VirtualToxLab -: in silico prediction of the endocrine-disrupting potential of drugs and chemicals

被引:9
|
作者
Vedani, Angelo [1 ]
Spreafico, Morena [1 ]
Peristera, Ourania [1 ]
Dobler, Max [1 ]
Smiesko, Martin [1 ]
机构
[1] Biograph Lab 3R, CH-4056 Basel, Switzerland
关键词
in silico prediction of the endocrine-disrupting potential; molecular modeling; multidimensional; QSAR; VirtualToxLab;
D O I
10.2533/chimia.2008.322
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
In the last decade, we have developed and validated an in silico concept based on multidimensional QSAR (mQSAR) for the prediction of the toxic potential of drugs and environmental chemicals. Presently, the VirtualTbxLab includes eleven so-called virtual test kits for estrogen (alpha/beta), androgen, thyroid (alpha/beta), glucocorticoid, aryl hydrocarbon, mineralocorticoid and peroxisome proliferator-activated receptor gamma as well as for the enzymes cytochrome P450 3A4 and 2A13. The surrogates have been tested against a total of 824 compounds and are able to predict the binding affinity close to the experimental uncertainty with only six of the 194 test compounds giving calculated results more than a factor of 10 off the experimental binding affinity and the maximal individual deviation not exceeding a factor of 15. These results suggest that our approach is suited for the in silico identification of endocrine-disrupting effects triggered by drugs and environmental chemicals. Most recently, the technology has been made available through the Internet for academic laboratories, hospitals and environmental organizations.
引用
收藏
页码:322 / 328
页数:7
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