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Comprehensive annotation of microRNA expression profiles

BACKGROUND: MicroRNAs (miRNAs) regulate many biological processes by post-translational gene silencing. Analysis of miRNA expression profiles is a reliable method for investigating particular biological processes due to the stability of miRNA and the development of advanced sequencing methods. Howev...

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Detalles Bibliográficos
Autores principales: Sun, Bo, Yang, Fei, Hu, Fei-Hu, Huang, Ning-Ping, Xiao, Zhong-Dang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3878191/
https://www.ncbi.nlm.nih.gov/pubmed/24359251
http://dx.doi.org/10.1186/1471-2156-14-120
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author Sun, Bo
Yang, Fei
Hu, Fei-Hu
Huang, Ning-Ping
Xiao, Zhong-Dang
author_facet Sun, Bo
Yang, Fei
Hu, Fei-Hu
Huang, Ning-Ping
Xiao, Zhong-Dang
author_sort Sun, Bo
collection PubMed
description BACKGROUND: MicroRNAs (miRNAs) regulate many biological processes by post-translational gene silencing. Analysis of miRNA expression profiles is a reliable method for investigating particular biological processes due to the stability of miRNA and the development of advanced sequencing methods. However, this approach is limited by the broad specificity of miRNAs, which may target several mRNAs. RESULT: In this study, we developed a method for comprehensive annotation of miRNA array or deep sequencing data for investigation of cellular biological effects. Using this method, the specific pathways and biological processes involved in Alzheimer’s disease were predicted with high correlation in four independent samples. Furthermore, this method was validated for evaluation of cadmium telluride (CdTe) nanomaterial cytotoxicity. As a result, apoptosis pathways were selected as the top pathways associated with CdTe nanoparticle exposure, which is consistent with previous studies. CONCLUSIONS: Our findings contribute to the validation of miRNA microarray or deep sequencing results for early diagnosis of disease and evaluation of the biological safety of new materials and drugs.
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spelling pubmed-38781912014-01-07 Comprehensive annotation of microRNA expression profiles Sun, Bo Yang, Fei Hu, Fei-Hu Huang, Ning-Ping Xiao, Zhong-Dang BMC Genet Methodology Article BACKGROUND: MicroRNAs (miRNAs) regulate many biological processes by post-translational gene silencing. Analysis of miRNA expression profiles is a reliable method for investigating particular biological processes due to the stability of miRNA and the development of advanced sequencing methods. However, this approach is limited by the broad specificity of miRNAs, which may target several mRNAs. RESULT: In this study, we developed a method for comprehensive annotation of miRNA array or deep sequencing data for investigation of cellular biological effects. Using this method, the specific pathways and biological processes involved in Alzheimer’s disease were predicted with high correlation in four independent samples. Furthermore, this method was validated for evaluation of cadmium telluride (CdTe) nanomaterial cytotoxicity. As a result, apoptosis pathways were selected as the top pathways associated with CdTe nanoparticle exposure, which is consistent with previous studies. CONCLUSIONS: Our findings contribute to the validation of miRNA microarray or deep sequencing results for early diagnosis of disease and evaluation of the biological safety of new materials and drugs. BioMed Central 2013-12-20 /pmc/articles/PMC3878191/ /pubmed/24359251 http://dx.doi.org/10.1186/1471-2156-14-120 Text en Copyright © 2013 Sun et al.; 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 Methodology Article
Sun, Bo
Yang, Fei
Hu, Fei-Hu
Huang, Ning-Ping
Xiao, Zhong-Dang
Comprehensive annotation of microRNA expression profiles
title Comprehensive annotation of microRNA expression profiles
title_full Comprehensive annotation of microRNA expression profiles
title_fullStr Comprehensive annotation of microRNA expression profiles
title_full_unstemmed Comprehensive annotation of microRNA expression profiles
title_short Comprehensive annotation of microRNA expression profiles
title_sort comprehensive annotation of microrna expression profiles
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3878191/
https://www.ncbi.nlm.nih.gov/pubmed/24359251
http://dx.doi.org/10.1186/1471-2156-14-120
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