quantitative in vitro to in vivo extrapolation (QIVIVE)

  • 文章类型: Journal Article
    芦荟大黄素,一种天然的羟基蒽醌,同时发挥不利和保护作用。这项研究旨在使用基于生理的动力学(PBK)建模促进的定量体外到体内外推(QIVIVIVE)方法,研究芦荟大黄素在使用食品补充剂和草药时对人类的这些潜在影响。为此,在大鼠和人的PBK模型中建立了芦荟大黄素,包括其活性代谢产物大黄酸,并用于转换肝毒性的体外数据。肾毒性,反应性氧化物质(ROS)的产生,和Nrf2诱导到相应的体内剂量反应曲线,通过BMD分析得出出发点(POD)。随后将得出的POD与使用食品补充剂或草药产生的估计每日摄入量(EDI)进行比较。结论是,来自食品补充剂或草药的芦荟大黄素的剂量水平不太可能引起毒性,ROS生成,或Nrf2在肝脏和肾脏激活。
    Aloe-emodin, a natural hydroxyanthraquinone, exerts both adverse and protective effects. This study aimed at investigating these potential effects of aloe-emodin in humans upon the use of food supplements and herbal medicines using a physiologically based kinetic (PBK) modeling-facilitated quantitative in vitro to in vivo extrapolation (QIVIVE) approach. For this, PBK models in rats and humans were established for aloe-emodin including its active metabolite rhein and used to convert in vitro data on hepatotoxicity, nephrotoxicity, reactive oxidative species (ROS) generation, and Nrf2 induction to corresponding in vivo dose-response curves, from which points of departure (PODs) were derived by BMD analysis. The derived PODs were subsequently compared to the estimated daily intakes (EDIs) resulting from the use of food supplements or herbal medicines. It is concluded that the dose levels of aloe-emodin from food supplements or herbal medicines are unlikely to induce toxicity, ROS generation, or Nrf2 activation in liver and kidney.
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  • 文章类型: Journal Article
    全球范围内使用有机磷农药作为农业化学品的目的是保持稳定的食品供应,虽然它们的毒性仍然是一个主要的公共卫生问题。有机磷农药暴露后急性神经毒性的常见机制是乙酰胆碱酯酶(AChE)的抑制。为了支持下一代有机磷酸酯农药引起的急性神经毒性的公共卫生风险评估,本研究采用了基于生理学的动力学(PBK)建模促进的体外定量到体内外推(QIVIVE)方法,用杀尼特硫磷(FNT)作为示例性有机磷酸酯杀虫剂。用来自计算机模拟预测和体外孵育的数据对大鼠和人PBK模型进行参数化。然后,进行基于PBK模型的QIVIVE以将从体外血液测定获得的物种特异性浓度依赖性AChE抑制转化为相应的体内剂量反应曲线。从中得出出发点(POD)。获得的大鼠和人的值与报告的未观察到的不良反应水平(NOAEL)相当。由于毒物动力学和毒物动力学的种间差异,发现人类比大鼠更容易受到急性FNT暴露引起的红细胞AChE抑制。所描述的方法充分预测FNT的毒物动力学和急性毒性,为在基于3R的化学风险评估范式中应用这种方法提供了原理证明。
    Worldwide use of organophosphate pesticides as agricultural chemicals aims to maintain a stable food supply, while their toxicity remains a major public health concern. A common mechanism of acute neurotoxicity following organophosphate pesticide exposure is the inhibition of acetylcholinesterase (AChE). To support Next Generation Risk Assessment for public health upon acute neurotoxicity induced by organophosphate pesticides, physiologically based kinetic (PBK) modeling-facilitated quantitative in vitro to in vivo extrapolation (QIVIVE) approach was employed in this study, with fenitrothion (FNT) as an exemplary organophosphate pesticide. Rat and human PBK models were parametrized with data derived from in silico predictions and in vitro incubations. Then, PBK model-based QIVIVE was performed to convert species-specific concentration-dependent AChE inhibition obtained from in vitro blood assays to corresponding in vivo dose-response curves, from which points of departure (PODs) were derived. The obtained values for rats and humans were comparable with reported no-observed-adverse-effect levels (NOAELs). Humans were found to be more susceptible than rats toward erythrocyte AChE inhibition induced by acute FNT exposure due to interspecies differences in toxicokinetics and toxicodynamics. The described approach adequately predicts toxicokinetics and acute toxicity of FNT, providing a proof-of-principle for applying this approach in a 3R-based chemical risk assessment paradigm.
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  • 文章类型: Journal Article
    当前的气候趋势可能会扩大产毒微藻和伴随的植物毒素的地理分布,使这种毒素中毒成为全球现象。在各种植物毒素中,毒素(STX)是一种神经毒素,在食用受污染的海鲜后,可能会引起哺乳动物严重的神经系统症状。为了得出口服STX引起的急性神经毒性的人类健康风险评估的出发点(POD),采用基于生理学的动力学(PBK)建模促进的体外至体内定量外推(QIVIVE)方法。大鼠PBK模型,老鼠,人类是用文献中的参数建造的,体外实验,和硅预测。通过为这三个物种建立的PBK模型,将STX的现有体外毒性数据转换为体内剂量反应曲线。和POD值从预测的曲线得出,并与报告的体内毒性数据进行比较。发现了啮齿动物和人类之间急性STX毒性的种间差异,它们似乎主要是由于毒物动力学的差异。所描述的方法导致对急性口腔STX暴露的充分预测,表明新的方法方法,当适当整合时,可用于基于3R的化学风险评估范式。
    Current climate trends are likely to expand the geographic distribution of the toxigenic microalgae and concomitant phycotoxins, making intoxications by such toxins a global phenomenon. Among various phycotoxins, saxitoxin (STX) acts as a neurotoxin that might cause severe neurological symptoms in mammals following consumptions of contaminated seafood. To derive a point of departure (POD) for human health risk assessment upon acute neurotoxicity induced by oral STX exposure, a physiologically based kinetic (PBK) modeling-facilitated quantitative in vitro to in vivo extrapolation (QIVIVE) approach was employed. The PBK models for rats, mice, and humans were built using parameters from the literature, in vitro experiments, and in silico predictions. Available in vitro toxicity data for STX were converted to in vivo dose-response curves via the PBK models established for these three species, and POD values were derived from the predicted curves and compared to reported in vivo toxicity data. Interspecies differences in acute STX toxicity between rodents and humans were found, and they appeared to be mainly due to differences in toxicokinetics. The described approach resulted in adequate predictions for acute oral STX exposure, indicating that new approach methodologies, when appropriately integrated, can be used in a 3R-based chemical risk assessment paradigm.
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  • 文章类型: Journal Article
    全氟烷基物质(PFAS)具有持久性,对人类健康构成风险。高通量筛选(HTS)基于细胞的生物测定法可以告知PFAS的风险评估,条件是可以开发定量的体外至体内外推(QIVIVE)。QIVIVE比率是人血液中的标称(Cnom)或自由溶解浓度(Cfree)与生物测定中的Cnom或Cfree的比率。考虑到人血浆和体外生物测定中PFAS的浓度可能会有所不同,我们测试了阴离子PFAS浓度依赖性地与蛋白质结合的假设,因此人血浆和生物测定之间的结合差异很大,这对QIVIVE有影响。具有C18涂层纤维的固相微萃取(SPME)用于量化四种阴离子PFAS(全氟丁酸酯(PFBA),全氟辛酸(PFOA),全氟己烷磺酸盐(PFHxS)和全氟辛烷磺酸盐(PFOS))在蛋白质和脂质的存在下,中等成分,细胞和人血浆浓度超过五个数量级。C18-SPME方法用于量化与蛋白质的非线性结合,人血浆和培养基,和分区常量到单元格。这些结合参数用于通过浓度依赖性质量平衡模型(MBM)预测细胞生物测定和人血浆中的PFAS的Cfree。该方法用报告基因测定进行了说明,该报告基因测定表明过氧化物酶体增殖物激活受体γ(PPARγ-GeneBLazer)的激活。从文献中收集职业暴露和一般人群的血浆水平。由于对蛋白质的强烈亲和力以及人类血液和生物测定法之间蛋白质含量的巨大差异,QIVEnom比率高于QIVEfree比率。对于人类健康风险评估,许多体外试验的QIVIVEfree比率需要结合起来,以涵盖所有健康相关终点.如果Cfree无法测量,它们可以用MBM和浓度依赖性分布比来估计。
    Perfluoroalkyl substances (PFAS) are persistent and pose a risk to human health. High throughput screening (HTS) cell-based bioassays may inform risk assessment of PFAS provided that quantitative in vitro to in vivo extrapolation (QIVIVE) can be developed. The QIVIVE ratio is the ratio of nominal (Cnom) or freely dissolved concentration (Cfree) in human blood to Cnom or Cfree in the bioassays. Considering that the concentrations of PFAS in human plasma and in vitro bioassays may vary by orders of magnitude, we tested the hypothesis that anionic PFAS bind to proteins concentration-dependently and therefore the binding differs substantially between human plasma and bioassays, which has an impact on QIVIVE. Solid phase microextraction (SPME) with C18-coated fibers served to quantify the Cfree of four anionic PFAS (perfluorobutanoate (PFBA), perfluorooctanoate (PFOA), perfluorohexane sulfonate (PFHxS) and perfluorooctane sulfonate (PFOS)) in the presence of proteins and lipid, medium components, cells and human plasma over five orders of magnitude in concentrations. The C18-SPME method was used to quantify the non-linear binding to proteins, human plasma and medium, and the partition constants to cells. These binding parameters were used to predict Cfree of PFAS in cell bioassays and human plasma by a concentration-dependent mass balance model (MBM). The approach was illustrated with a reporter gene assay indicating activation of the peroxisome proliferator-activated receptor gamma (PPARγ-GeneBLAzer). Blood plasma levels were collected from literature for occupational exposure and the general population. The QIVIVEnom ratios were higher than the QIVIVEfree ratios due to the strong affinity to proteins and large differences in protein contents between human blood and bioassays. For human health risk assessment, the QIVIVEfree ratios of many in vitro assays need to be combined to cover all health relevant endpoints. If Cfree cannot be measured, they can be estimated with the MBM and concentration-dependent distribution ratios.
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  • 文章类型: Journal Article
    预测人类心脏毒性的新方法方法对于支持或甚至替代基于体内的药物安全性测试是有意义的。本研究提出了一种体外计算机模拟方法,用于预测白人和中国人群中R-和S-美沙酮心脏毒性的个体间和种族间动力学变化的影响。体外心脏毒性数据,和从两种方法获得的代谢数据,使用单个人肝微粒体或重组细胞色素P450酶(rCYPs),与基于生理的动力学(PBK)模型和蒙特卡罗模拟相结合,以预测美沙酮引起的心脏毒性的个体间和种族间差异。定义了化学特异性调整因子,并将其用于得出敏感个体的剂量反应曲线。我们的模拟表明,中国人对美沙酮引起的心脏毒性更为敏感,两种美沙酮对映体的安全系数通常比高加索人的安全系数低两倍。使用微粒体的单个PBK模型和使用rCYP的PBK模型结合蒙特卡罗模拟预测了美沙酮诱导的心脏毒性的个体间和种族间差异。本研究说明了如何通过结合体外毒性和代谢数据来预测心脏毒性的个体间和种族间变化。PBK建模和蒙特卡罗模拟。该新方法可用于增强心脏安全性评估和化学品的风险评估。
    New approach methodologies predicting human cardiotoxicity are of interest to support or even replace in vivo-based drug safety testing. The present study presents an in vitro-in silico approach to predict the effect of inter-individual and inter-ethnic kinetic variations in the cardiotoxicity of R- and S-methadone in the Caucasian and the Chinese population. In vitro cardiotoxicity data, and metabolic data obtained from two approaches, using either individual human liver microsomes or recombinant cytochrome P450 enzymes (rCYPs), were integrated with physiologically based kinetic (PBK) models and Monte Carlo simulations to predict inter-individual and inter-ethnic variations in methadone-induced cardiotoxicity. Chemical specific adjustment factors were defined and used to derive dose-response curves for the sensitive individuals. Our simulations indicated that Chinese are more sensitive towards methadone-induced cardiotoxicity with Margin of Safety values being generally two-fold lower than those for Caucasians for both methadone enantiomers. Individual PBK models using microsomes and PBK models using rCYPs combined with Monte Carlo simulations predicted similar inter-individual and inter-ethnic variations in methadone-induced cardiotoxicity. The present study illustrates how inter-individual and inter-ethnic variations in cardiotoxicity can be predicted by combining in vitro toxicity and metabolic data, PBK modelling and Monte Carlo simulations. The novel methodology can be used to enhance cardiac safety evaluations and risk assessment of chemicals.
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  • 文章类型: Journal Article
    基于生理的动力学(PBK)模型可以模拟组织中化学物质随时间的浓度,而无需进行动物实验。然而,体内数据通常用于参数化PBK模型。这项研究旨在说明来自体外测定的动力学和动态读数的组合可用于参数化PBK模型,以模拟神经活性的外源性物质浓度。巴氯芬,鞘内给药治疗痉挛的药物,被用作原理证明的异种生物。使用体外血脑屏障(BBB)模型来确定模拟血浆和脑脊液浓度所需的巴氯芬的BBB通透性。个体以及成人和儿童群体中的模拟巴氯芬浓度通常落在测量的临床研究浓度的2倍以内。Further,体外微电极阵列记录用于确定巴氯芬对神经元活性(细胞信号传导)的影响。使用定量的体外-体内外推(QIVIVE)估计相应剂量的巴氯芬。QIVIVE显示,鞘内剂量比口服和静脉内剂量低4600倍,可引起相当的神经系统作用。大多数模拟剂量在给药剂量范围内。这表明PBK模型准确地预测了各种给药途径的中枢神经系统中的浓度,而无需额外的体内数据。
    Physiologically-based kinetic (PBK) models can simulate concentrations of chemicals in tissues over time without animal experiments. Nevertheless, in vivo data are often used to parameterise PBK models. This study aims to illustrate that a combination of kinetic and dynamic readouts from in vitro assays can be used to parameterise PBK models simulating neurologically-active concentrations of xenobiotics. Baclofen, an intrathecally administered drug to treat spasticity, was used as a proof-of-principle xenobiotic. An in vitro blood-brain barrier (BBB) model was used to determine the BBB permeability of baclofen needed to simulate plasma and cerebrospinal concentrations. Simulated baclofen concentrations in individuals and populations of adults and children generally fall within 2-fold of measured clinical study concentrations. Further, in vitro micro-electrode array recordings were used to determine the effect of baclofen on neuronal activity (cell signalling). Using quantitative in vitro-in vivo extrapolations (QIVIVE) corresponding doses of baclofen were estimated. QIVIVE showed that up to 4600 times lower intrathecal doses than oral and intravenous doses induce comparable neurological effects. Most simulated doses were in the range of administered doses. This show that PBK models predict concentrations in the central nervous system for various routes of administration accurately without the need for additional in vivo data.
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  • 文章类型: Journal Article
    The development of non-animal-based new approach methodologies (NAMs) for chemical risk assessment and safety evaluation is urgently needed. The aim of the present study was to investigate the applicability of an in vitro-in silico approach to predict human cardiotoxicity of the herbal alkaloid ibogaine and its metabolite noribogaine, which are promising anti-addiction drugs. Physiologically based kinetic (PBK) models were developed using in silico-derived parameters and biokinetic data obtained from in vitro liver microsomal incubations and Caco-2 transport studies. Human induced pluripotent stem cell-derived cardiomyocytes combined with a multi-electrode array (MEA) assay were used to determine in vitro concentration-dependent cardiotoxicity reflected by prolongation of field potential duration, which was subsequently translated to in vivo dose-dependent prolongation of the QTc (heart rate corrected duration from ventricular depolarization to repolarization) using PBK modeling-based reverse dosimetry. Results showed that the predictions matched well with in vivo kinetic data and QTc data for ibogaine and noribogaine available in the literature, indicating a good performance of the NAM. Benchmark dose analysis of the predicted dose response curves adequately predicted the onset of in vivo cardiotoxicity detected by QTc prolongation upon oral exposure to ibogaine and noribogaine. The present study provides an additional proof-of-principle of using PBK modeling-based reverse dosimetry as a NAM to predict human cardiotoxicity.
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  • 文章类型: Journal Article
    本研究使用基于生理的动力学(PBK)建模促进的反向剂量学预测了体内人和大鼠红细胞(RBC)乙酰胆碱酯酶(AChE)在二嗪农(DZN)暴露后的抑制作用。由于DZN及其氧代谢产物重氮酮(DZO)均能抑制AChE,在预测体内AChE抑制时,在PBK模型中加入了毒性当量因子(TEF),以结合DZN和DZO的作用.PBK模型是根据与大鼠和人的肝脏部分或血浆体外孵育的动力学常数定义的。并用于将当前研究中获得的AChE抑制的体外浓度-反应曲线转化为预测的体内剂量-反应曲线。大鼠的预测剂量-反应曲线匹配可用的体内AChE抑制数据,10%抑制的基准剂量置信下限(BMDL10值)与报告的BMDL10值一致。预测人类在AChE抑制方面比大鼠敏感6倍,主要是因为毒物动力学的种间差异。结论是,TEF编码的DZNPBK模型与体外定量到体内外推(QIVIVIVE)相结合,为预测急性口服DZN暴露后RBCAChE抑制提供了适当的方法,并且可以为风险评估中起点(POD)的推导提供替代测试策略。
    The present study predicts in vivo human and rat red blood cell (RBC) acetylcholinesterase (AChE) inhibition upon diazinon (DZN) exposure using physiological based kinetic (PBK) modelling-facilitated reverse dosimetry. Due to the fact that both DZN and its oxon metabolite diazoxon (DZO) can inhibit AChE, a toxic equivalency factor (TEF) was included in the PBK model to combine the effect of DZN and DZO when predicting in vivo AChE inhibition. The PBK models were defined based on kinetic constants derived from in vitro incubations with liver fractions or plasma of rat and human, and were used to translate in vitro concentration-response curves for AChE inhibition obtained in the current study to predicted in vivo dose-response curves. The predicted dose-response curves for rat matched available in vivo data on AChE inhibition, and the benchmark dose lower confidence limits for 10% inhibition (BMDL10 values) were in line with the reported BMDL10 values. Humans were predicted to be 6-fold more sensitive than rats in terms of AChE inhibition, mainly because of inter-species differences in toxicokinetics. It is concluded that the TEF-coded DZN PBK model combined with quantitative in vitro to in vivo extrapolation (QIVIVE) provides an adequate approach to predict RBC AChE inhibition upon acute oral DZN exposure, and can provide an alternative testing strategy for derivation of a point of departure (POD) in risk assessment.
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