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Integrative transcriptome analysis identifies deregulated microRNA-transcription factor networks in lung adenocarcinoma

Authors :
Jefferson L Gross
Naiara Cinegaglia
Antonio José Maria Cataneo
Julio Defaveri
Sónia C. S. Andrade
Luiz Lehmann Coutinho
Erica Nishida Hasimoto
Robson Francisco Carvalho
Igor Jurisica
Rogério Antonio de Oliveira
Daniele Cristina Cataneo
Cristiano de Pádua Souza
Wan L. Lam
Fabio E. Severino
Márcia Martins Marques
Silvia Regina Rogatto
Maisa Pinheiro
Patricia P Reis
Tomas Tokar
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.

Details

Language :
English
ISSN :
19492553
Volume :
7
Issue :
20
Database :
OpenAIRE
Journal :
Oncotarget
Accession number :
edsair.doi.dedup.....530408c915db06fef3300c51dbe6d4e9