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Cerebrospinal Fluid Metabolome in Parkinson’s Disease and Multiple System Atrophy

Parkinson’s disease (PD) and multiple system atrophy (MSA) belong to the neurodegenerative group of synucleinopathies; differential diagnosis between PD and MSA is difficult, especially at early stages, owing to their clinical and biological similarities. Thus, there is a pressing need to identify m...

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Autores principales: Kwon, Do Hyeon, Hwang, Ji Su, Kim, Seok Gi, Jang, Yong Eun, Shin, Tae Hwan, Lee, Gwang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8836409/
https://www.ncbi.nlm.nih.gov/pubmed/35163800
http://dx.doi.org/10.3390/ijms23031879
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author Kwon, Do Hyeon
Hwang, Ji Su
Kim, Seok Gi
Jang, Yong Eun
Shin, Tae Hwan
Lee, Gwang
author_facet Kwon, Do Hyeon
Hwang, Ji Su
Kim, Seok Gi
Jang, Yong Eun
Shin, Tae Hwan
Lee, Gwang
author_sort Kwon, Do Hyeon
collection PubMed
description Parkinson’s disease (PD) and multiple system atrophy (MSA) belong to the neurodegenerative group of synucleinopathies; differential diagnosis between PD and MSA is difficult, especially at early stages, owing to their clinical and biological similarities. Thus, there is a pressing need to identify metabolic biomarkers for these diseases. The metabolic profile of the cerebrospinal fluid (CSF) is reported to be altered in PD and MSA; however, the altered metabolites remain unclear. We created a single network with altered metabolites in PD and MSA based on the literature and assessed biological functions, including metabolic disorders of the nervous system, inflammation, concentration of ATP, and neurological disorder, through bioinformatics methods. Our in-silico prediction-based metabolic networks are consistent with Parkinsonism events. Although metabolomics approaches provide a more quantitative understanding of biochemical events underlying the symptoms of PD and MSA, limitations persist in covering molecules related to neurodegenerative disease pathways. Thus, omics data, such as proteomics and microRNA, help understand the altered metabolomes mechanism. In particular, integrated omics and machine learning approaches will be helpful to elucidate the pathological mechanisms of PD and MSA. This review discusses the altered metabolites between PD and MSA in the CSF and omics approaches to discover diagnostic biomarkers.
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spelling pubmed-88364092022-02-12 Cerebrospinal Fluid Metabolome in Parkinson’s Disease and Multiple System Atrophy Kwon, Do Hyeon Hwang, Ji Su Kim, Seok Gi Jang, Yong Eun Shin, Tae Hwan Lee, Gwang Int J Mol Sci Review Parkinson’s disease (PD) and multiple system atrophy (MSA) belong to the neurodegenerative group of synucleinopathies; differential diagnosis between PD and MSA is difficult, especially at early stages, owing to their clinical and biological similarities. Thus, there is a pressing need to identify metabolic biomarkers for these diseases. The metabolic profile of the cerebrospinal fluid (CSF) is reported to be altered in PD and MSA; however, the altered metabolites remain unclear. We created a single network with altered metabolites in PD and MSA based on the literature and assessed biological functions, including metabolic disorders of the nervous system, inflammation, concentration of ATP, and neurological disorder, through bioinformatics methods. Our in-silico prediction-based metabolic networks are consistent with Parkinsonism events. Although metabolomics approaches provide a more quantitative understanding of biochemical events underlying the symptoms of PD and MSA, limitations persist in covering molecules related to neurodegenerative disease pathways. Thus, omics data, such as proteomics and microRNA, help understand the altered metabolomes mechanism. In particular, integrated omics and machine learning approaches will be helpful to elucidate the pathological mechanisms of PD and MSA. This review discusses the altered metabolites between PD and MSA in the CSF and omics approaches to discover diagnostic biomarkers. MDPI 2022-02-07 /pmc/articles/PMC8836409/ /pubmed/35163800 http://dx.doi.org/10.3390/ijms23031879 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Kwon, Do Hyeon
Hwang, Ji Su
Kim, Seok Gi
Jang, Yong Eun
Shin, Tae Hwan
Lee, Gwang
Cerebrospinal Fluid Metabolome in Parkinson’s Disease and Multiple System Atrophy
title Cerebrospinal Fluid Metabolome in Parkinson’s Disease and Multiple System Atrophy
title_full Cerebrospinal Fluid Metabolome in Parkinson’s Disease and Multiple System Atrophy
title_fullStr Cerebrospinal Fluid Metabolome in Parkinson’s Disease and Multiple System Atrophy
title_full_unstemmed Cerebrospinal Fluid Metabolome in Parkinson’s Disease and Multiple System Atrophy
title_short Cerebrospinal Fluid Metabolome in Parkinson’s Disease and Multiple System Atrophy
title_sort cerebrospinal fluid metabolome in parkinson’s disease and multiple system atrophy
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8836409/
https://www.ncbi.nlm.nih.gov/pubmed/35163800
http://dx.doi.org/10.3390/ijms23031879
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