S08-01 Advancing Cardiotoxicity Risk Assessment: Integrative Modeling with New Approach Methodologies

IF 2.9 3区 医学 Q2 TOXICOLOGY
S. Krishna
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引用次数: 0

Abstract

The cardiovascular system is vulnerable to pharmaceuticals and environmental chemicals, but risk assessment remains challenging due to data gaps and reliance on animal testing. New Approach Methodologies (NAMs) – comprising in vitro, in chemico, and in silico techniques – provide efficient, human-relevant strategies to enhance hazard and risk assessment.
We developed an integrative modeling workflow using physiologically based pharmacokinetic (PBPK) models to translate bioactive concentrations from over 300 high-throughput screening (HTS) assays targeting cardiovascular-relevant endpoints into human daily equivalent administered doses (EADs) for more than 800 substances. These chemicals span categories such as personal care products, flame retardants, herbicides, pesticides, pharmaceuticals, and industrial byproducts.
Human-relevant risk predictions were generated by comparing in vitro-derived EADs with human exposure estimates and in vivo points of departure (PODs) from toxicological studies. Additionally, geospatial analysis was applied to evaluate combined risks for various populations across different U.S. regions.
Our approach integrates HTS data, animal study-derived PODs, human exposure estimates, geospatial exposure data, and PBPK modeling to identify chemicals with potential cardiovascular toxicity at relevant exposure levels. Key targets of concern included endothelial cell signaling, nuclear hormone receptors, and other critical cardiovascular pathways.
This workflow advances human health risk assessment from molecular mechanisms to population-level insights. It identifies communities disproportionately affected by chemical exposures, enhancing predictive capabilities for regulatory decision-making and prioritizing chemicals for further testing.
先进的心脏毒性风险评估:综合建模与新方法方法
心血管系统容易受到药物和环境化学品的影响,但由于数据不足和对动物试验的依赖,风险评估仍然具有挑战性。新方法方法(NAMs)——包括体外、化学和硅技术——提供了有效的、与人类相关的战略,以加强危害和风险评估。我们开发了一个基于生理的药代动力学(PBPK)模型的综合建模工作流程,将300多种针对心血管相关终点的高通量筛选(HTS)测定的生物活性浓度转化为800多种物质的人体日等效给药剂量(EADs)。这些化学品包括个人护理产品、阻燃剂、除草剂、杀虫剂、药品和工业副产品等。与人类相关的风险预测是通过比较体外来源的EADs与人类暴露估计以及来自毒理学研究的体内出发点(pod)而得出的。此外,地理空间分析应用于评估美国不同地区不同人群的综合风险。我们的方法整合了HTS数据、动物研究衍生的pod、人类暴露估计、地理空间暴露数据和PBPK模型,以识别在相关暴露水平下具有潜在心血管毒性的化学物质。关注的关键靶点包括内皮细胞信号、核激素受体和其他关键的心血管途径。该工作流程将人类健康风险评估从分子机制推进到人群水平的见解。它确定了受化学品暴露影响最大的社区,提高了监管决策的预测能力,并确定了进一步检测化学品的优先顺序。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Toxicology letters
Toxicology letters 医学-毒理学
CiteScore
7.10
自引率
2.90%
发文量
897
审稿时长
33 days
期刊介绍: An international journal for the rapid publication of novel reports on a range of aspects of toxicology, especially mechanisms of toxicity.
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