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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...

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Detalles Bibliográficos
Autores principales: Wen, Jia, Hall, Benika, Shi, Xinghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
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.
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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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