Abstract |
Although metabolomics has been increasingly used to observe metabolic pattern and disease-specific metabolic markers, metabolite profiling for moyamoya disease (MMD) has not yet been done in adults. This study investigated cerebrospinal fluid (CSF) metabolites specific to bilateral MMD (B-MMD) and compared them to those of unilateral MMD (U-MMD) or atherosclerotic stenosis with hydrogen-1 nuclear magnetic resonance spectroscopy to identify metabolic biomarkers associated with MMD in adults.CSF samples of B-MMD (n = 29), U-MMD (n = 11), and atherosclerotic cerebrovascular disease (ACVD) (n = 8) were recruited. Principal component analysis, partial least square discriminant analysis, and orthogonal projections to latent structure discriminant analysis (OPLS-DA) were done for the comparisons. Diagnostic performance was acquired by prediction of 1 left-out sample from the distinction model constructed with the rest of the samples.B-MMD showed an increase in glutamine (P < 0.001) and taurine (P = 0.004), and a decrease in glucose (P < 0.001), citrate (P = 0.002), and myo- inositol (P = 0.006) than those in ACVD. U-MMD showed a higher level of glutamine (P = 0.005) and taurine (P = 0.034), and a lower level of glutamate (P < 0.004) than those in ACVD. No difference at the metabolite level was observed between B-MMD and U-MMD. Cross-validation with the OPLS-DA model showed a high accuracy for the prediction of MMD.The results of the study suggest that a metabolomics approach may be helpful in confirming MMD and providing a better understanding of MMD pathogenesis. Elevated glutamine in the CSF may be associated with MMD pathogenesis, which was different from ACVD.
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Authors | Jin Pyeong Jeon, Taeho Yun, Xing Jin, Won-Sang Cho, Young-Je Son, Jae Seung Bang, Hyun-Seung Kang, Chang Wan Oh, Jeong Eun Kim, Sunghyouk Park |
Journal | Medicine
(Medicine (Baltimore))
Vol. 94
Issue 17
Pg. e629
(May 2015)
ISSN: 1536-5964 [Electronic] United States |
PMID | 25929894
(Publication Type: Comparative Study, Journal Article, Research Support, Non-U.S. Gov't)
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Chemical References |
- Biomarkers
- Glutamine
- Taurine
- Citric Acid
- Glutamic Acid
- Inositol
- Glucose
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Topics |
- Adult
- Biomarkers
(cerebrospinal fluid)
- Citric Acid
(cerebrospinal fluid)
- Female
- Glucose
(cerebrospinal fluid)
- Glutamic Acid
(cerebrospinal fluid)
- Glutamine
(cerebrospinal fluid)
- Humans
- Inositol
(cerebrospinal fluid)
- Intracranial Arteriosclerosis
(cerebrospinal fluid)
- Magnetic Resonance Spectroscopy
(methods)
- Male
- Metabolomics
(methods)
- Middle Aged
- Moyamoya Disease
(cerebrospinal fluid)
- Prospective Studies
- Taurine
(cerebrospinal fluid)
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