Cited by 232Animal testing and alternativesEnvironmental Toxicology and EcotoxicologyCarcinogens and Genotoxicity Assessment

Editor's Highlight: Analysis of the Effects of Cell Stress and Cytotoxicity on In Vitro Assay Activity Across a Diverse Chemical and Assay Space

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Judson, Richard, Houck, Keith, Martin, Matt, Richard, Ann M., Knudsen, Thomas B., Shah, Imran, Little, Stephen, Wambaugh, John +13 more·2016·Toxicological Sciences

Abstract

Chemical toxicity can arise from disruption of specific biomolecular functions or through more generalized cell stress and cytotoxicity-mediated processes. Here, responses of 1060 chemicals including pharmaceuticals, natural products, pesticidals, consumer, and industrial chemicals across a battery of 815 in vitro assay endpoints from 7 high-throughput assay technology platforms were analyzed in order to distinguish between these types of activities. Both cell-based and cell-free assays showed a rapid increase in the frequency of responses at concentrations where cell stress/cytotoxicity responses were observed in cell-based assays. Chemicals that were positive on at least 2 viability/cytotoxicity assays within the concentration range tested (typically up to 100 μM) activated a median of 12% of assay endpoints whereas those that were not cytotoxic in this concentration range activated 1.3% of the assays endpoints. The results suggest that activity can be broadly divided into: (1) specific biomolecular interactions against one or more targets (eg, receptors or enzymes) at concentrations below which overt cytotoxicity-associated activity is observed; and (2) activity associated with cell stress or cytotoxicity, which may result from triggering specific cell stress pathways, chemical reactivity, physico-chemical disruption of proteins or membranes, or broad low-affinity non-covalent interactions. Chemicals showing a greater number of specific biomolecular interactions are generally designed to be bioactive (pharmaceuticals or pesticidal active ingredients), whereas intentional food-use chemicals tended to show the fewest specific interactions. The analyses presented here provide context for use of these data in ongoing studies to predict in vivo toxicity from chemicals lacking extensive hazard assessment.

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  • In the region near cytotoxic concentrations, oxidative stress, mitochondrial dysfunction, heat-shock responses, unfolded-protein signaling and loss of membrane integrity may occur in parallel, so that reporter gene or receptor-transactivation signals can reflect non-specific stress rather than a discrete molecular initiating event.

    “In this region, oxidative stress, mitochondrial dysfunction, heat-shock responses, unfolded-protein signaling and loss of membrane integrity may occur in parallel, so that reporter gene or receptor-transactivation signals can reflect non-specific stress rather than a discrete molecular initiating event (Judson et al., 2016; Escher et al., 2020).”

    From Cytotoxicity across OECD methods is not a single endpoint: context-dependent roles, variability and implications for decision-making (2026) · cites this paper as Judson et al., 2016

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  • Analyses of ToxCast and Tox21 data showed that chemicals may activate multiple, unrelated assay endpoints close to cytotoxic concentrations, indicating a transition from specific bioactivity to generalized cellular stress.

    “Analyses of ToxCast and Tox21 data showed that chemicals may activate multiple, unrelated assay endpoints close to cytotoxic concentrations, indicating a transition from specific bioactivity to generalized cellular stress (Judson et al., 2016; Escher et al., 2020).”

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  1. Akaike, H. (1998). Information Theory and an Extension of the Maximum Likelihood Principle. Springer, New York.
  2. Muller, P. Y., and Milton, M. N. (2012). The determination and in- terpretation of the therapeutic index in drug development. Nat. Rev. Drug Discov. 11, 751-761. NCBI. (2008). PubChem. Available at http://pubchem.ncbi.nlm. nih.gov/. Accessed August 8, 2008.
  3. NRC. (2007). Toxicity Testing in the 21st Century: A Vision and a Strategy. National Academies Press, Washington, DC.

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Authors
Judson, R., Houck, K., Martin, M., Richard, A. M., Knudsen, T. B., Shah, I., Little, S., Wambaugh, J., Woodrow Setzer, R., Kothya, P., Phuong, J., Filer, D., Smith, D., Reif, D., Rotroff, D., Kleinstreuer, N., Sipes, N., Xia, M., Huang, R., Crofton, K., & Thomas, R. S.
Affiliations
  • Environmental Protection Agency (US)
  • North Carolina State University (US)
  • Integrated Laboratory Systems, Inc. (US)
  • National Institutes of Health (US)
Corresponding author
Judson, Richard
Venue
Toxicological Sciences
Published
2016-05-20
Volume
152
Issue
2
Pages
323-339
ISSN
  • 1096-0929 (ISSN-L)
  • 1096-6080
OpenAlex
W2504368687
Cited by
232
References
1
Citations by year
2026: 20 · 2025: 28 · 2024: 20 · 2023: 21 · 2022: 26 · 2021: 20 · 2020: 23 · 2019: 26 · 2018: 28 · 2017: 15 · 2016: 5
FWCI
33.29
Type
journal article
Language
en
Open access
Licence
public-domain
Locations
  • Toxicological Sciences (publishedVersion, public-domain)
  • Europe PMC (PubMed Central) (publishedVersion, public-domain)
  • PubMed Central (publishedVersion, public-domain)
  • PubMed (publishedVersion)
  • HighWire Press Open Archive (submittedVersion)
Funders
U.S. Environmental Protection Agency
Topics
  • Health Sciences › Veterinary › Small Animals › Animal testing and alternatives
  • Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Environmental Toxicology and Ecotoxicology
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Carcinogens and Genotoxicity Assessment
Keywords
cellular stress, cytotoxicity, chemical toxicity, cell-based assays, cell-free assay, high-throughput screening, biomolecular interactions, pharmaceuticals, pesticides, industrial chemicals, toxicity prediction, non-covalent interactions
MeSH terms
Biological Assay, Humans, Stress, Physiological, Toxicity Tests, In Vitro Techniques

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