Evaluating the performance of integrated approaches for hazard identification of skin sensitizing chemicals

被引:57
作者
van der Veen, Jochem W. [1 ,2 ]
Rorije, Emiel [2 ]
Emter, Roger [3 ]
Natsch, Andreas [3 ]
van Loveren, Henk [1 ,2 ]
Ezendam, Janine [2 ]
机构
[1] Maastricht Univ, Dept Toxicogenom, NL-6200 MD Maastricht, Netherlands
[2] Natl Inst Publ Hlth & Environm RIVM, NL-3720 BA Bilthoven, Netherlands
[3] Givaudan Schweiz AG, CH-8600 Dubendorf, Switzerland
关键词
Skin sensitization; Integrated testing strategy; Keratinocytes; Allergic contact dermatitis; Animal-free testing; LLNA; QSAR; DPRA; Adverse outcome pathway; LYMPH-NODE ASSAY; TEST H-CLAT; CELL-LINE; PEPTIDE REACTIVITY; IL-18; PRODUCTION; POTENCY; PREDICT; MODELS; ALLERGENS; TESTS;
D O I
10.1016/j.yrtph.2014.04.018
中图分类号
DF [法律]; D9 [法律]; R [医药、卫生];
学科分类号
0301 ; 10 ;
摘要
The currently available animal-free methods for the detection of skin sensitizing potential of chemicals seem promising. However, no single method is able to comprehensively represent the complexity of the processes involved in skin sensitization. To ensure a mechanistic basis and cover the complexity, multiple methods should be integrated into a testing strategy, in accordance with the adverse outcome pathway that describes all key events in skin sensitization. Although current majority voting testing strategies have proven effective, the performance of individual methods is not taken into account. To that end, we designed a tiered strategy based on complementary characteristics of the included methods, and compared it to a majority voting approach. This tiered testing strategy was able to correctly identify all 41 chemicals tested. In terms of total number of experiments required, the tiered testing strategy requires less experiments compared to the majority voting approach. On the other hand, this tiered strategy is more complex due the number of different alternative methods required, and predicted costs are similar for both strategies. Both the tiered and majority voting strategies provide a mechanistic basis for skin sensitization testing, but the strategy most suitable for regulatory decision-making remains to be determined. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:371 / 379
页数:9
相关论文
共 47 条
[1]   Alternative (non-animal) methods for cosmetics testing: current status and future prospects-2010 [J].
Adler, Sarah ;
Basketter, David ;
Creton, Stuart ;
Pelkonen, Olavi ;
van Benthem, Jan ;
Zuang, Valerie ;
Andersen, Klaus Ejner ;
Angers-Loustau, Alexandre ;
Aptula, Aynur ;
Bal-Price, Anna ;
Benfenati, Emilio ;
Bernauer, Ulrike ;
Bessems, Jos ;
Bois, Frederic Y. ;
Boobis, Alan ;
Brandon, Esther ;
Bremer, Susanne ;
Broschard, Thomas ;
Casati, Silvia ;
Coecke, Sandra ;
Corvi, Raffaella ;
Cronin, Mark ;
Daston, George ;
Dekant, Wolfgang ;
Felter, Susan ;
Grignard, Elise ;
Gundert-Remy, Ursula ;
Heinonen, Tuula ;
Kimber, Ian ;
Kleinjans, Jos ;
Komulainen, Hannu ;
Kreiling, Reinhard ;
Kreysa, Joachim ;
Leite, Sofia Batista ;
Loizou, George ;
Maxwell, Gavin ;
Mazzatorta, Paolo ;
Munn, Sharon ;
Pfuhler, Stefan ;
Phrakonkham, Pascal ;
Piersma, Aldert ;
Poth, Albrecht ;
Prieto, Pilar ;
Repetto, Guillermo ;
Rogiers, Vera ;
Schoeters, Greet ;
Schwarz, Michael ;
Serafimova, Rositsa ;
Tahti, Hanna ;
Testai, Emanuela .
ARCHIVES OF TOXICOLOGY, 2011, 85 (05) :367-485
[2]  
[Anonymous], J APPL TOXICOL
[3]  
[Anonymous], J APPL TOXICOL
[4]   Development of an in vitro skin sensitization test using human cell lines: The human Cell Line Activation Test (h-CLAT) I. Optimization of the h-CLAT protocol [J].
Ashikaga, T ;
Yoshida, Y ;
Hirota, M ;
Yoneyama, K ;
Itagaki, H ;
Sakaguchi, H ;
Miyazawa, M ;
Ito, Y ;
Suzuki, H ;
Toyoda, H .
TOXICOLOGY IN VITRO, 2006, 20 (05) :767-773
[5]   A Comparative Evaluation of In Vitro Skin Sensitisation Tests: The Human Cell-line Activation Test (h-CLAT) versus the Local Lymph Node Assay (LLNA) [J].
Ashikaga, Takao ;
Sakaguchi, Hitoshi ;
Sono, Sakiko ;
Kosaka, Nanae ;
Ishikawa, Makie ;
Nukada, Yuko ;
Miyazawa, Masaaki ;
Ito, Yuichi ;
Nishiyama, Naohiro ;
Itagaki, Hiroshi .
ATLA-ALTERNATIVES TO LABORATORY ANIMALS, 2010, 38 (04) :275-284
[6]   Putting the parts together: Combining in vitro methods to test for skin sensitizing potentials [J].
Bauch, Caroline ;
Kolle, Susanne N. ;
Ramirez, Tzutzuy ;
Eltze, Tobias ;
Fabian, Eric ;
Mehling, Annette ;
Teubner, Wera ;
van Ravenzwaay, Bennard ;
Landsiedel, Robert .
REGULATORY TOXICOLOGY AND PHARMACOLOGY, 2012, 63 (03) :489-504
[7]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[8]   Global QSAR models of skin sensitisers for regulatory purposes [J].
Chaudhry, Qasim ;
Piclin, Nadege ;
Cotterill, Jane ;
Pintore, Marco ;
Price, Nick R. ;
Chretien, Jacques R. ;
Roncaglioni, Alessandra .
CHEMISTRY CENTRAL JOURNAL, 2010, 4
[9]   DESCRIBING THE VALIDITY OF CARCINOGEN SCREENING-TESTS [J].
COOPER, JA ;
SARACCI, R ;
COLE, P .
BRITISH JOURNAL OF CANCER, 1979, 39 (01) :87-89
[10]   Use of IL-18 production in a human keratinocyte cell line to discriminate contact sensitizers from irritants and low molecular weight respiratory allergens [J].
Corsini, Emanuela ;
Mitjans, Montserrat ;
Galbiati, Valentina ;
Lucchi, Laura ;
Galli, Corrado L. ;
Marinovich, Marina .
TOXICOLOGY IN VITRO, 2009, 23 (05) :789-796