Editor's Highlight: Analysis of the Effects of Cell Stress and Cytotoxicity on In Vitro Assay Activity Across a Diverse Chemical and Assay Space
Open accessAbstract
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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Experimental — accuracy not yet measuredAnalyses 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).”
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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The Tox21 robotic platform for the assessment of environmental chemicals – from vision to reality
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Blum, J., Masjosthusmann, S., Bartmann, K., Bendt, F., Dolde, X., Dönmez, A., Förster, N., Holzer, A.-K., Hübenthal, U., Keßel, H. E., et al. (2023) · Chemosphere · doi:10.1016/j.chemosphere.2022.137035 · Cited by 105 · see citing works
Self-citationThoma, T., Löhr, L., Demuth, P., Hambruch, N., Oesch, F., & Landsiedel, R. (2026) · NAM Journal · doi:10.1016/j.namjnl.2026.100126
- 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
- ORCID
- Venue
- Toxicological Sciences
- Publisher
- Oxford University Press (OUP)
- Published
- 2016-05-20
- Volume
- 152
- Issue
- 2
- Pages
- 323-339
- ISSN
- 1096-0929 (ISSN-L)
- 1096-6080
- PMC
- PMC6280881
- 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
- hybrid
- doi.org
- 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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