PLoS ONE · 2018 · 84 citations · 44 references
Life SciencesNeurobiologyNeuroscienceMass Spectrometric AnalysisMetabolismMetabolomicsCerebrospinal Fluid BiomarkersMass Spectrometry-based MetabolomicsMetabolite IdentificationMetabolite ProfilingMetabolite QuantificationParkinson DiseaseBiomarkers Of Parkinsonian DisordersDisease Metabolite ProfilingMetabolic Conversion PathwaysMetabolic Pathway ProfilingMetabolomic BiomarkersMitochondrial Dysfunction BiomarkersParkinson Disease BiomarkersTricarboxylic Acid Cycle Metabolism
The underlying mechanisms of Parkinson´s disease are not completely revealed. Especially, early diagnostic biomarkers are lacking. To characterize early pathophysiological events, research is focusing on metabolomics. In this case-control study we investigated the metabolic profile of 31 Parkinson´s disease-patients in comparison to 95 neurologically healthy controls. The investigation of metabolites in CSF was performed by a 12 Tesla SolariX Fourier transform-ion cyclotron resonance-mass spectrometer (FT-ICR-MS). Multivariate statistical analysis sorted the most important biomarkers in relation to their ability to differentiate Parkinson versus control. The affected metabolites, their connection and their conversion pathways are described by means of network analysis. The metabolic profiling by FT-ICR-MS in CSF yielded in a good group separation, giving insights into the disease mechanisms. A total number of 243 metabolites showed an affected intensity in Parkinson´s disease, whereas 15 of these metabolites seem to be the main biological contributors. The network analysis showed a connection to the tricarboxylic cycle (TCA cycle) and therefore to mitochondrial dysfunction and increased oxidative stress within mitochondria. The metabolomic analysis of CSF in Parkinson´s disease showed an association to pathways which are involved in lipid/ fatty acid metabolism, energy metabolism, glutathione metabolism and mitochondrial dysfunction.
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mixOmics: An R package for ‘omics feature selection and multiple data integration
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Anthony H.V. Schapira, Jonathan M. Cooper, David T. Dexter et al. · Journal of Neurochemistry · 1990 · 2.3K citations
M. C. de Rijk, Christophe Tzourio, Monique M.B. Breteler et al. · Journal of Neurology Neurosurgery & Psychiatry · 1997 · 834 citations · Full text