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A metabolomic profile is associated with the risk of incident coronary heart disease.

Authors :
Vaarhorst AA
Verhoeven A
Weller CM
Böhringer S
Göraler S
Meissner A
Deelder AM
Henneman P
Gorgels AP
van den Brandt PA
Schouten LJ
van Greevenbroek MM
Merry AH
Verschuren WM
van den Maagdenberg AM
van Dijk KW
Isaacs A
Boomsma D
Oostra BA
van Duijn CM
Jukema JW
Boer JM
Feskens E
Heijmans BT
Slagboom PE
Source :
American heart journal [Am Heart J] 2014 Jul; Vol. 168 (1), pp. 45-52.e7. Date of Electronic Publication: 2014 Apr 04.
Publication Year :
2014

Abstract

Background: Metabolomics, defined as the comprehensive identification and quantification of low-molecular-weight metabolites to be found in a biological sample, has been put forward as a potential tool for classifying individuals according to their risk of coronary heart disease (CHD). Here, we investigated whether a single-point blood measurement of the metabolome is associated with and predictive for the risk of CHD.<br />Methods and Results: We obtained proton nuclear magnetic resonance spectra in 79 cases who developed CHD during follow-up (median 8.1 years) and in 565 randomly selected individuals. In these spectra, 100 signals representing 36 metabolites were identified. Applying least absolute shrinkage and selection operator regression, we defined a weighted metabolite score consisting of 13 proton nuclear magnetic resonance signals that optimally predicted CHD. This metabolite score, including signals representing a lipid fraction, glucose, valine, ornithine, glutamate, creatinine, glycoproteins, citrate, and 1.5-anhydrosorbitol, was associated with the incidence of CHD independent of traditional risk factors (TRFs) (hazard ratio 1.50, 95% CI 1.12-2.01). Predictive performance of this metabolite score on its own was moderate (C-index 0.75, 95% CI 0.70-0.80), but after adding age and sex, the C-index was only modestly lower than that of TRFs (C-index 0.81, 95% CI 0.77-0.85 and C-index 0.82, 95% CI 0.78-0.87, respectively). The metabolite score was also associated with prevalent CHD independent of TRFs (odds ratio 1.59, 95% CI 1.19-2.13).<br />Conclusion: A metabolite score derived from a single-point metabolome measurement is associated with CHD, and metabolomics may be a promising tool for refining and improving the prediction of CHD.<br /> (Copyright © 2014 Mosby, Inc. All rights reserved.)

Details

Language :
English
ISSN :
1097-6744
Volume :
168
Issue :
1
Database :
MEDLINE
Journal :
American heart journal
Publication Type :
Academic Journal
Accession number :
24952859
Full Text :
https://doi.org/10.1016/j.ahj.2014.01.019