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|Title:||Evaluation of SARs for the Prediction of Skin Irritation/corrosion Potential - Structural Inclusion Rules in the BfR Decision Support System|
|Authors:||TSAKOVSKA Ivanka; GALLEGOS SALINER Ana; PAVAN MANUELA; TIER GRACE; WORTH ANDREW|
|Citation:||SAR AND QSAR IN ENVIRONMENTAL RESEARCH vol. 18 no. 3-4 p. 331-342|
|Publisher:||TAYLOR & FRANCIS LTD|
|Type:||Contributions to Conferences|
|Abstract:||The German Federal Institute for Risk Assessment (BfR) has developed a Decision Support System (DSS) to assess certain hazardous properties of pure chemicals, including skin and eye irritation/corrosion. The BfR DSS is a rule-based system that could be used for the regulatory classification of chemicals in the European Union. The system is based on the combined use of two predictive approaches: exclusion rules based on physicochemical cut-off values to identify chemicals that do not exhibit a certain hazard (e.g. skin irritation/corrosion), and inclusion rules based on structural alerts to identify chemicals that do show a particular toxic potential. The aim of the present study was to evaluate the structural inclusion rules implemented in the BfR DSS for the prediction of skin irritation and corrosion. The following assessments were performed: a) a confirmation of the structural rules by rederiving them from the original training set (1358 substances), and b) an external validation by using a test set of 200 chemicals not used in the derivation of the rules. It was found as a result that the test data set did not match the training set relative to the inclusion of structural alerts associated with skin irritation/corrosion, albeit some skin irritants were in the test set.|
|JRC Institute:||Institute for Health and Consumer Protection|
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