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Molecular network analysis of human microRNA targetome: from cancers to Alzheimer’s disease

MicroRNAs (miRNAs), a class of endogenous small noncoding RNAs, mediate posttranscriptional regulation of protein-coding genes by binding chiefly to the 3’ untranslated region of target mRNAs, leading to translational inhibition, mRNA destabilization or degradation. A single miRNA concurrently downr...

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Detalles Bibliográficos
Autor principal: Satoh, Jun-ichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3492042/
https://www.ncbi.nlm.nih.gov/pubmed/23034144
http://dx.doi.org/10.1186/1756-0381-5-17
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author Satoh, Jun-ichi
author_facet Satoh, Jun-ichi
author_sort Satoh, Jun-ichi
collection PubMed
description MicroRNAs (miRNAs), a class of endogenous small noncoding RNAs, mediate posttranscriptional regulation of protein-coding genes by binding chiefly to the 3’ untranslated region of target mRNAs, leading to translational inhibition, mRNA destabilization or degradation. A single miRNA concurrently downregulates hundreds of target mRNAs designated “targetome”, and thereby fine-tunes gene expression involved in diverse cellular functions, such as development, differentiation, proliferation, apoptosis and metabolism. Recently, we characterized the molecular network of the whole human miRNA targetome by using bioinformatics tools for analyzing molecular interactions on the comprehensive knowledgebase. We found that the miRNA targetome regulated by an individual miRNA generally constitutes the biological network of functionally-associated molecules in human cells, closely linked to pathological events involved in cancers and neurodegenerative diseases. We also identified a collaborative regulation of gene expression by transcription factors and miRNAs in cancer-associated miRNA targetome networks. This review focuses on the workflow of molecular network analysis of miRNA targetome in silico. We applied the workflow to two representative datasets, composed of miRNA expression profiling of adult T cell leukemia (ATL) and Alzheimer’s disease (AD), retrieved from Gene Expression Omnibus (GEO) repository. The results supported the view that miRNAs act as a central regulator of both oncogenesis and neurodegeneration.
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spelling pubmed-34920422012-11-08 Molecular network analysis of human microRNA targetome: from cancers to Alzheimer’s disease Satoh, Jun-ichi BioData Min Review MicroRNAs (miRNAs), a class of endogenous small noncoding RNAs, mediate posttranscriptional regulation of protein-coding genes by binding chiefly to the 3’ untranslated region of target mRNAs, leading to translational inhibition, mRNA destabilization or degradation. A single miRNA concurrently downregulates hundreds of target mRNAs designated “targetome”, and thereby fine-tunes gene expression involved in diverse cellular functions, such as development, differentiation, proliferation, apoptosis and metabolism. Recently, we characterized the molecular network of the whole human miRNA targetome by using bioinformatics tools for analyzing molecular interactions on the comprehensive knowledgebase. We found that the miRNA targetome regulated by an individual miRNA generally constitutes the biological network of functionally-associated molecules in human cells, closely linked to pathological events involved in cancers and neurodegenerative diseases. We also identified a collaborative regulation of gene expression by transcription factors and miRNAs in cancer-associated miRNA targetome networks. This review focuses on the workflow of molecular network analysis of miRNA targetome in silico. We applied the workflow to two representative datasets, composed of miRNA expression profiling of adult T cell leukemia (ATL) and Alzheimer’s disease (AD), retrieved from Gene Expression Omnibus (GEO) repository. The results supported the view that miRNAs act as a central regulator of both oncogenesis and neurodegeneration. BioMed Central 2012-10-03 /pmc/articles/PMC3492042/ /pubmed/23034144 http://dx.doi.org/10.1186/1756-0381-5-17 Text en Copyright ©2012 Satoh; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review
Satoh, Jun-ichi
Molecular network analysis of human microRNA targetome: from cancers to Alzheimer’s disease
title Molecular network analysis of human microRNA targetome: from cancers to Alzheimer’s disease
title_full Molecular network analysis of human microRNA targetome: from cancers to Alzheimer’s disease
title_fullStr Molecular network analysis of human microRNA targetome: from cancers to Alzheimer’s disease
title_full_unstemmed Molecular network analysis of human microRNA targetome: from cancers to Alzheimer’s disease
title_short Molecular network analysis of human microRNA targetome: from cancers to Alzheimer’s disease
title_sort molecular network analysis of human microrna targetome: from cancers to alzheimer’s disease
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3492042/
https://www.ncbi.nlm.nih.gov/pubmed/23034144
http://dx.doi.org/10.1186/1756-0381-5-17
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