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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2018
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.
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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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