Zhang Feng, Chen Xia, Wei Ke, Liu Daoming, Xu Xiaodong, Zhang Xing, Shi Hong
Department of Oncology, Linyi People's Hospital of Shandong Province, Linyi, Shandong, China (mainland).
The Second Ward, Taian Disabled Soldiers Hospital of Shandong Province, Taian, Shandong, China (mainland).
Med Sci Monit. 2017 Jan 12;23:172-206. doi: 10.12659/msm.898297.
BACKGROUND Lung squamous cell carcinoma (lung SCC) is a common type of lung cancer, but its mechanism of pathogenesis is unclear. The aim of this study was to identify key transcription factors in lung SCC and elucidate its mechanism. MATERIAL AND METHODS Six published microarray datasets of lung SCC were downloaded from Gene Expression Omnibus (GEO) for integrated bioinformatics analysis. Significance analysis of microarrays was used to identify differentially expressed genes (DEGs) between lung SCC and normal controls. The biological functions and signaling pathways of DEGs were mapped in the Gene Otology and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway database, respectively. A transcription factor gene regulatory network was used to obtain insights into the functions of DEGs. RESULTS A total of 1,011 genes, including 539 upregulated genes and 462 downregulated genes, were filtered as DEGs between lung SCC and normal controls. DEGs were significantly enriched in cell cycle, DNA replication, p53 signaling pathway, pathways in cancer, adherens junction, and cell adhesion molecules signaling pathways. There were 57 transcription factors identified, which were used to construct a regulatory network. The network consisted of 736 interactions between 49 transcription factors and 486 DEGs. NFIC, BRCA1, and NFATC2 were the top 3 transcription factors that had the highest connectivity with DEGs and that regulated 83, 82, and 75 DEGs in the network, respectively. CONCLUSIONS NFIC, BRCA1, and NFATC2 might be the key transcription factors in the development of lung SCC by regulating the genes involved in cell cycle and DNA replication pathways.
背景 肺鳞状细胞癌(肺鳞癌)是肺癌的一种常见类型,但其发病机制尚不清楚。本研究旨在鉴定肺鳞癌中的关键转录因子并阐明其机制。
材料与方法 从基因表达综合数据库(GEO)下载了六个已发表的肺鳞癌微阵列数据集,进行综合生物信息学分析。采用微阵列显著性分析来鉴定肺鳞癌与正常对照之间的差异表达基因(DEG)。分别在基因本体论和京都基因与基因组百科全书(KEGG)通路数据库中绘制DEG的生物学功能和信号通路。利用转录因子基因调控网络来深入了解DEG的功能。
结果 共筛选出1011个基因作为肺鳞癌与正常对照之间的DEG,其中包括539个上调基因和462个下调基因。DEG在细胞周期、DNA复制、p53信号通路、癌症相关通路、黏着连接和细胞黏附分子信号通路中显著富集。鉴定出57个转录因子,用于构建调控网络。该网络由49个转录因子与486个DEG之间的736个相互作用组成。NFIC、BRCA1和NFATC2是与DEG连接性最高的前3个转录因子,分别在网络中调控83、82和75个DEG。
结论 NFIC、BRCA1和NFATC2可能通过调控参与细胞周期和DNA复制通路的基因,成为肺鳞癌发生发展中的关键转录因子。