ArticlePloS one2017
Real-time cell toxicity profiling of Tox21 10K compounds reveals cytotoxicity dependent toxicity pathway linkage.
Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 25 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
25 citing papers in PubMed, 46 citations in OpenAlex.
- DYNAMEX: A Time-Resolved Model for Predicting Distribution of Chemicals in In Vitro Cell Assays.Environmental science & technology · 2026Article
- Real-time cell viability monitoring for high-throughput drug screening using tumor xenograft-derived cells.Cell reports methods · 2026Article
- Application of in vitro to in vivo extrapolation (IVIVE) to inform chemical health guidance value derivation-sample case studies comparing neuro-, hepato-, and developmental toxicities.Toxicological sciences : an official journal of the Society of Toxicology · 2026Article
- Synthesis and Study of Substituted Chalcones Combined with Fluoroazobenzenes-New Photoswitches for Application in Biological Systems.Molecules (Basel, Switzerland) · 2026Article
- Gaps and paths forward in cancer pharmacology and translational research.Frontiers in pharmacology · 2026Review
- Clomiphene Citrate Medication for Infertility and Risk of Stillbirth or Neonatal Death: A Population-based Cohort Study.The Journal of clinical endocrinology and metabolism · 2025Article
- Effects of Chemicals in Reporter Gene Bioassays with Different Metabolic Activities Compared to Baseline Toxicity.Chemical research in toxicology · 2024Article
- Article
- Real-time luminescence enables continuous drug-response analysis in adherent and suspension cell lines.Cancer biology & therapy · 2022Article
- Epidemiology meets toxicogenomics: Mining toxicologic evidence in support of an untargeted analysis of pesticides exposure and Parkinson's disease.Environment international · 2022Article
- A Quantitative High-Throughput Screening Data Analysis Pipeline for Activity Profiling.Methods in molecular biology (Clifton, N.J.) · 2022Article
- Extrapolating from acute to chronic toxicity in vitro.Toxicology in vitro : an international journal published in association with BIBRA · 2021Article
- Exploration of xenobiotic metabolism within cell lines used for Tox21 chemical screening.Toxicology in vitro : an international journal published in association with BIBRA · 2021Article
- Nuisance compounds in cellular assays.Cell chemical biology · 2021Review
- Decrease in membrane fluidity and traction force induced by silica-coated magnetic nanoparticles.Journal of nanobiotechnology · 2021Article
- Quorum sensing N-Acyl homoserine lactones are a new class of anti-schistosomal.PLoS neglected tropical diseases · 2020Article
- Cytotoxicity Burst? Differentiating Specific from Nonspecific Effects in Tox21Environmental health perspectives · 2020Article
- Predictive models for estimating cytotoxicity on the basis of chemical structures.Bioorganic & medicinal chemistry · 2020Article
- Dose-Response Metabolomics To Understand Biochemical Mechanisms and Off-Target Drug Effects with the TOXcms Software.Analytical chemistry · 2020Article
- Identification of 6-(piperazin-1-yl)-1,3,5-triazine as a chemical scaffold with broad anti-schistosomal activities.Wellcome open research · 2020Article
Corrections and comments
- Erratum issued
Authors and funding
9 authors at 2 institutions in 1 country.
Funding
Abstract
Cytotoxicity is a commonly used in vitro endpoint for evaluating chemical toxicity. In support of the U.S. Tox21 screening program, the cytotoxicity of ~10K chemicals was interrogated at 0, 8, 16, 24, 32, & 40 hours of exposure in a concentration dependent fashion in two cell lines (HEK293, HepG2) using two multiplexed, real-time assay technologies. One technology measures the metabolic activity of cells (i.e., cell viability, glo) while the other evaluates cell membrane integrity (i.e., cell death, flor). Using glo technology, more actives and greater temporal variations were seen in HEK293 cells, while results for the flor technology were more similar across the two cell types. Chemicals were grouped into classes based on their cytotoxicity kinetics profiles and these classes were evaluated for their associations with activity in the Tox21 nuclear receptor and stress response pathway assays. Some pathways, such as the activation of H2AX, were associated with the fast-responding cytotoxicity classes, while others, such as activation of TP53, were associated with the slow-responding cytotoxicity classes. By clustering pathways based on their degree of association to the different cytotoxicity kinetics labels, we identified clusters of pathways where active chemicals presented similar kinetics of cytotoxicity. Such linkages could be due to shared underlying biological processes between pathways, for example, activation of H2AX and heat shock factor. Others involving nuclear receptor activity are likely due to shared chemical structures rather than pathway level interactions. Based on the linkage between androgen receptor antagonism and Nrf2 activity, we surmise that a subclass of androgen receptor antagonists cause cytotoxicity via oxidative stress that is associated with Nrf2 activation. In summary, the real-time cytotoxicity screen provides informative chemical cytotoxicity kinetics data related to their cytotoxicity mechanisms, and with our analysis, it is possible to formulate mechanism-based hypotheses on the cytotoxic properties of the tested chemicals.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.