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衣原体和大肠杆菌中σ28调控基因的计算机预测与功能验证

In silico prediction and functional validation of sigma28-regulated genes in Chlamydia and Escherichia coli.

作者信息

Yu Hilda Hiu Yin, Kibler Dennis, Tan Ming

机构信息

Institute for Genomics and Bioinformatics, University of California, Irvine, California 92697-4025, USA.

出版信息

J Bacteriol. 2006 Dec;188(23):8206-12. doi: 10.1128/JB.01082-06. Epub 2006 Sep 22.

Abstract

sigma(28) RNA polymerase is an alternative RNA polymerase that has been proposed to have a role in late developmental gene regulation in Chlamydia, but only a single target gene has been identified. To discover additional sigma(28)-dependent genes in the Chlamydia trachomatis genome, we applied bioinformatic methods using a probability weight matrix based on known sigma(28) promoters in other bacteria and a second matrix based on a functional analysis of the sigma(28) promoter. We tested 16 candidate sigma(28) promoters predicted with these algorithms and found that 5 were active in a chlamydial sigma(28) in vitro transcription assay. hctB, the known sigma(28)-regulated gene, is only expressed late in the chlamydial developmental cycle only, and two of the newly identified sigma(28) target genes (tsp and tlyC_1) also have late expression profiles, providing support for sigma(28) as a regulator of late gene expression. One of the other novel sigma(28)-regulated genes is dnaK, a known heat shock-responsive gene, suggesting that sigma(28) RNA polymerase may be involved in the response to cellular stress. Our sigma(28) prediction algorithm can be applied to other bacteria, and by performing a similar analysis on the Escherichia coli genome, we have predicted and functionally identified five previously unknown sigma(28)-regulated genes in E. coli.

摘要

σ(28)RNA聚合酶是一种替代RNA聚合酶,有人提出它在衣原体的后期发育基因调控中起作用,但仅鉴定出一个靶基因。为了在沙眼衣原体基因组中发现更多依赖σ(28)的基因,我们应用了生物信息学方法,使用基于其他细菌中已知σ(28)启动子的概率权重矩阵和基于σ(28)启动子功能分析的第二个矩阵。我们测试了用这些算法预测的16个候选σ(28)启动子,发现其中5个在衣原体σ(28)体外转录试验中具有活性。已知的受σ(28)调控的基因hctB仅在衣原体发育周期的后期表达,新鉴定的两个σ(28)靶基因(tsp和tlyC_1)也具有后期表达谱,这为σ(28)作为晚期基因表达的调节因子提供了支持。另一个新的受σ(28)调控的基因是dnaK,它是一个已知的热休克反应基因,这表明σ(28)RNA聚合酶可能参与细胞应激反应。我们的σ(28)预测算法可应用于其他细菌,通过对大肠杆菌基因组进行类似分析,我们已经预测并在功能上鉴定了大肠杆菌中五个以前未知的受σ(28)调控的基因。

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