Evidence map›Paper›PMID 40824571›Full record

ArticleJournal of clinical monitoring and computing2026

Impact of age on PUAL as an indicator of opioid effect in adult subjects.

Rachel Eshima McKay, Michael A Kohn, Merlín D Larson

Abstract read
In one paragraph

Article in Journal of clinical monitoring and computing, 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

3 authors.

Rachel Eshima McKayDepartment of Anesthesia and Perioperative Care, University of California San Francisco (UCSF), 94143-0648, San Francisco, California, United States. Rachel.Eshima@ucsf.edu.
Michael A KohnDepartment of Epidemiology and Biostatistics, University of California San Francisco (UCSF), San Francisco, California, United States.
Merlín D LarsonDepartment of Anesthesia and Perioperative Care, University of California San Francisco (UCSF), 94143-0648, San Francisco, California, United States.

Funding

Mount Zion Health Fund 20211335
6 · The paper itself

Abstract

Opioid-induced respiratory depression (OIRD) remains a critical safety concern, particularly in older adults, yet timely, reliable detection methods are limited. Decline of pupillary unrest in ambient light (PUAL) has demonstrated potential as a marker of opioid effect in young adult subjects. We evaluated whether previously observed PUAL thresholds for high-risk opioid exposure in younger adults remain valid in 40-60-year-old subjects. Ten healthy volunteers 40-60 years of age underwent PUAL measurement at baseline and every 2.5 min during a 10-minute remifentanil infusion (0.2-0.3 µg/kg/min) and 25-minute recovery period. High-risk opioid exposure was defined primarily by modeled remifentanil effect-site concentration (CEREMI) threshold during infusion. Findings were then combined with previously collected data from 20 younger subjects (aged 20-39 years) undergoing an identical infusion protocol. PUAL declined consistently during infusion and increased toward baseline during recovery (p < 0.001). During infusion no significant difference in slope over time or CEREMI was observed between age groups, but during recovery a flatter slope was observed in older subjects (p = 0.016). PUAL reliably distinguished between high-versus low-risk opioid exposure during infusion (AUROC = 0.9833 [95% CI: 0.8935, 0.9995]), with interval likelihood ratio (iLR) for high-toxic opioid effect 27.98 (95% CI: 1.79, 438.33) for PUAL < 0.04, 0.75 (95% CI: 0.38, 1.50) for PUAL 0.04-< 0.14, and 0.030 (95% CI: 0.002, 0.477) for PUAL ≥ 0.14. Comparison of discriminatory performance to that of younger subjects showed no significant difference (chi2 = 1.02, p = 0.3129). PUAL thresholds for high-risk opioid exposure are consistent between younger and older adults and do not require age-specific adjustment up to age 60. PUAL offers a reliable, real-time marker of opioid effect with potential to enhance early OIRD detection in adults.

Indexed as

Analgesics, OpioidPupilReflex, PupillaryRespiratory InsufficiencyAdultAge FactorsFemaleHealthy VolunteersHumansMaleMiddle AgedPiperidinesRemifentanilYoung AdultAnalgesics, OpioidPiperidinesRemifentanilAge-related modulationOpioid induced respiratory depressionOpioid pharmacodynamicsQuantitative pupil analysis

Identifiers

PMID40824571
PMCPMC13053361

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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.