STRUCTURE-ACTIVITY-RELATIONSHIPS FOR SKIN SENSITIZATION POTENTIAL - DEVELOPMENT OF STRUCTURAL ALERTS FOR USE IN KNOWLEDGE-BASED TOXICITY PREDICTION SYSTEMS

Authors
Citation
Mp. Payne et Pt. Walsh, STRUCTURE-ACTIVITY-RELATIONSHIPS FOR SKIN SENSITIZATION POTENTIAL - DEVELOPMENT OF STRUCTURAL ALERTS FOR USE IN KNOWLEDGE-BASED TOXICITY PREDICTION SYSTEMS, Journal of chemical information and computer sciences, 34(1), 1994, pp. 154-161
Citations number
28
Categorie Soggetti
Information Science & Library Science","Computer Application, Chemistry & Engineering","Computer Science Interdisciplinary Applications",Chemistry,"Computer Science Information Systems
ISSN journal
00952338
Volume
34
Issue
1
Year of publication
1994
Pages
154 - 161
Database
ISI
SICI code
0095-2338(1994)34:1<154:SFSSP->2.0.ZU;2-L
Abstract
The development of qualitative structure-activity relationships for th e prediction of skin sensitization potential, based on structural aler ts (substructures associated with a toxicological mechanism), and suit able for incorporation as rules into a knowledge-based system is descr ibed. The structure dependence of the skin sensitization mechanism may be largely defined in terms of the presence or metabolic/nonmetabolic formation of protein reactive functional groups on the test compound and by the; physicochemical requirements:of significant skin penetrati on. The proposed structural alerts were tested on a data set of divers e chemicals. The results showed that the alerts have potential as prel iminary indicators of skin sensitization potential for a wide range of low molecular weight chemicals.