谷歌浏览器插件
订阅小程序
在清言上使用

Quasi-SMILES: Self-consistent Models for Toxicity of Organic Chemicals to Tadpoles.

Social Science Research Network(2022)

引用 1|浏览21
暂无评分
摘要
Simplified molecular input-line entry systems (SMILES) are the representation of the molecular structure that can be used to establish quantitative structure-property/activity relationships (QSPRs/QSARs) for various endpoints expressed as mathematical functions of the molecular architecture. Quasi-SMILES is extending the traditional SMILES by means of additional symbols that reflect experimental conditions. Using the quasi-SMILES models of toxicity to tadpoles gives the possibility to build up models by taking into account the time of exposure. Toxic effects of experimental situations expressed via 188 quasi-SMILES (the negative logarithm of molar concentra-tions which lead to lethal 50% tadpoles effected during 12 h, 24 h, 48 h, 72 h, and 96 h) were modelled with good results (the average determination coefficient for the validation sets is about 0.97). In this way, we developed new models for this amphibian endpoint, which is poorly studied.
更多
查看译文
关键词
Toxicity towards tadpoles,QSAR,Quasi-SMILES,Monte Carlo method,System of self-consistent models
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要