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An exploratory identification of biological markers of chronic musculoskeletal pain in the low back, neck, and shoulders
OBJECTIVES: This study was an in-depth exploration of unique data from a nationally representative sample of adults living in the United States to identify biomarkers associated with musculoskeletal pain. METHODS: We performed secondary analyses of 2003–2004 NHANES data. After a first screening of 1...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9012384/ https://www.ncbi.nlm.nih.gov/pubmed/35427389 http://dx.doi.org/10.1371/journal.pone.0266999 |
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author | Djade, Codjo Djignefa Diorio, Caroline Laurin, Danielle Dionne, Clermont E. |
author_facet | Djade, Codjo Djignefa Diorio, Caroline Laurin, Danielle Dionne, Clermont E. |
author_sort | Djade, Codjo Djignefa |
collection | PubMed |
description | OBJECTIVES: This study was an in-depth exploration of unique data from a nationally representative sample of adults living in the United States to identify biomarkers associated with musculoskeletal pain. METHODS: We performed secondary analyses of 2003–2004 NHANES data. After a first screening of 187 markers, analyses of 31 biomarkers were conducted on participants aged ≥20 years identified in all counties using the 2000 Census Bureau data (n = 4,742). To assess the association of each biomarker with each pain outcome (acute, subacute and chronic low back, neck, and shoulder pain), analyses were carried out using multivariable logistic regression with adjustments for sex, age and body mass index. Biomarkers were considered as continuous variables and categorized at the median of their distributions. RESULTS: Pain at any site for ≥24 hours during the past month was reported by 1,214 participants. Of these, 779 mentioned that the pain had lasted for ≥3 months (“chronic pain”). α-carotene, ascorbic acid, β-carotene, mercury and total protein had a statistically significant, inverse association with ≥2 chronic pain sites. Acrylamide, alkaline phosphatase, cadmium, cotinine, glycidamide, homocysteine, retinol, triglycerides and white blood cell count were positively associated with ≥2 chronic pain sites. Few biological markers were associated with acute and subacute pain. CONCLUSIONS: This study identified some biomarkers that were strongly and consistently associated with musculoskeletal pain. These results raise new hypotheses and could have tremendous implications for advancing knowledge in the field. Research on musculoskeletal pain needs to put more effort on the biological dimension of the biopsychosocial model of pain. |
format | Online Article Text |
id | pubmed-9012384 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-90123842022-04-16 An exploratory identification of biological markers of chronic musculoskeletal pain in the low back, neck, and shoulders Djade, Codjo Djignefa Diorio, Caroline Laurin, Danielle Dionne, Clermont E. PLoS One Research Article OBJECTIVES: This study was an in-depth exploration of unique data from a nationally representative sample of adults living in the United States to identify biomarkers associated with musculoskeletal pain. METHODS: We performed secondary analyses of 2003–2004 NHANES data. After a first screening of 187 markers, analyses of 31 biomarkers were conducted on participants aged ≥20 years identified in all counties using the 2000 Census Bureau data (n = 4,742). To assess the association of each biomarker with each pain outcome (acute, subacute and chronic low back, neck, and shoulder pain), analyses were carried out using multivariable logistic regression with adjustments for sex, age and body mass index. Biomarkers were considered as continuous variables and categorized at the median of their distributions. RESULTS: Pain at any site for ≥24 hours during the past month was reported by 1,214 participants. Of these, 779 mentioned that the pain had lasted for ≥3 months (“chronic pain”). α-carotene, ascorbic acid, β-carotene, mercury and total protein had a statistically significant, inverse association with ≥2 chronic pain sites. Acrylamide, alkaline phosphatase, cadmium, cotinine, glycidamide, homocysteine, retinol, triglycerides and white blood cell count were positively associated with ≥2 chronic pain sites. Few biological markers were associated with acute and subacute pain. CONCLUSIONS: This study identified some biomarkers that were strongly and consistently associated with musculoskeletal pain. These results raise new hypotheses and could have tremendous implications for advancing knowledge in the field. Research on musculoskeletal pain needs to put more effort on the biological dimension of the biopsychosocial model of pain. Public Library of Science 2022-04-15 /pmc/articles/PMC9012384/ /pubmed/35427389 http://dx.doi.org/10.1371/journal.pone.0266999 Text en © 2022 Djade 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 Djade, Codjo Djignefa Diorio, Caroline Laurin, Danielle Dionne, Clermont E. An exploratory identification of biological markers of chronic musculoskeletal pain in the low back, neck, and shoulders |
title | An exploratory identification of biological markers of chronic musculoskeletal pain in the low back, neck, and shoulders |
title_full | An exploratory identification of biological markers of chronic musculoskeletal pain in the low back, neck, and shoulders |
title_fullStr | An exploratory identification of biological markers of chronic musculoskeletal pain in the low back, neck, and shoulders |
title_full_unstemmed | An exploratory identification of biological markers of chronic musculoskeletal pain in the low back, neck, and shoulders |
title_short | An exploratory identification of biological markers of chronic musculoskeletal pain in the low back, neck, and shoulders |
title_sort | exploratory identification of biological markers of chronic musculoskeletal pain in the low back, neck, and shoulders |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9012384/ https://www.ncbi.nlm.nih.gov/pubmed/35427389 http://dx.doi.org/10.1371/journal.pone.0266999 |
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