TY - JOUR
T1 - Dissecting the PhoP regulatory network of Escherichia coli and Salmonella enterica
AU - Zwir, Igor
AU - Shin, Dongwoo
AU - Kato, Akinori
AU - Nishino, Kunihiko
AU - Latifi, Tammy
AU - Solomon, Felix
AU - Hare, Janelle M.
AU - Huang, Henry
AU - Groisman, Eduardo A.
PY - 2005/2/22
Y1 - 2005/2/22
N2 - 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.
AB - 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.
KW - Acid pH
KW - Gene transcription
KW - Machine learning
KW - Promoter
UR - http://www.scopus.com/inward/record.url?scp=14544307890&partnerID=8YFLogxK
U2 - 10.1073/pnas.0408238102
DO - 10.1073/pnas.0408238102
M3 - Article
C2 - 15703297
AN - SCOPUS:14544307890
SN - 0027-8424
VL - 102
SP - 2862
EP - 2867
JO - Proceedings of the National Academy of Sciences of the United States of America
JF - Proceedings of the National Academy of Sciences of the United States of America
IS - 8
ER -