Data from: Large scale plasma metabolome analysis reveals alterations in HDL metabolism in migraine

  • Gerrit L J Onderwater (Contributor)
  • Lannie Ligthart (Contributor)
  • Mariska Bot (Contributor)
  • Ayse Demirkan (Contributor)
  • J. Fu (Contributor)
  • Carla J H van der Kallen (Contributor)
  • Lisanne S Vijfhuizen (Contributor)
  • René Pool (Contributor)
  • Jun Liu (Contributor)
  • Floris H M Vanmolkot (Contributor)
  • M. Beekman (Contributor)
  • N. Amin (Contributor)
  • Carisha S Thesing (Contributor)
  • Judith A Pijpers (Contributor)
  • Dennis A Kies (Contributor)
  • Ronald Zielman (Contributor)
  • Irene de Boer (Contributor)
  • Marleen M. J. Van Greevenbroek (Contributor)
  • Ilja C W Arts (Contributor)
  • Yuri Milaneschi (Contributor)
  • M.T. Schram (Contributor)
  • Pieter C Dagnelie (Contributor)
  • Lude Franke (Contributor)
  • M.A. Ikram (Contributor)
  • Michel D Ferrari (Contributor)
  • Jelle J Goeman (Contributor)
  • P.E. Slagboom (Contributor)
  • Cisca Wijmenga (Contributor)
  • Coen D.A. Stehouwer (Contributor)
  • Dorret Boomsma (Contributor)
  • C.M. van Duijn (Contributor)
  • B.W.J.H. Penninx (Contributor)
  • Gisela M Terwindt (Contributor)
  • Arn M J M van den Maagdenberg (Contributor)

Dataset / Software

Description

Objective: To identify a plasma metabolomic biomarker signature for migraine. Methods: Plasma samples from 8 Dutch cohorts (n = 10,153: 2,800 migraine patients and 7,353 controls) were profiled on a 1H-NMR-based metabolomics platform, to quantify 146 individual metabolites (e.g., lipids, fatty acids, and lipoproteins) and 79 metabolite ratios. Metabolite measures associated with migraine were obtained after single-metabolite logistic regression combined with a random-effects meta-analysis performed in a nonstratified and sex-stratified manner. Next, a global test analysis was performed to identify sets of related metabolites associated with migraine. The Holm procedure was applied to control the family-wise error rate at 5% in single-metabolite and global test analyses. Results: Decreases in the level of apolipoprotein A1 (β −0.10; 95% confidence interval [CI] −0.16, −0.05; adjusted p = 0.029) and free cholesterol to total lipid ratio present in small high-density lipoprotein subspecies (HDL) (β −0.10; 95% CI −0.15, −0.05; adjusted p = 0.029) were associated with migraine status. In addition, only in male participants, a decreased level of omega-3 fatty acids (β −0.24; 95% CI −0.36, −0.12; adjusted p = 0.033) was associated with migraine. Global test analysis further supported that HDL traits (but not other lipoproteins) were associated with migraine status. Conclusions: Metabolic profiling of plasma yielded alterations in HDL metabolism in migraine patients and decreased omega-3 fatty acids only in male migraineurs.
Date made available2019
PublisherZenodo

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