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

Publication ,  Journal Article
Wilson, AT; Riley, JL; Bishop, MD; Beneciuk, JM; Cruz-Almeida, Y; Markut, K; Redd, C; LeBlond, N; Pham, PH; Shirey, D; Bialosky, JE
Published in: PLOS ONE
February 14, 2023

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 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.

Duke Scholars

Published In

PLOS ONE

DOI

EISSN

1932-6203

Publication Date

February 14, 2023

Volume

18

Issue

2

Start / End Page

e0281517 / e0281517

Publisher

Public Library of Science (PLoS)

Related Subject Headings

  • General Science & Technology
 

Citation

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Chicago
ICMJE
MLA
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Wilson, A. T., Riley, J. L., Bishop, M. D., Beneciuk, J. M., Cruz-Almeida, Y., Markut, K., … Bialosky, J. E. (2023). Pain phenotyping and investigation of outcomes in physical therapy: An exploratory study in patients with low back pain. PLOS ONE, 18(2), e0281517–e0281517. https://doi.org/10.1371/journal.pone.0281517
Wilson, Abigail T., Joseph L. Riley, Mark D. Bishop, Jason M. Beneciuk, Yenisel Cruz-Almeida, Keri Markut, Charlotte Redd, et al. “Pain phenotyping and investigation of outcomes in physical therapy: An exploratory study in patients with low back pain.” Edited by Fatih Özden. PLOS ONE 18, no. 2 (February 14, 2023): e0281517–e0281517. https://doi.org/10.1371/journal.pone.0281517.
Wilson AT, Riley JL, Bishop MD, Beneciuk JM, Cruz-Almeida Y, Markut K, et al. Pain phenotyping and investigation of outcomes in physical therapy: An exploratory study in patients with low back pain. Özden F, editor. PLOS ONE. 2023 Feb 14;18(2):e0281517–e0281517.
Wilson, Abigail T., et al. “Pain phenotyping and investigation of outcomes in physical therapy: An exploratory study in patients with low back pain.” PLOS ONE, edited by Fatih Özden, vol. 18, no. 2, Public Library of Science (PLoS), Feb. 2023, pp. e0281517–e0281517. Crossref, doi:10.1371/journal.pone.0281517.
Wilson AT, Riley JL, Bishop MD, Beneciuk JM, Cruz-Almeida Y, Markut K, Redd C, LeBlond N, Pham PH, Shirey D, Bialosky JE. Pain phenotyping and investigation of outcomes in physical therapy: An exploratory study in patients with low back pain. Özden F, editor. PLOS ONE. Public Library of Science (PLoS); 2023 Feb 14;18(2):e0281517–e0281517.

Published In

PLOS ONE

DOI

EISSN

1932-6203

Publication Date

February 14, 2023

Volume

18

Issue

2

Start / End Page

e0281517 / e0281517

Publisher

Public Library of Science (PLoS)

Related Subject Headings

  • General Science & Technology