Evidence map›Paper›PMID 42242322›Full record

ArticleNeurotoxicology2026

Prioritizing chemicals for developmental neurotoxicity by integrating data from a new approach methods (NAMs) battery covering key cellular events in neurodevelopment.

Laura A Hall, Jui-Hua Hsieh, Skylar W Marvel, Mamta Behl, Ellen Fritsche, Katharina Koch, Anna Kreutz, Marcel Leist, Arantza Muriana, Timothy J Shafer and 4 more

Abstract read
In one paragraph

Article in Neurotoxicology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. 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

14 authors.

Laura A HallOffice of Program Operations, Division of Translational Toxicology (DTT), National Institute of Environmental Health Sciences (NIEHS), National Institutes of Health (NIH), Research Triangle Park, NC 27709, USA. Electronic address: hall@niehs.nih.gov.
Jui-Hua HsiehPredictive Toxicology Branch, DTT, NIEHS, NIH, Research Triangle Park, NC 27709, USA. Electronic address: jui-hua.hsieh@nih.gov.
Skylar W MarvelPredictive Toxicology Branch, DTT, NIEHS, NIH, Research Triangle Park, NC 27709, USA. Electronic address: skylar.marvel@nih.gov.
Mamta BehlSystems Toxicology Branch, DTT, NIEHS, NIH, Research Triangle Park, NC 27709, USA; Neurocrine Biosciences Inc, Dept Inaugurated By the Doerenkamp-Zbinden Foundation, University of Konstanz, San Diego, CA 92130, USA. Electronic address: mbehl@neurocrine.com.
Ellen FritscheSCHAT, Swiss Centre for Applied Human Toxicology, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland. Electronic address: elen.fritsche@unibas.ch.
Katharina KochIUF - Leibniz Research Institute for Environmental Medicine, Düsseldorf 40225, Germany. Electronic address: Katharina.Koch@IUF-Duesseldorf.de.
Anna KreutzApplied Research Associates, Research Triangle Park, NC, USA. Electronic address: akreutz@ara.com.
Marcel LeistIn vitro Toxicology and Biomedicine, Dept Inaugurated By the Doerenkamp-Zbinden Foundation, University of Konstanz, Konstanz 78457, Germany. Electronic address: marcel.leist@uni-konstanz.de.
Arantza MurianaBBD BioPhenix SL. (Biobide), San Sebastian 20009, Spain. Electronic address: muriana@biobide.es.
Timothy J ShaferCenter for Computational Toxicology and Exposure, US Environmental Protection Agency, Research Triangle Park, NC 27711, USA.
Jason P StankoOffice of Program Operations, Division of Translational Toxicology (DTT), National Institute of Environmental Health Sciences (NIEHS), National Institutes of Health (NIH), Research Triangle Park, NC 27709, USA. Electronic address: jason.stanko@nih.gov.
Robert C SillsComparative and Molecular Pathogenesis Branch, DTT, NIEHS, NIH, Research Triangle Park, NC 27709, USA. Electronic address: sills@niehs.nih.gov.
Helena T HogbergNational Toxicology Program Interagency Center for the Evaluation of Alternative Toxicological Methods (NICEATM),DTT, NIEHS, NIH, Research Triangle Park, NC 27709, USA. Electronic address: Helena.hogberg-durdock@nih.gov.
Christopher A McPhersonMechanistic Toxicology Branch, DTT, NIEHS, NIH, Research Triangle Park, NC 27709, USA. Electronic address: mcphers1@niehs.nih.gov.

Funding

Developmental Neurotoxicity Health Effects Innovation Research ProgramZIAES103387 · NIEHS · NATIONAL INSTITUTE OF ENVIRONMENTAL HEALTH SCIENCES · PI MCPHERSON, CHRISTOPHER ANTHONY · 2022 to 2025
$5.2M
WOMEN'S HEALTH INITIATIVE (WHI) REGIONAL CENTER (RC) - TO EXERCISE OPTION PERIOD ONE (1) AND REVISE CONTRACT ARTICLES.75N92021D00005 · NHLBI · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI VITOLINS, MARA · 2021 to 2025
$4.2M
Endocrine Disruption of the Hypothalamic Signaling That Regulates PubertyR01ES016001 · NIEHS · NORTH CAROLINA STATE UNIVERSITY RALEIGH · PI PATISAUL, HEATHER B · 2007 to 2011
$2.0M
Developmental Neurotoxicity Human Neurosphere Assay Data Collection - task order 175N96021D00006 · NIEHS · LEIBNIZ-INSTITUT FUR UMWELTMEDIZINISCHE FORSCHUNG AN DER HEINRICH-HEINE UIVERSITY · PI FRITSCHE, ELLEN · 2021 to 2021
$370k
Intramural NIH HHS ZIA ES103387NICHD NIH HHS 75N96023D00005NIEHS NIH HHS 75N96021D00006NIEHS NIH HHS R01 ES016001NIH HHS 75N96024D00005NIH HHS 75N98021D00005NIH HHS HHSN273201400020CWHI NIH HHS 75N92021D00005
6 · The paper itself

Abstract

Thousands of chemicals have not been assessed for developmental neurotoxicity (DNT) despite potential human exposure, prompting efforts to screen chemicals for possible DNT hazard using in vitro approaches. Ninety-five chemicals were screened in in a battery including in vitro assays covering the key neurodevelopmental processes (KNDPs) of proliferation, apoptosis, cell migration, neuronal differentiation, neurite outgrowth, neuronal maturation and synaptogenesis, oligodendrocyte differentiation, and network formation using human and rat (primary cortical) cells. An in vivo assay of zebrafish neurobehavior was also included. This assay battery was sensitive enough to detect effects in the neurodevelopmental processes modeled. The chemicals comprised negative controls and several use classes: drugs, flame retardants, fungicides, herbicides, industrial chemicals (including PFAS), and insecticides. A data analysis pipeline was developed using a benchmark concentration approach and included multi-objective optimization (Pareto) and ToxPi analysis to integrate data from the individual assays to evaluate DNT hazard and prioritize chemicals, ranking them for further evaluation. Although the zebrafish assay was the most sensitive for detecting potency, selectivity varies significantly by assay and chemical class with neurite outgrowth assays and fungicides exhibiting the highest percentage of selective hits. Chemicals from the fungicide, drug, and insecticide use classes had higher priority in the Pareto and ToxPi analysis based on having the most potent and selective activity in the assays. These prioritization methods represent a novel and useful approach for comparative evaluation of potential developmental neurotoxicity hazard in large groups of chemicals.

Indexed as

NeuronsNeurotoxicity SyndromesToxicity TestsAnimalsCells, CulturedDose-Response Relationship, DrugHumansNeurodevelopmentRatsZebrafishDevelopmental neurotoxicityIn vitroNew approach methodologiesPrioritizationScreening batteryZebrafish

Identifiers

PMID42242322
PMCPMC13552535

What OpenQuestion holds

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Registered trials

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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.