Evidence map›Paper›PMID 40990827›Full record

ArticlePain medicine (Malden, Mass.)2026

Quantitative sensory testing of pain in persons with opioid use disorder on opioid agonist treatment: a scoping review.

Debora Oliveira, Gabriel P A Costa, Rodrigo Fontenele, Mateo A Córdoba-Delgado, Melissa C Funaro, Claudia M Campbell, David A Fiellin, Gustavo A Angarita, Joao P De Aquino

Abstract readScoping Review
In one paragraph

Article in Pain medicine (Malden, Mass.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Trial
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

9 authors.

Debora OliveiraDepartment of Behavioral Health, Saint Elizabeth's Hospital, Washington, DC, United States.
Gabriel P A CostaDepartment of Psychiatry, Yale University, New Haven, CT, United States.ORCID 0009-0007-8702-5436
Rodrigo FonteneleDepartment of Behavioral Health, Saint Elizabeth's Hospital, Washington, DC, United States.
Mateo A Córdoba-DelgadoDepartment of Psychiatry and Mental Health, Hospital Universitario San Ignacio, Pontificia Universidad Javeriana, Bogotá, Colombia.
Melissa C FunaroHarvey Cushing/John Hay Whitney Medical Library, Yale University, New Haven, CT, United States.
Claudia M CampbellDepartment of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD, United States.ORCID 0000-0002-5420-4207
David A FiellinDepartment of Psychiatry, Yale University, New Haven, CT, United States.
Gustavo A AngaritaDepartment of Psychiatry, Yale University, New Haven, CT, United States.
Joao P De AquinoDepartment of Psychiatry, Yale University, New Haven, CT, United States.ORCID 0000-0001-7357-8215

Funding

Radiochemistry CoreP30DA046345 · NIDA · UNIVERSITY OF PENNSYLVANIA · PI KRANZLER, HENRY RICHARD, MACH, ROBERT H · 2019 to 2023
$9.4M
Cannabidiol Pharmacotherapy for Comorbid Opioid Addiction and Chronic PainK23DA052682 · NIDA · YALE UNIVERSITY · PI DE AQUINO, JOAO PAULO · 2021 to 2025
$959k
Imaging Synaptic Density in the Opiate Addicted Brain using 11C UCB J PETR21DA046030 · NIDA · YALE UNIVERSITY · PI ANGARITA, GUSTAVO ADOLFO · 2019 to 2020
$461k
Pharmacokinetics and Pharmacodynamics of Oral and Vaporized THC in Older AdultsR21DA057240 · NIDA · YALE UNIVERSITY · PI DE AQUINO, JOAO PAULO · 2022 to 2023
$360k
Boehringer Ingelheim RM1 DA0554310Jazz Pharmaceuticals and Ananda ScientificNIDA NIH HHS K23 DA052682NIDA NIH HHS P30 DA046345NIDA NIH HHS R01 DA600066NIDA NIH HHS R21 DA046030NIDA NIH HHS R21 DA057240NIDA NIH HHS RM1 DA0554310
6 · The paper itself

Abstract

objectiveTo evaluate the use of quantitative sensory testing (QST) in assessing pain responses and mechanisms among individuals with opioid use disorder (OUD) receiving opioid agonist treatment (OAT).

designScoping review following PRISMA-ScR guidelines.

settingSystematic literature search across 5 major databases. SUBJECTS: Studies investigating QST outcomes in adults with OUD receiving OAT (methadone, buprenorphine, or other opioid agonists) with or without co-occurring chronic pain.

methodsWe searched Ovid MEDLINE, Embase, APA PsycINFO, Cochrane Library, and Web of Science from inception through March 2025. Eligible studies included original research employing QST methodologies in adults with OUD receiving OAT. Data extraction focused on study characteristics, QST methodologies, and pain-related outcomes.

resultsOf 45 included studies, 64.4% employed cross-sectional designs with limited protocol standardization. Static QST measures predominated, with thermal stimuli most common. The most consistent finding was reduced cold pain tolerance in individuals with OUD compared to controls (60% of studies). Dynamic QST measures (3 studies) revealed altered pain modulation suggestive of central sensitization. Pain processing abnormalities frequently persisted despite prolonged abstinence from non-OAT opioids, suggesting lasting neuroadaptive changes. Methodological heterogeneity and inconsistent reporting of clinical variables limited synthesis.

conclusionsQST demonstrates potential for enhancing clinical understanding of pain mechanisms in individuals receiving OAT. Future research should prioritize protocol standardization, longitudinal designs tracking pain sensitivity changes, and exploration of QST's predictive value for treatment responses to facilitate clinical integration.

Indexed as

Analgesics, OpioidChronic PainOpioid-Related DisordersPain MeasurementHumansOpiate Substitution TreatmentPain ThresholdAnalgesics, Opioidcentral sensitizationchronic painopioid agonist treatmentopioid-induced hyperalgesiaopioid use disorderquantitative sensory testing

Identifiers

PMID40990827
PMCPMC13017201

What OpenQuestion holds

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Registered trials

None linked

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.