Evidence map›Paper›PMID 36787322›Full record

ArticlePloS one2023

Pain phenotyping and investigation of outcomes in physical therapy: An exploratory study in patients with low back pain.

Abigail T Wilson, Joseph L Riley, Mark D Bishop, Jason M Beneciuk, Yenisel Cruz-Almeida, Keri Markut, Charlotte Redd, Nicholas LeBlond, Patrick H Pham, David Shirey and 1 more

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
2.9field-weighted citation impact, top 10% 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

5 citing papers in PubMed, 12 citations in OpenAlex.

  1. Wearable sensor-based spinal motion assessments for identifying phenotypic clusters in chronic low back pain.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2026
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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

11 authors at 5 institutions in 1 country.

Abigail T WilsonSchool of Kinesiology and Rehabilitation Sciences, College of Health Professions and Sciences, University of Central Florida, Orlando, Florida, United States of America.ORCID 0000-0001-9740-5917
Joseph L RileyDepartment of Community Dentistry and Behavioral Science, University of Florida, Gainesville, Florida, United States of America.
Mark D BishopUniversity of Florida Department of Physical Therapy, Gainesville, Florida, United States of America.
Jason M BeneciukUniversity of Florida Department of Physical Therapy, Gainesville, Florida, United States of America.
Yenisel Cruz-AlmeidaDepartment of Community Dentistry and Behavioral Science, University of Florida, Gainesville, Florida, United States of America.
Keri MarkutUniversity of Florida Health Rehab Center-Orthopedic and Sports Medicine Institute, Gainesville, Florida, United States of America.
Charlotte ReddUniversity of Florida Health Rehab Center-Orthopedic and Sports Medicine Institute, Gainesville, Florida, United States of America.
Nicholas LeBlondDuke University Health System Durham, North Carolina, United States of America.
Patrick H PhamBrooks Rehabilitation, Jacksonville, Florida, United States of America.
David ShireyBrooks Rehabilitation, Jacksonville, Florida, United States of America.
Joel E BialoskyUniversity of Florida Department of Physical Therapy, Gainesville, Florida, United States of America.
University of Florida · USBrooks Rehabilitation Clinical Research Center · USUniversity of Florida Health · USDuke University Health System · USUniversity of Central Florida · US

Funding

UF Clinical and Translational Science AwardUL1TR000064 · NCATS · UNIVERSITY OF FLORIDA · PI NELSON, DAVID R · 2012 to 2014
$12.2M
NCATS NIH HHS UL1 TR000064
6 · The paper itself

Abstract

Phenotypes have been proposed as a method of characterizing subgroups based on biopsychosocial factors to identify responders to analgesic treatments. This study aimed to, first, confirm phenotypes in patients with low back pain receiving physical therapy based on an a priori set of factors used to derive subgroups in other pain populations. Second, an exploratory analysis examined if phenotypes differentiated pain and disability outcomes at four weeks of physical therapy. Fifty-five participants completed psychological questionnaires and pressure pain threshold (PPT). Somatization, anxiety, and depression domains of the Symptom-Checklist-90-Revised, and PPT, were entered into a hierarchical agglomerative cluster analysis with Ward's method to identify phenotypes. Repeated measures ANOVAs assessed pain ratings and disability by phenotype at four weeks. Three clusters emerged: 1) high emotional distress and pain sensitivity (n = 10), 2) low emotional distress (n = 34), 3) low pain sensitivity (n = 11). As an exploratory study, clusters did not differentiate pain ratings or disability after four weeks of physical therapy (p's>0.05). However, trends were observed as magnitude of change for pain varied by phenotype. This supports the characterization of homogenous subgroups based on a protocol conducted in the clinical setting with varying effect sizes noted by phenotype for short-term changes in pain. As an exploratory study, future studies should aim to repeat this trial in a larger sample of patients.

Indexed as

Low Back PainDisability EvaluationHumansPain MeasurementPain ThresholdPhysical Therapy ModalitiesSurveys and Questionnaires

Identifiers

PMID36787322
PMCPMC9928110
OpenAlexW4320709913

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.