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Integrated analysis of gene expression and DNA methylation datasets identified key genes and a 6-gene prognostic signature for primary lung adenocarcinoma
- Source :
- Genetics and Molecular Biology, Vol 44, Iss 4 (2021), Genetics and Molecular Biology, Genetics and Molecular Biology, Volume: 44, Issue: 4, Article number: e20200465, Published: 15 NOV 2021
- Publication Year :
- 2021
- Publisher :
- Sociedade Brasileira de Genética, 2021.
-
Abstract
- Lung adenocarcinoma (LUAD) is the main subtype of non-small cell lung cancer with a poor survival prognosis. In our study, gene expression, DNA methylation, and clinicopathological data of primary LUAD were utilized to identify potential prognostic markers for LUAD, which were recruited from The Cancer Genome Atlas (TCGA) database. Univariate regression analysis showed that there were 21 methylation-associated DEGs related to overall survival (OS), including 9 down- and 12 up-regulated genes. The 12 up-regulated genes with hypomethylation may be risky genes, whereas the other 9 down-regulated genes with hypermethylation might be protective genes. By using the Step-wise multivariate Cox analysis, a methylation-associated 6-gene (consisting of CCL20, F2, GNPNAT1, NT5E, B3GALT2, and VSIG2) prognostic signature was constructed and the risk score based on this gene signature classified patients into high- or low-risk groups. Patients of the high-risk group had shorter OS than those of the low-risk group in both the training and validation cohort. Multivariate Cox analysis and the stratified analysis revealed that the risk score was an independent prognostic factor for LUAD patients. The methylation-associated gene signature may serve as a prognostic factor for LUAD patients and the represent hypermethylated or hypomethylated genes might be potential targets for LUAD therapy.
- Subjects :
- Oncology
Lung adenocarcinoma
medicine.medical_specialty
Lung
Framingham Risk Score
overall survival
Gene signature
Biology
risk score
QH426-470
medicine.disease
Genomics and Bioinformatics
NT5E
medicine.anatomical_structure
Internal medicine
DNA methylation
Gene expression
medicine
Genetics
Adenocarcinoma
prognosis
Molecular Biology
Gene
signature
Subjects
Details
- Language :
- English
- ISSN :
- 16784685
- Volume :
- 44
- Issue :
- 4
- Database :
- OpenAIRE
- Journal :
- Genetics and Molecular Biology
- Accession number :
- edsair.doi.dedup.....69fb755406064968b588c5b98840b678