Cargando…
Identification of four differentially methylated genes as prognostic signatures for stage I lung adenocarcinoma
BACKGROUND: Lung adenocarcinoma (LUAD) is the main subtype of non-small cell lung cancer with a low survival prognosis. We aimed to generate a prognostic model for the postoperative recurrence of LUAD. METHODS: The methylated DNA data of LUAD patients were downloaded from the Cancer Genome Atlas (TC...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5909272/ https://www.ncbi.nlm.nih.gov/pubmed/29713243 http://dx.doi.org/10.1186/s12935-018-0547-6 |
_version_ | 1783315867345354752 |
---|---|
author | Luo, Wei-Ming Wang, Zheng-Yu Zhang, Xin |
author_facet | Luo, Wei-Ming Wang, Zheng-Yu Zhang, Xin |
author_sort | Luo, Wei-Ming |
collection | PubMed |
description | BACKGROUND: Lung adenocarcinoma (LUAD) is the main subtype of non-small cell lung cancer with a low survival prognosis. We aimed to generate a prognostic model for the postoperative recurrence of LUAD. METHODS: The methylated DNA data of LUAD patients were downloaded from the Cancer Genome Atlas (TCGA). The differentially methylated genes were identified and protein–protein interacting network was constructed, with which prognostic signature of this cancer was generated. Survival and functional pathways analysis w used to evaluate the clustering ability of the prognostic signature. RESULTS: We identified 151 differentially methylated genes related to relapse-free survival of patients with LUAD. Nine hub genes were identified in PPI network, with which 4 gene pair signature was selected as prognostic signature. The potential functions of 6 genes (JDP2, SERPINA5, PLG, SEMG2, RFX5, and POLR3B) in the 4-gene pair signature were enriched in intracellular protein synthesis and transportation. CONCLUSION: The four gene pair signature can predict the prognosis of patients with stage I LUAD. Our study provides a reference for patients with postoperative adjuvant therapy. |
format | Online Article Text |
id | pubmed-5909272 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-59092722018-04-30 Identification of four differentially methylated genes as prognostic signatures for stage I lung adenocarcinoma Luo, Wei-Ming Wang, Zheng-Yu Zhang, Xin Cancer Cell Int Primary Research BACKGROUND: Lung adenocarcinoma (LUAD) is the main subtype of non-small cell lung cancer with a low survival prognosis. We aimed to generate a prognostic model for the postoperative recurrence of LUAD. METHODS: The methylated DNA data of LUAD patients were downloaded from the Cancer Genome Atlas (TCGA). The differentially methylated genes were identified and protein–protein interacting network was constructed, with which prognostic signature of this cancer was generated. Survival and functional pathways analysis w used to evaluate the clustering ability of the prognostic signature. RESULTS: We identified 151 differentially methylated genes related to relapse-free survival of patients with LUAD. Nine hub genes were identified in PPI network, with which 4 gene pair signature was selected as prognostic signature. The potential functions of 6 genes (JDP2, SERPINA5, PLG, SEMG2, RFX5, and POLR3B) in the 4-gene pair signature were enriched in intracellular protein synthesis and transportation. CONCLUSION: The four gene pair signature can predict the prognosis of patients with stage I LUAD. Our study provides a reference for patients with postoperative adjuvant therapy. BioMed Central 2018-04-19 /pmc/articles/PMC5909272/ /pubmed/29713243 http://dx.doi.org/10.1186/s12935-018-0547-6 Text en © The Author(s) 2018 Open AccessThis 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 | Primary Research Luo, Wei-Ming Wang, Zheng-Yu Zhang, Xin Identification of four differentially methylated genes as prognostic signatures for stage I lung adenocarcinoma |
title | Identification of four differentially methylated genes as prognostic signatures for stage I lung adenocarcinoma |
title_full | Identification of four differentially methylated genes as prognostic signatures for stage I lung adenocarcinoma |
title_fullStr | Identification of four differentially methylated genes as prognostic signatures for stage I lung adenocarcinoma |
title_full_unstemmed | Identification of four differentially methylated genes as prognostic signatures for stage I lung adenocarcinoma |
title_short | Identification of four differentially methylated genes as prognostic signatures for stage I lung adenocarcinoma |
title_sort | identification of four differentially methylated genes as prognostic signatures for stage i lung adenocarcinoma |
topic | Primary Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5909272/ https://www.ncbi.nlm.nih.gov/pubmed/29713243 http://dx.doi.org/10.1186/s12935-018-0547-6 |
work_keys_str_mv | AT luoweiming identificationoffourdifferentiallymethylatedgenesasprognosticsignaturesforstageilungadenocarcinoma AT wangzhengyu identificationoffourdifferentiallymethylatedgenesasprognosticsignaturesforstageilungadenocarcinoma AT zhangxin identificationoffourdifferentiallymethylatedgenesasprognosticsignaturesforstageilungadenocarcinoma |