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Gene and lncRNA co-expression network analysis reveals novel ceRNA network for triple-negative breast cancer

Breast cancer is the most frequently diagnosed malignancy among women, and triple-negative breast cancer (TNBC) is a highly aggressive subtype. Increasing evidence has shown that lncRNAs are involved in tumor growth, cell-cycle, and apoptosis through interactions with miRNAs or mRNAs. However, there...

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Autores principales: Le, Kehao, Guo, Hui, Zhang, Qiulei, Huang, Xiaojuan, Xu, Ming, Huang, Ziwei, Yi, Pengfei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6805880/
https://www.ncbi.nlm.nih.gov/pubmed/31641220
http://dx.doi.org/10.1038/s41598-019-51626-7
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author Le, Kehao
Guo, Hui
Zhang, Qiulei
Huang, Xiaojuan
Xu, Ming
Huang, Ziwei
Yi, Pengfei
author_facet Le, Kehao
Guo, Hui
Zhang, Qiulei
Huang, Xiaojuan
Xu, Ming
Huang, Ziwei
Yi, Pengfei
author_sort Le, Kehao
collection PubMed
description Breast cancer is the most frequently diagnosed malignancy among women, and triple-negative breast cancer (TNBC) is a highly aggressive subtype. Increasing evidence has shown that lncRNAs are involved in tumor growth, cell-cycle, and apoptosis through interactions with miRNAs or mRNAs. However, there is still limited data on ceRNAs involved in the molecular mechanisms underlying TNBC. In this study, we applied the weighted gene co-expression network analysis to the existing microarray mRNA and lncRNA expression data obtained from the breast tissues of TNBC patients to find the hub genes and lncRNAs involved in TNBC. Functional enrichment was performed on the module that correlated with Ki-67 status the most (Turquoise module). The hub genes in the Turquoise module were found to be associated with DNA repair, cell proliferation, and the p53 signaling pathway. We performed co-expression analysis of the protein-coding and lncRNA hub genes in the Turquoise module. Analysis of the RNA-seq data obtained from The Cancer Genome Atlas database revealed that the protein-coding genes and lncRNAs that were co-expressed were also differentially expressed in the TNBC tissues compared with the normal mammary tissues. On the basis of establishing the ceRNA network, two mRNAs (RAD51AP1 and TYMS) were found to be correlated with overall survival in TNBC. These results suggest that TNBC-specific mRNA and lncRNAs may participate in a complex ceRNA network, which represents a potential therapeutic target for the treatment of TNBC.
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spelling pubmed-68058802019-10-24 Gene and lncRNA co-expression network analysis reveals novel ceRNA network for triple-negative breast cancer Le, Kehao Guo, Hui Zhang, Qiulei Huang, Xiaojuan Xu, Ming Huang, Ziwei Yi, Pengfei Sci Rep Article Breast cancer is the most frequently diagnosed malignancy among women, and triple-negative breast cancer (TNBC) is a highly aggressive subtype. Increasing evidence has shown that lncRNAs are involved in tumor growth, cell-cycle, and apoptosis through interactions with miRNAs or mRNAs. However, there is still limited data on ceRNAs involved in the molecular mechanisms underlying TNBC. In this study, we applied the weighted gene co-expression network analysis to the existing microarray mRNA and lncRNA expression data obtained from the breast tissues of TNBC patients to find the hub genes and lncRNAs involved in TNBC. Functional enrichment was performed on the module that correlated with Ki-67 status the most (Turquoise module). The hub genes in the Turquoise module were found to be associated with DNA repair, cell proliferation, and the p53 signaling pathway. We performed co-expression analysis of the protein-coding and lncRNA hub genes in the Turquoise module. Analysis of the RNA-seq data obtained from The Cancer Genome Atlas database revealed that the protein-coding genes and lncRNAs that were co-expressed were also differentially expressed in the TNBC tissues compared with the normal mammary tissues. On the basis of establishing the ceRNA network, two mRNAs (RAD51AP1 and TYMS) were found to be correlated with overall survival in TNBC. These results suggest that TNBC-specific mRNA and lncRNAs may participate in a complex ceRNA network, which represents a potential therapeutic target for the treatment of TNBC. Nature Publishing Group UK 2019-10-22 /pmc/articles/PMC6805880/ /pubmed/31641220 http://dx.doi.org/10.1038/s41598-019-51626-7 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Le, Kehao
Guo, Hui
Zhang, Qiulei
Huang, Xiaojuan
Xu, Ming
Huang, Ziwei
Yi, Pengfei
Gene and lncRNA co-expression network analysis reveals novel ceRNA network for triple-negative breast cancer
title Gene and lncRNA co-expression network analysis reveals novel ceRNA network for triple-negative breast cancer
title_full Gene and lncRNA co-expression network analysis reveals novel ceRNA network for triple-negative breast cancer
title_fullStr Gene and lncRNA co-expression network analysis reveals novel ceRNA network for triple-negative breast cancer
title_full_unstemmed Gene and lncRNA co-expression network analysis reveals novel ceRNA network for triple-negative breast cancer
title_short Gene and lncRNA co-expression network analysis reveals novel ceRNA network for triple-negative breast cancer
title_sort gene and lncrna co-expression network analysis reveals novel cerna network for triple-negative breast cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6805880/
https://www.ncbi.nlm.nih.gov/pubmed/31641220
http://dx.doi.org/10.1038/s41598-019-51626-7
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