Diagnostic MicroRNA Biomarker Discovery for Non-Small-Cell Lung Cancer Adenocarcinoma by Integrative Bioinformatics Analysis

小RNA 肺癌 腺癌 癌症 生物标志物发现 生物信息学 机制(生物学) 生物标志物 癌症研究 癌症生物标志物 肿瘤科 生物 基因 小桶 计算生物学 医学 基因表达谱 癌变 内科学 蛋白质组学 遗传学 认识论 哲学
作者
Yang Shao,Bin Liang,Fei Long,Shujuan Jiang
出处
期刊:BioMed Research International [Hindawi Publishing Corporation]
卷期号:2017: 1-9 被引量:25
标识
DOI:10.1155/2017/2563085
摘要

Lung cancer is the leading cause of cancer death and its incidence is ranked high in men and women worldwide. Non-small-cell lung cancer (NSCLC) adenocarcinoma is one of the most frequent histological subtypes of lung cancer. The aberration profile and the molecular mechanism driving its progression are the key for precision therapy of lung cancer, while the screening of biomarkers is essential to the precision early diagnosis and treatment of the cancer. In this work, we applied a bioinformatics method to analyze the dysregulated interaction network of microRNA-mRNA in NSCLC, based on both the gene expression data and the microRNA-gene regulation network. Considering the properties of the substructure and their biological functions, we identified the putative diagnostic biomarker microRNAs, some of which have been reported on the PubMed citations while the rest, that is, miR-204-5p, miR-567, miR-454-3p, miR-338-3p, and miR-139-5p, were predicted as the putative novel microRNA biomarker for the diagnosis of NSCLC adenocarcinoma. They were further validated by functional enrichment analysis of their target genes. These findings deserve further experimental validations for future clinical application.

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