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Metabolomic markers of fatigue: Association between circulating metabolome and fatigue in women with chronic widespread pain
BACKGROUND: Fatigue is a sensation of unbearable tiredness that frequently accompanies chronic widespread musculoskeletal pain (CWP) and inflammatory joint disease. Its mechanisms are poorly understood and there is a lack of effective biomarkers for diagnosis and onset prediction. We studied the cir...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Pub. Co
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5764223/ https://www.ncbi.nlm.nih.gov/pubmed/29197660 http://dx.doi.org/10.1016/j.bbadis.2017.11.025 |
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author | Freidin, Maxim B. Wells, Helena R.R. Potter, Tilly Livshits, Gregory Menni, Cristina Williams, Frances M.K. |
author_facet | Freidin, Maxim B. Wells, Helena R.R. Potter, Tilly Livshits, Gregory Menni, Cristina Williams, Frances M.K. |
author_sort | Freidin, Maxim B. |
collection | PubMed |
description | BACKGROUND: Fatigue is a sensation of unbearable tiredness that frequently accompanies chronic widespread musculoskeletal pain (CWP) and inflammatory joint disease. Its mechanisms are poorly understood and there is a lack of effective biomarkers for diagnosis and onset prediction. We studied the circulating metabolome in a population sample characterised for CWP to identify biomarkers showing specificity for fatigue. MATERIAL AND METHODS: Untargeted metabolomic profiling was conducted on fasting plasma and serum samples of 1106 females with and without CWP from the TwinsUK cohort. Linear mixed-effects models accounting for covariates were used to determine relationships between fatigue and metabolites. Receiver operating curve (ROC)-analysis was used to determine predictive value of metabolites for fatigue. RESULTS: While no association between fatigue and metabolites was identified in twins without CWP (n = 711), in participants with CWP (n = 395), levels of eicosapentaenoate (EPA) ω-3 fatty acid were significantly reduced in those with fatigue (β = − 0.452 ± 0.116; p = 1.2 × 10(− 4)). A significant association between fatigue and two other metabolites also emerged when BMI was excluded from the model: 3-carboxy-4-methyl-5-propyl-2-furanpropanoate (CMPF), and C-glycosyltryptophan (p = 1.5 × 10(− 4) and p = 3.1 × 10(− 4), respectively). ROC analysis has identified a combination of 15 circulating metabolites with good predictive potential for fatigue in CWP (AUC = 75%; 95% CI 69–80%). CONCLUSION: The results of this agnostic metabolomics screening show that fatigue is metabolically distinct from CWP, and is associated with a decrease in circulating levels of EPA. Our panel of circulating metabolites provides the starting point for a diagnostic test for fatigue in CWP. |
format | Online Article Text |
id | pubmed-5764223 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Elsevier Pub. Co |
record_format | MEDLINE/PubMed |
spelling | pubmed-57642232018-02-01 Metabolomic markers of fatigue: Association between circulating metabolome and fatigue in women with chronic widespread pain Freidin, Maxim B. Wells, Helena R.R. Potter, Tilly Livshits, Gregory Menni, Cristina Williams, Frances M.K. Biochim Biophys Acta Article BACKGROUND: Fatigue is a sensation of unbearable tiredness that frequently accompanies chronic widespread musculoskeletal pain (CWP) and inflammatory joint disease. Its mechanisms are poorly understood and there is a lack of effective biomarkers for diagnosis and onset prediction. We studied the circulating metabolome in a population sample characterised for CWP to identify biomarkers showing specificity for fatigue. MATERIAL AND METHODS: Untargeted metabolomic profiling was conducted on fasting plasma and serum samples of 1106 females with and without CWP from the TwinsUK cohort. Linear mixed-effects models accounting for covariates were used to determine relationships between fatigue and metabolites. Receiver operating curve (ROC)-analysis was used to determine predictive value of metabolites for fatigue. RESULTS: While no association between fatigue and metabolites was identified in twins without CWP (n = 711), in participants with CWP (n = 395), levels of eicosapentaenoate (EPA) ω-3 fatty acid were significantly reduced in those with fatigue (β = − 0.452 ± 0.116; p = 1.2 × 10(− 4)). A significant association between fatigue and two other metabolites also emerged when BMI was excluded from the model: 3-carboxy-4-methyl-5-propyl-2-furanpropanoate (CMPF), and C-glycosyltryptophan (p = 1.5 × 10(− 4) and p = 3.1 × 10(− 4), respectively). ROC analysis has identified a combination of 15 circulating metabolites with good predictive potential for fatigue in CWP (AUC = 75%; 95% CI 69–80%). CONCLUSION: The results of this agnostic metabolomics screening show that fatigue is metabolically distinct from CWP, and is associated with a decrease in circulating levels of EPA. Our panel of circulating metabolites provides the starting point for a diagnostic test for fatigue in CWP. Elsevier Pub. Co 2018-02 /pmc/articles/PMC5764223/ /pubmed/29197660 http://dx.doi.org/10.1016/j.bbadis.2017.11.025 Text en © 2017 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Freidin, Maxim B. Wells, Helena R.R. Potter, Tilly Livshits, Gregory Menni, Cristina Williams, Frances M.K. Metabolomic markers of fatigue: Association between circulating metabolome and fatigue in women with chronic widespread pain |
title | Metabolomic markers of fatigue: Association between circulating metabolome and fatigue in women with chronic widespread pain |
title_full | Metabolomic markers of fatigue: Association between circulating metabolome and fatigue in women with chronic widespread pain |
title_fullStr | Metabolomic markers of fatigue: Association between circulating metabolome and fatigue in women with chronic widespread pain |
title_full_unstemmed | Metabolomic markers of fatigue: Association between circulating metabolome and fatigue in women with chronic widespread pain |
title_short | Metabolomic markers of fatigue: Association between circulating metabolome and fatigue in women with chronic widespread pain |
title_sort | metabolomic markers of fatigue: association between circulating metabolome and fatigue in women with chronic widespread pain |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5764223/ https://www.ncbi.nlm.nih.gov/pubmed/29197660 http://dx.doi.org/10.1016/j.bbadis.2017.11.025 |
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