Evidence map›Paper›PMID 34900003›Full record

ArticleTherapeutic advances in musculoskeletal disease2021

Psychological profiles in adults with knee OA-related pain: a replication study.

Alisa J Johnson, Chavier Laffitte Nodarse, Julio A Peraza, Pedro A Valdes-Hernandez, Soamy Montesino-Goicolea, Zhiguang Huo, Roger B Fillingim, Yenisel Cruz-Almeida

Abstract read
In one paragraph

Article in Therapeutic advances in musculoskeletal disease, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
–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

9 citing papers in PubMed, 1 synthesis or guideline pooled it.

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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

8 authors.

Alisa J JohnsonPain Research & Intervention Center of Excellence, University of Florida, Gainesville, FL, USA.ORCID https://orcid.org/0000-0003-4287-8703
Chavier Laffitte NodarsePain Research & Intervention Center of Excellence, University of Florida, Gainesville, FL, USA.
Julio A PerazaPain Research & Intervention Center of Excellence, University of Florida, Gainesville, FL, USA.
Pedro A Valdes-HernandezPain Research & Intervention Center of Excellence, University of Florida, Gainesville, FL, USA.
Soamy Montesino-GoicoleaPain Research & Intervention Center of Excellence, University of Florida, Gainesville, FL, USA.
Zhiguang HuoDepartment of Biostatistics, College of Public Health & Health Professions and College of Medicine, University of Florida, Gainesville, FL, USA.
Roger B FillingimPain Research & Intervention Center of Excellence, University of Florida, Gainesville, FL, USA.
Yenisel Cruz-AlmeidaPain Research & Intervention Center of Excellence, University of Florida, PO Box 103628, 1329 SW 16th Street, Ste 5180, Gainesville, FL 32610, USA.

Funding

Ethnic Differences in Responses to Painful StimuliR37AG033906 · NIA · UNIVERSITY OF FLORIDA · PI FILLINGIM, ROGER B · 2014 to 2023
$12.9M
Supplement-Discovery and Validation of Epigenetic Biomarkers in Brain TissueR01AG067757 · NIA · UNIVERSITY OF FLORIDA · PI CRUZ-ALMEIDA, YENISEL · 2020 to 2024
$4.2M
the Integrative and Multidisciplinary Pain and Aging Research Training (IMPART) ProgramT32AG049673 · NIA · UNIVERSITY OF FLORIDA · PI FILLINGIM, ROGER B · 2015 to 2024
$3.2M
Mechanisms of Oxytocin's Analgesia in Older Adults (Diversity Supplement)R01AG059809 · NIA · UNIVERSITY OF FLORIDA · PI CRUZ-ALMEIDA, YENISEL, EBNER, NATALIE C · 2018 to 2022
$1.8M
NIA NIH HHS R01 AG059809NIA NIH HHS R01 AG067757NIA NIH HHS R37 AG033906NIA NIH HHS T32 AG049673
6 · The paper itself

Abstract

introductionPsychological factors have been associated with knee osteoarthritis pain severity and treatment outcomes, yet their combined contribution to phenotypic heterogeneity is poorly understood. In particular, empirically derived psychological profiles must be replicated before they can be targeted or considered for treatment studies. The objectives of this study were to (1) confirm previously identified psychological profiles using unsupervised clustering methods in persons with knee osteoarthritis pain, (2) determine the replicability of profiles using supervised machine learning in a different sample, and (3) examine associations with clinical pain, brain structure, and experimental pain.

methodsParticipants included two cohorts of individuals with knee osteoarthritis pain recruited as part of the multisite

resultsFour distinct profiles emerged in

conclusionsThis study highlights the importance of considering the biopsychosocial model in knee osteoarthritis pain assessment and treatment.

Indexed as

adultsbrain structureknee osteoarthritispainpsychological factors

Identifiers

PMID34900003
PMCPMC8664321

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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.