Assessing Experimental Uncertainty in Defined Approaches: Borderline Ranges for In Chemico and In Vitro Skin Sensitization Methods Determined from Ring Trial Data
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Introduction: Prediction models of most toxicological assays translate continuous data to binary classifications (“positive” or “negative”) using cutoff values. Mostly these cutoffs do not consider data variability. Some OECD test guidelines, however, provide a range close to the cutoff. If a test result is in this range, a repetition of the test is proposed. Yet, these ranges were based on few data and not systematically derived. Materials and Methods: In the present study, we determined the borderline ranges from multilaboratory ring trial studies for five nonanimal methods addressing skin sensitization: Direct Peptide Reactivity Assay (OECD TG 442C), KeratinoSens® and LuSens (OECD TG 442D), and human cell line activation test (OECD TG 442E) as well as the kinetic direct peptide reactivity assay (update of OECD TG 442C). Results: We used a uniform statistical approach based on the log median absolute deviation. Implementing the proposed borderline ranges helps to assess certainty of both individual test results and of combinations of multiple data sources in a defined approach (DA) or an integrated approach. Conclusion: The OECD guideline on DAs for skin sensitization provides the first regulatory application of borderline ranges to the “2 out of 3” DA.
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The regulatory meaning of cytotoxicity depends on its role within the test method, which may be as a classification endpoint, predictive surrogate, validity criterion, or concentration constraint.
“Their regulatory meaning depends on assay role, where they may function as classification endpoints, predictive surrogates, validity criteria, or constraints for concentration selection.”
From Cytotoxicity across OECD methods is not a single endpoint: context-dependent roles, variability and implications for decision-making (2026) · cites this paper as Kolle et al., 2021
The concept of borderline ranges is well established for several defined approaches and in vitro skin sensitization methods.
“The concept is well established for several defined approaches and in vitro skin sensitization methods (Kolle et al., 2021; Gabbert et al., 2022; Leontaridou, 2017; OECD, 2025e).”
From Cytotoxicity across OECD methods is not a single endpoint: context-dependent roles, variability and implications for decision-making (2026) · cites this paper as Kolle et al., 2021
Assay variability near decision points may be large enough to affect classification, particularly where the threshold is close to the steep part of a concentration-response curve.
“Ring-trial and validation data indicate that assay variability near decision points may be large enough to affect classification, particularly where the threshold is close to the steep part of a concentration-response curve (Kolle et al., 2021; Gabbert et al., 2022; Leontaridou, 2017).”
From Cytotoxicity across OECD methods is not a single endpoint: context-dependent roles, variability and implications for decision-making (2026) · cites this paper as Kolle et al., 2021
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Thoma, T., Löhr, L., Demuth, P., Hambruch, N., Oesch, F., & Landsiedel, R. (2026) · NAM Journal · doi:10.1016/j.namjnl.2026.100126
Self-citation
- Authors
- Kolle, S. N., Mathea, M., Natsch, A., & Landsiedel, R.
- Affiliations
- BASF (Germany) (DE)
- Givaudan (Switzerland) (CH)
- Corresponding author
- Kolle, Susanne N.
- Venue
- Applied In Vitro Toxicology
- Publisher
- SAGE Publications
- Published
- 2021-09-01
- Volume
- 7
- Issue
- 3
- Pages
- 102-111
- ISSN
- 2332-1512 (ISSN-L)
- 2332-1539
- OpenAlex
- W3178023716
- Cited by
- 16
- References
- 0
- Citations by year
- 2026: 2 · 2025: 8 · 2024: 2 · 2023: 1 · 2022: 2 · 2021: 1
- FWCI
- 1.31
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Applied In Vitro Toxicology (publishedVersion, cc-by-nc)
- Topics
- Health Sciences › Medicine › Dermatology › Contact Dermatitis and Allergies
- Health Sciences › Veterinary › Small Animals › Animal testing and alternatives
- Life Sciences › Immunology and Microbiology › Immunology › Immunotoxicology and immune responses
- Keywords
- skin sensitization, integrated approach, interlaboratory comparison, direct peptide reactivity assay, human cell line activation test, cut-off values, uncertainty analysis, in vitro skin sensitization testing
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