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Biological Significance of microRNA Biomarkers in ALS—Innocent Bystanders or Disease Culprits?
MicroRNAs (miRNAs) represent potential biomarkers for neurodegenerative disorders including amyotrophic lateral sclerosis (ALS). However, whether expression changes of individual miRNAs are simply an indication of cellular dysfunction and degeneration, or actually promote functional changes in targe...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6579821/ https://www.ncbi.nlm.nih.gov/pubmed/31244752 http://dx.doi.org/10.3389/fneur.2019.00578 |
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author | Foggin, Sophie Mesquita-Ribeiro, Raquel Dajas-Bailador, Federico Layfield, Rob |
author_facet | Foggin, Sophie Mesquita-Ribeiro, Raquel Dajas-Bailador, Federico Layfield, Rob |
author_sort | Foggin, Sophie |
collection | PubMed |
description | MicroRNAs (miRNAs) represent potential biomarkers for neurodegenerative disorders including amyotrophic lateral sclerosis (ALS). However, whether expression changes of individual miRNAs are simply an indication of cellular dysfunction and degeneration, or actually promote functional changes in target gene expression relevant to disease pathogenesis, is unclear. Here we used bioinformatics to test the hypothesis that ALS-associated miRNAs exert their effects through targeting genes implicated in disease etiology. We documented deregulated miRNAs identified in studies of ALS patients, noting variations in participants, tissue samples, miRNA detection or quantification methods used, and functional or bioinformatic assessments (if performed). Despite lack of experimental standardization, overlap of many deregulated miRNAs between studies was noted; however, direction of reported expression changes did not always concur. The use of in silico predictions of target genes for the most commonly deregulated miRNAs, cross-referenced to a selection of previously identified ALS genes, did not support our hypothesis. Specifically, although deregulated miRNAs were predicted to commonly target ALS genes, random miRNAs gave similar predictions. To further investigate biological patterns in the deregulated miRNAs, we grouped them by tissue source in which they were identified, indicating that for a core of frequently detected miRNAs, blood/plasma/serum may be useful for future profiling experiments. We conclude that in silico predictions of gene targets of deregulated ALS miRNAs, at least using currently available algorithms, are unlikely to be sufficient in informing disease pathomechanisms. We advocate experimental functional testing of candidate miRNAs and their predicted targets, propose miRNAs to prioritise, and suggest a concerted move towards protocol standardization for biomarker identification. |
format | Online Article Text |
id | pubmed-6579821 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-65798212019-06-26 Biological Significance of microRNA Biomarkers in ALS—Innocent Bystanders or Disease Culprits? Foggin, Sophie Mesquita-Ribeiro, Raquel Dajas-Bailador, Federico Layfield, Rob Front Neurol Neurology MicroRNAs (miRNAs) represent potential biomarkers for neurodegenerative disorders including amyotrophic lateral sclerosis (ALS). However, whether expression changes of individual miRNAs are simply an indication of cellular dysfunction and degeneration, or actually promote functional changes in target gene expression relevant to disease pathogenesis, is unclear. Here we used bioinformatics to test the hypothesis that ALS-associated miRNAs exert their effects through targeting genes implicated in disease etiology. We documented deregulated miRNAs identified in studies of ALS patients, noting variations in participants, tissue samples, miRNA detection or quantification methods used, and functional or bioinformatic assessments (if performed). Despite lack of experimental standardization, overlap of many deregulated miRNAs between studies was noted; however, direction of reported expression changes did not always concur. The use of in silico predictions of target genes for the most commonly deregulated miRNAs, cross-referenced to a selection of previously identified ALS genes, did not support our hypothesis. Specifically, although deregulated miRNAs were predicted to commonly target ALS genes, random miRNAs gave similar predictions. To further investigate biological patterns in the deregulated miRNAs, we grouped them by tissue source in which they were identified, indicating that for a core of frequently detected miRNAs, blood/plasma/serum may be useful for future profiling experiments. We conclude that in silico predictions of gene targets of deregulated ALS miRNAs, at least using currently available algorithms, are unlikely to be sufficient in informing disease pathomechanisms. We advocate experimental functional testing of candidate miRNAs and their predicted targets, propose miRNAs to prioritise, and suggest a concerted move towards protocol standardization for biomarker identification. Frontiers Media S.A. 2019-06-11 /pmc/articles/PMC6579821/ /pubmed/31244752 http://dx.doi.org/10.3389/fneur.2019.00578 Text en Copyright © 2019 Foggin, Mesquita-Ribeiro, Dajas-Bailador and Layfield. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neurology Foggin, Sophie Mesquita-Ribeiro, Raquel Dajas-Bailador, Federico Layfield, Rob Biological Significance of microRNA Biomarkers in ALS—Innocent Bystanders or Disease Culprits? |
title | Biological Significance of microRNA Biomarkers in ALS—Innocent Bystanders or Disease Culprits? |
title_full | Biological Significance of microRNA Biomarkers in ALS—Innocent Bystanders or Disease Culprits? |
title_fullStr | Biological Significance of microRNA Biomarkers in ALS—Innocent Bystanders or Disease Culprits? |
title_full_unstemmed | Biological Significance of microRNA Biomarkers in ALS—Innocent Bystanders or Disease Culprits? |
title_short | Biological Significance of microRNA Biomarkers in ALS—Innocent Bystanders or Disease Culprits? |
title_sort | biological significance of microrna biomarkers in als—innocent bystanders or disease culprits? |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6579821/ https://www.ncbi.nlm.nih.gov/pubmed/31244752 http://dx.doi.org/10.3389/fneur.2019.00578 |
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