Read-across assessment

跨读评估
  • 文章类型: Journal Article
    这项研究为阅读评估引入了一种新的概念方法,考虑结构相似的化合物组中磷酸盐化学物质之间的物种敏感性差异。二十五种有机化学物质,对数Kow为5或更小,根据乙酰胆碱酯酶(AChE)抑制作为特定的作用方式(MOA),分为三个功能组。鱼类的短期水生毒性数据(LC50),甲壳类动物,和昆虫是从美国EPA生态毒理学(ECOTOX)知识库中收集的。对多个毒性终点应用几何平均计算方法。新的跨读概念的性能指标,包括相关系数,偏见,精度,和准确性,被计算。总的来说,在两个病例研究中观察到毒性预测的高估(49.2%)略高于低估(48.4%).在案例研究I中,观察到目标化学品的预测和已知毒性值之间存在强正相关(r=0.93),而在案例研究II中,关于物种及其生态毒性的信息有限,呈中等相关性(r=0.75)。总的来说,案例研究I的偏倚和精度为0.32±0.01,而案例研究II显示为0.65±0.06;然而,相对偏差(%)从37.65%(案例研究I)增加到91.94%(案例研究II).Bland-Altman图突出了1.33(案例研究I)和1.24(案例研究II)的平均差异,分别。新的阅读概念,专注于AChE抑制和结构相似性,表现出良好的可靠性,适用性,和精度与最小的偏差。未来的研究需要评估各种类型的化学物质,不同的行动模式,功能组,毒性终点,和测试物种,以确保毒性预测的整体全面性和稳健性。
    This study introduces a novel concept approach for a read-across assessment, considering species sensitivity differences among phosphate chemicals within structurally similar compound groups. Twenty-five organic chemicals, with a log Kow of 5 or less, were categorized into three functional groups based on acetylcholinesterase (AChE) inhibition as a specific mode of action (MOA). The short-term aquatic toxicity data (LC50) for fish, crustaceans, and insects were collected from the U.S. EPA Ecotoxicology (ECOTOX) Knowledgebase. A geometric mean calculation method was applied for multiple toxic endpoints. Performance metrics for the new read-across concept, including correlation coefficient, bias, precision, and accuracy, were calculated. Overall, a slightly higher overestimation (49.2%) than underestimation (48.4%) in toxicity predictions was observed in two case studies. In Case study I, a strong positive correlation (r = 0.93) between the predicted and known toxicity values of target chemicals was observed, while in Case study II, with limited information on species and their ecotoxicity, showed a moderate correlation (r = 0.75). Overall, the bias and precision for Case study I were 0.32 ± 0.01, while Case study II showed 0.65 ± 0.06; however, the relative bias (%) increased from 37.65% (Case study I) to 91.94% (Case study II). Bland-Altman plots highlight the mean differences of 1.33 (Case study I) and 1.24 (Case study II), respectively. The new read-across concept, focusing on AChE inhibition and structural similarity, demonstrated good reliability, applicability, and accuracy with minimal bias. Future studies are needed to evaluate various types of chemical substances, diverse modes of action, functional groups, toxic endpoints, and test species to ensure overall comprehensiveness and robustness in toxicity predictions.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Case Reports
    本研究的目的是定义可用于重复剂量毒性评估的化学类别,通过根据有毒物质的结构和作用机理(MoAs)对其进行分类。溶血性贫血,通常主要出现,作为一个例子。通过收集有关重复剂量毒性的公开数据集,构建了一个综合数据库,在总共1518种化学物质中,有423种被鉴定为能够诱导溶血性贫血。随后,通过根据这些化学物质的化学结构和溶血物质上合理的MoAs进行分组,我们确定了以下类别:(I)苯胺,(ii)硝基苯,(iii)硝基苯胺,(iv)二硝基苯胺,(v)乙二醇烷基醚,(vi)氢醌,(vii)肟,和(viii)肼。在这些类别中,确定了导致血液毒性的毒物和可测量的关键事件,从而使我们能够证明类别和区分类别物质。此外,毒物动力学似乎严重影响类别物质的溶血水平。总的来说,通过对收集的信息进行全面分析,验证了这些类别,而实用性是通过对所选类别进行案例研究来证明的。这种方法的进一步努力将获得其他器官毒性终点的类别。
    The aim of this study is to define chemical categories that can be applied to regulatory read-across assessments for repeated-dose toxicity, by classifying toxic substances based on their structures and mechanism of actions (MoAs). Hemolytic anemia, which often appears primarily, was examined as an example. An integrated database was constructed by collecting publicly available datasets on repeated-dose toxicity, in which 423 out of a total of 1518 chemicals were identified as capable of inducing hemolytic anemia. Subsequently, by grouping these chemicals based on their chemical structures and plausible MoAs on hemolytic substances, we identified the following categories: (i) anilines, (ii) nitrobenzenes, (iii) nitroanilines, (iv) dinitroanilines, (v) ethylene glycol alkyl ethers, (vi) hydroquinones, (vii) oximes, and (viii) hydrazines. In these categories, the toxicant and the measurable key events leading to hematotoxicity were identified, thereby allowing us to justify the categories and to discriminate the category substances. Moreover, toxicokinetics seems to critically affect the hemolytic levels of the category substances. Overall, the categories were validated through a comprehensive analysis of the collected information, while the utility was demonstrated by conducting a case study on the selected category. Further endeavors with this approach would attain categories for other organ toxicity endpoints.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

公众号