ArticleFrontiers in neuroscience2024
Eye reactions under the influence of drugs of abuse as measured by smartphones: a controlled clinical study in healthy volunteers.
Article in Frontiers in neuroscience, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05731999 (A First-in-human Explorative Pilot Study in Healthy Volunteers Measuring Eye Parameters With a New Mobile Phone Application for Future Monitoring of Patients in Treatment of Substance Use Disorder), which is not on this map. Cited by 6 papers.
What it found
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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.
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.
A First-in-human Explorative Pilot Study in Healthy Volunteers Measuring Eye Parameters With a New Mobile Phone Application for Future Monitoring of Patients in Treatment of Substance Use Disorder
Who cites it
6 citing papers in PubMed.
- Supporting desistance from crime and recovery from drug use with a patient-facing bidirectional eHealth tool: a case report.Journal of medical case reports · 2026Article
- Assessment of Emerging Technologies to Support Individuals With At-Risk Alcohol Consumption: Pilot Controlled Investigation Study.JMIR formative research · 2026Article
- Opioid Detection Using Smartphone-Based Eye-Scanning.Sensors (Basel, Switzerland) · 2025Article
- Effects of intravenous d9-THC on pupillary reaction and pupil size: a prospective, placebo-controlled trial in healthy volunteers not regularly consuming cannabis.BMC ophthalmology · 2025Article
- Correlation between orbital imaging features of thyroid-associated ophthalmopathy and pupillary light reflex measurement.Frontiers in medicine · 2025Article
- Detecting benzodiazepine use through induced eye convergence inability with a smartphone app: a proof-of-concept study.Frontiers in digital health · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: It is known that illicit and prescribed drugs impact pupil size, eye movement and function. Still, comprehensive quantitative evaluations under known ambient light conditions are lacking, when smartphones are used for monitoring. Methods: In this clinical study (NCT05731999), four medicinal products with addiction risks were administered to 48 subjects (18-70 years old, all with informed consent, 12 subjects per drug). Videos captured by smartphones at ~50 lux and ~ 500 lux documented the eye's reaction before and after controlled intake of single doses of oral oxycodone (20 mg), lorazepam (2 mg), lisdexamphetamine (70 mg) and inhaled cannabis flos (65 mg with 22% THC) over a 5-h test period. Data from three observational tests, non-convergence (NC, ability to cross the eyes), nystagmus (NY), and pupillary light reflex (PLR) were converted into 24 key features that represent different eye characteristics. Results: Of the acquired data, 87-97% produced key features. At peak drug plasma concentration, oxycodone constricted pupils ( Conclusion: The ocular response to oxycodone, lorazepam, lisdexamphetamine and cannabis, as measured under controlled light conditions using a smartphone-based assessment, demonstrated distinct and readily distinguishable patterns for each substance. Clinical trial registration: Identifier, NTC05731999.
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Registered trials
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.