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Bioinformatic Interrogation of 5p-arm and 3p-arm Specific miRNA Expression Using TCGA Datasets

MicroRNAs (miRNAs) play important roles in cellular functions and developmental processes. They are also implicated in oncogenesis mechanisms and could serve as potential cancer biomarkers. Using high-throughput miRNA sequencing information, expression of both the 5p-arm and 3p-arm mature miRNAs wer...

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Autores principales: Kuo, Wei-Ting, Su, Ming-Wei, Lee, Yungling Leo, Chen, Chien-Hsiun, Wu, Chew-Wun, Fang, Wen-Liang, Huang, Kuo-Hung, Lin, Wen-chang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4600160/
https://www.ncbi.nlm.nih.gov/pubmed/26389959
http://dx.doi.org/10.3390/jcm4091798
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author Kuo, Wei-Ting
Su, Ming-Wei
Lee, Yungling Leo
Chen, Chien-Hsiun
Wu, Chew-Wun
Fang, Wen-Liang
Huang, Kuo-Hung
Lin, Wen-chang
author_facet Kuo, Wei-Ting
Su, Ming-Wei
Lee, Yungling Leo
Chen, Chien-Hsiun
Wu, Chew-Wun
Fang, Wen-Liang
Huang, Kuo-Hung
Lin, Wen-chang
author_sort Kuo, Wei-Ting
collection PubMed
description MicroRNAs (miRNAs) play important roles in cellular functions and developmental processes. They are also implicated in oncogenesis mechanisms and could serve as potential cancer biomarkers. Using high-throughput miRNA sequencing information, expression of both the 5p-arm and 3p-arm mature miRNAs were demonstrated and generated from the single miRNA hairpin precursor. However, current miRNA annotations lack comprehensive 5p-arm/3p-arm feature annotations. Among known human mature miRNAs, only half of them are annotated with arm features. This generated ambiguous results in many miRNA-Sequencing (miRNA-Seq) studies. In this report, we have interrogated the TCGA (the Cancer Genome Atlas) miRNA expression datasets with an improved, fully annotated human 5p-arm and 3p-arm miRNA reference list. By utilizing this comprehensive miRNA arm-feature annotations, enhanced determinations and clear annotations were achieved for the miRNA isoforms (isomiRs) recognized from the sequencing reads. In the gastric cancer (STAD) dataset, as an example, 32 5p-arm/3p-arm specific miRNAs were found to be down-regulated and 24 5p-arm/3p-arm specific miRNAs were found to be up-regulated. We have further extended miRNA biomarker discoveries to additional TCGA miRNA-Seq datasets and provided extensive expression information on 5p-arm/3p-arm miRNAs across multiple cancer types. Our results identified several miRNAs that could be potential common biomarkers for human cancers.
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spelling pubmed-46001602015-10-15 Bioinformatic Interrogation of 5p-arm and 3p-arm Specific miRNA Expression Using TCGA Datasets Kuo, Wei-Ting Su, Ming-Wei Lee, Yungling Leo Chen, Chien-Hsiun Wu, Chew-Wun Fang, Wen-Liang Huang, Kuo-Hung Lin, Wen-chang J Clin Med Article MicroRNAs (miRNAs) play important roles in cellular functions and developmental processes. They are also implicated in oncogenesis mechanisms and could serve as potential cancer biomarkers. Using high-throughput miRNA sequencing information, expression of both the 5p-arm and 3p-arm mature miRNAs were demonstrated and generated from the single miRNA hairpin precursor. However, current miRNA annotations lack comprehensive 5p-arm/3p-arm feature annotations. Among known human mature miRNAs, only half of them are annotated with arm features. This generated ambiguous results in many miRNA-Sequencing (miRNA-Seq) studies. In this report, we have interrogated the TCGA (the Cancer Genome Atlas) miRNA expression datasets with an improved, fully annotated human 5p-arm and 3p-arm miRNA reference list. By utilizing this comprehensive miRNA arm-feature annotations, enhanced determinations and clear annotations were achieved for the miRNA isoforms (isomiRs) recognized from the sequencing reads. In the gastric cancer (STAD) dataset, as an example, 32 5p-arm/3p-arm specific miRNAs were found to be down-regulated and 24 5p-arm/3p-arm specific miRNAs were found to be up-regulated. We have further extended miRNA biomarker discoveries to additional TCGA miRNA-Seq datasets and provided extensive expression information on 5p-arm/3p-arm miRNAs across multiple cancer types. Our results identified several miRNAs that could be potential common biomarkers for human cancers. MDPI 2015-09-15 /pmc/articles/PMC4600160/ /pubmed/26389959 http://dx.doi.org/10.3390/jcm4091798 Text en © 2015 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 license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kuo, Wei-Ting
Su, Ming-Wei
Lee, Yungling Leo
Chen, Chien-Hsiun
Wu, Chew-Wun
Fang, Wen-Liang
Huang, Kuo-Hung
Lin, Wen-chang
Bioinformatic Interrogation of 5p-arm and 3p-arm Specific miRNA Expression Using TCGA Datasets
title Bioinformatic Interrogation of 5p-arm and 3p-arm Specific miRNA Expression Using TCGA Datasets
title_full Bioinformatic Interrogation of 5p-arm and 3p-arm Specific miRNA Expression Using TCGA Datasets
title_fullStr Bioinformatic Interrogation of 5p-arm and 3p-arm Specific miRNA Expression Using TCGA Datasets
title_full_unstemmed Bioinformatic Interrogation of 5p-arm and 3p-arm Specific miRNA Expression Using TCGA Datasets
title_short Bioinformatic Interrogation of 5p-arm and 3p-arm Specific miRNA Expression Using TCGA Datasets
title_sort bioinformatic interrogation of 5p-arm and 3p-arm specific mirna expression using tcga datasets
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4600160/
https://www.ncbi.nlm.nih.gov/pubmed/26389959
http://dx.doi.org/10.3390/jcm4091798
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