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1.
bioRxiv ; 2024 Sep 03.
Article in English | MEDLINE | ID: mdl-38645049

ABSTRACT

Simulations are an essential tool in all areas of population genetic research, used in tasks such as the validation of theoretical analysis and the study of complex evolutionary models. Forward-in-time simulations are especially flexible, allowing for various types of natural selection, complex genetic architectures, and non-Wright-Fisher dynamics. However, their intense computational requirements can be prohibitive to simulating large populations and genomes. A popular method to alleviate this burden is to scale down the population size by some scaling factor while scaling up the mutation rate, selection coefficients, and recombination rate by the same factor. However, this rescaling approach may in some cases bias simulation results. To investigate the manner and degree to which rescaling impacts simulation outcomes, we carried out simulations with different demographic histories and distributions of fitness effects using several values of the rescaling factor, Q , and compared the deviation of key outcomes (fixation times, allele frequencies, linkage disequilibrium, and the fraction of mutations that fix during the simulation) between the scaled and unscaled simulations. Our results indicate that scaling introduces substantial biases to each of these measured outcomes, even at small values of Q . Moreover, the nature of these effects depends on the evolutionary model and scaling factor being examined. While increasing the scaling factor tends to increase the observed biases, this relationship is not always straightforward, thus it may be difficult to know the impact of scaling on simulation outcomes a priori. However, it appears that for most models, only a small number of replicates was needed to accurately quantify the bias produced by rescaling for a given Q . In summary, while rescaling forward-in-time simulations may be necessary in many cases, researchers should be aware of the rescaling procedure's impact on simulation outcomes and consider investigating its magnitude in smaller scale simulations of the desired model(s) before selecting an appropriate value of Q .

2.
Curr Res Toxicol ; 4: 100107, 2023.
Article in English | MEDLINE | ID: mdl-37332622

ABSTRACT

A growing public health concern, chronic Diesel Exhaust Particle (DEP) exposure is a heavy risk factor for the development of neurodegenerative diseases like Alzheimer's (AD). Considered the brain's first line of defense, the Blood-Brain Barrier (BBB) and perivascular microglia work in tandem to protect the brain from circulating neurotoxic molecules like DEP. Importantly, there is a strong association between AD and BBB dysfunction, particularly in the Aß transporter and multidrug resistant pump, P-glycoprotein (P-gp). However, the response of this efflux transporter is not well understood in the context of environmental exposures, such as to DEP. Moreover, microglia are seldom included in in vitro BBB models, despite their significance in neurovascular health and disease. Therefore, the goal of this study was to evaluate the effect of acute (24 hr.) DEP exposure (2000 µg/ml) on P-gp expression and function, paracellular permeability, and inflammation profiles of the human in vitro BBB model (hCMEC/D3) with and without microglia (hMC3). Our results suggested that DEP exposure can decrease both the expression and function of P-gp in the BBB, and corroborated that DEP exposure impairs BBB integrity (i.e. increased permeability), a response that was significantly worsened by the influence of microglia in co-culture. Interestingly, DEP exposure seemed to produce atypical inflammation profiles and an unexpected general downregulation in inflammatory markers in both the monoculture and co-culture, which differentially expressed IL-1ß and GM-CSF. Interestingly, the microglia in co-culture did not appear to influence the response of the BBB, save in the permeability assay, where it worsened the BBB's response. Overall, our study is important because it is the first (to our knowledge) to investigate the effect of acute DEP exposure on P-gp in the in vitro human BBB, while also investigating the influence of microglia on the BBB's responses to this environmental chemical.

3.
Toxicology ; 454: 152748, 2021 04 30.
Article in English | MEDLINE | ID: mdl-33727093

ABSTRACT

Exposure to combustion-derived particulate matter (PM) such as diesel exhaust particles (DEP) is a public health concern because people in urban areas are continuously exposed, and once inhaled, fine and ultrafine DEP may reach the brain. The blood-brain barrier (BBB) endothelial cells (EC) and the perivascular microglia protect the brain from circulating pathogens and neurotoxic molecules like DEP. While the BBB-microglial interaction is critical for maintaining homeostasis, no study has previously evaluated the endothelial-microglial interaction nor comprehensively characterized these cells' inflammatory marker profiles under ultrafine DEP exposures in vitro. Therefore, the goal of this study was to investigate the in vitro rat EC-microglial co-culture under acute (24 h.) exposure to ultrafine DEP (0.002-20 µg/mL), by evaluating key mechanisms associated with PM toxicity: lactate dehydrogenase (LDH) leakage, reactive oxygen species (ROS) generation, cell metabolic activity (CMA) changes, and production of 27 inflammatory markers. These parameters were also evaluated in rat microglial and endothelial monocultures to determine whether the EC-microglial co-culture responded differently than the cerebrovasculature and microglia alone. While results indicated that ultrafine DEP exposure caused concentration-dependent increases in LDH leakage and ROS production in all groups, as expected, exposure also caused mixed responses in CMA and atypical cytokine/chemokine profiles in all groups, which was not expected. The inflammation assay results further suggested that the microglia were not classically activated under this exposure scenario, despite previous in vitro studies showing microglial activation (priming) at similar concentrations of ultrafine DEP. Additionally, compared to the cerebrovasculature alone, the EC-microglia interaction in the co-culture did not appear to cause changes in any parameter save in pro-inflammatory marker production, where the interaction appeared to cause an overall downregulation in cytokine/chemokine levels after ultrafine DEP exposure. Finally, to our knowledge, this is the first study to evaluate the influence of microglia on the BBB's ultrafine DEP-induced cytotoxic and inflammatory responses, which are heavily implicated in the pathogenesis of PM-related cerebrovascular dysfunction and neurodegeneration.


Subject(s)
Endothelial Cells/metabolism , Inflammation/etiology , Microglia/metabolism , Particulate Matter/toxicity , Vehicle Emissions/toxicity , Animals , Blood-Brain Barrier/drug effects , Cells, Cultured , Coculture Techniques , Inflammation/pathology , Particle Size , Rats , Reactive Oxygen Species/metabolism
4.
Toxicol In Vitro ; 56: 1-9, 2019 Apr.
Article in English | MEDLINE | ID: mdl-30594524

ABSTRACT

The lung has been recognized as one of the main target organs for nanoparticles (NPs) exposure. Cellular uptake of nanoparticles into pulmonary components has been routinely evaluated in the conventional monoculture format, which lacks relevant cell to cell communications and interactions that are vital in the physiological environment. A more physiologically relevant co-culture model has thus been developed and described here to study the translocation of NPs across human airway barrier. The model consists of human bronchial epithelial cells (Calu-3), endothelial cells (EA.hy926) and macrophage-like cells (differentiated Thp-1) in a two-chamber system. Silver nanoparticles (AgNPs) coated with tannic acid were used as an example nanoparticle. These AgNPs were applied to the co-culture system where their movement and resultant toxicity were monitored. Cellular uptake and translocation of AgNPs through the modeled barrier were confirmed using analytical methods. Mild cytotoxicity at the given dosage levels was also observed, accompanied by reduced secretion of interleukin-6 (IL-6), interleukin-8 (IL-8), and tumor necrosis factor-alpha (TNF-α). This human airway model provides researchers with an alternative method for the quantitative evaluation of uptake, translocation and toxicity of aerosol contaminants or nano-sized drug delivery systems in a more relevant in vitro format.


Subject(s)
Metal Nanoparticles/toxicity , Silver/toxicity , Cell Line , Cell Survival/drug effects , Coculture Techniques , Cytokines/metabolism , Drug Evaluation, Preclinical/methods , Endothelial Cells/drug effects , Endothelial Cells/metabolism , Epithelial Cells/drug effects , Epithelial Cells/metabolism , Humans , Macrophages/drug effects , Macrophages/metabolism , Respiratory System/cytology , Toxicity Tests/methods
5.
Food Chem Toxicol ; 125: 217-224, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30584904

ABSTRACT

Ox66™ is a novel solid state oxygenating compound. In order to support the use of Ox66™ as a potential oxygenating supplement to injured cells, this study evaluated the safety of Ox66™, its ability to withstand the conditions in the digestive tract, and its potential to increase oxygenation in the mesentery in rats. The toxicity of Ox66™ was evaluated by performing acute (10-day) and chronic (90-day) feeding studies on rats, the stability of the compound in the digestive tract was evaluated via ex vivo simulated digestion and subsequent CFDA viability assay on gut epithelial cells, and its capacity for oxygenation in the mesenteric microcirculation was determined by interstitial fluid pressure (PISF) O2 measurements upon injection into the small intestine of rats. No toxicity was found associated with acute or chronic oral administration of the compound in rats, and the compound was able to withstand the environment of the digestive tract in vitro. Based on the acute animal feeding study, the NOAEL was considered to be 1000 mg/kg/day. This proof-of-concept study further demonstrates the potential of Ox66™ to function as an oxygenating supplement that might be useful for treating either pathological hypoxic-related conditions or to improve oxygenation levels during or after exercise under healthy conditions.


Subject(s)
Oxygen/chemistry , Oxygen/toxicity , Administration, Oral , Aluminum Hydroxide/administration & dosage , Aluminum Hydroxide/chemistry , Aluminum Hydroxide/toxicity , Animals , Caco-2 Cells , Drug Carriers , Female , Humans , Male , Mesentery/blood supply , Microcirculation/drug effects , Oxygen/administration & dosage , Rats, Sprague-Dawley
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