Evidence map›Paper›PMID 41328665›Full record

ArticleEuropean journal of pain (London, England)2026

Reliable Biomarkers of Descending Pain Inhibition: A Laser-Evoked Potential and Behavioural Study.

Dan Wang, Xiaohan Zhang, Shuqi Ye, Whitney Carter, Patrick Finan, Mark Quigg, Shayan Moosa, W Jeffrey Elias, Chang-Chia Liu

Abstract read
In one paragraph

Article in European journal of pain (London, England), 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. 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

9 authors.

Dan WangDepartment of Neurological Surgery, University of Virginia School of Medicine, Charlottesville, Virginia, USA.
Xiaohan ZhangDepartment of Neurological Surgery, University of Virginia School of Medicine, Charlottesville, Virginia, USA.
Shuqi YeDepartment of Neurological Surgery, University of Virginia School of Medicine, Charlottesville, Virginia, USA.
Whitney CarterDepartment of Neurological Surgery, University of Virginia School of Medicine, Charlottesville, Virginia, USA.
Patrick FinanDepartment of Anesthesiology, University of Virginia School of Medicine, Charlottesville, Virginia, USA.
Mark QuiggDepartment of Neurology, University of Virginia School of Medicine, Charlottesville, Virginia, USA.
Shayan MoosaDepartment of Neurological Surgery, University of Virginia School of Medicine, Charlottesville, Virginia, USA.
W Jeffrey EliasDepartment of Neurological Surgery, University of Virginia School of Medicine, Charlottesville, Virginia, USA.
Chang-Chia LiuDepartment of Neurological Surgery, University of Virginia School of Medicine, Charlottesville, Virginia, USA.ORCID https://orcid.org/0000-0002-2990-739X

Funding

Brain Institute, University of VirginiaDepartment of Neurosurgery, University of Virginia School of Medicine
6 · The paper itself

Abstract

backgroundConditioned pain modulation (CPM) assesses descending pain inhibition, but behavioural approaches are limited by subjectivity and variable reproducibility. We tested a CPM protocol combining nociceptive-selective laser-evoked potentials (LEPs) with a repeated-trial design to determine whether neurophysiological markers complement behavioural measures and improve reliability.

methodsTwenty-seven healthy adults (mean age 24.6 years; 14 female) completed two sessions ≥ 1 week apart. Nociceptive-selective laser stimuli were applied to the left hand before and after a cold pressor task, and EEG was recorded to extract LEP-N2P2 components. Temporal LEP-N1 was measured as a secondary outcome. Behavioural CPM (B_CPM) was indexed by pain ratings; neurophysiological CPM (N_CPM) was defined by reductions in LEP-N2P2 amplitude.

resultsConsistent behavioural responders were observed in 92.6% of participants, and N_CPM responder rates exceeded 74% across electrodes. B_CPM and N_CPM magnitudes correlated at C3, C4, and Cz (ρ = 0.54-0.56; FDR-adjusted p < 0.05). Test-retest reliability was good to excellent for B_CPM (ICC

conclusionThe repeated-trial design enabled assessment of within-subject consistency via the B_CPM induction rate. Combining behavioural and neurophysiological measures in this dual-domain framework may improve interpretability and advance standardisation of CPM methodology. LEP-based N_CPM markers showed reproducibility across sessions and may contribute to the development of brain-based biomarkers for patient stratification and treatment selection in chronic pain. SIGNIFICANCE STATEMENT: This study establishes a reproducible dual-domain framework for assessing descending pain inhibition by integrating behavioural conditioned pain modulation with nociceptive-specific laser-evoked potentials. Using a repeated-trial design, both behavioural and cortical measures showed high responder rates, strong correlations, and good test-retest reliability. The findings advance standardisation of CPM methodology and demonstrate that LEP-based neurophysiological markers can objectively index inhibitory function, supporting the development of reliable, brain-based biomarkers to guide mechanism-driven pain assessment and personalised neuromodulation therapies.

Indexed as

Laser-Evoked PotentialsPainAdultBiomarkersElectroencephalographyFemaleHumansMalePain MeasurementReproducibility of ResultsYoung AdultBiomarkersconditioned pain modulationdescending inhibitionEEGlaser‐evoked potentialspain biomarkerstest–retest reliability

Identifiers

PMID41328665
PMCPMC12670355

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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 Socratic graph.