数学建模揭示了特定化合物的应力路径活动
Elsje J Burgers1, Tamara Y Danilyuk1, Raju P Sharma1
1Division of Cell Systems and Drug Safety, Leiden Academic Centre for Drug Research, Leiden University, The Netherlands.
Toxicology
|August 1, 2025
概括
开发药物诱导性肝损伤 (DILI) 的数学模型揭示了细胞应激途径如何对有毒化合物作出反应. 该模型有助于预测药物开发期间的DILI风险.
科学领域:
- 毒理学 毒理学 毒理学
- 计算生物学 计算生物学
- 药理学 药理学是指药理学的学科.
背景情况:
- 药物诱导性肝损伤 (DILI) 在药物开发中带来了重大挑战.
- 细胞应激通路的激活是潜在DILI的一个关键指标.
- 了解这些途径对于预测药物毒性至关重要.
研究的目的:
- 开发一个模拟细胞应激反应对DILI诱导化合物的数学模型.
- 为了研究由尼特鲁福兰,迪克洛菲纳克和可纳引起的压力反应.
- 分析在保存的压力路径内转录因子相互作用的差异.
主要方法:
- 利用来自HepG2细胞的成像数据.
- 测量了细胞相关化合物水平和细胞内谷氨.
- 开发并重新校准了综合和氧化应激反应的数学模型.
主要成果:
- 一个数学模型成功地开发并应用于三个DILI易受化合物.
- 模型参数需要对不同化合物进行重新校准,但核心结构保持一致.
- 分析显示,尽管类似的途径被激活,但转录因子相互作用的程度各不相同.
结论:
- 开发的数学模型为理解DILI机制提供了一个框架.
- 细胞对DILI化合物的应激反应可以通过定量建模.
- 途径相互作用大小的差异突出了化合物特定的毒性概况.
相关概念视频
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