Cargando…

Investigating the Role of MicroRNA and Transcription Factor Co-regulatory Networks in Multiple Sclerosis Pathogenesis

MicroRNAs (miRNAs) and transcription factors (TFs) play key roles in complex multifactorial diseases like multiple sclerosis (MS). Starting from the miRNomic profile previously associated with a cohort of pediatric MS (PedMS) patients, we applied a combined molecular and computational approach in or...

Descripción completa

Detalles Bibliográficos
Autores principales: Nuzziello, Nicoletta, Vilardo, Laura, Pelucchi, Paride, Consiglio, Arianna, Liuni, Sabino, Trojano, Maria, Liguori, Maria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6274935/
https://www.ncbi.nlm.nih.gov/pubmed/30463275
http://dx.doi.org/10.3390/ijms19113652
_version_ 1783377723148730368
author Nuzziello, Nicoletta
Vilardo, Laura
Pelucchi, Paride
Consiglio, Arianna
Liuni, Sabino
Trojano, Maria
Liguori, Maria
author_facet Nuzziello, Nicoletta
Vilardo, Laura
Pelucchi, Paride
Consiglio, Arianna
Liuni, Sabino
Trojano, Maria
Liguori, Maria
author_sort Nuzziello, Nicoletta
collection PubMed
description MicroRNAs (miRNAs) and transcription factors (TFs) play key roles in complex multifactorial diseases like multiple sclerosis (MS). Starting from the miRNomic profile previously associated with a cohort of pediatric MS (PedMS) patients, we applied a combined molecular and computational approach in order to verify published data in patients with adult-onset MS (AOMS). Six out of the 13 selected miRNAs (miR-320a, miR-125a-5p, miR-652-3p, miR-185-5p, miR-942-5p, miR-25-3p) were significantly upregulated in PedMS and AOMS patients, suggesting that they may be considered circulating biomarkers distinctive of the disease independently from age. A computational and unbiased miRNA-based screening of target genes not necessarily associated to MS was then performed in order to provide an extensive view of the genetic mechanisms underlying the disease. A comprehensive MS-specific miRNA-TF co-regulatory network was hypothesized; among others, SP1, RELA, NF-κB, TP53, AR, MYC, HDAC1, and STAT3 regulated the transcription of 61 targets. Interestingly, NF-κB and STAT3 cooperatively regulate the expression of immune response genes and control the cross-talk between inflammatory and immune cells. Further functional analysis will be performed on the identified critical hubs. Above all, in our view, this approach supports the need of multidisciplinary strategies for shedding light into the pathogenesis of MS.
format Online
Article
Text
id pubmed-6274935
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-62749352018-12-15 Investigating the Role of MicroRNA and Transcription Factor Co-regulatory Networks in Multiple Sclerosis Pathogenesis Nuzziello, Nicoletta Vilardo, Laura Pelucchi, Paride Consiglio, Arianna Liuni, Sabino Trojano, Maria Liguori, Maria Int J Mol Sci Article MicroRNAs (miRNAs) and transcription factors (TFs) play key roles in complex multifactorial diseases like multiple sclerosis (MS). Starting from the miRNomic profile previously associated with a cohort of pediatric MS (PedMS) patients, we applied a combined molecular and computational approach in order to verify published data in patients with adult-onset MS (AOMS). Six out of the 13 selected miRNAs (miR-320a, miR-125a-5p, miR-652-3p, miR-185-5p, miR-942-5p, miR-25-3p) were significantly upregulated in PedMS and AOMS patients, suggesting that they may be considered circulating biomarkers distinctive of the disease independently from age. A computational and unbiased miRNA-based screening of target genes not necessarily associated to MS was then performed in order to provide an extensive view of the genetic mechanisms underlying the disease. A comprehensive MS-specific miRNA-TF co-regulatory network was hypothesized; among others, SP1, RELA, NF-κB, TP53, AR, MYC, HDAC1, and STAT3 regulated the transcription of 61 targets. Interestingly, NF-κB and STAT3 cooperatively regulate the expression of immune response genes and control the cross-talk between inflammatory and immune cells. Further functional analysis will be performed on the identified critical hubs. Above all, in our view, this approach supports the need of multidisciplinary strategies for shedding light into the pathogenesis of MS. MDPI 2018-11-20 /pmc/articles/PMC6274935/ /pubmed/30463275 http://dx.doi.org/10.3390/ijms19113652 Text en © 2018 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Nuzziello, Nicoletta
Vilardo, Laura
Pelucchi, Paride
Consiglio, Arianna
Liuni, Sabino
Trojano, Maria
Liguori, Maria
Investigating the Role of MicroRNA and Transcription Factor Co-regulatory Networks in Multiple Sclerosis Pathogenesis
title Investigating the Role of MicroRNA and Transcription Factor Co-regulatory Networks in Multiple Sclerosis Pathogenesis
title_full Investigating the Role of MicroRNA and Transcription Factor Co-regulatory Networks in Multiple Sclerosis Pathogenesis
title_fullStr Investigating the Role of MicroRNA and Transcription Factor Co-regulatory Networks in Multiple Sclerosis Pathogenesis
title_full_unstemmed Investigating the Role of MicroRNA and Transcription Factor Co-regulatory Networks in Multiple Sclerosis Pathogenesis
title_short Investigating the Role of MicroRNA and Transcription Factor Co-regulatory Networks in Multiple Sclerosis Pathogenesis
title_sort investigating the role of microrna and transcription factor co-regulatory networks in multiple sclerosis pathogenesis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6274935/
https://www.ncbi.nlm.nih.gov/pubmed/30463275
http://dx.doi.org/10.3390/ijms19113652
work_keys_str_mv AT nuzziellonicoletta investigatingtheroleofmicrornaandtranscriptionfactorcoregulatorynetworksinmultiplesclerosispathogenesis
AT vilardolaura investigatingtheroleofmicrornaandtranscriptionfactorcoregulatorynetworksinmultiplesclerosispathogenesis
AT pelucchiparide investigatingtheroleofmicrornaandtranscriptionfactorcoregulatorynetworksinmultiplesclerosispathogenesis
AT consiglioarianna investigatingtheroleofmicrornaandtranscriptionfactorcoregulatorynetworksinmultiplesclerosispathogenesis
AT liunisabino investigatingtheroleofmicrornaandtranscriptionfactorcoregulatorynetworksinmultiplesclerosispathogenesis
AT trojanomaria investigatingtheroleofmicrornaandtranscriptionfactorcoregulatorynetworksinmultiplesclerosispathogenesis
AT liguorimaria investigatingtheroleofmicrornaandtranscriptionfactorcoregulatorynetworksinmultiplesclerosispathogenesis