PMID- 15128320 OWN - NLM STAT- MEDLINE DCOM- 20041007 LR - 20061115 IS - 0105-1873 (Print) IS - 0105-1873 (Linking) VI - 50 IP - 2 DP - 2004 Feb TI - Further evaluation of quantitative structure--activity relationship models for the prediction of the skin sensitization potency of selected fragrance allergens. PG - 91-7 AB - Fragrance substances represent a very diverse group of chemicals; a proportion of them are associated with the ability to cause allergic reactions in the skin. Efforts to find substitute materials are hindered by the need to undertake animal testing for determining both skin sensitization hazard and potency. One strategy to avoid such testing is through an understanding of the relationships between chemical structure and skin sensitization, so-called structure-activity relationships. In recent work, we evaluated 2 groups of fragrance chemicals -- saturated aldehydes and alpha,beta-unsaturated aldehydes. Simple quantitative structure-activity relationship (QSAR) models relating the EC3 values [derived from the local lymph node assay (LLNA)] to physicochemical properties were developed for both sets of aldehydes. In the current study, we evaluated an additional group of carbonyl-containing compounds to test the predictive power of the developed QSARs and to extend their scope. The QSAR models were used to predict EC3 values of 10 newly selected compounds. Local lymph node assay data generated for these compounds demonstrated that the original QSARs were fairly accurate, but still required improvement. Development of these QSAR models has provided us with a better understanding of the potential mechanisms of action for aldehydes, and hence how to avoid or limit allergy. Knowledge generated from this work is being incorporated into new/improved rules for sensitization in the expert toxicity prediction system, deductive estimation of risk from existing knowledge (DEREK). FAU - Patlewicz, Grace Y AU - Patlewicz GY AD - Safety and Environmental Assurance Centre, Unilever Colworth, Colworth House, Sharnbrook, Bedford, UK. grace.patlewicz@unilever.com FAU - Basketter, David A AU - Basketter DA FAU - Pease, Camilla K Smith AU - Pease CK FAU - Wilson, Karen AU - Wilson K FAU - Wright, Zoe M AU - Wright ZM FAU - Roberts, David W AU - Roberts DW FAU - Bernard, Guillaume AU - Bernard G FAU - Arnau, Elena Gimenez AU - Arnau EG FAU - Lepoittevin, Jean-Pierre AU - Lepoittevin JP LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't PL - England TA - Contact Dermatitis JT - Contact dermatitis JID - 7604950 RN - 0 (Aldehydes) RN - 0 (Allergens) RN - 0 (Perfume) SB - IM MH - Aldehydes/*chemistry/pharmacology MH - Allergens/*chemistry/pharmacology MH - Lymph Nodes/drug effects MH - *Models, Statistical MH - Perfume/*chemistry/pharmacology MH - Predictive Value of Tests MH - Structure-Activity Relationship EDAT- 2004/05/07 05:00 MHDA- 2004/10/08 09:00 CRDT- 2004/05/07 05:00 PHST- 2004/05/07 05:00 [pubmed] PHST- 2004/10/08 09:00 [medline] PHST- 2004/05/07 05:00 [entrez] AID - COD322 [pii] AID - 10.1111/j.0105-1873.2004.00322.x [doi] PST - ppublish SO - Contact Dermatitis. 2004 Feb;50(2):91-7. doi: 10.1111/j.0105-1873.2004.00322.x.