cerebellar granule cells, and examined the role of MAP kinase signaling in organotin-induced cell death. Twenty-four hour exposure to TMT resulted in a concentration-dependent decrease in cell viability with an EC(50) of 3 microM. Exposure to MMT, DMT, and MBT at concentrations up to 10 microM had no effect. DBT, however, was very potent, and decreased cell viability with an EC(50) of 0.3 microM. Staining of organotin-treated cerebellar granule cells with the nuclear dye Syto-13 revealed that TMT and DBT, but not MMT, DMT, or MBT, produced condensation and fragmentation of chromatin characteristic of apoptosis. TMT- and DBT-induced apoptosis was confirmed using TUNEL staining and measurement of PARP cleavage. Activation of MAP kinase pathways was examined after 6 h of exposure to the organotins which induced apoptosis. Both TMT and DBT activated ERK1/2, but only TMT activated the JNK/c-Jun and p38 pathways. Pharmacologic blockade of JNK/c-Jun and p38 activation significantly decreased apoptosis produced by TMT, but not by DBT. These results show that DBT is a potent neurotoxicant in vitro, but unlike TMT, does not induce cell death via activation of MAP kinase signaling.


Asunto(s)
Apoptosis , Cerebelo/efectos de los fármacos , Compuestos Orgánicos de Estaño/toxicidad , Contaminantes Químicos del Agua/toxicidad , Animales , Apoptosis/efectos de los fármacos , Supervivencia Celular/efectos de los fármacos , Células Cultivadas , Cerebelo/metabolismo , Relación Dosis-Respuesta a Droga , Inhibidores Enzimáticos/farmacología , MAP Quinasa Quinasa 4/antagonistas & inhibidores , MAP Quinasa Quinasa 4/metabolismo , Proteínas Quinasas Activadas por Mitógenos/metabolismo , Neuronas/efectos de los fármacos , Neuronas/metabolismo , Compuestos Orgánicos de Estaño/análisis , Ratas , Ratas Long-Evans , Factores de Tiempo , Compuestos de Trimetilestaño/toxicidad , Contaminantes Químicos del Agua/análisis , Abastecimiento de Agua/análisis , Proteínas Quinasas p38 Activadas por Mitógenos/antagonistas & inhibidores , Proteínas Quinasas p38 Activadas por Mitógenos/metabolismo
15.
J Biomol Screen ; 21(5): 510-9, 2016 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-27028607

RESUMEN

We examined neural network ontogeny using microelectrode array (MEA) recordings made in multiwell MEA (mwMEA) plates over the first 12 days in vitro (DIV). In primary cortical cultures, action potential spiking activity developed rapidly between DIV 5 and 12. Spiking was sporadic and unorganized at early DIV, and became progressively more organized with time, with bursting parameters, synchrony, and network bursting increasing between DIV 5 and 12. We selected 12 features to describe network activity; principal components analysis using these features demonstrated segregation of data by age at both the well and plate levels. Using random forest classifiers and support vector machines, we demonstrated that four features (coefficient of variation [CV] of within-burst interspike interval, CV of interburst interval, network spike rate, and burst rate) could predict the age of each well recording with >65% accuracy. When restricting the classification to a binary decision, accuracy improved to as high as 95%. Further, we present a novel resampling approach to determine the number of wells needed for comparing different treatments. Overall, these results demonstrate that network development on mwMEA plates is similar to development in single-well MEAs. The increased throughput of mwMEAs will facilitate screening drugs, chemicals, or disease states for effects on neurodevelopment.


Asunto(s)
Corteza Cerebelosa/crecimiento & desarrollo , Red Nerviosa/crecimiento & desarrollo , Neuronas/citología , Animales , Corteza Cerebelosa/citología , Microelectrodos , Red Nerviosa/citología , Neuronas/metabolismo , Ratas , Máquina de Vectores de Soporte
16.
Toxicol Sci ; 154(1): 126-139, 2016 11.
Artículo en Inglés | MEDLINE | ID: mdl-27492221

RESUMEN

Thousands of compounds in the environment have not been characterized for developmental neurotoxicity (DNT) hazard. To address this issue, methods to screen compounds rapidly for DNT hazard evaluation are necessary and are being developed for key neurodevelopmental processes. In order to develop an assay for network formation, this study evaluated effects of a training set of chemicals on network ontogeny by measuring spontaneous electrical activity in neural networks grown on microelectrode arrays (MEAs). Rat (0-24 h old) primary cortical cells were plated in 48 well-MEA plates and exposed to 6 compounds: acetaminophen, bisindolylmaleimide-1 (Bis-1), domoic acid, mevastatin, sodium orthovanadate, and loperamide for a period of 12 days. Spontaneous network activity was recorded on days 2, 5, 7, 9, and 12 and viability was assessed using the Cell Titer Blue assay on day 12. Network activity (e.g. mean firing rate [MFR], burst rate [BR], etc), increased between days 5 and 12. Random Forest analysis indicated that across all compounds and times, temporal correlation of firing patterns (r), MFR, BR, number of active electrodes and % of spikes in a burst were the most influential parameters in separating control from treated wells. All compounds except acetaminophen (≤ 30 µM) caused concentration-related effects on one or more of these parameters. Domoic acid and sodium orthovanadate altered several of these parameters in the absence of cytotoxicity. Although cytotoxicity was observed with Bis1, mevastatin, and loperamide, some parameters were affected by these compounds at concentrations below those resulting in cytotoxicity. These results demonstrate that this assay may be suitable for screening of compounds for DNT hazard identification.


Asunto(s)
Microelectrodos , Red Nerviosa/efectos de los fármacos , Neuronas/efectos de los fármacos , Pruebas de Toxicidad/métodos , Acetaminofén , Animales , Indoles , Ácido Kaínico/análogos & derivados , Loperamida , Lovastatina/análogos & derivados , Maleimidas , Cultivo Primario de Células , Ratas , Vanadatos
17.
Mol Brain ; 8: 10, 2015 Feb 15.
Artículo en Inglés | MEDLINE | ID: mdl-25757474

RESUMEN

BACKGROUND: Synaptogenesis is a critical neurodevelopmental process whereby pre- and postsynaptic neurons form apposed sites of contact specialized for chemical neurotransmission. Many neurodevelopmental disorders are thought to reflect altered patterns of synaptic connectivity, including imbalances between excitatory and inhibitory synapses. Developing rapid throughput approaches for assessing synaptogenesis will facilitate toxicologic and drug screening studies of neurodevelopmental disorders. The current study describes the use of high-content imaging to quantify the ontogeny of excitatory and inhibitory synapses using in vitro models of neurodevelopment. These data are compared to biochemical and functional measures of synaptogenesis. RESULTS: The ontogenetic patterns of synapse formation were compared between primary rodent hippocampal and cortical neurons over 28 days in vitro (DIV). As determined by ELISA, the increase in synaptophysin expression levels as cultures matured was similar between hippocampal and cortical cultures. High-content imaging of immunoreactivity of excitatory and inhibitory synaptic biomarkers demonstrated an overall greater number of synapses in hippocampal relative to cortical neurons with marked differences in the pattern of inhibitory synapse development between these two neuronal cell types. Functional assays revealed that both the mean firing rates and mean bursting rates were significantly increased in cortical cultures relative to hippocampal cultures. This difference may reflect decreased inhibitory synaptic tone in cortical versus hippocampal cultures. CONCLUSIONS: These data demonstrate differences and similarities in the ontogeny of synaptogenesis between hippocampal and cortical neurons, depending on the biological level examined. Assessment of synaptophysin protein levels by ELISA showed a general increase in synapse formation in both cell types with increasing time in culture, while high-content imaging was able to delineate cell type-dependent differences in formation of excitatory versus inhibitory synapses. The functional significance of differences in the balance of excitatory to inhibitory synapses was confirmed by the assessment of network activity using microelectrode arrays. These results suggest that high-content imaging and microelectrode arrays provide complementary approaches for quantitative assessment of synaptogenesis, which should provide a robust readout of toxicologic and pharmacologic effects on this critical neurodevelopmental event.


Asunto(s)
Corteza Cerebral/citología , Hipocampo/citología , Neurogénesis , Neuronas/citología , Neuronas/metabolismo , Sinapsis/metabolismo , Algoritmos , Animales , Recuento de Células , Células Cultivadas , Dendritas/metabolismo , Ensayo de Inmunoadsorción Enzimática , Femenino , Microelectrodos , Red Nerviosa/fisiología , Inhibición Neural , Ratas Sprague-Dawley , Sinaptofisina/metabolismo
18.
In Vitro Cell Dev Biol Anim ; 51(6): 612-29, 2015 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-25678462

RESUMEN

Screening for developmental neurotoxicity using in vitro, cell-based systems has been proposed as an efficient alternative to performing in vivo studies. One tool currently used for developmental neurotoxicity screening is automated high-content imaging of neuronal morphology. While high-content imaging (HCI) has been demonstrated to be useful in detection of potential developmental neurotoxicants, comparison of results between laboratories or assays can be complicated due to methodological differences. In order to determine whether high-content imaging-based developmental neurotoxicity assays can be affected by differences in media formulation, a systematic comparison of serum-supplemented (Dulbecco's modified Eagle's media (DMEM) + 10% serum) and serum-free (Neurobasal A + B27) culture media on neuronal morphology was performed using primary rat cortical neurons. Concentration-response assays for neuritogenesis, axon and dendrite outgrowth, and synaptogenesis were performed in each media type using chemicals with previously demonstrated effects. Marked qualitative and quantitative differences in the characteristics of neurons cultured in the two media types were observed, with increased neuronal growth and less basal cell death in Neurobasal A + B27. Media formulation also affected assay sensitivity and selectivity. Increases in assay sensitivity were observed in Neurobasal A + B27 media as compared to serum-supplemented DMEM. In some instances, a greater difference between effective concentrations for cell death and neurodevelopmental-specific endpoints was also observed in Neurobasal A + B27 media as compared to serum-supplemented DMEM. These data show that media formulation must be considered when comparing data for similar endpoints between studies. Neuronal culture maintained in Neurobasal A + B27 media had several features advantageous for HCI applications including less basal cell death, less cell clustering and neurite fasciculation, and a tendency towards increased sensitivity and selectivity in chemical concentration-response studies.


Asunto(s)
Forma de la Célula/efectos de los fármacos , Medios de Cultivo/farmacología , Neuronas/citología , Animales , Axones/efectos de los fármacos , Axones/metabolismo , Proliferación Celular/efectos de los fármacos , Células Cultivadas , Dendritas/efectos de los fármacos , Dendritas/metabolismo , Femenino , Neurogénesis/efectos de los fármacos , Neuronas/efectos de los fármacos , Ratas Long-Evans , Sinapsis/efectos de los fármacos , Sinapsis/metabolismo , Factores de Tiempo
19.
Toxicology ; 333: 14-24, 2015 Jul 03.
Artículo en Inglés | MEDLINE | ID: mdl-25841707

RESUMEN

High-throughput methods are useful for rapidly screening large numbers of chemicals for biological activity, including the perturbation of pathways that may lead to adverse cellular effects. In vitro assays for the key events of neurodevelopment, including apoptosis, may be used in a battery of tests for detecting chemicals that could result in developmental neurotoxicity. Apoptosis contributes to nervous system development by regulating the size of the neuroprogenitor cell pool, and the balance between cellular proliferation and apoptosis during neuroprogenitor cell proliferation helps to determine the size and shape of the nervous system. Therefore, chemicals that affect apoptosis during neuronal development can have deleterious effects on the developing brain. The present study examined the utility of a high-throughput assay to detect chemical-induced apoptosis in mouse or human neuroprogenitor cells, as well as differentiated human neurons derived from induced pluripotent stem cells. Apoptosis was assessed using an assay that measures enzymatic activity of caspase-3/7 in a rapid and cost efficient manner. The results show that all three commercially available models generated a robust source of proliferating neuroprogenitor cells, and that the assay was sensitive and reproducible when used in a multi-well plate format. There were differences in the response of rodent and human neuroprogenitor cells to a set of chemicals previously shown to induce apoptosis in vitro. Neuroprogenitor cells were more sensitive to chemical-induced apoptosis than differentiated neurons, suggesting that neuroprogenitor cells are one of the cell models that should be considered for use in a developmental neurotoxicity screening battery.


Asunto(s)
Apoptosis/efectos de los fármacos , Ensayos Analíticos de Alto Rendimiento , Células Madre Pluripotentes Inducidas/efectos de los fármacos , Células-Madre Neurales/efectos de los fármacos , Neuronas/efectos de los fármacos , Pruebas de Toxicidad/métodos , Animales , Caspasa 3/metabolismo , Caspasa 7/metabolismo , Línea Celular , Proliferación Celular/efectos de los fármacos , Supervivencia Celular/efectos de los fármacos , Relación Dosis-Respuesta a Droga , Activación Enzimática , Humanos , Células Madre Pluripotentes Inducidas/enzimología , Células Madre Pluripotentes Inducidas/patología , Ratones Endogámicos C57BL , Células-Madre Neurales/enzimología , Células-Madre Neurales/patología , Neurogénesis , Neuronas/enzimología , Neuronas/patología , Medición de Riesgo , Transducción de Señal/efectos de los fármacos , Especificidad de la Especie
20.
Neurotoxicology ; 49: 79-85, 2015 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-26027956

RESUMEN

Microelectrode array (MEA) recordings are increasingly being used as an in vitro method to detect and characterize the ability of drugs, chemicals and particles to cause neurotoxicity. While compound effects on spontaneous network activity are easily determined by MEA recordings, compound cytotoxicity is not routinely assessed, particularly within the same network from which recordings are collected. With the advent of higher-throughput 48 and 96 well MEA systems, rapid and simple methods to measure compound effects on cell health are required to facilitate efficient compound screening using MEAs. The present experiments sought to develop a multiplexed approach that allows measurement of network activity and cell health in the same MEA well. Primary cultures from rat cortex were exposed to six different compounds (glyphosate, ß-cyfluthrin, domoic acid, tributyltin, lindane and fipronil). Effects of these compounds (0.03-100 µM) on spontaneous network activity (mean firing rate; MFR), cellular metabolic activity (Cell Titer Blue™ (CTB) assay) and lactate dehydrogenase (LDH) release were determined in the same well following a 60-min exposure. Glyphosate elicited no effect on MFR, LDH release or CTB reduction. Tributyltin caused concomitant decreases in MFR and CTB reduction and increases LDH release, while domoic acid and ß-cyfluthrin decreased MFR in a concentration-dependent manner without altering either LDH release or CTB reduction. By contrast, lindane and fipronil did not alter LDH release or CTB reduction, but caused biphasic alterations in MFR, with increases in MFR at lower concentrations followed by decreases at higher concentrations. These results demonstrate a simple and rapid method for the simultaneous determination of test compound effects on spontaneous electrical activity and cell health from the same network, and will facilitate rapid screening of compounds for potential neurotoxicity.


Asunto(s)
Potenciales de Acción/efectos de los fármacos , Microelectrodos , Red Nerviosa/efectos de los fármacos , Neuronas/efectos de los fármacos , Neurotoxinas/farmacología , Animales , Animales Recién Nacidos , Supervivencia Celular/efectos de los fármacos , Células Cultivadas , Corteza Cerebelosa/citología , Relación Dosis-Respuesta a Droga , L-Lactato Deshidrogenasa/metabolismo , Ratas
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