Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Freidin, Maxim B., Wells, Helena R.R., Potter, Tilly, Livshits, Gregory, Menni, Cristina, Williams, Frances M.K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Pub. Co 2018
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
_version_ 1783292017132961792
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
work_keys_str_mv AT freidinmaximb metabolomicmarkersoffatigueassociationbetweencirculatingmetabolomeandfatigueinwomenwithchronicwidespreadpain
AT wellshelenarr metabolomicmarkersoffatigueassociationbetweencirculatingmetabolomeandfatigueinwomenwithchronicwidespreadpain
AT pottertilly metabolomicmarkersoffatigueassociationbetweencirculatingmetabolomeandfatigueinwomenwithchronicwidespreadpain
AT livshitsgregory metabolomicmarkersoffatigueassociationbetweencirculatingmetabolomeandfatigueinwomenwithchronicwidespreadpain
AT mennicristina metabolomicmarkersoffatigueassociationbetweencirculatingmetabolomeandfatigueinwomenwithchronicwidespreadpain
AT williamsfrancesmk metabolomicmarkersoffatigueassociationbetweencirculatingmetabolomeandfatigueinwomenwithchronicwidespreadpain