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Alternative Approach to Dose-Response Modeling of Toxicogenomic Data with an Application in Risk Assessment of Engineered NanomaterialsDavidson, Sarah E. 04 October 2021 (has links)
No description available.
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Avaliações toxicológicas das alterações genotóxicas e epigenóticas induzidas por Aroclor 1254 em testículo, espermatozóides, fígado e rim de camundongos / Toxicological assessments of genotoxic and epigenetic changes induced by Aroclor 1254 in testis, sperm, liver and kidney of miceMoreno, João Manuel Lopes 08 February 2018 (has links)
As bifenilas policloradas (PCBs) são um grupo de compostos hidrocarbonetos halogenados aromáticos, bioacumulativos em organismos vivos e persistente no ambiente. Além da atividade disruptora endócrina, os PCBs podem aumentar os níveis de espécies reativas de oxigênio (ROS), levando ao estresse oxidativo e alteração da metilação de DNA que são fatores importantes nas etiologias da hepatotoxicidade, infertilidade masculina e doença renal. Estes agentes tóxicos podem causar disfunção mitocondrial e distúrbios que afetam a produção de ATP, ROS e morte celular, ocasionando danos à saúde humana. O presente trabalho tem como objetivo investigar possíveis alterações genotóxicas e epigenéticas causadas pelo aroclor 1254 em fígado, rim e testículo, além de verificar a indução de estresse oxidativo e disrupção dos metabólitos intermediários do ciclo de Krebs nos referidos tecidos. Camundongos machos C57/BL6 foram expostos ao Aroclor 1254 em diferentes doses (5, 50, 500 e 1000 ug/kg) por gavagem, uma vez a cada três dias, durante 50 dias. Após a exposição, os animais foram eutanasiados, os órgãos coletados e espermatozoides obtidos a partir dos epidídimos. A peroxidação lipídica em plasma e tecidos foi avaliada pela quantificação de malonaldeído (MDA) por HPLC/DAD. Os níveis de intermediários da via glicolítica, do ciclo de Krebs, de alguns nucleotídeos e aminoácidos, marcas epigenéticas (5-mC e 5-hmC) e adutos de DNA (8-oxodG e CEdG) foram quantificados por HPLC-ESI-MS/MS. A abordagem de benchmark dose (BMD) foi utilizada para a modelagem dose resposta. Após exposição, não foram observadas diferenças significativas da variação da massa corporal, e a razão do peso testicular, fígado e rim por massa corporal. No tecido hepático, foi observado aumento da peroxidação lipídica. Houve redução significativa dos níveis de ATP, ADP, razão NADP+/NADPH, piruvato, malato, fumarato e glutamato. Observou-se redução significativa dos níveis de 5-mC e 5-hmC no DNA nuclear (nDNA), enquanto não foram observadas alterações dos níveis dos adutos. Em DNA mitocondrial (mtDNA) não foram observadas alterações nas marcas epigenéticas, no entanto foi obtido aumento significativo no aduto 8-oxodG após exposição ao Aroclor 1254. No tecido renal foi observado aumento significativo de MDA. Houve aumento significativo dos níveis de lactato e malato e reduções de ATP, ADP, glutamina, NAD+. Foi observada a hipohidroximetilação do mtDNA. As marcas 5-mC de mtDNA, 5mC de nDNA e adutos de DNA nuclear e mitocondrial não apresentaram diferenças após exposição a PCBs. Nos testículos foi verificada redução significativa dos níveis de glutamato, malato, succinato, fumarato e razão NADH/NAD+, hipohidroximetilção em mtDNA e hipermetilação em nDNA. Não foram observadas alterações de 5-mC em mtDNA e 5hmC em nDNA. Não foram verificadas alterações dos níveis de MDA e adutos em nDNA. Adicionando, foi observada redução dos níveis de 5-mC em DNA global de espermatozoide. Os limites inferiores do intervalo de confiança da BMD foram estimados para que estes marcadores possam ser usados na avaliação de riscos de PCBs. Os dados obtidos apontam o Aroclor 1254 como indutor de alterações do metabolismo intermediário, das marcas epigenéticas e estresse oxidativo. Essas alterações podem afetar vias celulares, levando à morte ou transformação, e aumentando o risco de doenças. / Polychlorinated biphenyls (PCBs) are a group of aromatic halogenated hydrocarbon compounds, which bioaccumulate in living organisms and is persistent in the environment. Besides their endocrine disrupting activity, PCBs may increase the levels of reactive oxygen species (ROS), leading to oxidative stress and alter DNA methylation that are important factors in the etiology of liver toxicity, male infertility, and kidney disease. These toxic agents can cause mitochondrial dysfunction and disorders that affect the production of ATP, ROS and cell death, thereby leading to health-related problems. The present work aimed at investigating possible genotoxic and epigenetic changes caused by aroclor 1254 in the liver, kidney and testis, as well as determine the induction of oxidative stress and disruption of intermediate metabolites in these tissues. Male C57/BL6 mice were exposed to Aroclor 1254 at different doses (5, 50, 500 and 1000 µg/kg) by gavage, once every three days, for 50 days. After the exposure period, the animals were euthanized, organs collected, and sperms obtained from the epididymis. Lipid peroxidation in plasma and tissues was determined by quantification of malonaldehyde (MDA) using HPLC/DAD. The levels of intermediate metabolites, epigenetic marks (5-mC and 5-hmC) and DNA adducts (8-oxodG and CEdG) were quantified by HPLC-ESI-MS/MS. The Benchmark dose approach (BMD) was used for dose response modeling. No significant differences in body weight variation, testicular, liver and kidney weight to body weight ratio were observed after exposure. However, in hepatic tissues, an increase in lipid peroxidation was observed. There were significant decreases in the intermediate metabolites including the levels of ATP, ADP, pyruvate, NADP+/NADPH ratio, malate and fumarate, as well as glutamate. Significant reduction of 5-mC and 5-hmC levels in nuclear DNA (nDNA) were observed, whereas no changes were observed in DNA adducts. The epigenetic marks in mitochondrial DNA (mtDNA) were not changed; however, a significant increase was observed in 8-oxodG adduct after exposure to Aroclor 1254. In renal tissues, data showed a significant increase in MDA, while for the intermediate metabolites, the levels of lactate and malate were significantly elevated, whereas significant reductions were recorded for ATP, ADP, glutamine, and NAD+. Hypohydroxymethylation was observed in mtDNA. The 5-mC of mtDNA, 5mC of nDNA and nuclear and mtDNA adducts did not show differences after PCBs exposure. For the testicles, significant reductions in the levels of glutamate, malate, succinate, fumarate and NADH/NAD+ ratio were observed. The PCBs also induced hypohydroxymethylation in mtDNA and hypermethylation in nDNA, but there were no changes of 5-mC in mtDNA and 5-hmC in nDNA. A reduction of nDNA adducts 8-oxodG was observed. No changes were observed in the level of MDA and DNA adducts of nDNA. However, after PCBs exposure there was a significant decrease of 5-mC in global DNA of spermatozoa. The lower bound confidence interval on BMD, which were estimated for these markers can be used in the risk assessment of PCBs. Collectively, the data obtained in this study indicate that Aroclor 1254 induces alteration of intermediate metabolites, epigenetic marks and oxidative stress. These changes can adversely affect cells and cellular pathways, therefore increase the risk of cell death or transformation.
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Avaliações toxicológicas das alterações genotóxicas e epigenóticas induzidas por Aroclor 1254 em testículo, espermatozóides, fígado e rim de camundongos / Toxicological assessments of genotoxic and epigenetic changes induced by Aroclor 1254 in testis, sperm, liver and kidney of miceJoão Manuel Lopes Moreno 08 February 2018 (has links)
As bifenilas policloradas (PCBs) são um grupo de compostos hidrocarbonetos halogenados aromáticos, bioacumulativos em organismos vivos e persistente no ambiente. Além da atividade disruptora endócrina, os PCBs podem aumentar os níveis de espécies reativas de oxigênio (ROS), levando ao estresse oxidativo e alteração da metilação de DNA que são fatores importantes nas etiologias da hepatotoxicidade, infertilidade masculina e doença renal. Estes agentes tóxicos podem causar disfunção mitocondrial e distúrbios que afetam a produção de ATP, ROS e morte celular, ocasionando danos à saúde humana. O presente trabalho tem como objetivo investigar possíveis alterações genotóxicas e epigenéticas causadas pelo aroclor 1254 em fígado, rim e testículo, além de verificar a indução de estresse oxidativo e disrupção dos metabólitos intermediários do ciclo de Krebs nos referidos tecidos. Camundongos machos C57/BL6 foram expostos ao Aroclor 1254 em diferentes doses (5, 50, 500 e 1000 ug/kg) por gavagem, uma vez a cada três dias, durante 50 dias. Após a exposição, os animais foram eutanasiados, os órgãos coletados e espermatozoides obtidos a partir dos epidídimos. A peroxidação lipídica em plasma e tecidos foi avaliada pela quantificação de malonaldeído (MDA) por HPLC/DAD. Os níveis de intermediários da via glicolítica, do ciclo de Krebs, de alguns nucleotídeos e aminoácidos, marcas epigenéticas (5-mC e 5-hmC) e adutos de DNA (8-oxodG e CEdG) foram quantificados por HPLC-ESI-MS/MS. A abordagem de benchmark dose (BMD) foi utilizada para a modelagem dose resposta. Após exposição, não foram observadas diferenças significativas da variação da massa corporal, e a razão do peso testicular, fígado e rim por massa corporal. No tecido hepático, foi observado aumento da peroxidação lipídica. Houve redução significativa dos níveis de ATP, ADP, razão NADP+/NADPH, piruvato, malato, fumarato e glutamato. Observou-se redução significativa dos níveis de 5-mC e 5-hmC no DNA nuclear (nDNA), enquanto não foram observadas alterações dos níveis dos adutos. Em DNA mitocondrial (mtDNA) não foram observadas alterações nas marcas epigenéticas, no entanto foi obtido aumento significativo no aduto 8-oxodG após exposição ao Aroclor 1254. No tecido renal foi observado aumento significativo de MDA. Houve aumento significativo dos níveis de lactato e malato e reduções de ATP, ADP, glutamina, NAD+. Foi observada a hipohidroximetilação do mtDNA. As marcas 5-mC de mtDNA, 5mC de nDNA e adutos de DNA nuclear e mitocondrial não apresentaram diferenças após exposição a PCBs. Nos testículos foi verificada redução significativa dos níveis de glutamato, malato, succinato, fumarato e razão NADH/NAD+, hipohidroximetilção em mtDNA e hipermetilação em nDNA. Não foram observadas alterações de 5-mC em mtDNA e 5hmC em nDNA. Não foram verificadas alterações dos níveis de MDA e adutos em nDNA. Adicionando, foi observada redução dos níveis de 5-mC em DNA global de espermatozoide. Os limites inferiores do intervalo de confiança da BMD foram estimados para que estes marcadores possam ser usados na avaliação de riscos de PCBs. Os dados obtidos apontam o Aroclor 1254 como indutor de alterações do metabolismo intermediário, das marcas epigenéticas e estresse oxidativo. Essas alterações podem afetar vias celulares, levando à morte ou transformação, e aumentando o risco de doenças. / Polychlorinated biphenyls (PCBs) are a group of aromatic halogenated hydrocarbon compounds, which bioaccumulate in living organisms and is persistent in the environment. Besides their endocrine disrupting activity, PCBs may increase the levels of reactive oxygen species (ROS), leading to oxidative stress and alter DNA methylation that are important factors in the etiology of liver toxicity, male infertility, and kidney disease. These toxic agents can cause mitochondrial dysfunction and disorders that affect the production of ATP, ROS and cell death, thereby leading to health-related problems. The present work aimed at investigating possible genotoxic and epigenetic changes caused by aroclor 1254 in the liver, kidney and testis, as well as determine the induction of oxidative stress and disruption of intermediate metabolites in these tissues. Male C57/BL6 mice were exposed to Aroclor 1254 at different doses (5, 50, 500 and 1000 µg/kg) by gavage, once every three days, for 50 days. After the exposure period, the animals were euthanized, organs collected, and sperms obtained from the epididymis. Lipid peroxidation in plasma and tissues was determined by quantification of malonaldehyde (MDA) using HPLC/DAD. The levels of intermediate metabolites, epigenetic marks (5-mC and 5-hmC) and DNA adducts (8-oxodG and CEdG) were quantified by HPLC-ESI-MS/MS. The Benchmark dose approach (BMD) was used for dose response modeling. No significant differences in body weight variation, testicular, liver and kidney weight to body weight ratio were observed after exposure. However, in hepatic tissues, an increase in lipid peroxidation was observed. There were significant decreases in the intermediate metabolites including the levels of ATP, ADP, pyruvate, NADP+/NADPH ratio, malate and fumarate, as well as glutamate. Significant reduction of 5-mC and 5-hmC levels in nuclear DNA (nDNA) were observed, whereas no changes were observed in DNA adducts. The epigenetic marks in mitochondrial DNA (mtDNA) were not changed; however, a significant increase was observed in 8-oxodG adduct after exposure to Aroclor 1254. In renal tissues, data showed a significant increase in MDA, while for the intermediate metabolites, the levels of lactate and malate were significantly elevated, whereas significant reductions were recorded for ATP, ADP, glutamine, and NAD+. Hypohydroxymethylation was observed in mtDNA. The 5-mC of mtDNA, 5mC of nDNA and nuclear and mtDNA adducts did not show differences after PCBs exposure. For the testicles, significant reductions in the levels of glutamate, malate, succinate, fumarate and NADH/NAD+ ratio were observed. The PCBs also induced hypohydroxymethylation in mtDNA and hypermethylation in nDNA, but there were no changes of 5-mC in mtDNA and 5-hmC in nDNA. A reduction of nDNA adducts 8-oxodG was observed. No changes were observed in the level of MDA and DNA adducts of nDNA. However, after PCBs exposure there was a significant decrease of 5-mC in global DNA of spermatozoa. The lower bound confidence interval on BMD, which were estimated for these markers can be used in the risk assessment of PCBs. Collectively, the data obtained in this study indicate that Aroclor 1254 induces alteration of intermediate metabolites, epigenetic marks and oxidative stress. These changes can adversely affect cells and cellular pathways, therefore increase the risk of cell death or transformation.
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Bayesian and Frequentist Approaches for the Analysis of Multiple Endpoints Data Resulting from Exposure to Multiple Health Stressors.Nyirabahizi, Epiphanie 08 March 2010 (has links)
In risk analysis, Benchmark dose (BMD)methodology is used to quantify the risk associated with exposure to stressors such as environmental chemicals. It consists of fitting a mathematical model to the exposure data and the BMD is the dose expected to result in a pre-specified response or benchmark response (BMR). Most available exposure data are from single chemical exposure, but living objects are exposed to multiple sources of hazards. Furthermore, in some studies, researchers may observe multiple endpoints on one subject. Statistical approaches to address multiple endpoints problem can be partitioned into a dimension reduction group and a dimension preservative group. Composite scores using desirability function is used, as a dimension reduction method, to evaluate neurotoxicity effects of a mixture of five organophosphate pesticides (OP) at a fixed mixing ratio ray, and five endpoints were observed. Then, a Bayesian hierarchical model approach, as a single unifying dimension preservative method is introduced to evaluate the risk associated with the exposure to mixtures chemicals. At a pre-specied vector of BMR of interest, the method estimates a tolerable area referred to as benchmark dose tolerable area (BMDTA) in multidimensional Euclidean plan. Endpoints defining the BMDTA are determined and model uncertainty and model selection problems are addressed by using the Bayesian Model Averaging (BMA) method.
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On Effective and Efficient Experimental Designs for Neurobehavioral Screening Tests: The Choice of a Testing Time for Estimating the Time of Peak EffectsToyinbo, Peter A 06 July 2004 (has links)
In its latest neurotoxicity guidelines released by the US EPA Office of Prevention, Pesticides and Toxic Substances (OPPTS) in 1998, it is recommended that in a neurobehavioral testing, at a minimum, for acute studies, observations and activity testing should be made before the initiation of exposure, at the estimated TOPE (time of peak effects) within 8 hrs of dosing, and at 7 and 14 days after dosing. It is recommended that estimation of TOPE be made by dosing pairs of rats across a range of doses and making regular observations of gait and arousal. However it is well known that TOPE may vary with end points or exposure conditions.
In order to derive quantitative safety measures such as the benchmark doses (BMD), dose-time-response modeling must be done first and a model-based estimate is then implied. In many cases, the overall BMD corresponds to a TOPE estimate. In such cases a substantial variation in the TOPE estimate in turn may result in substantial variation in BMD estimate. Therefore a reliable statistical estimate of TOPE is crucial to the correct determination of BMD.
We therefore performed simulation studies to assess the impact of the experiment-based TOPE on the statistical estimation of the true TOPE on the basis of a fitted dose-time-response model. The simulation allows for the determination of the optimal timing range for the 2nd testing.
The results indicated that given only four repeated observations, the optimal second testing time was at about midway between time zero and the true TOPE. Choosing the second testing time at the TOPE may not generate statistical estimates closer to the true TOPE.
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The Genetic Toxicity of Polycyclic Aromatic Hydrocarbons: A Cross-Tissue, Multi-Endpoint Study in the Transgenic MutaMouseLong, Alexandra January 2017 (has links)
Polycyclic aromatic hydrocarbons (PAHs) are produced via the incomplete combustion of organic matter. They are ubiquitously present in the environment, and human exposures typically involve complex PAH mixtures in complex matrices (e.g., soil, urban air). Many PAHs are genotoxic carcinogens; exposures can augment cancer risk and reliable risk assessment of PAH mixtures is a regulatory concern. There is a paucity of in vivo genotoxicity information for most PAHs and PAH mixtures. Risk assessment of PAH mixtures assumes dose addition (i.e., additive, incremental contributions from each PAH); however, there is a lack of evidence to support this assumption. This thesis assessed the in vivo genotoxicity of 9 PAHs and 6 PAH mixtures following sub-chronic oral exposure of transgenic Muta™Mouse (i.e., adduct and lacZ mutant frequency across 5 tissues). The results revealed that PAHs and PAH mixtures induce significant levels of genetic damage; the mixtures induced very high levels of damage and mutations. Differences in the nature and magnitude of the effects in individual tissues appear to be related to the processes that govern PAH metabolism and the processing of genetic damage (e.g., repair and translesion synthesis). Scrutiny of the dose addition assumption revealed more-than-additive effects in tissues proximal to the exposure route (i.e., intestine, liver), but less-than-additive effects in distal tissues (i.e., bone marrow); however, discrepancies between the experimentally-observed and predicted responses were typically small (i.e., within 5-fold). Comparisons of cross-tissue patterns in adduct and mutant frequencies revealed that the frequency of the former is generally inversely related to that of the latter. This appears to be related to the experimental design, and the influence of repair and replication on adduct and mutant frequency. The BMD approach was employed to estimate genotoxic (i.e., adduct) potency and mutagenic (i.e., lacZ mutant) potency for all agent-tissue combinations. The results demonstrate that the mutagenic potency of PAHs and PAH mixtures is empirically related to genotoxic potency; moreover, that there is cross-tissue and cross-compound congruence in the processing of PAH-induced damage. The results obtained significantly advance existing knowledge regarding the genotoxic hazards of PAHs and PAH mixtures; moreover, the empirical relationships between genetic toxicity endpoints.
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Semiparametric Bayesian Joint Modeling with Applications in Toxicological Risk AssessmentHwang, Beom Seuk 06 August 2013 (has links)
No description available.
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