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Integrative transcriptome analysis identifies deregulated microRNA-transcription factor networks in lung adenocarcinoma
- Source :
- Oncotarget
- Publication Year :
- 2016
- Publisher :
- Impact Journals LLC, 2016.
-
Abstract
- Herein, we aimed at identifying global transcriptome microRNA (miRNA) changes and miRNA target genes in lung adenocarcinoma. Samples were selected as training (N = 24) and independent validation (N = 34) sets. Tissues were microdissected to obtain >90% tumor or normal lung cells, subjected to miRNA transcriptome sequencing and TaqMan quantitative PCR validation. We further integrated our data with published miRNA and mRNA expression datasets across 1,491 lung adenocarcinoma and 455 normal lung samples. We identified known and novel, significantly over- and under-expressed (p ≤ 0.01 and FDR≤0.1) miRNAs in lung adenocarcinoma compared to normal lung tissue: let-7a, miR-10a, miR-15b, miR-23b, miR-26a, miR-26b, miR-29a, miR-30e, miR-99a, miR-146b, miR-181b, miR-181c, miR-421, miR-181a, miR-574 and miR-1247. Validated miRNAs included let-7a-2, let-7a-3, miR-15b, miR-21, miR-155 and miR-200b; higher levels of miR-21 expression were associated with lower patient survival (p = 0.042). We identified a regulatory network including miR-15b and miR-155, and transcription factors with prognostic value in lung cancer. Our findings may contribute to the development of treatment strategies in lung adenocarcinoma.
- Subjects :
- 0301 basic medicine
Adult
Male
Pathology
medicine.medical_specialty
Lung Neoplasms
molecular targets
Adenocarcinoma of Lung
transcription factor networks
Kaplan-Meier Estimate
transcriptome sequencing
Adenocarcinoma
Transcriptome
03 medical and health sciences
0302 clinical medicine
microRNA
medicine
TaqMan
Humans
Gene Regulatory Networks
Lung cancer
Aged
Aged, 80 and over
Lung
business.industry
Gene Expression Profiling
Middle Aged
medicine.disease
lung adenocarcinoma
microRNAs
Gene expression profiling
030104 developmental biology
medicine.anatomical_structure
Real-time polymerase chain reaction
Oncology
030220 oncology & carcinogenesis
Cancer research
Female
business
Research Paper
Transcription Factors
Subjects
Details
- Language :
- English
- ISSN :
- 19492553
- Volume :
- 7
- Issue :
- 20
- Database :
- OpenAIRE
- Journal :
- Oncotarget
- Accession number :
- edsair.doi.dedup.....530408c915db06fef3300c51dbe6d4e9