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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2013
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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. |
format | Online Article Text |
id | pubmed-3878191 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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