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An integrated approach to reveal miRNAs’ impacts on the functional consequence of copy number alterations in cancer

Copy number alteration (CNA) is known to induce gene expression changes mainly through dosage effect, and therefore affect the initiation and progression of tumor. However, tumor samples exhibit heterogeneity in gene dosage sensitivity due to the complicated mechanisms of transcriptional regulation....

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Autores principales: Li, Kening, Liu, Yongjing, Zhou, Yuanshuai, Zhang, Rui, Zhao, Ning, Yan, Zichuang, Zhang, Qiang, Zhang, Shujuan, Qiu, Fujun, Xu, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4477324/
https://www.ncbi.nlm.nih.gov/pubmed/26099552
http://dx.doi.org/10.1038/srep11567
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author Li, Kening
Liu, Yongjing
Zhou, Yuanshuai
Zhang, Rui
Zhao, Ning
Yan, Zichuang
Zhang, Qiang
Zhang, Shujuan
Qiu, Fujun
Xu, Yan
author_facet Li, Kening
Liu, Yongjing
Zhou, Yuanshuai
Zhang, Rui
Zhao, Ning
Yan, Zichuang
Zhang, Qiang
Zhang, Shujuan
Qiu, Fujun
Xu, Yan
author_sort Li, Kening
collection PubMed
description Copy number alteration (CNA) is known to induce gene expression changes mainly through dosage effect, and therefore affect the initiation and progression of tumor. However, tumor samples exhibit heterogeneity in gene dosage sensitivity due to the complicated mechanisms of transcriptional regulation. Currently, no high-throughput method has been available for identifying the regulatory factors affecting the functional consequences of CNA, and determining their effects on cancer. In view of the important regulatory role of miRNA, we investigated the influence of miRNAs on the dosage sensitivities of genes within the CNA regions. By integrating copy number, mRNA expression, miRNA expression profiles of three kinds of cancer, we observed a tendency for high dosage-sensitivity genes to be more targeted by miRNAs in cancer, and identified the miRNAs regulating the dosage sensitivity of amplified/deleted target genes. The results show that miRNAs can modulate oncogenic biological functions by regulating the genes within the CNA regions, and thus play a role as a trigger or balancer in cancer, affecting cancer processes, even survival. This work provided a framework for analyzing the regulation of dosage effect, which will shed a light on understanding the oncogenic and tumor suppressive mechanisms of CNA. Besides, new cancer-related miRNAs were identified.
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spelling pubmed-44773242015-07-13 An integrated approach to reveal miRNAs’ impacts on the functional consequence of copy number alterations in cancer Li, Kening Liu, Yongjing Zhou, Yuanshuai Zhang, Rui Zhao, Ning Yan, Zichuang Zhang, Qiang Zhang, Shujuan Qiu, Fujun Xu, Yan Sci Rep Article Copy number alteration (CNA) is known to induce gene expression changes mainly through dosage effect, and therefore affect the initiation and progression of tumor. However, tumor samples exhibit heterogeneity in gene dosage sensitivity due to the complicated mechanisms of transcriptional regulation. Currently, no high-throughput method has been available for identifying the regulatory factors affecting the functional consequences of CNA, and determining their effects on cancer. In view of the important regulatory role of miRNA, we investigated the influence of miRNAs on the dosage sensitivities of genes within the CNA regions. By integrating copy number, mRNA expression, miRNA expression profiles of three kinds of cancer, we observed a tendency for high dosage-sensitivity genes to be more targeted by miRNAs in cancer, and identified the miRNAs regulating the dosage sensitivity of amplified/deleted target genes. The results show that miRNAs can modulate oncogenic biological functions by regulating the genes within the CNA regions, and thus play a role as a trigger or balancer in cancer, affecting cancer processes, even survival. This work provided a framework for analyzing the regulation of dosage effect, which will shed a light on understanding the oncogenic and tumor suppressive mechanisms of CNA. Besides, new cancer-related miRNAs were identified. Nature Publishing Group 2015-06-23 /pmc/articles/PMC4477324/ /pubmed/26099552 http://dx.doi.org/10.1038/srep11567 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Li, Kening
Liu, Yongjing
Zhou, Yuanshuai
Zhang, Rui
Zhao, Ning
Yan, Zichuang
Zhang, Qiang
Zhang, Shujuan
Qiu, Fujun
Xu, Yan
An integrated approach to reveal miRNAs’ impacts on the functional consequence of copy number alterations in cancer
title An integrated approach to reveal miRNAs’ impacts on the functional consequence of copy number alterations in cancer
title_full An integrated approach to reveal miRNAs’ impacts on the functional consequence of copy number alterations in cancer
title_fullStr An integrated approach to reveal miRNAs’ impacts on the functional consequence of copy number alterations in cancer
title_full_unstemmed An integrated approach to reveal miRNAs’ impacts on the functional consequence of copy number alterations in cancer
title_short An integrated approach to reveal miRNAs’ impacts on the functional consequence of copy number alterations in cancer
title_sort integrated approach to reveal mirnas’ impacts on the functional consequence of copy number alterations in cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4477324/
https://www.ncbi.nlm.nih.gov/pubmed/26099552
http://dx.doi.org/10.1038/srep11567
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