用于效价比较和作用方式确定的ToxTracker剂量反应数据的定量解释

IF 2.3 4区 医学 Q3 ENVIRONMENTAL SCIENCES Environmental and Molecular Mutagenesis Pub Date : 2023-01-16 DOI:10.1002/em.22525
Lorrie Boisvert, Remco Derr, Torben Osterlund, Giel Hendriks, Inger Brandsma
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引用次数: 0

摘要

ToxTracker是一种基于体外哺乳动物干细胞的报告细胞检测方法,使用流式细胞术检测化学物质暴露后特定细胞信号通路(DNA损伤、氧化应激和/或蛋白质损伤)的激活。在这里,我们使用定量方法对历史对照数据和剂量-反应数据进行了实证分析。首先,我们分析了历史对照数据,以定义识别显著积极反应的倍增变化阈值。接下来,我们使用基准剂量(BMD)联合协变量方法对120多种化合物进行效价排序;BMD值用于比较鉴定每个报告基因中最有效的诱导剂。最后,我们使用主成分分析(PCA)来调查ToxTracker报告之间的功能和统计关系。基于所有物质的BMD结果,PCA结果表明DNA损伤(Rtkn, Bscl2)和p53 (Btg2)报告基因在功能上是互补的,表明基因毒性应激。氧化应激(Srxn1和Blvrb)和蛋白应激(Ddit3)报告基因是细胞应激的独立指标,对于使用ToxTracker试验进行毒理学分析至关重要。总体而言,多变量ToxTracker数据的剂量-反应模型可用于效价排序和作用方式确定。在未来,IVIVE(体外到体内外推法)方法可用于确定体内AED(给药等效剂量)值,该值可用于人类健康风险评估。
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Quantitative interpretation of ToxTracker dose–response data for potency comparisons and mode-of-action determination

ToxTracker is an in vitro mammalian stem cell-based reporter assay that detects activation of specific cellular signaling pathways (DNA damage, oxidative stress, and/or protein damage) upon chemical exposure using flow cytometry. Here we used quantitative methods to empirically analyze historical control data, and dose–response data across a wide range of reference chemicals. First, we analyzed historical control data to define a fold-change threshold for identification of a significant positive response. Next, we used the benchmark dose (BMD) combined-covariate approach for potency ranking of a set of more than 120 compounds; the BMD values were used for comparative identification of the most potent inducers of each reporter. Lastly, we used principal component analysis (PCA) to investigate functional and statistical relationships between the ToxTracker reporters. The PCA results, based on the BMD results for all substances, indicated that the DNA damage (Rtkn, Bscl2) and p53 (Btg2) reporters are functionally complementary and indicative of genotoxic stress. The oxidative stress (Srxn1 and Blvrb) and protein stress (Ddit3) reporters are independent indicators of cellular stress, and essential for toxicological profiling using the ToxTracker assay. Overall, dose–response modeling of multivariate ToxTracker data can be used for potency ranking and mode-of-action determination. In the future, IVIVE (in vitro to in vivo extrapolation) methods can be employed to determine in vivo AED (administered equivalent dose) values that can in turn be used for human health risk assessment.

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来源期刊
CiteScore
5.40
自引率
10.70%
发文量
52
审稿时长
12-24 weeks
期刊介绍: Environmental and Molecular Mutagenesis publishes original research manuscripts, reviews and commentaries on topics related to six general areas, with an emphasis on subject matter most suited for the readership of EMM as outlined below. The journal is intended for investigators in fields such as molecular biology, biochemistry, microbiology, genetics and epigenetics, genomics and epigenomics, cancer research, neurobiology, heritable mutation, radiation biology, toxicology, and molecular & environmental epidemiology.
期刊最新文献
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