Please use this identifier to cite or link to this item:
|Title:||Open Source Tools For Read Across And Category Formation|
|Authors:||JELIAZKOVA Nina; JAWORSKA Joanna; WORTH Andrew|
|Publisher:||Royal Society of Chemistry|
|Type:||Articles in books|
|Abstract:||The requirements and challenges for computational tools to support category formation and read across are summarized. A brief overview of the Open Source, Open Data and Open Standards approaches in chemical informatics are presented. The opportunities offered by these kinds of ¿openness¿ are highlighted, with emphasis on open source applications specifically developed to address challenges posed by the REACH regulation. Structural similarity assessment is currently a common practice in forming categories and applying read-across, and in developing and validating (Q)SARs. The Toxmatch software provides several endpoint-specific similarity measures, with descriptors selected using a training set in combination with data mining methods. The Toxtree software implements several classification schemes for predicting various endpoints and relies primarily on chemical structure, metabolic pathways, physicochemical properties and descriptors, calculated from chemical structure. In addition to making predictions for individual chemicals, Toxtree can be used to profile the toxicological hazard or mechanistic group of a set of chemicals. Ambit is an open source software for chemoinformatics data management, which allows storage of a large number of chemical structures and toxicological data and provides a flexible means for exploration of structural and similarity spaces. Several examples of the application of read across, initiated by an expert-defined search strategy and supported by Ambit search functionalities are described.|
|JRC Institute:||Institute for Health and Consumer Protection|
Files in This Item:
There are no files associated with this item.
Items in repository are protected by copyright, with all rights reserved, unless otherwise indicated.