Metabolomic markers of fatigue: Association between circulating metabolome and fatigue in women with chronic widespread pain

Biochim Biophys Acta Mol Basis Dis. 2018 Feb;1864(2):601-606. doi: 10.1016/j.bbadis.2017.11.025. Epub 2017 Dec 2.

Abstract

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.

Keywords: Chronic widespread pain (CWP); Eicosapentaenoate (EPA); Fatigue; Metabolome.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't
  • Twin Study

MeSH terms

  • Adult
  • Aged
  • Area Under Curve
  • Biomarkers
  • C-Reactive Protein / chemistry
  • Chronic Pain / blood*
  • Chronic Pain / diagnosis
  • Chronic Pain / therapy
  • Cohort Studies
  • Diseases in Twins
  • Eicosapentaenoic Acid / blood
  • Fatigue / blood*
  • Fatigue / diagnosis
  • Fatigue / therapy
  • Fatty Acids, Omega-3 / blood
  • Female
  • Furans / blood
  • Furans / chemistry
  • Glycosylation
  • Humans
  • Inflammation
  • Linear Models
  • Metabolome*
  • Middle Aged
  • Musculoskeletal Pain / pathology
  • Propionates / blood
  • Propionates / chemistry
  • ROC Curve
  • Risk Factors
  • Tryptophan / chemistry
  • United Kingdom

Substances

  • Biomarkers
  • Fatty Acids, Omega-3
  • Furans
  • Propionates
  • 3-carboxy-4-methyl-5-propyl-2-furanpropionic acid
  • Tryptophan
  • C-Reactive Protein
  • Eicosapentaenoic Acid