Evidence map›Paper›PMID 28766123›Full record

ArticleArchives of toxicology2018

Screening the ToxCast phase II libraries for alterations in network function using cortical neurons grown on multi-well microelectrode array (mwMEA) plates.

Jenna D Strickland, Matthew T Martin, Ann M Richard, Keith A Houck, Timothy J Shafer

Open access · greenAbstract read
In one paragraph

Article in Archives of toxicology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed
3.5field-weighted citation impact, top 6% of its field
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

35 citing papers in PubMed, 68 citations in OpenAlex.

  1. Article
  2. Article
  3. Personal air sampling for pesticides in the California San Joaquin Valley.Journal of exposure science & environmental epidemiology · 2025
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  4. Bioactivity of the ubiquitous tire preservative 6PPD and degradant, 6PPD-quinone in fish- and mammalian-based assays.Toxicological sciences : an official journal of the Society of Toxicology · 2025
    Article
  5. Article
  6. Modulation of CaScientific reports · 2024
    Article
  7. Article
  8. Article
  9. Review
  10. Review
  11. Article
  12. Review
  13. Paths to cheminformatics: Q&A with Ann M. Richard.Journal of cheminformatics · 2023
    Article
  14. Article
  15. Article
  16. Integrating Data From In Vitro New Approach Methodologies for Developmental Neurotoxicity.Toxicological sciences : an official journal of the Society of Toxicology · 2022
    Article
  17. Article
  18. Review
  19. Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 2 institutions in 1 country.

Jenna D StricklandAxion Biosystems, Atlanta, GA, USA.
Matthew T MartinNational Center for Computational Toxicology, U.S. Environmental Protection Agency, MD D143-02, Research Triangle Park, NC, 27711, USA.
Ann M RichardNational Center for Computational Toxicology, U.S. Environmental Protection Agency, MD D143-02, Research Triangle Park, NC, 27711, USA.
Keith A HouckNational Center for Computational Toxicology, U.S. Environmental Protection Agency, MD D143-02, Research Triangle Park, NC, 27711, USA.
Timothy J ShaferIntegrated Systems Toxicology Division, U.S. Environmental Protection Agency, MD105-05, Research Triangle Park, NC, 27711, USA. shafer.tim@epa.gov.ORCID http://orcid.org/0000-0002-8069-9987
Environmental Protection Agency · USAxion Biosystems (United States) · US

Funding

Intramural EPA EPA999999
6 · The paper itself

Abstract

Methods are needed for rapid screening of environmental compounds for neurotoxicity, particularly ones that assess function. To demonstrate the utility of microelectrode array (MEA)-based approaches as a rapid neurotoxicity screening tool, 1055 chemicals from EPA's phase II ToxCast library were evaluated for effects on neural function and cell health. Primary cortical networks were grown on multi-well microelectrode array (mwMEA) plates. On day in vitro 13, baseline activity (40 min) was recorded prior to exposure to each compound (40 µM). Changes in spontaneous network activity [mean firing rate (MFR)] and cell viability (lactate dehydrogenase and CellTiter Blue) were assessed within the same well following compound exposure. Following exposure, 326 compounds altered (increased or decreased) normalized MFR beyond hit thresholds based on 2× the median absolute deviation of DMSO-treated wells. Pharmaceuticals, pesticides, fungicides, chemical intermediates, and herbicides accounted for 86% of the hits. Further, changes in MFR occurred in the absence of cytotoxicity, as only eight compounds decreased cell viability. ToxPrint chemotype analysis identified several structural domains (e.g., biphenyls and alkyl phenols) significantly enriched with MEA actives relative to the total test set. The top 5 enriched ToxPrint chemotypes were represented in 26% of the MEA hits, whereas the top 11 ToxPrints were represented in 34% of MEA hits. These results demonstrate that large-scale functional screening using neural networks on MEAs can fill a critical gap in assessment of neurotoxicity potential in ToxCast assay results. Further, a data-mining approach identified ToxPrint chemotypes enriched in the MEA-hit subset, which define initial structure-activity relationship inferences, establish potential mechanistic associations to other ToxCast assay endpoints, and provide working hypotheses for future studies.

Indexed as

Databases, ChemicalAction PotentialsAnimalsCell Culture TechniquesCerebral CortexData MiningDrug Evaluation, PreclinicalL-Lactate DehydrogenaseMicroelectrodesNerve NetNeuronsNeurotoxicity SyndromesRats, Long-EvansToxicity TestsL-Lactate DehydrogenaseMicroelectrode arrayNeurotoxicity screeningToxCast

Identifiers

PMID28766123
PMCPMC6438628
OpenAlexW2739748386

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.