Evidence map›Paper›PMID 40375494›Full record

ArticleCutaneous and ocular toxicology2025

Defined approaches to predict GHS and EPA classifications for ocular irritation potential of agrochemical formulations.

Amber B Daniel, Anna J van der Zalm, Hans A Raabe, Amy J Clippinger, Neepa Y Choksi, Emily N Reinke, David G Allen, Nicole C Kleinstreuer

Abstract read
In one paragraph

Article in Cutaneous and ocular toxicology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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

8 authors.

Amber B DanielInotiv, Research Triangle Park, North Carolina, USA.
Anna J van der ZalmPETA Science Consortium International e.V, Stuttgart, Germany.
Hans A RaabeInstitute for In Vitro Sciences, Gaithersburg, Maryland, USA.
Amy J ClippingerPETA Science Consortium International e.V, Stuttgart, Germany.
Neepa Y ChoksiInotiv, Research Triangle Park, North Carolina, USA.
Emily N ReinkeInotiv, Research Triangle Park, North Carolina, USA.
David G AllenInotiv, Research Triangle Park, North Carolina, USA.
Nicole C KleinstreuerNIH/NIEHS/DTT/NICEATM, Research Triangle Park, North Carolina, USA.

Funding

NICHD NIH HHS HHSN273201400020CNIEHS NIH HHS HHSN273201400020CNIEHS NIH HHS HHSN273201500010C
6 · The paper itself

Abstract

introductionRegulations require that agrochemicals be labeled to indicate potential harmful effects caused by exposure. The in vivo Draize rabbit eye test has historically been the standard method used to assess the eye irritation or corrosion potential of chemical substances. However, as scientific confidence has been established for certain in chemico, in vitro, and ex vivo methods developed for this purpose, regulators are increasingly accepting data from such methods in lieu of the in vivo test. Defined approaches (DAs) may also be used to derive hazard and potency predictions by applying fixed data interpretation procedures to results from multiple methods, thereby leveraging strengths of different methods. Currently, the DAs accepted by regulators to predict eye irritation or corrosion potential do not specifically list agrochemical formulations within their applicability domains.

methodsTo address this gap, we conducted testing to confirm the applicability of in vitro methods to agrochemical formulations and to develop DAs to predict eye irritation hazard labeling according to the Globally Harmonized System of Classification and Labeling (GHS) and the U.S. Environmental Protection Agency (EPA) classification system. Twenty-nine formulations were tested in up to four methods: bovine corneal opacity and permeability (BCOP; OECD TG 437) including histopathology, EpiOcular Eye Irritation Test (EO; OECD TG 492), SkinEthic time-to-toxicity for liquids (TTL; OECD TG 492B), and EyeIRR-IS. We propose four DAs comprising BCOP with histopathology alone, and combined with EO, TTL, or EyeIRR-IS. RESULTS AND

conclusionInstead of evaluating direct concordance of the four individual DAs with historical in vivo rabbit eye test data, for each formulation, we assessed orthogonal concordance of GHS and EPA classifications predicted across all five approaches. Predictions were considered orthogonally concordant when they aligned with the prediction of at least two other approaches (i.e. a majority, or at least 3 of the 5 approaches, achieved the same prediction), referred to as the 'majority prediction.' We also evaluated hazard labeling and PPE labeling associated with the GHS and EPA predictions, respectively. Relative to the hazard and PPE labeling associated with the majority predictions, each of the four DAs were as, or more, protective of human health than the rabbit test; hence, we conclude that these DAs can be used to predict the GHS and EPA classifications of agrochemical formulations.

Indexed as

AgrochemicalsEyeIrritantsAnimalsAnimal Testing AlternativesCattleCorneal OpacityRabbitsToxicity TestsUnited StatesUnited States Environmental Protection AgencyAgrochemicalsIrritantsagrochemicalsdefined approachEPAEye irritationGHSnonanimal

Identifiers

PMID40375494
PMCPMC12288749

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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.