4.7 Article

CPE-DB: An Open Database of Chemical Penetration Enhancers

期刊

PHARMACEUTICS
卷 13, 期 1, 页码 -

出版社

MDPI
DOI: 10.3390/pharmaceutics13010066

关键词

chemical penetration enhancers; database; stratum corneum; transdermal drug delivery; skin penetration

资金

  1. Russian Science Foundation [19-71-00109]
  2. Russian Science Foundation [19-71-00109] Funding Source: Russian Science Foundation

向作者/读者索取更多资源

The cutaneous delivery route is increasingly common for drug administration, with the use of chemical penetration enhancers (CPEs) to facilitate drug transport through skin layers. The creation of a CPE-DB database allows for the classification and identification of new enhancers, as well as the prediction of biological activity using machine-learning applications.
The cutaneous delivery route currently accounts for almost 10% of all administered drugs and it is becoming more common. Chemical penetration enhancers (CPEs) increase the transport of drugs across skin layers by different mechanisms that depend on the chemical nature of the penetration enhancers. In our work, we created a chemical penetration enhancer database (CPE-DB) that is, to the best of our knowledge, the first CPE database. We collected information about known enhancers and their derivatives in a single database, and classified and characterized their molecular diversity in terms of scaffold content, key chemical moieties, molecular descriptors, etc. CPE-DB can be used for virtual screening and similarity search to identify new potent and safe enhancers, building quantitative structure-activity relationship (QSAR) and quantitative structure-property relationship (QSPR) models, and other machine-learning (ML) applications for the prediction of biological activity.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据