Dissecting the PhoP regulatory network of Escherichia coli and Salmonella enterica

被引:177
作者
Zwir, I [1 ]
Shin, D [1 ]
Kato, A [1 ]
Nishino, K [1 ]
Latifi, T [1 ]
Solomon, F [1 ]
Hare, JM [1 ]
Huang, H [1 ]
Groisman, EA [1 ]
机构
[1] Washington Univ, Sch Med, Howard Hughes Med Inst, Dept Mol Microbiol, St Louis, MO 63110 USA
关键词
promoter; machine learning; gene transcription; acid pH;
D O I
10.1073/pnas.0408238102
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Genetic and genomic approaches have been successfully used to assign genes to distinct regulatory networks. However, the present challenge of distinguishing differentially regulated genes within a network is particularly hard because members of a given network tend to have similar regulatory features. We have addressed this challenge by developing a method, termed Gene Promoter Scan, that discriminates coregulated promoters by simultaneously considering both multiple cis promoter features and gene expression. Here, we apply this method to probe the regulatory networks governed by the PhoP/PhoQ two-component system in the enteric bacteria Escherichia coli and Salmonella enterica. Our analysis uncovered members of the PhoP regulon and interactions with other regulatory systems that were not discovered in previous approaches. The predictions made by Gene Promoter Scan were experimentally validated to establish that the PhoP protein uses multiple mechanisms to control gene transcription, regulates acid resistance determinants, and is a central element in a highly connected network.
引用
收藏
页码:2862 / 2867
页数:6
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