Metabolite Profiling of Alzheimer's Disease Cerebrospinal Fluid

被引:136
作者
Czech, Christian [1 ]
Berndt, Peter [1 ]
Busch, Kristina [2 ]
Schmitz, Oliver [3 ]
Wiemer, Jan [3 ]
Most, Veronique [5 ]
Hampel, Harald [4 ]
Kastler, Juergen [3 ]
Senn, Hans [1 ]
机构
[1] F Hoffmann La Roche, Div Pharmaceut, Basel, Switzerland
[2] Badisch Anylene & Soda Fabriques BASF SE, Limburgerhof, Germany
[3] Metanomics, Berlin, Germany
[4] Goethe Univ Frankfurt, Dept Psychiat Psychosomat Med & Psychotherapy, Frankfurt, Germany
[5] Forenap Pharma, Rouffach, France
关键词
CSF; CORTISOL; NOREPINEPHRINE; HOMOCYSTEINE; DIAGNOSTICS; BIOMARKERS; DISCOVERY; MARKERS; BETA;
D O I
10.1371/journal.pone.0031501
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Alzheimer's disease (AD) is a neurodegenerative disorder characterized by progressive loss of cognitive functions. Today the diagnosis of AD relies on clinical evaluations and is only late in the disease. Biomarkers for early detection of the underlying neuropathological changes are still lacking and the biochemical pathways leading to the disease are still not completely understood. The aim of this study was to identify the metabolic changes resulting from the disease phenotype by a thorough and systematic metabolite profiling approach. For this purpose CSF samples from 79 AD patients and 51 healthy controls were analyzed by gas and liquid chromatography-tandem mass spectrometry (GC-MS and LC-MS/MS) in conjunction with univariate and multivariate statistical analyses. In total 343 different analytes have been identified. Significant changes in the metabolite profile of AD patients compared to healthy controls have been identified. Increased cortisol levels seemed to be related to the progression of AD and have been detected in more severe forms of AD. Increased cysteine associated with decreased uridine was the best paired combination to identify light AD (MMSE>22) with specificity and sensitivity above 75%. In this group of patients, sensitivity and specificity above 80% were obtained for several combinations of three to five metabolites, including cortisol and various amino acids, in addition to cysteine and uridine.
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页数:10
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