整合皮肤敏感化数据以评估难以测试的物质的挑战
Allison Greminger1, Joseph Frasca2, Katy Goyak1
1ExxonMobil Biomedical Sciences, Inc., Health and Environmental Sciences Division, Annandale, NJ, USA.
ALTEX
|October 16, 2023
概括
毒理优先指数 (ToxPi) 可视化了难以测试的物质的数据,有助于评估皮肤敏感性. 这种方法支持证据权重 (WOE) 结论,但并不取代它.
科学领域:
- 毒理学 毒理学 毒理学
- 皮肤病学 皮肤病学
- 在体外试验测试
背景情况:
- 评估皮肤对困难物质 (难溶性,UVCBs) 的敏感性是一项挑战.
- 传统的in vivo方法可能会产生微弱或边缘性的结果.
- 在体外测试通常需要通过证据权重 (WOE) 进行数据整合.
研究的目的:
- 介绍关于难以测试的物质的案例研究.
- 突出毒理学优先指数 (ToxPi) 作为数据可视化工具.
- 使用ToxPi.Pi比较皮肤敏感化生物活性.
主要方法:
- 收集了皮肤敏感化不良结果途径中关键事件的数据.
- 利用了对案例研究物质的公开可用和新生成的数据.
- 将数据集成到ToxPi中进行可视化和层次聚类.
主要成果:
- ToxPi生成了难溶性和UVCB物质的生物活性概况.
- 三种案例研究物质的表现与非敏感剂一致.
- 这种预测对于以前被认为是敏感剂的物质来说不那么确定.
结论:
- ToxPi可视化可以支持WOE对皮肤敏感性的结论.
- ToxPi不太可能取代WOE作为一个独立的预测工具.
- 限制包括缺失数据点对ToxPi分析的影响.
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