title: Prediction of mutagenicity, carcinogenicity, developmental toxicity, and skin sensitisation with Caesar program for a set of conazoles.
abstract: This article presents models to predict mutagenicity, carcinogenicity, developmental toxicity, and skin sensitisation for a set of 27 conazoles. The predictions were performed with the program package CAESAR, which is available on the Internet. The CAESAR programs were developed to support the European Community Regulation on chemicals and their safe use (REACH) and follow the OECD principles for (Q)SAR models used for regulatory purposes. The programs provide a number of information, including a binary classification of a compound as toxic or non-toxic and information on similar compounds from the model's training sets (similarity sets). In this study we analysed conazole sets using principal component analysis (PCA). The predictions were compared to the currently valid classification of these substances in the European Union (EU) or to the classification proposed at expert meetings of the Pesticide Risk Assessment and Peer Review (PRAPeR) group. The predicted classification for mutagenicity was in good agreement with regulatory classification, the predictions for carcinogenicity and developmental toxicity showed some discrepancy in particular cases, while the predictions for skin sensitisation showed even greater discrepancy.
authors.affiliation: National Institute of Public Health, Ljubljana, Slovenia
authors.forename: Mateja
authors.initials: M
authors.lastname: Bolčič-Tavčar
authors.forename: Marjan
authors.initials: M
authors.lastname: Vračko
mesh_terms: D000935:Antifungal Agents / Q000737:chemistry / Q000145:classification / Q000633:toxicity*; D002273:Carcinogens / Q000737:chemistry / Q000145:classification / Q000633:toxicity*; D005062:European Union; D005260:Female; D006801:Humans; D008956:Models, Chemical; D009152:Mutagenicity Tests / Q000592:standards*; D009153:Mutagens / Q000737:chemistry / Q000145:classification / Q000633:toxicity*; D011247:Pregnancy; D011297:Prenatal Exposure Delayed Effects; D025341:Principal Component Analysis; D021281:Quantitative Structure-Activity Relationship; D023422:Skin Irritancy Tests / Q000592:standards*
chemical_list: D000935:Antifungal Agents; D002273:Carcinogens; D009153:Mutagens