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A network view of microRNA and gene interactions in different pathological stages of colon cancer
BACKGROUND: Colon cancer is one of the common cancers in human. Although the number of annual cases has decreased drastically, prognostic screening and translational methods can be improved. Hence, it is critical to understand the molecular mechanisms of disease progression and prognosis. RESULTS: I...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6936140/ https://www.ncbi.nlm.nih.gov/pubmed/31888617 http://dx.doi.org/10.1186/s12920-019-0597-1 |
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author | Wen, Jia Hall, Benika Shi, Xinghua |
author_facet | Wen, Jia Hall, Benika Shi, Xinghua |
author_sort | Wen, Jia |
collection | PubMed |
description | BACKGROUND: Colon cancer is one of the common cancers in human. Although the number of annual cases has decreased drastically, prognostic screening and translational methods can be improved. Hence, it is critical to understand the molecular mechanisms of disease progression and prognosis. RESULTS: In this study, we develop a new strategy for integrating microRNA and gene expression profiles together with clinical information toward understanding the regulation of colon cancer. Particularly, we use this approach to identify microRNA and gene expression networks that are specific to certain pathological stages. To demonstrate the application of our method, we apply this approach to identify microRNA and gene interactions that are specific to pathological stages of colon cancer in The Cancer Genome Atlas (TCGA) datasets. CONCLUSIONS: Our results show that there are significant differences in network connections between miRNAs and genes in different pathological stages of colon cancer. These findings point to a hypothesis that these networks signify different roles of microRNA and gene regulation in the pathogenesis and tumorigenesis of colon cancer. |
format | Online Article Text |
id | pubmed-6936140 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-69361402019-12-31 A network view of microRNA and gene interactions in different pathological stages of colon cancer Wen, Jia Hall, Benika Shi, Xinghua BMC Med Genomics Research BACKGROUND: Colon cancer is one of the common cancers in human. Although the number of annual cases has decreased drastically, prognostic screening and translational methods can be improved. Hence, it is critical to understand the molecular mechanisms of disease progression and prognosis. RESULTS: In this study, we develop a new strategy for integrating microRNA and gene expression profiles together with clinical information toward understanding the regulation of colon cancer. Particularly, we use this approach to identify microRNA and gene expression networks that are specific to certain pathological stages. To demonstrate the application of our method, we apply this approach to identify microRNA and gene interactions that are specific to pathological stages of colon cancer in The Cancer Genome Atlas (TCGA) datasets. CONCLUSIONS: Our results show that there are significant differences in network connections between miRNAs and genes in different pathological stages of colon cancer. These findings point to a hypothesis that these networks signify different roles of microRNA and gene regulation in the pathogenesis and tumorigenesis of colon cancer. BioMed Central 2019-12-30 /pmc/articles/PMC6936140/ /pubmed/31888617 http://dx.doi.org/10.1186/s12920-019-0597-1 Text en © The Author(s) 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Wen, Jia Hall, Benika Shi, Xinghua A network view of microRNA and gene interactions in different pathological stages of colon cancer |
title | A network view of microRNA and gene interactions in different pathological stages of colon cancer |
title_full | A network view of microRNA and gene interactions in different pathological stages of colon cancer |
title_fullStr | A network view of microRNA and gene interactions in different pathological stages of colon cancer |
title_full_unstemmed | A network view of microRNA and gene interactions in different pathological stages of colon cancer |
title_short | A network view of microRNA and gene interactions in different pathological stages of colon cancer |
title_sort | network view of microrna and gene interactions in different pathological stages of colon cancer |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6936140/ https://www.ncbi.nlm.nih.gov/pubmed/31888617 http://dx.doi.org/10.1186/s12920-019-0597-1 |
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