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Pain phenotyping and investigation of outcomes in physical therapy: An exploratory study in patients with low back pain
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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9928110/ https://www.ncbi.nlm.nih.gov/pubmed/36787322 http://dx.doi.org/10.1371/journal.pone.0281517 |
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author | Wilson, Abigail T. Riley, Joseph L. Bishop, Mark D. Beneciuk, Jason M. Cruz-Almeida, Yenisel Markut, Keri Redd, Charlotte LeBlond, Nicholas Pham, Patrick H. Shirey, David Bialosky, Joel E. |
author_facet | Wilson, Abigail T. Riley, Joseph L. Bishop, Mark D. Beneciuk, Jason M. Cruz-Almeida, Yenisel Markut, Keri Redd, Charlotte LeBlond, Nicholas Pham, Patrick H. Shirey, David Bialosky, Joel E. |
author_sort | Wilson, Abigail T. |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9928110 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-99281102023-02-15 Pain phenotyping and investigation of outcomes in physical therapy: An exploratory study in patients with low back pain Wilson, Abigail T. Riley, Joseph L. Bishop, Mark D. Beneciuk, Jason M. Cruz-Almeida, Yenisel Markut, Keri Redd, Charlotte LeBlond, Nicholas Pham, Patrick H. Shirey, David Bialosky, Joel E. PLoS One Research Article 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. Public Library of Science 2023-02-14 /pmc/articles/PMC9928110/ /pubmed/36787322 http://dx.doi.org/10.1371/journal.pone.0281517 Text en © 2023 Wilson et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Wilson, Abigail T. Riley, Joseph L. Bishop, Mark D. Beneciuk, Jason M. Cruz-Almeida, Yenisel Markut, Keri Redd, Charlotte LeBlond, Nicholas Pham, Patrick H. Shirey, David Bialosky, Joel E. Pain phenotyping and investigation of outcomes in physical therapy: An exploratory study in patients with low back pain |
title | Pain phenotyping and investigation of outcomes in physical therapy: An exploratory study in patients with low back pain |
title_full | Pain phenotyping and investigation of outcomes in physical therapy: An exploratory study in patients with low back pain |
title_fullStr | Pain phenotyping and investigation of outcomes in physical therapy: An exploratory study in patients with low back pain |
title_full_unstemmed | Pain phenotyping and investigation of outcomes in physical therapy: An exploratory study in patients with low back pain |
title_short | Pain phenotyping and investigation of outcomes in physical therapy: An exploratory study in patients with low back pain |
title_sort | pain phenotyping and investigation of outcomes in physical therapy: an exploratory study in patients with low back pain |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9928110/ https://www.ncbi.nlm.nih.gov/pubmed/36787322 http://dx.doi.org/10.1371/journal.pone.0281517 |
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