Liu Yan-Jun, Zhang Shu, Hou Kang, Li Yun-Tao, Liu Zhan, Ren Hai-Liang, Luo Dan, Li Shi-Hong
Department of General Surgery, The Third People's Hospital of Chengdu, The Second Clinical College Affiliated to Chongqing Medical University, Chengdu, Sichuan, China.
Asian Pac J Cancer Prev. 2013;14(3):1819-23. doi: 10.7314/apjcp.2013.14.3.1819.
Microarray data were analyzed to explore key genes and their functions in progression of colorectal cancer (CRC).
Two microarray data sets were downloaded from Gene Expression Omnibus (GEO) database and differentially expressed genes (DEGs) were identified using corresponding packages of R. Functional enrichment analysis was performed with DAVID tools to uncover their biological functions.
631 and 590 DEGs were obtained from the two data sets, respectively. A total of 32 common DEGs were then screened out with the rank product method. The significantly enriched GO terms included inflammatory response, response to wounding and response to drugs. Two interleukin-related domains were revealed in the domain analysis. KEGG pathway enrichment analysis showed that the PPAR signaling pathway and the renin-angiotensin system were enriched in the DEGs.
Our study to systemically characterize gene expression changes in CRC with microarray technology revealed changes in a range of key genes, pathways and function modules. Their utility in diagnosis and treatment now require exploration.
分析微阵列数据以探索关键基因及其在结直肠癌(CRC)进展中的功能。
从基因表达综合数据库(GEO)下载两个微阵列数据集,并使用R语言的相应软件包鉴定差异表达基因(DEG)。利用DAVID工具进行功能富集分析以揭示其生物学功能。
分别从两个数据集中获得了631个和590个DEG。然后用秩乘积法筛选出总共32个常见的DEG。显著富集的基因本体(GO)术语包括炎症反应、伤口反应和药物反应。在结构域分析中揭示了两个白细胞介素相关结构域。京都基因与基因组百科全书(KEGG)通路富集分析表明,DEG中富集了过氧化物酶体增殖物激活受体(PPAR)信号通路和肾素-血管紧张素系统。
我们利用微阵列技术对CRC基因表达变化进行系统表征的研究揭示了一系列关键基因、通路和功能模块的变化。它们在诊断和治疗中的效用目前有待探索。