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      Disease-Related Changes in the Cerebrospinal Fluid Metabolome in Amyotrophic Lateral Sclerosis Detected by GC/TOFMS

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          Abstract

          Background/Aim

          The changes in the cerebrospinal fluid (CSF) metabolome associated with the fatal neurodegenerative disease amyotrophic lateral sclerosis (ALS) are poorly understood and earlier smaller studies have shown conflicting results. The metabolomic methodology is suitable for screening large cohorts of samples. Global metabolomics can be used for detecting changes of metabolite concentrations in samples of fluids such as CSF.

          Methodology

          Using gas chromatography coupled to mass spectrometry (GC/TOFMS) and multivariate statistical modeling, we simultaneously studied the metabolome signature of ∼120 small metabolites in the CSF of patients with ALS, stratified according to hereditary disposition and clinical subtypes of ALS in relation to controls.

          Principal Findings

          The study is the first to report data validated over two sub-sets of ALS vs. control patients for a large set of metabolites analyzed by GC/TOFMS. We find that patients with sporadic amyotrophic lateral sclerosis (SALS) have a heterogeneous metabolite signature in the cerebrospinal fluid, in some patients being almost identical to controls. However, familial amyotrophic lateral sclerosis (FALS) without superoxide dismutase-1 gene (SOD1) mutation is less heterogeneous than SALS. The metabolome of the cerebrospinal fluid of 17 ALS patients with a SOD1 gene mutation was found to form a separate homogeneous group. Analysis of metabolites revealed that glutamate and glutamine were reduced, in particular in patients with a familial predisposition. There are significant differences in the metabolite profile and composition among patients with FALS, SALS and patients carrying a mutation in the SOD1 gene suggesting that the neurodegenerative process in different subtypes of ALS may be partially dissimilar.

          Conclusions/Significance

          Patients with a genetic predisposition to amyotrophic lateral sclerosis have a more distinct and homogeneous signature than patients with a sporadic disease.

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          Most cited references25

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          OPLS discriminant analysis: combining the strengths of PLS-DA and SIMCA classification

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            CV-ANOVA for significance testing of PLS and OPLS® models

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              ALS phenotypes with mutations in CHMP2B (charged multivesicular body protein 2B).

              Mutation in the CHMP2B gene has been implicated in frontotemporal dementia. The authors screened CHMP2B in patients with ALS and several cohorts of control samples. They identified mutations (Q206H; I29V) in two patients with non-SOD1 ALS. Neuropathology of the Q206H case showed lower motor neuron predominant disease with ubiquitylated inclusions in motor neurons. Antibodies to p62 (sequestosome 1) showed novel oligodendroglial inclusions in the motor cortex.
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                Author and article information

                Contributors
                Role: Editor
                Journal
                PLoS One
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, USA )
                1932-6203
                2011
                4 April 2011
                : 6
                : 4
                : e17947
                Affiliations
                [1 ]Institute of Pharmacology and Clinical Neuroscience, Umeå University, Umeå, Sweden
                [2 ]Department of Chemistry, Computational Life Science Cluster, Umeå University, Umeå, Sweden
                [3 ]Department of Forest Genetics and Plant Physiology, Umeå Plant Science Centre, Swedish University of Agricultural Sciences, Umeå, Sweden
                [4 ]Department of Medical Biosciences, Clinical Chemistry, Umeå University, Umeå, Sweden
                Brigham and Women's Hospital, Harvard Medical School, United States of America
                Author notes

                Conceived and designed the experiments: AW TM HA PMA. Performed the experiments: AW HA PMA. Analyzed the data: AW TM SLM HA PMA. Contributed reagents/materials/analysis tools: TM HA PMA. Wrote the paper: AW TM SLM HA PMA.

                Article
                PONE-D-10-06669
                10.1371/journal.pone.0017947
                3070699
                21483737
                83bdee53-625a-482a-ad1d-0d80d33cd8b5
                Wuolikainen et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
                History
                : 8 December 2010
                : 16 February 2011
                Page count
                Pages: 8
                Categories
                Research Article
                Biology
                Biochemistry
                Metabolism
                Protein Metabolism
                Neurochemistry
                Neurochemicals
                Glutamate
                Genetics
                Genetics of Disease
                Neuroscience
                Neurochemistry
                Neurochemicals
                Glutamate
                Neurobiology of Disease and Regeneration
                Chemistry
                Analytical Chemistry
                Chemical Analysis
                Chromatography
                Gas Chromatography
                Organic Chemistry
                Organic Acids
                Amino Acids
                Medicine
                Clinical Research Design
                Case-Control Studies
                Diagnostic Medicine
                Pathology
                Clinical Pathology
                Clinical Chemistry
                General Pathology
                Biomarkers
                Neurology
                Motor Neuron Diseases
                Amyotrophic Lateral Sclerosis
                Neurodegenerative Diseases

                Uncategorized
                Uncategorized

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