Department of Mathematics, North Carolina State University, Raleigh, NC, USA.
Oak Ridge Associated Universities (ORAU) assigned to United States Environmental Protection Agency (USEPA), Office of Research and Development (ORD), Research Triangle Park, NC, USA.
Sci Data. 2024 Jul 10;11(1):755. doi: 10.1038/s41597-024-03588-3.
Whether from environmental and occupational hazards or from topical pharmaceuticals, the human skin comes into contact with various chemicals every day. In vivo experiments not only require large investments of both time and money, but in vivo experiments can also be unethical due to the need to intentionally or incidentally expose humans or animals to toxic chemicals. Comparatively, in vitro experiments offer ethical and financial advantages when combined with the opportunity to selectively choose chemicals for experimentation. With in vivo experimentation being so infeasible, many scientists have chosen to make their in vitro data available publicly. Using these data, a detailed database containing 73 chemicals was created with a robust set of descriptors to be used in connection with mathematical modeling to predict diffusion, permeability, and partition coefficients. This resulting database is tailored to be easily used in various coding languages.
无论是来自环境和职业危害,还是来自局部药物,人类皮肤每天都会接触到各种化学物质。体内实验不仅需要大量的时间和金钱投入,而且由于需要故意或偶然地将人类或动物暴露于有毒化学物质中,体内实验在伦理上也可能存在问题。相比之下,体外实验具有伦理和经济优势,同时也提供了选择性地选择化学物质进行实验的机会。由于体内实验如此不可行,许多科学家选择公开他们的体外数据。利用这些数据,创建了一个包含 73 种化学物质的详细数据库,其中包含一组强大的描述符,用于与数学建模结合使用,以预测扩散、渗透性和分配系数。由此产生的数据库经过精心设计,可方便地用于各种编程语言。