Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1783432058090029056 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6607253 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | D.A. Spandidos |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT zhaiyuanyuan explorationofthehubgenesandmirnasinlungadenocarcinoma AT chenyingli explorationofthehubgenesandmirnasinlungadenocarcinoma AT liqianzhong explorationofthehubgenesandmirnasinlungadenocarcinoma AT zhangluqiang explorationofthehubgenesandmirnasinlungadenocarcinoma |