Evidence map›Paper›PMID 38033775›Full record

ArticleFrontiers in neurology2023

Disentangling the neurological basis of chronic ocular pain using clinical, self-report, and brain imaging data: use of K-means clustering to explore patient phenotypes.

Scott Holmes, Nicholas Reyes, Jaxon J Huang, Anat Galor, Pradip M Pattany, Elizabeth R Felix, Eric A Moulton

Open access · goldAbstract read
In one paragraph

Article in Frontiers in neurology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
1.4field-weighted citation impact, top 17% of its field
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

7 citing papers in PubMed, 5 citations in OpenAlex.

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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

7 authors at 3 institutions in 1 country.

Scott HolmesPain and Affective Neuroscience Center, Department of Anesthesia, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, United States.
Nicholas ReyesSurgical Services, Miami Veterans Administration Medical Center, Miami, FL, United States.
Jaxon J HuangSurgical Services, Miami Veterans Administration Medical Center, Miami, FL, United States.
Anat GalorSurgical Services, Miami Veterans Administration Medical Center, Miami, FL, United States.
Pradip M PattanyDepartment of Radiology, University of Miami, Miami, FL, United States.
Elizabeth R FelixResearch Service, Miami Veterans Administration Medical Center, Miami, FL, United States.
Eric A MoultonPain and Affective Neuroscience Center, Department of Anesthesia, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, United States.
United States Department of Veterans Affairs · USBoston Children's Hospital · USUniversity of Miami · US

Funding

Shared Equipment ModuleP30EY014801 · NEI · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI Victor L Perez · 2004 to 2026
$12.2M
Differentiation of Clinical Phenotypes of Inflammatory and Neuropathic Ocular Pain Conditions with Morphologic Measures and Functional Brain ImagingU01EY034686 · NEI · BOSTON CHILDREN'S HOSPITAL · PI Eric Alan Moulton · 2022 to 2026
$4.7M
Defining bacterial members of the ocular surface microbiome and assessing stability over timeU24EY035102 · NEI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI GALOR, ANAT, ST LEGER, ANTHONY J · 2023 to 2025
$3.3M
Tear protein biomarkers of refractive surgery painR33EY032468 · NEI · OREGON HEALTH & SCIENCE UNIVERSITY · PI AICHER, SUE A, GALOR, ANAT · 2023 to 2025
$2.9M
The trigeminal nociceptive-pain pathway in pediatric mTBI: peripheral and central contributions to photophobiaR01EY034135 · NEI · BOSTON CHILDREN'S HOSPITAL · PI Scott Holmes, Eric Alan Moulton · 2023 to 2026
$1.9M
Lipid mediators and their signaling in ocular surface inflammation and meibomian gland dysfunctionI01BX004893 · VA · MIAMI VA HEALTH CARE SYSTEM · PI GALOR, ANAT, MANDAL, NAWAJES · 2021 to 2025
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A pilot study of the safety and feasibility of transcutaneous electrical nerve stimulation (TENS) for chronic ocular painI21RX003883 · VA · MIAMI VA HEALTH CARE SYSTEM · PI FELIX, ELIZABETH ROY · 2022 to 2023
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Neural mechanisms underlying photophobia and dry eyeI01CX002015 · VA · MIAMI VA HEALTH CARE SYSTEM · PI Anat Galor · 2020 to 2026
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BLRD VA I01 BX004893CSRD VA I01 CX002015NEI NIH HHS P30 EY014801NEI NIH HHS R01 EY034135NEI NIH HHS R33 EY032468NEI NIH HHS U01 EY034686NEI NIH HHS U24 EY035102RRD VA I21 RX003883
6 · The paper itself

Abstract

Introduction: The factors that mediate the expression of ocular pain and the mechanisms that promote chronic ocular pain symptoms are poorly understood. Central nervous system involvement has been postulated based on observations of pain out of proportion to nociceptive stimuli in some individuals. This investigation focused on understanding functional connectivity between brain regions implicated in chronic pain in persons reporting ocular pain symptoms. Methods: We recruited a total of 53 persons divided into two cohorts: persons who reported no ocular pain, and persons who reported chronic ocular pain, irrespective of ocular surface findings. We performed a resting state fMRI investigation that was focused on subcortical brain structures including the trigeminal nucleus and performed a brief battery of ophthalmological examinations. Results: Persons in the pain cohort reported higher levels of pain symptoms relating to neuropathic pain and ocular surface disease, as well as more abnormal tear metrics (stability and tear production). Functional connectivity analysis between groups evinced multiple connections exemplifying both increases and decreases in connectivity including regions such as the trigeminal nucleus, amygdala, and sub-regions of the thalamus. Exploratory analysis of the pain cohort integrating clinical and brain function metrics highlighted subpopulations that showed unique phenotypes providing insight into pain mechanisms. Discussion: Study findings support centralized involvement in those reporting ocular-based pain and allude to mechanisms through which pain treatment services may be directed in future research.

Indexed as

chronic painfunctional MRIocular painpain behaviorpain mechanism

Identifiers

PMID38033775
PMCPMC10687553
OpenAlexW4388728520

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.