Evidence map›Paper›PMID 41451525›Full record

ArticleArthritis & rheumatology (Hoboken, N.J.)2026

Visual Hypersensitivity as a Transdiagnostic Marker of Surgical Pain Response in Arthritis and Chronic Pain Syndromes.

Noah Waller, Steven E Harte, Richard E Harris, Andrew Schrepf, Tristin Smith, Eric Ichesco, Chelsea Kaplan, Flavia Sunzini, Deeba Minhas, Wendy Marder and 6 more

Abstract read
In one paragraph

Article in Arthritis & rheumatology (Hoboken, N.J.), 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. Effects ofPain reports · 2026
    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

16 authors.

Noah WallerNeuroscience Graduate Program, University of Michigan, Ann Arbor.ORCID https://orcid.org/0000-0002-1284-218X
Steven E HarteNeuroscience Graduate Program, University of Michigan, Ann Arbor.
Richard E HarrisChronic Pain and Fatigue Research Center, Department of Anesthesiology, University of Michigan Medical School, Ann Arbor.
Andrew SchrepfChronic Pain and Fatigue Research Center, Department of Anesthesiology, University of Michigan Medical School, Ann Arbor.ORCID https://orcid.org/0000-0003-4291-0320
Tristin SmithChronic Pain and Fatigue Research Center, Department of Anesthesiology, University of Michigan Medical School, Ann Arbor.ORCID https://orcid.org/0000-0002-0338-5618
Eric IchescoChronic Pain and Fatigue Research Center, Department of Anesthesiology, University of Michigan Medical School, Ann Arbor.ORCID https://orcid.org/0000-0002-3767-2068
Chelsea KaplanNeuroscience Graduate Program, University of Michigan, Ann Arbor.
Flavia SunziniSchool of Infection and Immunity, University of Glasgow, Glasgow, United Kingdom.ORCID https://orcid.org/0000-0003-0775-9960
Deeba MinhasDivision of Rheumatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor.
Wendy MarderDivision of Rheumatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor.
Sara R TillDepartment of Obstetrics and Gynecology, University of Michigan Medical School, Ann Arbor.
David A WilliamsChronic Pain and Fatigue Research Center, Department of Anesthesiology, University of Michigan Medical School, Ann Arbor.
Chad M BrummettChronic Pain and Fatigue Research Center, Department of Anesthesiology, University of Michigan Medical School, Ann Arbor.
Neil BasuSchool of Infection and Immunity, University of Glasgow, Glasgow, United Kingdom.ORCID https://orcid.org/0000-0003-4246-3145
Sawsan As-SanieDepartment of Obstetrics and Gynecology, University of Michigan Medical School, Ann Arbor.
Daniel J ClauwChronic Pain and Fatigue Research Center, Department of Anesthesiology, University of Michigan Medical School, Ann Arbor.ORCID https://orcid.org/0000-0002-8114-7818

Funding

University of Michigan Fibromyalgia CORTP50AR070600 · NIAMS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI CLAUW, DANIEL J · 2016 to 2021
$7.4M
Early Stage Training in the NeurosciencesT32NS076401 · NINDS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Carol Fuzeti Elias, LESLIE S. SATIN · 2011 to 2026
$3.1M
Peripheral and Central Nervous System Correlates of Persistent Post-Hysterectomy PainR01HD088712 · NICHD · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI AS-SANIE, SAWSAN, CLAUW, DANIEL J · 2017 to 2021
$3.0M
Nociplastic mechanisms in somatic and visceral painF99DK137287 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI WALLER, NOAH C. · 2023 to 2024
$86k
NHS Health Scotland 257990NIAMS NIH HHS P50 AR070600NICHD NIH HHS R01 HD088712NIDDK NIH HHS F99 DK137287NIH HHS F99-DK-137287NIH HHS P50-AR-070600NIH HHS R01-HD-088712NINDS NIH HHS T32 NS076401
6 · The paper itself

Abstract

objectiveNociplastic pain is pain primarily driven by the central nervous system and, unlike nociceptive pain conditions, is thought to be refractory to peripherally directed therapies. Nociplastic pain is also associated with hypersensitivity to painful and other sensory stimuli (such as visual stimuli). Nonpainful sensory measures have not been well studied in nociceptive pain conditions nor directly compared with traditional pain sensitivity measures for their discriminative value. The current study aimed to investigate visual sensitivity across multiple chronic pain conditions, particularly in the context of analgesic treatment responsivity.

methodsWe compared sensitivity with experimental visual stimulation among individuals with chronic nociceptive pain, including hip osteoarthritis, chronic pelvic pain, rheumatoid arthritis, and psoriatic arthritis. Individuals with fibromyalgia, the prototypical nociplastic condition, and pain-free controls were included for reference. Lack of analgesic response 6 months after surgery in participants with osteoarthritis and chronic pelvic pain served as a model for nociplastic pain.

resultsParticipants across all pain conditions reported greater perceived brightness in response to visual stimulation compared with controls. Higher self-reported fibromyalgia symptom severity predicted lack of response to arthroplasty and hysterectomy. Notably, increased visual sensitivity independently predicted nonresponsiveness to surgery, whereas experimental pressure pain sensitivity did not. Visual sensitivity and fibromyalgia symptom severity together predicted greater variance in responder status than either measure alone.

conclusionThese findings emphasize the potential value of assessing visual sensitivity to identify pain mechanisms across different diagnostic categories.

Indexed as

Arthritis, RheumatoidChronic PainFibromyalgiaOsteoarthritis, HipPelvic PainPostoperative PainAdultAgedFemaleHumansMaleMiddle AgedNociplastic PainPain MeasurementPhotic Stimulation

Identifiers

PMID41451525
PMCPMC12910465

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.