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Exploration of the hub genes and miRNAs in lung adenocarcinoma

In order to investigate the oncogenic mechanisms of lung adenocarcinoma (LUAD), hub genes can be identified by constructing co-expression networks, and the potential linkages between hub genes, transcription factors (TFs) and microRNAs (miRNAs/miRs) can be visualized and identified. In the present s...

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Autores principales: Zhai, Yuanyuan, Chen, Yingli, Li, Qianzhong, Zhang, Luqiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: D.A. Spandidos 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6607253/
https://www.ncbi.nlm.nih.gov/pubmed/31423238
http://dx.doi.org/10.3892/ol.2019.10478
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author Zhai, Yuanyuan
Chen, Yingli
Li, Qianzhong
Zhang, Luqiang
author_facet Zhai, Yuanyuan
Chen, Yingli
Li, Qianzhong
Zhang, Luqiang
author_sort Zhai, Yuanyuan
collection PubMed
description In order to investigate the oncogenic mechanisms of lung adenocarcinoma (LUAD), hub genes can be identified by constructing co-expression networks, and the potential linkages between hub genes, transcription factors (TFs) and microRNAs (miRNAs/miRs) can be visualized and identified. In the present study, a total of 12 co-expressed modules were constructed, and 9 of these were significantly correlated with clinical traits in LUAD. The differentially expressed genes and differentially expressed miRNAs were determined, and the targets of differentially expressed miRNA were identified from the hub genes or TFs. The results of the present study demonstrated that 10 hub genes and 12 TFs are the predicted targets for the 5 and 8 differentially expressed miRNAs, respectively. Genes in pink and red modules, which have a high correlation with the clinical trait of days to death, are significantly enriched in ‘nucleosome assembly’ and ‘microtubule-based process’, respectively. These results indicated that miR-206, miR-137, miR-153, hub genes and enriched TFs in the pink and red modules exert a potentially pivotal function in the development of LUAD.
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spelling pubmed-66072532019-08-18 Exploration of the hub genes and miRNAs in lung adenocarcinoma Zhai, Yuanyuan Chen, Yingli Li, Qianzhong Zhang, Luqiang Oncol Lett Articles In order to investigate the oncogenic mechanisms of lung adenocarcinoma (LUAD), hub genes can be identified by constructing co-expression networks, and the potential linkages between hub genes, transcription factors (TFs) and microRNAs (miRNAs/miRs) can be visualized and identified. In the present study, a total of 12 co-expressed modules were constructed, and 9 of these were significantly correlated with clinical traits in LUAD. The differentially expressed genes and differentially expressed miRNAs were determined, and the targets of differentially expressed miRNA were identified from the hub genes or TFs. The results of the present study demonstrated that 10 hub genes and 12 TFs are the predicted targets for the 5 and 8 differentially expressed miRNAs, respectively. Genes in pink and red modules, which have a high correlation with the clinical trait of days to death, are significantly enriched in ‘nucleosome assembly’ and ‘microtubule-based process’, respectively. These results indicated that miR-206, miR-137, miR-153, hub genes and enriched TFs in the pink and red modules exert a potentially pivotal function in the development of LUAD. D.A. Spandidos 2019-08 2019-06-14 /pmc/articles/PMC6607253/ /pubmed/31423238 http://dx.doi.org/10.3892/ol.2019.10478 Text en Copyright: © Zhai et al. This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.
spellingShingle Articles
Zhai, Yuanyuan
Chen, Yingli
Li, Qianzhong
Zhang, Luqiang
Exploration of the hub genes and miRNAs in lung adenocarcinoma
title Exploration of the hub genes and miRNAs in lung adenocarcinoma
title_full Exploration of the hub genes and miRNAs in lung adenocarcinoma
title_fullStr Exploration of the hub genes and miRNAs in lung adenocarcinoma
title_full_unstemmed Exploration of the hub genes and miRNAs in lung adenocarcinoma
title_short Exploration of the hub genes and miRNAs in lung adenocarcinoma
title_sort exploration of the hub genes and mirnas in lung adenocarcinoma
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6607253/
https://www.ncbi.nlm.nih.gov/pubmed/31423238
http://dx.doi.org/10.3892/ol.2019.10478
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