Cargando…

Systematic Search for Novel Circulating Biomarkers Associated with Extracellular Vesicles in Alzheimer’s Disease: Combining Literature Screening and Database Mining Approaches

miRNAs play an important role in neurodegenerative diseases. Many miRNA-target gene interactions (MTI) have been experimentally confirmed and associated with Alzheimer’s disease (AD). miRNAs may also be contained within extracellular vesicles (EVs), mediators of cellular communication and a potentia...

Descripción completa

Detalles Bibliográficos
Autores principales: Vogrinc, David, Goričar, Katja, Kunej, Tanja, Dolžan, Vita
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8538213/
https://www.ncbi.nlm.nih.gov/pubmed/34683087
http://dx.doi.org/10.3390/jpm11100946
_version_ 1784588451623993344
author Vogrinc, David
Goričar, Katja
Kunej, Tanja
Dolžan, Vita
author_facet Vogrinc, David
Goričar, Katja
Kunej, Tanja
Dolžan, Vita
author_sort Vogrinc, David
collection PubMed
description miRNAs play an important role in neurodegenerative diseases. Many miRNA-target gene interactions (MTI) have been experimentally confirmed and associated with Alzheimer’s disease (AD). miRNAs may also be contained within extracellular vesicles (EVs), mediators of cellular communication and a potential source of circulating biomarkers in body fluids. Therefore, EV-associated miRNAs (EV-miRNAs) in peripheral blood could support earlier and less invasive AD diagnostics. We aimed to prioritize EV-related miRNA with AD-related genes and to identify the most promising candidates for novel AD biomarkers. A list of unique EV-miRNAs from the literature was combined with a known set of AD risk genes and enriched for MTI. Additionally, miRNAs associated with the AD phenotype were combined with all known target genes in MTI enrichment. Expression in different sample types was analyzed to identify AD-associated miRNAs with the greatest potential as AD circulating biomarkers. Four common MTI were observed between EV-miRNAs and AD-associated miRNAs: hsa-miR-375–APH1B, hsa-miR-107–CDC42SE2, hsa-miR-375–CELF2, and hsa-miR-107–IL6. An additional 61 out of 169 unique miRNAs (36.1%) and seven out of 84 unique MTI (8.3%), observed in the body fluids of AD patients, were proposed as very strong AD-circulating biomarker candidates. Our analysis summarized several potential novel AD biomarkers, but further studies are needed to evaluate their potential in clinical practice.
format Online
Article
Text
id pubmed-8538213
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-85382132021-10-24 Systematic Search for Novel Circulating Biomarkers Associated with Extracellular Vesicles in Alzheimer’s Disease: Combining Literature Screening and Database Mining Approaches Vogrinc, David Goričar, Katja Kunej, Tanja Dolžan, Vita J Pers Med Article miRNAs play an important role in neurodegenerative diseases. Many miRNA-target gene interactions (MTI) have been experimentally confirmed and associated with Alzheimer’s disease (AD). miRNAs may also be contained within extracellular vesicles (EVs), mediators of cellular communication and a potential source of circulating biomarkers in body fluids. Therefore, EV-associated miRNAs (EV-miRNAs) in peripheral blood could support earlier and less invasive AD diagnostics. We aimed to prioritize EV-related miRNA with AD-related genes and to identify the most promising candidates for novel AD biomarkers. A list of unique EV-miRNAs from the literature was combined with a known set of AD risk genes and enriched for MTI. Additionally, miRNAs associated with the AD phenotype were combined with all known target genes in MTI enrichment. Expression in different sample types was analyzed to identify AD-associated miRNAs with the greatest potential as AD circulating biomarkers. Four common MTI were observed between EV-miRNAs and AD-associated miRNAs: hsa-miR-375–APH1B, hsa-miR-107–CDC42SE2, hsa-miR-375–CELF2, and hsa-miR-107–IL6. An additional 61 out of 169 unique miRNAs (36.1%) and seven out of 84 unique MTI (8.3%), observed in the body fluids of AD patients, were proposed as very strong AD-circulating biomarker candidates. Our analysis summarized several potential novel AD biomarkers, but further studies are needed to evaluate their potential in clinical practice. MDPI 2021-09-23 /pmc/articles/PMC8538213/ /pubmed/34683087 http://dx.doi.org/10.3390/jpm11100946 Text en © 2021 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 Article
Vogrinc, David
Goričar, Katja
Kunej, Tanja
Dolžan, Vita
Systematic Search for Novel Circulating Biomarkers Associated with Extracellular Vesicles in Alzheimer’s Disease: Combining Literature Screening and Database Mining Approaches
title Systematic Search for Novel Circulating Biomarkers Associated with Extracellular Vesicles in Alzheimer’s Disease: Combining Literature Screening and Database Mining Approaches
title_full Systematic Search for Novel Circulating Biomarkers Associated with Extracellular Vesicles in Alzheimer’s Disease: Combining Literature Screening and Database Mining Approaches
title_fullStr Systematic Search for Novel Circulating Biomarkers Associated with Extracellular Vesicles in Alzheimer’s Disease: Combining Literature Screening and Database Mining Approaches
title_full_unstemmed Systematic Search for Novel Circulating Biomarkers Associated with Extracellular Vesicles in Alzheimer’s Disease: Combining Literature Screening and Database Mining Approaches
title_short Systematic Search for Novel Circulating Biomarkers Associated with Extracellular Vesicles in Alzheimer’s Disease: Combining Literature Screening and Database Mining Approaches
title_sort systematic search for novel circulating biomarkers associated with extracellular vesicles in alzheimer’s disease: combining literature screening and database mining approaches
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8538213/
https://www.ncbi.nlm.nih.gov/pubmed/34683087
http://dx.doi.org/10.3390/jpm11100946
work_keys_str_mv AT vogrincdavid systematicsearchfornovelcirculatingbiomarkersassociatedwithextracellularvesiclesinalzheimersdiseasecombiningliteraturescreeninganddatabaseminingapproaches
AT goricarkatja systematicsearchfornovelcirculatingbiomarkersassociatedwithextracellularvesiclesinalzheimersdiseasecombiningliteraturescreeninganddatabaseminingapproaches
AT kunejtanja systematicsearchfornovelcirculatingbiomarkersassociatedwithextracellularvesiclesinalzheimersdiseasecombiningliteraturescreeninganddatabaseminingapproaches
AT dolzanvita systematicsearchfornovelcirculatingbiomarkersassociatedwithextracellularvesiclesinalzheimersdiseasecombiningliteraturescreeninganddatabaseminingapproaches