Evidence map›Paper›PMID 42703515›Full record

ArticleFrontiers in toxicology2026

Enhancing toxicological interpretation and reporting of

Bridgett N Hill, Agnes L Karmaus, Victoria Hull, Aswani Unnikrishnan, Nicole C Kleinstreuer, Helena T Hogberg

Abstract read
In one paragraph

Article in Frontiers in toxicology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Bridgett N HillInotiv, Research Triangle Park, NC, United States.
Agnes L KarmausInotiv, Research Triangle Park, NC, United States.
Victoria HullInotiv, Research Triangle Park, NC, United States.
Aswani UnnikrishnanInotiv, Research Triangle Park, NC, United States.
Nicole C KleinstreuerNational Toxicology Program Interagency Center for the Evaluation of Alternative Toxicological Methods, National Institute of Environmental Health Sciences, Research Triangle Park, NC, United States.
Helena T HogbergNational Toxicology Program Interagency Center for the Evaluation of Alternative Toxicological Methods, National Institute of Environmental Health Sciences, Research Triangle Park, NC, United States.

Funding

NIH HHS HHSN273201500010C
6 · The paper itself

Abstract

Introduction: A wide variety of in vitro high-throughput screening (HTS) assay data are publicly available and have the potential to serve as the foundation for the development of computational toxicology approaches. However, the sources of these data vary in the format and metadata they provide and the clarity of their relevance to toxicological endpoints. Thus, applying them to decisions about chemical effects remains a challenge. To overcome this challenge and help democratize HTS data, we curated and annotated HTS data specifically for toxicological interpretation within a regulatory endpoint context. Methods: Focusing on data from the publicly available ToxCast/Tox21 HTS program, a curation workflow was developed to identify the most reliable data by integrating metadata such as chemical quality control data, concentration-response curve-fitting robustness, assay-specific limitations, and potential technological interference. To this curated HTS (cHTS) dataset, we then applied structured vocabularies and expert review to develop molecular/cellular process annotations mapping HTS assays to toxicologically relevant regulatory endpoints. These data were also mapped to the Organization for Economic Co-operation and Development's Harmonised Template 201 (OHT 201) reporting format to standardize reporting, rendering outputs amenable to regulatory submission. Results: The curated and annotated cHTS dataset supports data interoperability and allows these data to be searched, grouped, and visualized by regulatory endpoints (e.g., endocrine disruption, carcinogenicity, developmental toxicity, and systemic effects). The robust cHTS data and annotations can be retrieved from the publicly accessible National Institute of Health (NIH) Integrated Chemical Environment (NICE, https://ice.ntp.niehs.nih.gov/). Access through NICE allows these data to be optimally leveraged for a variety of uses, from identifying data gaps and providing mechanistic insights to confidently and reproducibly retrieving data, thus supporting their integration to build weight-of-evidence assessments for regulatory-relevant toxicological endpoints. Discussion: Developing an environment in which HTS data that are structured, accessible, and readily interpretable in a toxicological context, ensures that users can apply these evolving resources. Working toward consistent data summaries by leveraging established reporting formats helps bolster regulatory interpretation and adoption. Overall, the work summarized herein demonstrates how fit-for-purpose standardized curation, annotations, ontologies, ease of accessibility, and structured reporting can support data interoperability and the application of complex HTS data for regulatory application.

Indexed as

annotationontologyTox21ToxCasttoxicological interpretation

Identifiers

PMID42703515
PMCPMC13546805

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.