title: Canonical Single Nucleotide Polymorphisms (SNPs) for High-Resolution Subtyping of Shiga-Toxin Producing Escherichia coli (STEC) O157:H7.
abstract: The objective of this study was to develop a canonical, parsimoniously-informative SNP panel for subtyping Shiga-toxin producing Escherichia coli (STEC) O157:H7 that would be consistent with epidemiological, PFGE, and MLVA clustering of human specimens. Our group had previously identified 906 putative discriminatory SNPs, which were pared down to 391 SNPs based on their prevalence in a test set. The 391 SNPs were screened using a high-throughput form of TaqMan PCR against a set of clinical isolates that represent the most diverse collection of O157:H7 isolates from outbreaks and sporadic cases examined to date. Another 30 SNPs identified by others were also screened using the same method. Two additional targets were tested using standard TaqMan PCR endpoint analysis. These 423 SNPs were reduced to a 32 SNP panel with the almost the same discriminatory value. While the panel partitioned our diverse set of isolates in a manner that was consistent with epidemiological data and PFGE and MLVA phylogenies, it resulted in fewer subtypes than either existing method and insufficient epidemiological resolution in 10 of 47 clusters. Therefore, another round of SNP discovery was undertaken using comparative genomic resequencing of pooled DNA from the 10 clusters with insufficient resolution. This process identified 4,040 potential SNPs and suggested one of the ten clusters was incorrectly grouped. After its removal, there were 2,878 SNPs, of which only 63 were previously identified and 438 occurred across multiple clusters. Among highly clonal bacteria like STEC O157:H7, linkage disequilibrium greatly limits the number of parsimoniously informative SNPs. Therefore, it is perhaps unsurprising that our panel accounted for the potential discriminatory value of numerous other SNPs reported in the literature. We concluded published O157:H7 SNPs are insufficient for effective epidemiological subtyping. However, the 438 multi-cluster SNPs we identified may provide the additional information required.
authors.affiliation: PulseNet Next Generation Subtyping Methods Unit, Division of Foodborne, Waterborne and Environmental Diseases, Enteric Diseases Laboratory Branch, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.
authors.forename: Sean M
authors.initials: SM
authors.lastname: Griffing
authors.affiliation: PulseNet Next Generation Subtyping Methods Unit, Division of Foodborne, Waterborne and Environmental Diseases, Enteric Diseases Laboratory Branch, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.
authors.forename: Duncan R
authors.initials: DR
authors.lastname: MacCannell
authors.affiliation: PulseNet Next Generation Subtyping Methods Unit, Division of Foodborne, Waterborne and Environmental Diseases, Enteric Diseases Laboratory Branch, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.
authors.forename: Amber J
authors.initials: AJ
authors.lastname: Schmidtke
authors.affiliation: PulseNet Next Generation Subtyping Methods Unit, Division of Foodborne, Waterborne and Environmental Diseases, Enteric Diseases Laboratory Branch, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.
authors.forename: Molly M
authors.initials: MM
authors.lastname: Freeman
authors.affiliation: PulseNet Next Generation Subtyping Methods Unit, Division of Foodborne, Waterborne and Environmental Diseases, Enteric Diseases Laboratory Branch, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.
authors.forename: Eija
authors.initials: E
authors.lastname: Hyytiä-Trees
authors.affiliation: PulseNet Next Generation Subtyping Methods Unit, Division of Foodborne, Waterborne and Environmental Diseases, Enteric Diseases Laboratory Branch, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.
authors.forename: Peter
authors.initials: P
authors.lastname: Gerner-Smidt
authors.affiliation: PulseNet Next Generation Subtyping Methods Unit, Division of Foodborne, Waterborne and Environmental Diseases, Enteric Diseases Laboratory Branch, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.
authors.forename: Efrain M
authors.initials: EM
authors.lastname: Ribot
authors.affiliation: United States Meat Animal Research Center, United States Department of Agriculture, Agricultural Research Service, Clay Center, Nevada, United States of America.
authors.forename: James L
authors.initials: JL
authors.lastname: Bono
mesh_terms: D004927:Escherichia coli Infections / Q000382:microbiology; D019453:Escherichia coli O157 / Q000235:genetics*; D006801:Humans; D020641:Polymorphism, Single Nucleotide; D054323:Shiga-Toxigenic Escherichia coli / Q000235:genetics*