Metabolic profile changes in serum of migraine patients detected using 1H-NMR spectroscopy

被引:13
作者
Harder, Aster V. E. [1 ,2 ]
Vijfhuizen, Lisanne S. [1 ]
Henneman, Peter [3 ]
Willems van Dijk, Ko [1 ,4 ,5 ]
van Duijn, Cornelia M. [6 ,7 ]
Terwindt, Gisela M. [2 ]
van den Maagdenberg, Arn M. J. M. [1 ,2 ]
机构
[1] Leiden Univ, Med Ctr, Dept Human Genet, Leiden, Netherlands
[2] Leiden Univ, Med Ctr, Dept Neurol, Leiden, Netherlands
[3] Univ Amsterdam, Med Ctr, Amsterdam Reprod & Dev Res Inst, Dept Clin Genet,Genome Diagnost Lab, Amsterdam, Netherlands
[4] Leiden Univ, Med Ctr, Einthoven Lab Expt Vasc Med, Leiden, Netherlands
[5] Leiden Univ, Med Ctr, Div Endocrinol, Dept Internal Med, Leiden, Netherlands
[6] Erasmus MC, Dept Epidemiol, Rotterdam, Netherlands
[7] Univ Oxford, Nuffield Dept Populat Hlth, Oxford, England
关键词
H-1-NMR spectroscopy; Migraine; Biomarker; Blood; Serum; AMINO-ACIDS; CARDIOVASCULAR-DISEASE; PERIPHERAL-BLOOD; RISK-FACTORS; CGRP LEVELS; BIOMARKERS; PLASMA; PATHOPHYSIOLOGY; IDENTIFICATION; DYSFUNCTION;
D O I
10.1186/s10194-021-01357-w
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background Migraine is a common brain disorder but reliable diagnostic biomarkers in blood are still lacking. Our aim was to identify, using proton nuclear magnetic resonance (H-1-NMR) spectroscopy, metabolites in serum that are associated with lifetime and active migraine by comparing metabolic profiles of patients and controls. Methods Fasting serum samples from 313 migraine patients and 1512 controls from the Erasmus Rucphen Family (ERF) study were available for H-1-NMR spectroscopy. Data was analysed using elastic net regression analysis. Results A total of 100 signals representing 49 different metabolites were detected in 289 cases (of which 150 active migraine patients) and 1360 controls. We were able to identify profiles consisting of 6 metabolites predictive for lifetime migraine status and 22 metabolites predictive for active migraine status. We estimated with subsequent regression models that after correction for age, sex, BMI and smoking, the association with the metabolite profile in active migraine remained. Several of the metabolites in this profile are involved in lipid, glucose and amino acid metabolism. Conclusion This study indicates that metabolic profiles, based on serum concentrations of several metabolites, including lipids, amino acids and metabolites of glucose metabolism, can distinguish active migraine patients from controls.
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页数:10
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