Lapadat R, Debiasi R L, Johnson G L, Tyler K L, Shah I
Department of Pharmacology, University of Colorado Health Sciences Center, Denver, Colorado.
Curr Genomics. 2005;6:501-513. doi: 10.2174/138920205775067675.
The availability of complete genomes and global gene expression profiling has greatly facilitated analysis of complex genetic regulatory systems. We describe the use of a bioinformatics strategy for analyzing the cis-regulatory design of genes diferentially regulated during viral infection of a target cell. The large-scale transcriptional activity of human embryonic kidney (HEK293) cells to reovirus (serotype 3 Abney) infection was measured using the Affymetrix HU-95Av2 gene array. Comparing the 2000 base pairs of 5' upstream sequence for the most differentially expressed genes revealed highly preserved sequence regions, which we call "modules". Higher-order patterns of modules, called "super-modules", were significantly over-represented in the 5' upstream regions of transcriptionally responsive genes. These supermodules contain binding sites for multiple transcription factors and tend to define the role of genes in processes associated with reovirus infection. The supermodular design encodes a cis-regulatory logic for transducing upstream signaling for the control of expression of genes involved in similar biological processes. In the case of reovirus infection, these processes recapitulate the integrated response of cells including signal transduction, transcriptional regulation, cell cycle control, and apoptosis. The computational strategies described for analyzing gene expression data to discover cis-regulatory features and associating them with pathological processes represents a novel approach to studying the interaction of a pathogen with its target cells.
完整基因组和全基因组基因表达谱的可得性极大地促进了对复杂遗传调控系统的分析。我们描述了一种生物信息学策略的应用,用于分析在靶细胞病毒感染期间差异调控基因的顺式调控设计。使用Affymetrix HU - 95Av2基因芯片测量了人胚肾(HEK293)细胞对呼肠孤病毒(3型Abney株)感染的大规模转录活性。比较表达差异最大的基因的2000个碱基对的5'上游序列,发现了高度保守的序列区域,我们将其称为“模块”。称为“超级模块”的模块高阶模式在转录反应基因的5'上游区域中显著富集。这些超级模块包含多个转录因子的结合位点,并倾向于确定基因在与呼肠孤病毒感染相关过程中的作用。超级模块设计编码一种顺式调控逻辑,用于转导上游信号以控制参与相似生物学过程的基因的表达。就呼肠孤病毒感染而言,这些过程概括了细胞的综合反应,包括信号转导、转录调控、细胞周期控制和细胞凋亡。所描述的用于分析基因表达数据以发现顺式调控特征并将其与病理过程相关联的计算策略,代表了一种研究病原体与其靶细胞相互作用的新方法。