1. Evaluating the consistency of judgments derived through both in silico and expert application of the Cramer classification scheme.
- Author
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Firman JW, Boobis A, Hollnagel HM, Kaiser S, Lovell DP, Moretto A, Mueller S, Rider CV, Schmidt F, Stice S, Wijeyesakere SJ, Borja G, and Patlewicz G
- Abstract
The Cramer classification scheme has emerged as one of the most extensively-adopted predictive toxicology tools, owing in part to its employment for chemical categorisation within threshold of toxicological concern evaluation. The characteristics of several of its rules have contributed to inconsistencies with respect to degree of hazard attributed to common (particularly food-relevant) substances. This investigation examines these discrepancies, and their origins, raising awareness of such issues amongst users seeking to apply and/or adapt the rule-set. A dataset of over 3000 compounds was assembled, each with Cramer class assignments issued by up to four groups of industry and academic experts. These were complemented by corresponding outputs from in silico implementations of the scheme present within Toxtree and OECD QSAR Toolbox software, including a working of a "Revised Cramer Decision Tree". Consistency between judgments was assessed, revealing that although the extent of inter-expert agreement was very high (≥97%), general concordance between expert and in silico calls was more modest (∼70%). In particular, 22 chemical groupings were identified to serve as prominent sources of disagreement, the origins of which could be attributed either to differences in subjective interpretation, to software coding anomalies, or to reforms introduced by authors of the revised rules., Competing Interests: Declaration of competing interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Alan Boobis reports a relationship with International Life Sciences Institute Europe ILSI that includes: board membership and travel reimbursement. Co-author is employed by a chemicals manufacturer who applies the TTC concept for safety assessment of chemicals and impurities - H.M.H. If there are other authors, they declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024. Published by Elsevier Ltd.)
- Published
- 2024
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