Evidence map›Paper›PMID 40964784›Full record

ArticleClinical toxicology (Philadelphia, Pa.)2025

Pupillary dynamics as a marker of acute cannabis inhalation.

Ashley Brooks-Russell, Suneeta Godbole, Michael J Kosnett, Sarah Limbacher, Prem S Subramanian, Timothy Brown, Julia Wrobel

Abstract read
In one paragraph

Article in Clinical toxicology (Philadelphia, Pa.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

7 authors.

Ashley Brooks-RussellInjury and Violence Prevention Center, Colorado School of Public Health, University of Colorado Anschtuz Medical Campus, Aurora, Colorado, USA.
Suneeta GodboleBiostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschtuz Medical Campus, Aurora, Colorado, USA.
Michael J KosnettDepartment of Medicine, CU School of Medicine, Department of Environmental and Occupational Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA.
Sarah LimbacherInjury and Violence Prevention Center, Colorado School of Public Health, University of Colorado Anschtuz Medical Campus, Aurora, Colorado, USA.
Prem S SubramanianDepartments of Ophthalmology, Neurology, and Neurosurgery, Sue Anschutz-Rodgers Eye Center, CU School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA.
Timothy BrownNational Advanced Driving Simulator, University of Iowa, Iowa City, Iowa, USA.
Julia WrobelBiostatistics and Bioinformatics, Emory University Rollins School of Public Health, Atlanta, Georgia, USA.

Funding

Novel approaches to assessing cannabis impaired drivingR01DA049800 · NIDA · UNIVERSITY OF COLORADO DENVER · PI BROOKS-RUSSELL, ASHLEY · 2020 to 2024
$2.6M
NIDA NIH HHS R01 DA049800
6 · The paper itself

Abstract

introductionAcute cannabis use has been found to affect pupil size and pupillary dynamics. Law enforcement may consider ocular changes in their examinations to determine drug impairment and the source, including from cannabis. A limited number of studies have used pupillometer technology to provide an objective measure of pupillary changes associated with cannabis use. The purpose of the study was to examine the sensitivity and specificity of pupil size and dynamics, measured with a pupillometer, associated with recent cannabis inhalation.

methodsParticipants (

resultsFollowing cannabis use, the pupillary measure with the highest area under the curve was percent change in pupil size, which decreased after cannabis use, with an area under the curve of 0.73 at 40 min and 0.75 at 100 min following cannabis use. Considering variables together in a least absolute shrinkage and selection operator model did not meaningfully improve prediction over individual measures. DISCUSSION: Consistent with some prior studies, we did not find that cannabis use was associated with substantial and consistent change in the maximum pupil size (measured in darkness) relative to controls. However, diminished pupil dynamics, such as constriction in response to light and recovery dilation, were more predictive of recent cannabis use, consistent with limited prior studies.

conclusionsPupillary dynamics, when measured with an objective test, may contribute to providing an indication of recent cannabis inhalation.

Indexed as

CannabisMarijuana SmokingPupilAdministration, InhalationAdolescentAdultFemaleHumansMaleSensitivity and SpecificityYoung AdultCannabiscannabis usedetecting drug useinhalationpupillary dynamics

Identifiers

PMID40964784
PMCPMC13094314

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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.