人体皮肤中化学吸收的数据库与机械模型应用程序
Jessica N Stevens1, Alyson K Prockter2, Hunter A Fisher3
1Department of Mathematics, North Carolina State University, Raleigh, NC, USA. jnsteven@ncsu.edu.
Scientific data
|July 10, 2024
概括
研究人员为体外皮肤透研究创建了一个化学数据库,为动物试验提供了一种道德和经济有效的替代方案. 这个数据库有助于预测化学扩散和透性.
科学领域:
- 毒理学 毒理学 毒理学
- 计算化学是一种计算化学.
- 皮肤病学 皮肤病学
背景情况:
- 人的皮肤每天都会接触到来自环境,职业和制药来源的各种化学物质.
- 化学物质暴露评估的体内实验是昂贵的,耗时的,并对动物和人类的安全提出了伦理问题.
- 在体外方法为化学安全测试提供了更为道德和经济可行的替代方案.
研究的目的:
- 开发一个关于皮肤透的化学性质的综合数据库.
- 促进在体外数据的使用,用于通过皮肤进行化学物质运输的预测建模.
- 为研究化学物质暴露和皮肤吸收的研究人员提供资源.
主要方法:
- 对73种不同的化学物质进行体外实验数据的汇编.
- 生成一套强大的化学描述符.
- 针对不同编程语言的兼容性而定制的数据库构建.
主要成果:
- 建立了一个精心策划的数据库,包含73种化学品的数据.
- 数据库包括适合数学建模的全面描述符集.
- 该数据库旨在简单地集成到计算工作流程中.
结论:
- 开发的数据库为in silico预测化学扩散,透性和分区系数提供了宝贵的资源.
- 该资源支持转向在毒理学和制药研究中的更道德和更有效的体外方法.
- 该数据库能够进行先进的数学建模,以了解与人类皮肤的化学相互作用.
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