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Homologous recombination repair rathway and RAD54L in early-stage lung adenocarcinoma
OBJECTIVE: The current study aims to identify the dysregulated pathway involved in carcinogenesis and the essential survival-related dysregulated genes among this pathway in the early stage of lung adenocarcinoma (LUAD). PATIENTS AND METHODS: Data from The Cancer Genome Atlas (TCGA) including 526 tu...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7894105/ https://www.ncbi.nlm.nih.gov/pubmed/33628633 http://dx.doi.org/10.7717/peerj.10680 |
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author | Zheng, Shaopeng Yao, Lintong Li, Fasheng Huang, Luyu Yu, Yunfang Lin, Zenan Li, Hao Xia, Jin Lanuti, Michael Zhou, Haiyu |
author_facet | Zheng, Shaopeng Yao, Lintong Li, Fasheng Huang, Luyu Yu, Yunfang Lin, Zenan Li, Hao Xia, Jin Lanuti, Michael Zhou, Haiyu |
author_sort | Zheng, Shaopeng |
collection | PubMed |
description | OBJECTIVE: The current study aims to identify the dysregulated pathway involved in carcinogenesis and the essential survival-related dysregulated genes among this pathway in the early stage of lung adenocarcinoma (LUAD). PATIENTS AND METHODS: Data from The Cancer Genome Atlas (TCGA) including 526 tumor tissues of LUAD and 59 healthy lung tissues were analyzed to gain differentially expressed genes (DEGs). Gene ontology (GO) analysis was conducted with DAVID, while the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis of DEGs was performed, followed by gene set enrichment analysis (GSEA) methods. Survival analysis was implemented in TCGA dataset and validated in Gene Expression Omnibus (GEO) cohort GSE50081, which includes 127 patients with stage I LUAD. RESULTS: GSEA enrichment analysis suggested that homologous recombination repair (HRR) pathway was significantly enriched. Subsequent KEGG pathway enrichment analysis indicated the significant up-regulation of HRR pathway in patients with T1 stage LUAD. Retrieved in Gene database, RAD54L is involved in HRR pathway and were recognized to be significantly differentially expressed in T1 stage LUAD in our study. The survival analysis indicated that high expression of RAD54L was significantly related to worse overall survival in patients with T1 stage LUAD (TCGA cohort: HR=2.10, 95% CI [1.47–2.98], P = 0.001; GSE50081 validation cohort: HR = 2.61, 95% CI [1.51–4.52], P = 0.002). Multivariate cox regression analysis indicated that RAD54L is an independent prognostic factor in the early-stage LUAD. CONCLUSION: HRR pathway is up-regulated in LUAD, among which the expression of RAD54L was found to be significantly differentially expressed in T1 stage tumor tissue. Patients with high expression of RAD54L were associated with worse overall survival in the TCGA cohort and validation cohort. This study suggests a potential mechanism of lung cancer progression and provide a budding prognostic factor and treatment target in early-stage LUAD. |
format | Online Article Text |
id | pubmed-7894105 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-78941052021-02-23 Homologous recombination repair rathway and RAD54L in early-stage lung adenocarcinoma Zheng, Shaopeng Yao, Lintong Li, Fasheng Huang, Luyu Yu, Yunfang Lin, Zenan Li, Hao Xia, Jin Lanuti, Michael Zhou, Haiyu PeerJ Bioinformatics OBJECTIVE: The current study aims to identify the dysregulated pathway involved in carcinogenesis and the essential survival-related dysregulated genes among this pathway in the early stage of lung adenocarcinoma (LUAD). PATIENTS AND METHODS: Data from The Cancer Genome Atlas (TCGA) including 526 tumor tissues of LUAD and 59 healthy lung tissues were analyzed to gain differentially expressed genes (DEGs). Gene ontology (GO) analysis was conducted with DAVID, while the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis of DEGs was performed, followed by gene set enrichment analysis (GSEA) methods. Survival analysis was implemented in TCGA dataset and validated in Gene Expression Omnibus (GEO) cohort GSE50081, which includes 127 patients with stage I LUAD. RESULTS: GSEA enrichment analysis suggested that homologous recombination repair (HRR) pathway was significantly enriched. Subsequent KEGG pathway enrichment analysis indicated the significant up-regulation of HRR pathway in patients with T1 stage LUAD. Retrieved in Gene database, RAD54L is involved in HRR pathway and were recognized to be significantly differentially expressed in T1 stage LUAD in our study. The survival analysis indicated that high expression of RAD54L was significantly related to worse overall survival in patients with T1 stage LUAD (TCGA cohort: HR=2.10, 95% CI [1.47–2.98], P = 0.001; GSE50081 validation cohort: HR = 2.61, 95% CI [1.51–4.52], P = 0.002). Multivariate cox regression analysis indicated that RAD54L is an independent prognostic factor in the early-stage LUAD. CONCLUSION: HRR pathway is up-regulated in LUAD, among which the expression of RAD54L was found to be significantly differentially expressed in T1 stage tumor tissue. Patients with high expression of RAD54L were associated with worse overall survival in the TCGA cohort and validation cohort. This study suggests a potential mechanism of lung cancer progression and provide a budding prognostic factor and treatment target in early-stage LUAD. PeerJ Inc. 2021-02-16 /pmc/articles/PMC7894105/ /pubmed/33628633 http://dx.doi.org/10.7717/peerj.10680 Text en © 2021 Zheng et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Bioinformatics Zheng, Shaopeng Yao, Lintong Li, Fasheng Huang, Luyu Yu, Yunfang Lin, Zenan Li, Hao Xia, Jin Lanuti, Michael Zhou, Haiyu Homologous recombination repair rathway and RAD54L in early-stage lung adenocarcinoma |
title | Homologous recombination repair rathway and RAD54L in early-stage lung adenocarcinoma |
title_full | Homologous recombination repair rathway and RAD54L in early-stage lung adenocarcinoma |
title_fullStr | Homologous recombination repair rathway and RAD54L in early-stage lung adenocarcinoma |
title_full_unstemmed | Homologous recombination repair rathway and RAD54L in early-stage lung adenocarcinoma |
title_short | Homologous recombination repair rathway and RAD54L in early-stage lung adenocarcinoma |
title_sort | homologous recombination repair rathway and rad54l in early-stage lung adenocarcinoma |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7894105/ https://www.ncbi.nlm.nih.gov/pubmed/33628633 http://dx.doi.org/10.7717/peerj.10680 |
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