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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....
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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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. |
format | Online Article Text |
id | pubmed-4477324 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
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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