Evidence map›Paper›PMID 39840007›Full record

ArticleFrontiers in neuroscience2024

Eye reactions under the influence of drugs of abuse as measured by smartphones: a controlled clinical study in healthy volunteers.

Kiki W K Kuijpers, Karl Andersson, Maria Winkvist, Marieke Niesters, Monique van Velzen, Fred Nyberg, Albert Dahan, Markku D Hämäläinen

Registry-linked trialAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
6citing 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.

NCT05731999 nacompletednot on this map

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

TypeinterventionalSponsorKontigo Care ABRan2023 to 2023Enrolled48ConditionsDrug AbuseArmsPrevict Drugs
3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Opioid Detection Using Smartphone-Based Eye-Scanning.Sensors (Basel, Switzerland) · 2025
    Article
  4. Article
  5. Article
  6. 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

8 authors.

Kiki W K KuijpersDepartment of Anesthesiology, Leiden University Medical Center, Leiden, Netherlands.
Karl AnderssonSkillsta Teknik Design och Kvalitet AB, Vänge, Sweden.
Maria WinkvistKontigo Care AB, Uppsala, Sweden.
Marieke NiestersDepartment of Anesthesiology, Leiden University Medical Center, Leiden, Netherlands.
Monique van VelzenDepartment of Anesthesiology, Leiden University Medical Center, Leiden, Netherlands.
Fred NybergDepartment of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden.
Albert DahanDepartment of Anesthesiology, Leiden University Medical Center, Leiden, Netherlands.
Markku D HämäläinenKontigo Care AB, Uppsala, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

benzodiazepinescannabiscentral stimulantsopioidspupillometrysubstance use disorder

Identifiers

PMID39840007
PMCPMC11748063

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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.