NMR analysis of the CSF and plasma metabolome of rigorously matched amyotrophic lateral sclerosis, Parkinson’s disease and control subjects
Introduction Amyotrophic lateral sclerosis (ALS) and Parkinson’s disease (PD) are two severe neurodegenerative disorders for which the disease mechanisms are poorly understood and reliable biomarkers are absent. Objectives To identify metabolite biomarkers for ALS and PD, and to gain insights into w...
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Published in | Metabolomics Vol. 12; no. 6; p. 1 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
New York
Springer US
01.06.2016
Springer Nature B.V |
Subjects | |
Online Access | Get full text |
ISSN | 1573-3882 1573-3890 1573-3890 |
DOI | 10.1007/s11306-016-1041-6 |
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Abstract | Introduction
Amyotrophic lateral sclerosis (ALS) and Parkinson’s disease (PD) are two severe neurodegenerative disorders for which the disease mechanisms are poorly understood and reliable biomarkers are absent.
Objectives
To identify metabolite biomarkers for ALS and PD, and to gain insights into which metabolic pathways are involved in disease.
Methods
Nuclear magnetic resonance (NMR) metabolomics was utilized to characterize the metabolite profiles of cerebrospinal fluid (CSF) and plasma from individuals in three age, gender, and sampling-date matched groups, comprising 22 ALS, 22 PD and 28 control subjects.
Results
Multivariate analysis of NMR data generated robust discriminatory models for separation of ALS from control subjects. ALS patients showed increased concentrations of several metabolites in both CSF and plasma, these are alanine (CSF fold change = 1.22,
p
= 0.005), creatine (CSF-fc = 1.17,
p
= 0.001), glucose (CSF-fc = 1.11,
p
= 0.036), isoleucine (CSF-fc = 1.24,
p
= 0.002), and valine (CSF-fc = 1.17,
p
= 0.014). Additional metabolites in CSF (creatinine, dimethylamine and lactic acid) and plasma (acetic acid, glutamic acid, histidine, leucine, pyruvate and tyrosine) were also important for this discrimination. Similarly, panels of CSF-metabolites that discriminate PD from ALS and control subjects were identified.
Conclusions
The results for the ALS patients suggest an affected creatine/creatinine pathway and an altered branched chain amino acid (BCAA) metabolism, and suggest links to glucose and energy metabolism. Putative metabolic markers specific for ALS (e.g. creatinine and lactic acid) and PD (e.g. 3-hydroxyisovaleric acid and mannose) were identified, while several (e.g. creatine and BCAAs) were shared between ALS and PD, suggesting some overlap in metabolic alterations in these disorders. |
---|---|
AbstractList | Introduction
Amyotrophic lateral sclerosis (ALS) and Parkinson’s disease (PD) are two severe neurodegenerative disorders for which the disease mechanisms are poorly understood and reliable biomarkers are absent.
Objectives
To identify metabolite biomarkers for ALS and PD, and to gain insights into which metabolic pathways are involved in disease.
Methods
Nuclear magnetic resonance (NMR) metabolomics was utilized to characterize the metabolite profiles of cerebrospinal fluid (CSF) and plasma from individuals in three age, gender, and sampling-date matched groups, comprising 22 ALS, 22 PD and 28 control subjects.
Results
Multivariate analysis of NMR data generated robust discriminatory models for separation of ALS from control subjects. ALS patients showed increased concentrations of several metabolites in both CSF and plasma, these are alanine (CSF fold change = 1.22,
p
= 0.005), creatine (CSF-fc = 1.17,
p
= 0.001), glucose (CSF-fc = 1.11,
p
= 0.036), isoleucine (CSF-fc = 1.24,
p
= 0.002), and valine (CSF-fc = 1.17,
p
= 0.014). Additional metabolites in CSF (creatinine, dimethylamine and lactic acid) and plasma (acetic acid, glutamic acid, histidine, leucine, pyruvate and tyrosine) were also important for this discrimination. Similarly, panels of CSF-metabolites that discriminate PD from ALS and control subjects were identified.
Conclusions
The results for the ALS patients suggest an affected creatine/creatinine pathway and an altered branched chain amino acid (BCAA) metabolism, and suggest links to glucose and energy metabolism. Putative metabolic markers specific for ALS (e.g. creatinine and lactic acid) and PD (e.g. 3-hydroxyisovaleric acid and mannose) were identified, while several (e.g. creatine and BCAAs) were shared between ALS and PD, suggesting some overlap in metabolic alterations in these disorders. Introduction: Amyotrophic lateral sclerosis (ALS) and Parkinson’s disease (PD) are two severe neurodegenerative disorders for which the disease mechanisms are poorly understood and reliable biomarkers are absent. Objectives: To identify metabolite biomarkers for ALS and PD, and to gain insights into which metabolic pathways are involved in disease. Methods: Nuclear magnetic resonance (NMR) metabolomics was utilized to characterize the metabolite profiles of cerebrospinal fluid (CSF) and plasma from individuals in three age, gender, and sampling-date matched groups, comprising 22 ALS, 22 PD and 28 control subjects. Results: Multivariate analysis of NMR data generated robust discriminatory models for separation of ALS from control subjects. ALS patients showed increased concentrations of several metabolites in both CSF and plasma, these are alanine (CSF fold change = 1.22, p = 0.005), creatine (CSF-fc = 1.17, p = 0.001), glucose (CSF-fc = 1.11, p = 0.036), isoleucine (CSF-fc = 1.24, p = 0.002), and valine (CSF-fc = 1.17, p = 0.014). Additional metabolites in CSF (creatinine, dimethylamine and lactic acid) and plasma (acetic acid, glutamic acid, histidine, leucine, pyruvate and tyrosine) were also important for this discrimination. Similarly, panels of CSF-metabolites that discriminate PD from ALS and control subjects were identified. Conclusions: The results for the ALS patients suggest an affected creatine/creatinine pathway and an altered branched chain amino acid (BCAA) metabolism, and suggest links to glucose and energy metabolism. Putative metabolic markers specific for ALS (e.g. creatinine and lactic acid) and PD (e.g. 3-hydroxyisovaleric acid and mannose) were identified, while several (e.g. creatine and BCAAs) were shared between ALS and PD, suggesting some overlap in metabolic alterations in these disorders. Introduction Amyotrophic lateral sclerosis (ALS) and Parkinson's disease (PD) are two severe neurodegenerative disorders for which the disease mechanisms are poorly understood and reliable biomarkers are absent. Objectives To identify metabolite biomarkers for ALS and PD, and to gain insights into which metabolic pathways are involved in disease. Methods Nuclear magnetic resonance (NMR) metabolomics was utilized to characterize the metabolite profiles of cerebrospinal fluid (CSF) and plasma from individuals in three age, gender, and sampling-date matched groups, comprising 22 ALS, 22 PD and 28 control subjects. Results Multivariate analysis of NMR data generated robust discriminatory models for separation of ALS from control subjects. ALS patients showed increased concentrations of several metabolites in both CSF and plasma, these are alanine (CSF fold change = 1.22, p = 0.005), creatine (CSF-fc = 1.17, p = 0.001), glucose (CSF-fc = 1.11, p = 0.036), isoleucine (CSF-fc = 1.24, p = 0.002), and valine (CSF-fc = 1.17, p = 0.014). Additional metabolites in CSF (creatinine, dimethylamine and lactic acid) and plasma (acetic acid, glutamic acid, histidine, leucine, pyruvate and tyrosine) were also important for this discrimination. Similarly, panels of CSF-metabolites that discriminate PD from ALS and control subjects were identified. Conclusions The results for the ALS patients suggest an affected creatine/creatinine pathway and an altered branched chain amino acid (BCAA) metabolism, and suggest links to glucose and energy metabolism. Putative metabolic markers specific for ALS (e.g. creatinine and lactic acid) and PD (e.g. 3-hydroxyisovaleric acid and mannose) were identified, while several (e.g. creatine and BCAAs) were shared between ALS and PD, suggesting some overlap in metabolic alterations in these disorders. |
ArticleNumber | 101 |
Author | Wu, Junfang Trupp, Miles Andersen, Peter M. Wuolikainen, Anna Marklund, Stefan L. Jonsson, Pär Öhman, Anders Forsgren, Lars |
Author_xml | – sequence: 1 givenname: Junfang surname: Wu fullname: Wu, Junfang organization: Department of Chemistry, Umeå University, Department of Pharmacology and Clinical Neuroscience, Umeå University – sequence: 2 givenname: Anna surname: Wuolikainen fullname: Wuolikainen, Anna organization: Department of Chemistry, Umeå University – sequence: 3 givenname: Miles surname: Trupp fullname: Trupp, Miles organization: Department of Pharmacology and Clinical Neuroscience, Umeå University – sequence: 4 givenname: Pär surname: Jonsson fullname: Jonsson, Pär organization: Department of Chemistry, Umeå University – sequence: 5 givenname: Stefan L. surname: Marklund fullname: Marklund, Stefan L. organization: Department of Medical Biosciences, Umeå University – sequence: 6 givenname: Peter M. surname: Andersen fullname: Andersen, Peter M. organization: Department of Pharmacology and Clinical Neuroscience, Umeå University – sequence: 7 givenname: Lars surname: Forsgren fullname: Forsgren, Lars organization: Department of Pharmacology and Clinical Neuroscience, Umeå University – sequence: 8 givenname: Anders surname: Öhman fullname: Öhman, Anders email: anders.ohman01@umu.se organization: Department of Pharmacology and Clinical Neuroscience, Umeå University |
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Keywords | Plasma Parkinson’s disease (PD) Biomarker Cerebrospinal fluid (CSF) Amyotrophic lateral sclerosis (ALS) NMR metabolomics |
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Amyotrophic lateral sclerosis (ALS) and Parkinson’s disease (PD) are two severe neurodegenerative disorders for which the disease mechanisms are... Introduction Amyotrophic lateral sclerosis (ALS) and Parkinson's disease (PD) are two severe neurodegenerative disorders for which the disease mechanisms are... Introduction: Amyotrophic lateral sclerosis (ALS) and Parkinson’s disease (PD) are two severe neurodegenerative disorders for which the disease mechanisms are... |
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SubjectTerms | Amyotrophic lateral sclerosis (ALS) Biochemistry Biomarker Biomedical and Life Sciences Biomedicine Cell Biology Developmental Biology Life Sciences Molecular Medicine NMR metabolomics Original Article Parkinson's disease (PD) Plasma rebrospinal fluid (CSF) |
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Title | NMR analysis of the CSF and plasma metabolome of rigorously matched amyotrophic lateral sclerosis, Parkinson’s disease and control subjects |
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