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miRNA-based signatures in cerebrospinal fluid as potential diagnostic tools for early stage Parkinson’s disease
Parkinson’s Disease is the second most common neurodegenerative disorder, affecting 1–2% of the elderly population. Its diagnosis is still based on the identification of motor symptoms when a considerable number of dopaminergic neurons are already lost. The development of translatable biomarkers for...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5915128/ https://www.ncbi.nlm.nih.gov/pubmed/29707120 http://dx.doi.org/10.18632/oncotarget.24736 |
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author | dos Santos, Marcia Cristina T. Barreto-Sanz, Miguel Arturo Correia, Bruna Renata S. Bell, Rosie Widnall, Catherine Perez, Luis Tosar Berteau, Caroline Schulte, Claudia Scheller, Dieter Berg, Daniela Maetzler, Walter Galante, Pedro A.F. Nogueira da Costa, Andre |
author_facet | dos Santos, Marcia Cristina T. Barreto-Sanz, Miguel Arturo Correia, Bruna Renata S. Bell, Rosie Widnall, Catherine Perez, Luis Tosar Berteau, Caroline Schulte, Claudia Scheller, Dieter Berg, Daniela Maetzler, Walter Galante, Pedro A.F. Nogueira da Costa, Andre |
author_sort | dos Santos, Marcia Cristina T. |
collection | PubMed |
description | Parkinson’s Disease is the second most common neurodegenerative disorder, affecting 1–2% of the elderly population. Its diagnosis is still based on the identification of motor symptoms when a considerable number of dopaminergic neurons are already lost. The development of translatable biomarkers for accurate diagnosis at the earliest stages of PD is of extreme interest. Several microRNAs have been associated with PD pathophysiology. Consequently, microRNAs are emerging as potential biomarkers, especially due to their presence in Cerebrospinal Fluid and peripheral circulation. This study employed small RNA sequencing, protein binding ligand assays and machine learning in a cross-sectional cohort comprising 40 early stage PD patients and 40 well-matched controls. We identified a panel comprising 5 microRNAs (Let-7f-5p, miR-27a-3p, miR-125a-5p, miR-151a-3p and miR-423-5p), with 90% sensitivity, 80% specificity and 82% area under the curve (AUC) for the differentiation of the cohorts. Moreover, we combined miRNA profiles with hallmark-proteins of PD and identified a panel (miR-10b-5p, miR-22-3p, miR-151a-3p and α-synuclein) reaching 97% sensitivity, 90% specificity and 96% AUC. We performed a gene ontology analysis for the genes targeted by the microRNAs present in each panel and showed the likely association of the models with pathways involved in PD pathogenesis. |
format | Online Article Text |
id | pubmed-5915128 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-59151282018-04-27 miRNA-based signatures in cerebrospinal fluid as potential diagnostic tools for early stage Parkinson’s disease dos Santos, Marcia Cristina T. Barreto-Sanz, Miguel Arturo Correia, Bruna Renata S. Bell, Rosie Widnall, Catherine Perez, Luis Tosar Berteau, Caroline Schulte, Claudia Scheller, Dieter Berg, Daniela Maetzler, Walter Galante, Pedro A.F. Nogueira da Costa, Andre Oncotarget Research Paper Parkinson’s Disease is the second most common neurodegenerative disorder, affecting 1–2% of the elderly population. Its diagnosis is still based on the identification of motor symptoms when a considerable number of dopaminergic neurons are already lost. The development of translatable biomarkers for accurate diagnosis at the earliest stages of PD is of extreme interest. Several microRNAs have been associated with PD pathophysiology. Consequently, microRNAs are emerging as potential biomarkers, especially due to their presence in Cerebrospinal Fluid and peripheral circulation. This study employed small RNA sequencing, protein binding ligand assays and machine learning in a cross-sectional cohort comprising 40 early stage PD patients and 40 well-matched controls. We identified a panel comprising 5 microRNAs (Let-7f-5p, miR-27a-3p, miR-125a-5p, miR-151a-3p and miR-423-5p), with 90% sensitivity, 80% specificity and 82% area under the curve (AUC) for the differentiation of the cohorts. Moreover, we combined miRNA profiles with hallmark-proteins of PD and identified a panel (miR-10b-5p, miR-22-3p, miR-151a-3p and α-synuclein) reaching 97% sensitivity, 90% specificity and 96% AUC. We performed a gene ontology analysis for the genes targeted by the microRNAs present in each panel and showed the likely association of the models with pathways involved in PD pathogenesis. Impact Journals LLC 2018-04-03 /pmc/articles/PMC5915128/ /pubmed/29707120 http://dx.doi.org/10.18632/oncotarget.24736 Text en Copyright: © 2018 dos Santos et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) 3.0 (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper dos Santos, Marcia Cristina T. Barreto-Sanz, Miguel Arturo Correia, Bruna Renata S. Bell, Rosie Widnall, Catherine Perez, Luis Tosar Berteau, Caroline Schulte, Claudia Scheller, Dieter Berg, Daniela Maetzler, Walter Galante, Pedro A.F. Nogueira da Costa, Andre miRNA-based signatures in cerebrospinal fluid as potential diagnostic tools for early stage Parkinson’s disease |
title | miRNA-based signatures in cerebrospinal fluid as potential diagnostic tools for early stage Parkinson’s disease |
title_full | miRNA-based signatures in cerebrospinal fluid as potential diagnostic tools for early stage Parkinson’s disease |
title_fullStr | miRNA-based signatures in cerebrospinal fluid as potential diagnostic tools for early stage Parkinson’s disease |
title_full_unstemmed | miRNA-based signatures in cerebrospinal fluid as potential diagnostic tools for early stage Parkinson’s disease |
title_short | miRNA-based signatures in cerebrospinal fluid as potential diagnostic tools for early stage Parkinson’s disease |
title_sort | mirna-based signatures in cerebrospinal fluid as potential diagnostic tools for early stage parkinson’s disease |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5915128/ https://www.ncbi.nlm.nih.gov/pubmed/29707120 http://dx.doi.org/10.18632/oncotarget.24736 |
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