Previous Article | Next Article 
Applied and Environmental Microbiology, November 2004, p. 6846-6854, Vol. 70, No. 11
0099-2240/04/$08.00+0 DOI: 10.1128/AEM.70.11.6846-6854.2004
Copyright © 2004, American Society for Microbiology. All Rights Reserved.
Identification of Common Subpopulations of Non-Sorbitol-Fermenting, ß-Glucuronidase-Negative Escherichia coli O157:H7 from Bovine Production Environments and Human Clinical Samples
Zhijie Yang,1
Joy Kovar,2
Jaehyoung Kim,1
Joseph Nietfeldt,1
David R. Smith,3
Rodney A. Moxley,3
Michael E. Olson,4
Paul D. Fey,4,5 and
Andrew K. Benson1*
Departments of Food Science and Technology,1
Veterinary and Biomedical Sciences, University of Nebraska,3
LI-COR Biotechnology Division, Lincoln,2
Departments of Pathology and Microbiology,4
Internal Medicine, University of Nebraska Medical Center, Omaha, Nebraska5
Received 23 March 2004/
Accepted 29 June 2004

ABSTRACT
Non-sorbitol-fermenting, ß-glucuronidase-negative
Escherichia coli O157:H7 strains are regarded as a clone complex,
and populations from different geographical locations are believed
to share a recent common ancestor. Despite their relatedness,
high-resolution genotyping methods can detect significant genome
variation among different populations. Phylogenetic analysis
of high-resolution genotyping data from these strains has shown
that subpopulations from geographically unlinked continents
can be divided into two primary phylogenetic lineages, termed
lineage I and lineage II, and limited studies of the distribution
of these lineages suggest there could be differences in their
propensity to cause disease in humans or to be transmitted to
humans. Because the genotyping methods necessary to discriminate
the two lineages are tedious and subjective, these methods are
not particularly suited for studying the large sets of strains
that are required to systematically evaluate the ecology and
transmission characteristics of these lineages. To overcome
this limitation, we have developed a lineage-specific polymorphism
assay (LSPA) that can readily distinguish between the lineage
I and lineage II subpopulations. In the studies reported here,
we describe the development of a six-marker test (LSPA-6) and
its validation in a side-by-side comparison with octamer-based
genome scanning. Analysis of over 1,400 O157:H7 strains with
the LSPA-6 demonstrated that five genotypes comprise over 91%
of the strains, suggesting that these subpopulations may be
widespread.

INTRODUCTION
The enterohemorrhagic
Escherichia coli (EHEC) have emerged as
a leading cause of bloody diarrhea (hemorrhagic colitis) in
the United States and other countries (
11). The predominant
serotype of EHEC in the United States, Canada, Japan, and the
United Kingdom is O157:H7; however, several other serotypes,
including O26:H11 and O111:H2, O111:H8, and O111:H are
also common, particularly in continental Europe and Australia
(
4,
26). Despite differences in serotypes and genetic backgrounds,
the three primary EHEC serotypes share a common set of virulence
genes which include the
stx1 and
stx2 genes encoding the Shiga
toxins (
19,
21), several genes located within the locus of enterocyte
effacement that encode a specialized attachment system (
6,
7),
and the plasmid-borne
ehxA gene encoding a hemolysin (
29,
30).
Phylogenetic analyses indicate that O157:H7 strains comprise
a single phylogenetic lineage while O26:H11 and O111:H8 strains
comprise a second lineage (
41) and that the two lineages evolved
through parallel pathways of virulence gene acquisition (
25).
Phylogenetic analysis of EHEC O157:H7 and O157:H strains found worldwide has shown that they are highly related and comprise a clone complex (9, 41). A stepwise evolutionary model has been proposed on the basis of molecular genetic and phylogenetic studies according to which the contemporary ß-glucuronidase negative, non-sorbitol-fermenting EHEC O157:H7 clone descended from an O55:H7-like enteropathogenic E. coli ancestor (9). The sequence of events includes lysogenization of the ancestor by Shiga toxin-converting phages, a serotype switch conferred by acquisition of genes within the gnd region, acquisition of the large pO157 plasmid, and loss of the ß-glucuronidase and sorbitol fermentation characteristics (9, 38). Despite the relatedness of non-sorbitol-fermenting, ß-glucuronidase-negative O157:H7 strains, significant genome diversity can be observed among individual isolates by methods such as pulse-field gel electrophoresis (PFGE) (8, 10, 32). Indeed, genome sequencing analysis of two different non-sorbitol-fermenting, ß-glucuronidase-negative strains demonstrated that substantial strain-level variation can be detected in genome content, including differences in prophage content and genomic islands (23, 24). Recent genome-based studies also support the observation that variation in prophage content accounts for significant diversity among populations of O157:H7 (28, 31).
Studies to examine the phylogenetic relationships among non-sorbitol-fermenting, ß-glucuronidase-negative O157:H7 strains have determined that the strains comprise two highly related but distinct populations that are globally spread (16, 17). Although the strain sets studied thus far have been relatively small, a biased distribution of the two lineages among human- and bovine-derived isolates was observed in one of the studies (16), suggesting that the two lineages could have unique transmissibility or virulence characteristics. Phenotypic studies of strains from human clinical samples and bovine production environments are also consistent with the hypothesis that O157:H7 strains may display differences in virulence characteristics (1, 20).
Because animal models to test the virulence of O157:H7 strains are limited, systematic testing of the differential virulence hypothesis requires the use of multiple approaches to examine virulence characteristics and transmission patterns of the different O157:H7 subpopulations. In order to study transmission patterns, a high-throughput genotyping method is necessary to allow large-scale analysis of strain sets from epidemiological studies. In this report, we describe incorporation of six of these markers into a multilocus genotyping assay, termed lineage-specific polymorphism assay-6 (LSPA-6). We demonstrate the validation of the assay and its capacity for high throughput by analysis of a large strain set comprising 1,429 O157:H7 strains from human clinical samples and bovine production environments.

MATERIALS AND METHODS
Bacterial strains and growth conditions.
Characteristics of the
E. coli O157:H7 strains used in this
study are reported online (
http://foodsci.unl.edu/homepage/faculty/strain%20sets.xls).
The strains comprising the USA 40 set, the Australian set (AU6
to AU1823), and the Francis set have been described previously
(
16,
17). Strains from the downer set were derived from a study
of O157:H7 in downer cattle in the Midwestern United States
(
3). Additional human clinical isolates (CDC241 to CDC265) were
derived from the Centers for Disease Control and Prevention
(CDC; N. Strockbine). Strains in the Moxley 60, Moxley 387,
Moxley W00, Moxley W01, and Moxley S01 collections were isolated
from bovine feces and environmental sampling (rope) devices
(
35) in cross-sectional and longitudinal studies of O157:H7
in Midwestern feedlots during the periods of June to September
1999 (Moxley 00), February to March 2000 (Moxley 60), May to
November 2000 (Moxley 387), January to June 2001 (Moxley W01),
and May to July 2001 (Moxley S01) (
15,
33). Human clinical isolates
of O157:H7 strains were derived from the Nebraska Public Health
Laboratory (NPHL). The NPHL strains were collected from sporadic
cases and outbreaks in Nebraska, and each represents a unique
XbaI PFGE genotype. Included among these genotypes are the XbaI
PFGE genotypes most commonly reported in the United States by
the CDC. All strains were maintained as frozen stock preparations
and were minimally propagated on Luria-Bertani broth.
Primer design.
Primers for the LSPA-6 were designed to flank lineage-specific polymorphisms by using the PRIME program of the Genetics Computer Group package. Each primer combination consisted of a fluorescence-labeled forward primer and an unlabeled reverse primer (Table 1). The LSPA-6 forward primers were labeled with IRDye 700 (LI-COR Biosciences, Lincoln, Nebr.). The primer sequences are shown in Table 1.
Multiplex assay.
Multiplex PCR amplification of LSPA-6 primer combinations was
accomplished in single reaction mixtures. Template DNA was prepared
from overnight cultures that had been heated at 100°C for
10 min and centrifuged at 16,000
x g for 5 min. For each reaction,
1 µl of the boiled and centrifuged culture supernatant
(template DNA) was combined with 1
x PCR buffer (20 mM Tris-HCl
[pH 8.4], 50 mM KCl; Invitrogen), a 200 µM concentration
of each deoxynucleoside triphosphate (0.2 mM [each] dATP, dTTP,
dCTP, and dGTP), 3 mM MgCl
2, 1 U of
Taq DNA Polymerase (Invitrogen),
and a 0.3 nM concentration of each forward and reverse primer
for all six markers. PCR thermocycler conditions were 1 cycle
at 94°C for 4 min; 11 cycles of 94°C for 30 s, 50°C
(decreasing 1°C/cycle) for 45 s, and 72°C for 1 min;
20 cycles of 94°C for 30 s, 52°C for 45 s, and 72°C
for 1 min; and 1 cycle at 72°C for 5 min. After completion
of the cycling, a one-half volume of loading dye (0.012% bromphenol
blue-0.1 mM EDTA, [pH 8.0] in 100% formamide) was added, and
the reactions were denatured at 94°C for 3 min prior to
electrophoresis on an NEN Global Edition IR
2 DNA Analyzer (LI-COR
Biosciences). A portion (1 µl) of each reaction mixture
was loaded onto a 6.5% denaturing polyacrylamide gel (length,
25 cm). Control reactions, derived from the K-12 strain MC1061
and the lineage I and lineage II O157:H7 control strains (93-001
and FRIK2000, respectively), were included on all gels.
Data analysis.
Printed copies of images from the electrophoresis runs were produced by an Alden Electronics 9315CTP photographic quality thermal printer (Westborough, Mass.). Alleles shared with the lineage I control strain were designated allele 1, and those common to the lineage II control strain were designated allele 2. Unique alleles (those migrating faster or slower than allele 1 or allele 2) were designated allele 3. If no band was apparent, a zero character state was given. Allele combinations were compiled in Microsoft Excel. Phylogenetic relationships were then assessed by using the unweighted pair group method with arithmetic mean (UPGMA) in PAUP version 4.0 (37) with a weight of 2 for the folD allele.
The nonrandom distribution of genotypes was tested by Z-test statistics and by the index of association (IA) test of Smith et al. (36). The Z test was calculated as
where
p is the measured frequency of one genotype,
p0 is the expected
frequency of the genotype, assuming a random distribution of
all alleles, and
n is the number of strains tested. The
IA value,
which measures the observed variance in allele distributions
versus that expected at randomness, was calculated in Microsoft
Excel by using the method described by Smith et al. (
36).

RESULTS
Marker identification.
In order to identify candidate polymorphisms that could discriminate
the lineages, lineage-specific genome alterations were identified
from a large-scale comparative genome analysis of 40
E. coli O157:H7 strains (20 lineage I strains and 20 lineage II strains)
representing the genetic diversity of the two lineages (
16,
17). The polymorphisms were identified by high-density octamer-based
genome scanning (OBGS) analysis by using 174 different OBGS
primer combinations on each of the strains in independent reactions.
Polymorphic OBGS products that were specific to lineage I or
lineage II strains were identified by electrophoresis of the
labeled reaction products on automated DNA sequencers. A total
of 95 lineage-specific OBGS products were purified, cloned,
sequenced, and mapped onto the strain EDL933 (
24) and strain
Sakai (
23) genome sequences as previously described (
17). Each
of the polymorphisms was confirmed by PCR analysis across the
corresponding genome segment and DNA sequence analysis of the
resulting cloned PCR product from each lineage. Details of this
analysis are to be published elsewhere.
Candidate polymorphisms for development of the lineage-specific genotyping test met the following criteria: (i) the polymorphisms are conserved or nearly conserved in members of a lineage, (ii) the polymorphisms are derived from short insertion or deletion events (1 to 100 nucleotides), (iii) the polymorphisms occur in noncoding regions or within apparently nonessential genes or genes that would not be expected to confer selectable phenotypes in intestinal environments, and (iv) the polymorphisms are not within prophage, insertion sequences, or plasmid sequences. As shown in Table 2, six polymorphisms meeting these criteria were subsequently chosen for development of the assay. The first marker corresponds to a 9-base insertion in the intergenic region spanning the folD-sfmA genes and has been described previously (17). The insertion is found in all lineage II strains examined to date and serves as a primary marker for lineage determination. The other five markers are derived from alleles that are nearly conserved in lineage II strains and serve to further subdivide lineage II into several subpopulations. Relative to the EDL933 genome sequence (a lineage I strain), these markers include a 9-base insertion in the Z5935 coding region, a 78-base insertion in the yhcG gene, a 9-base deletion in the rbsB gene, a 9-base insertion in the rtcB gene, and an 18-base insertion in the intergenic region spanning the arp-iclR genes.
Development of an LSPA.
As shown in Table
3, primer combinations were designed such
that the amplicons from each of the alleles from each lineage
would be of unique but defined length to allow multiplex amplification
and subsequent resolution of amplicons from each of the corresponding
loci regardless of the allele that is present. This assay is
referred to as LSPA-6. When tested on DNA extracted from representative
E. coli O157:H7 strains (Fig.
1), the six markers are efficiently
amplified under the PCR conditions used and the amplicons are
well resolved from one another, allowing unambiguous scoring
of allele number and assignment of genotype. As expected, all
lineage I strains produced products that were identical in length
to the alleles in the K-12 control strain at the
folD-sfmA, rbsB, rtcB, and
arp-iclR1 loci. Only at the
yhcG locus did strains
in lineage II and in K-12 share the same allele. At the
Z5935 locus, which is absent in K-12, no product was observed from
the K-12 control strain. Based on these observations, we therefore
arbitrarily assigned the allele at this locus from the lineage
I strain 93-001 as allele 1 and those from the lineage 2 strain
FRIK 2000 as allele 2 to serve as controls. Additional alleles
are designated allele 3, and so on as new alleles are identified.
Validation of the LSPA-6.
To validate the phylogeny inferred from LSPA-6 versus OBGS analysis,
a total of 167
E. coli O157 isolates were tested by both LSPA-6
and OBGS. The strain sets included the USA 40 set, Australian
set, Francis set, and the Moxley 60 set. The assignment of lineage
from the OBGS data was performed by cluster analysis by the
neighbor-joining method as previously described (
16). Control
strains, which had previously been assigned to a lineage by
OBGS analysis, were included in the strain set to facilitate
assignment from the OBGS data. The assignment of lineages from
the LSPA-6 data was performed by using cluster analysis. For
the analysis, the K-12 genotype of 110112 (
folD-sfmA, rbsB, Z5935, rtcB, arp-iclR1, and
yhcG) was used as an outgroup, and
the data were clustered by using the UPGMA algorithm. Because
the
folD1 and
folD2 alleles are conserved in every lineage I
and lineage II strain, respectively, tested to date and because
the other loci are only partially conserved in lineage II, the
folD locus is weighted 2 relative to the other markers in the
distance calculation to facilitate clustering. Lineage assignment
predicted from OBGS analysis was then superimposed onto the
phenogram. As shown in Fig.
2, the phenogram resulting from
UPGMA analysis of the LSPA-6 data revealed two main clusters
corresponding to the two OBGS lineages. All strains typing lineage
I by OBGS comprised a single cluster of LSPA-6 genotype 111111,
while all of the other LSPA-6 genotypes comprised a second cluster
consistent with assignment to lineage II by OBGS, indicating
that the two methods provide highly concordant data. Given the
simplicity of the LSPA-6 and the excellent degree of correlation
with OBGS results, we propose that the LSPA-6 can be implemented
broadly as a simple tool for monitoring transmission patterns
of O157:H7 subpopulations.
Linkage disequilibrium.
Given that the LSPA-6 markers were not arbitrarily chosen, we
next evaluated linkage disequilibrium among the markers to formally
test whether they may have undergone independent assortment
during divergence of the different subpopulations. Assuming
the simplest case of two possible alleles at each locus (binary
character state at each locus), 64 different allele combinations
are possible in the LSPA-6 analysis. Among the LSPA-6 genotypes
derived from the 167-strain validation study, the genotypes
could be divided into 20 of the 64 different possible genotypes.
Four of the 20 genotypes that were observed were predominant
(111111, 211111, 212111, and 222222), accounting for 93% of
the samples, while 5 genotypes accounted for 92% of the strains
from the larger collection of 1,429 human and bovine isolates
described below.
Z-test statistics indicate that the observed
distribution of these genotypes deviates significantly from
that expected if the alleles were distributed randomly (
P <
0.05). As shown in Table
4, calculation of the
IA value of Smith
et al. (
36), which compares the observed variance in allele
combinations in a population with the variance that is predicted
if randomized through recombination, shows that the
IA ratio
from the entire data set or the
IA ratios from different subsets
are all significant, indicating that the loci display strong
linkage disequilibrium. Thus, similar to
IA calculations on
OBGS data (
16), the LSPA-6 data also demonstrate significant
linkage of the markers, suggesting that although genome diversity
is significant, the multilocus linkages remain intact.
Identification of common genotypes in bovine- and human-derived O157:H7 strains.
Comparison of the LSPA-6 genotypes among the strains in the
validation study showed that four genotypes accounted for most
of the strains, with the most frequent genotype being 111111
(Fig.
2). Because this group of strains is quite diverse in
temporal and spatial origin, this finding suggests that these
genotypes could be the most common in bovine production environments
and in human clinical samples. To test this hypothesis, a larger
set of human- and bovine-derived isolates was tested. The strain
sets were derived from several different studies and geographies.
The human isolates comprised previously examined strains from
the United States and Australia (
16,
17) as well as strains
from sporadic cases and outbreaks collected by the CDC, the
NPHL, and the University of Wisconsin (
10). The bovine-derived
isolates originated from previous studies of dairy herds (
8,
10,
17,
18,
32), as well as longitudinal studies of production
feedlots (
15). Collectively, the strains comprise a set of 1,429
isolates, each of which was tested by LSPA-6. As shown in Table
5, nearly 92% of the strains comprised only five different genotypes,
including the four that were the most prevalent in the validation
study.
Because the sets of strains comprised human and bovine strains,
we next compared the distribution of these five genotypes among
human- and bovine-derived isolates. As shown in Fig.
3, when
the genotypes were categorized into six groups, three of the
five most common genotypes represented nearly identical proportions
of the isolates. Only genotypes 111111 and 22222 showed any
statistically significant difference in frequency. Chi-square
analysis of the distribution of the six groups shows a significant
difference between the bovine and human isolates, primarily
due to biased distribution of the 111111 and 22222 genotypes.
However, because this strain collection includes large numbers
of bovine strains derived from longitudinal studiesand
therefore collected from repeated sampling of the same pens
and the same cattle over timethe importance of the chi-square
statistic is uncertain. Nonetheless, the approach demonstrated
here allows us to begin developing the sampling design and statistical
approaches for testing the hypothesis of a nonhomogenous distribution
of the genotypes between human- and bovine-derived strains.

DISCUSSION
At least three different studies have provided some genotypic
or phenotypic evidence to support the hypothesis that different
O157:H7 populations display distinct virulence or transmissibility
characteristics (
1,
16,
20). Testing this hypothesis is difficult
due to the absence of a good animal model and the effort that
is necessary to discriminate the O157:H7 populations. Although
OBGS and amplified fragment length polymorphism analysis provide
excellent discriminatory power (
12,
14,
34,
42), they suffer
from low throughput and difficulty with gel-to-gel comparisons.
PFGE, the standard for epidemiological analyses, suffers from
the fact that meaningful phylogenetic relationships are difficult
to predict from the data. This problem arises because relatively
small events can cause substantial changes in the pattern, and
these events can occur rapidly on the evolutionary time scale.
Another high-throughput method, multilocus sequence typing,
recently was shown to be unable to readily distinguish O157:H7
strains from one another (
22). Thus, a method is needed to provide
accurate, reliable, standardizable, and high-throughput discrimination
of the populations identified by OBGS.
Our studies presented here demonstrate that the LSPA-6 provides a simple and reliable multilocus assay with very high throughput. Our results show strong correlation between the phylogenetic assignments inferred from either LSPA-6 or OBGS data. Since the LSPA-6 is based on allele sizes relative to a set of lineage I and lineage II control strains, the assay can be standardized easily, even in laboratories that use different types of automated sequencers. Moreover, the data can be easily reported, compiled, and analyzed by several independent laboratories or teams. This will allow several independent laboratories to compare data and to participate in large-scale collaborative or independent studies to examine the distribution of the LSPA genotypes in different environments.
Stability of LSPA-6 markers.
PFGE analyses have consistently shown that substantial diversity can be detected in the genome of O157:H7 strains, even when they are derived from limited geographic regions (8, 32). Genome sequence analysis (13, 16, 23, 24), genotyping studies (16, 17, 27), and studies of phages isolated from O157:H7 strains (28, 39) all indicate that diversity in phage content, and perhaps in phage-mediated genome events, contributes substantially to the diversity that can be observed. Genome sequences also show that a substantial number of insertion elements and transposons exist in the genome as well. Based on these studies, it seems reasonable that the vast majority of the instances of diversity that are observed among O157:H7 strains can be accounted for by integration, excision, and recombination among different prophage or cryptic prophage within the genome and by movement of insertion elements and transposons. Although this characteristic is desirable in terms of trace-back studies, such diversity can obscure true phylogenetic relationships and impede the interpretation of broad geographic transmission patterns or ecological characteristics of populations.
In order to provide stable markers for the LSPA-6, the target polymorphisms were chosen on the basis of their potential for stability and their conservation within a lineage. Accordingly, the majority of the strains we have tested carry one of the two primary alleles (allele 1 or allele 2) at each of the loci. We have only observed rare instances (less than 0.1% of strains tested) where no signal is generated from a given strain at any one of these loci. Moreover, serial passage of strains (up to 10 times) in the laboratory did not lead to loss or detectable change in any of the LSPA-6 markers. Thus, the markers appear to be stably maintained in the populations and are, therefore, reliable population markers.
Origin of the LSPA-6 polymorphisms.
Although the nature of the LSPA-6 polymorphisms themselves is not informative about the evolutionary pathways of the different subpopulations, comparison of the alleles at the LSPA-6 loci to other E. coli strains does provide additional insight into the relative evolutionary relationship of lineage I and lineage II. Comparison of the LSPA-6 alleles from lineage I and II O157:H7 strains to the K-12 strain MG1655 (2) and the uropathogenic E. coli strain CFT073 (40) genome sequences (Table 3) showed that most alleles from lineage I are likely to be ancestral. Relative to the K-12 strain MG1655, which is believed to have last shared a common ancestor with the O157:H7 lineage 4 to 5 million years ago (25), the alleles found in four of the loci of lineage I O157:H7 strains are conserved in the K-12 genome. The exceptions are the Z5395 gene, which is unique to O157:H7, and the yhcG locus, where both K-12 and the O157:H7 OBGS lineage II strains carry the same 78-base insertion at nucleotide 339 of the yhcG coding region relative to the lineage I EDL933 O157:H7 genome sequence. The fact that OBGS lineage I O157:H7 strains share alleles at four of the five loci with K-12 implies that the alleles in lineage II strains are derived states. Relative to the CFT073 uropathogenic E. coli genome, only two of the six marker genes are present; however, the alleles in these two genes (rtcB and rbsB) are also conserved among lineage I O157:H7 strains and the K-12 strain. Collectively, these findings are consistent with our previous hypothesis that lineage I is ancestral and lineage II comprises derived populations (17).
As shown in Table 5, the most common LSPA-6 genotype in our strain set is 111111, which carries a lineage I allele at all loci. If lineage I is, indeed, the ancestral state, then one explanation for its predominance in the strain collections examined could be due to the founder effect, whereby a newly evolved population spreads rapidly in a new niche prior to substantial genetic differentiation. Moreover, its frequency in human-derived samples further implies that the ancestral state was virulent and that the underrepresented genotypes among human-derived strains would be indicative of a loss of virulence characteristics. Clearly, these speculations must be tempered because the strain sets in our studies were from temporally and geographically limited regional collections, and in some cases the isolates were from studies designed with repeated observations of animal and place. Nonetheless, broad application of the LSPA-6 genotyping method will now provide a convenient means for testing hypotheses about distribution of the genotypes among various types of samples and different types of environments.

ACKNOWLEDGMENTS
This research was funded by U.S. Department of Agriculture National
Research Initiative Competitive Grants Program grant 2001-35201-10115
to A.K.B., by funding provided by Nebraska's legislative bill
LB1206, and by funding from the American Meat Institute.

FOOTNOTES
* Corresponding author. Mailing address: Department of Food Science and Technology, University of Nebraska, 330 Food Industry Complex, Lincoln, NE 68583-0919. Phone: (402) 472-5637. Fax: (402) 472-1693. E-mail:
abenson1{at}unl.edu.

Journal series paper 14771 of the Nebraska Agricultural Research Experimental Station. 

REFERENCES
1 - Baker, D. R., R. A. Moxley, and D. H. Francis. 1997. Variation in virulence in the gnotobiotic pig model of O157:H7 Escherichia coli strains of bovine and human origin. Adv. Exp. Med. Biol. 412:53-58.[Medline]
2 - Blattner, F. R., G. Plunkett III, C. A. Bloch, N. T. Perna, V. Burland, M. Riley, J. Collado-Vides, J. D. Glasner, C. K. Rode, G. F. Mayhew, J. Gregor, N. W. Davis, H. A. Kirkpatrick, M. A. Goeden, D. J. Rose, B. Mau, and Y. Shao. 1997. The complete genome sequence of Escherichia coli K-12. Science 277:1453-1474.[Abstract/Free Full Text]
3 - Byrne, C. M., I. Erol, J. E. Call, C. W. Kaspar, D. R. Buege, C. J. Hiemke, P. J. Fedorka-Cray, A. K. Benson, F. M. Wallace, and J. B. Luchansky. 2003. Characterization of Escherichia coli O157:H7 from downer and healthy dairy cattle in the upper Midwest region of the United States. Appl. Environ. Microbiol. 69:4683-4688.[Abstract/Free Full Text]
4 - Caprioli, A., and A. E. Tozzi. 1998. STEC infections in continental Europe. ASM Press, Washington, D.C.
5 - Casadaban, M. J., and S. N. Cohen. 1980. Analysis of gene control signals by DNA fusion and cloning in Escherichia coli. J. Mol. Biol. 138:179-207.[CrossRef][Medline]
6 - Donnenberg, M. S., S. Tzipori, M. L. McKee, A. D. O'Brien, J. Alroy, and J. B. Kaper. 1993. The role of the eae gene of enterohemorrhagic Escherichia coli in intimate attachment in vitro and in a porcine model. J. Clin. Investig. 92:1418-1424.
7 - Dytoc, M., R. Soni, F. Cockerill III, J. De Azavedo, M. Louie, J. Brunton, and P. Sherman. 1993. Multiple determinants of verotoxin-producing Escherichia coli O157:H7 attachment-effacement. Infect. Immun. 61:3382-3391.[Abstract/Free Full Text]
8 - Faith, N. G., J. A. Shere, R. Brosch, K. W. Arnold, S. E. Ansay, M. S. Lee, J. B. Luchansky, and C. W. Kaspar. 1996. Prevalence and clonal nature of Escherichia coli O157:H7 on dairy farms in Wisconsin. Appl. Environ. Microbiol. 62:1519-1525.[Abstract]
9 - Feng, P., K. A. Lampel, H. Karch, and T. S. Whittam. 1998. Genotypic and phenotypic changes in the emergence of Escherichia coli O157:H7. J. Infect. Dis. 177:1750-1753.[CrossRef][Medline]
10 - Gouveia, S., M. E. Proctor, M. S. Lee, J. B. Luchansky, and C. W. Kaspar. 1998. Genomic comparisons and Shiga toxin production among Escherichia coli O157:H7 isolates from a day care center outbreak and sporadic cases in southeastern Wisconsin. J. Clin. Microbiol. 36:727-733.[Abstract/Free Full Text]
11 - Griffin, P. M., and R. V. Tauxe. 1991. The epidemiology of infections caused by Escherichia coli O157:H7, other enterohemorrhagic E. coli, and the associated hemolytic uremic syndrome. Epidemiol. Rev. 13:60-98.[Free Full Text]
12 - Hahm, B. K., Y. Maldonado, E. Schreiber, A. K. Bhunia, and C. H. Nakatsu. 2003. Subtyping of foodborne and environmental isolates of Escherichia coli by multiplex-PCR, rep-PCR, PFGE, ribotyping and AFLP. J. Microbiol. Methods 53:387-399.[CrossRef][Medline]
13 - Hayashi, T., K. Makino, M. Ohnishi, K. Kurokawa, K. Ishii, K. Yokoyama, C. G. Han, E. Ohtsubo, K. Nakayama, T. Murata, M. Tanaka, T. Tobe, T. Iida, H. Takami, T. Honda, C. Sasakawa, N. Ogasawara, T. Yasunaga, S. Kuhara, T. Shiba, M. Hattori, and H. Shinagawa. 2001. Complete genome sequence of enterohemorrhagic Escherichia coli O157:H7 and genomic comparison with a laboratory strain K-12. DNA Res. 8:11-22.[Abstract]
14 - Iyoda, S., A. Wada, J. Weller, S. J. Flood, E. Schreiber, B. Tucker, and H. Watanabe. 1999. Evaluation of AFLP, a high-resolution DNA fingerprinting method, as a tool for molecular subtyping of enterohemorrhagic Escherichia coli O157:H7 isolates. Microbiol. Immunol. 43:803-806.[Medline]
15 - Khaitsa, M. L., D. R. Smith, J. A. Stoner, A. M. Parkhurst, S. Hinkley, T. J. Klopfenstein, and R. A. Moxley. 2003. Incidence, duration, and prevalence of Escherichia coli O157:H7 fecal shedding by feedlot cattle during the finishing period. J. Food Prot. 66:1972-1977.[Medline]
16 - Kim, J., J. Nietfeldt, and A. K. Benson. 1999. Octamer-based genome scanning distinguishes a unique subpopulation of Escherichia coli O157:H7 strains in cattle. Proc. Natl. Acad. Sci. USA 96:13288-13293.[Abstract/Free Full Text]
17 - Kim, J., J. Nietfeldt, J. Ju, J. Wise, N. Fegan, P. Desmarchelier, and A. K. Benson. 2001. Ancestral divergence, genome diversification, and phylogeographic variation in subpopulations of sorbitol-negative, ß-glucuronidase-negative enterohemorrhagic Escherichia coli O157. J. Bacteriol. 183:6885-6897.[Abstract/Free Full Text]
18 - Lee, M. S., C. W. Kaspar, R. Brosch, J. Shere, and J. B. Luchansky. 1996. Genomic analysis using pulsed-field gel electrophoresis of Escherichia coli O157: H7 isolated from dairy calves during the United States National Dairy Heifer Evaluation Project (1992-1992). Vet. Microbiol. 48:223-230.[CrossRef][Medline]
19 - McDaniel, T. K., K. G. Jarvis, M. S. Donnenberg, and J. B. Kaper. 1995. A genetic locus of enterocyte effacement conserved among diverse enterobacterial pathogens. Proc. Natl. Acad. Sci. USA 92:1664-1668.[Abstract/Free Full Text]
20 - McNally, A., A. J. Roe, S. Simpson, F. M. Thomson-Carter, D. E. Hoey, C. Currie, T. Chakraborty, D. G. Smith, and D. L. Gally. 2001. Differences in levels of secreted locus of enterocyte effacement proteins between human disease-associated and bovine Escherichia coli O157. Infect. Immun. 69:5107-5114.[Abstract/Free Full Text]
21 - Newland, J. W., N. A. Stockbrine, F. F. Miller, A. D. O'Brien, and R. K. Holmes. 1985. Cloning of shiga-like toxin genes from a toxin converting phage of Escherichia coli. Science 230:179-181.[Abstract/Free Full Text]
22 - Noller, A. C., M. C. McEllistrem, O. C. Stine, J. G. Morris, Jr., D. J. Boxrud, B. Dixon, and L. H. Harrison. 2003. Multilocus sequence typing reveals a lack of diversity among Escherichia coli O157:H7 isolates that are distinct by pulsed-field gel electrophoresis. J. Clin. Microbiol. 41:675-679.[Abstract/Free Full Text]
23 - Ohnishi, M., T. Hayashi, and K. Kurokawa. 2001. [Determination of the whole genome sequence of enterohemorrhagic Escherichia coli O157:H7]. Tanpakushitsu Kakusan Koso. 46:1862-1867.[Medline]
24 - Perna, N. T., G. Plunkett III, V. Burland, B. Mau, J. D. Glasner, D. J. Rose, G. F. Mayhew, P. S. Evans, J. Gregor, H. A. Kirkpatrick, G. Posfai, J. Hackett, S. Klink, A. Boutin, Y. Shao, L. Miller, E. J. Grotbeck, N. W. Davis, A. Lim, E. T. Dimalanta, K. D. Potamousis, J. Apodaca, T. S. Anantharaman, J. Lin, G. Yen, D. C. Schwartz, R. A. Welch, and F. R. Blattner. 2001. Genome sequence of enterohaemorrhagic Escherichia coli O157:H7. Nature 409:529-533.[CrossRef][Medline]
25 - Reid, S. D., C. J. Herbelin, A. C. Bumbaugh, R. K. Selander, and T. S. Whittam. 2000. Parallel evolution of virulence in pathogenic Escherichia coli. Nature 406:64-67.[CrossRef][Medline]
26 - Robins-Browne, R., E. Elliott, and P. Desmarchelier. 1998. Shiga toxin-producing Escherichia coli in Australia. ASM Press, Washington, D.C.
27 - Samadpour, M., L. M. Grimm, B. Desai, D. Alfi, J. E. Ongerth, and P. I. Tarr. 1993. Molecular epidemiology of Escherichia coli O157:H7 strains by bacteriophage lambda restriction fragment length polymorphism analysis: application to a multistate foodborne outbreak and a day-care center cluster. J. Clin. Microbiol. 31:3179-3183.[Abstract/Free Full Text]
28 - Sato, T., T. Shimizu, M. Watarai, M. Kobayashi, S. Kano, T. Hamabata, Y. Takeda, and S. Yamasaki. 2003. Distinctiveness of the genomic sequence of Shiga toxin 2-converting phage isolated from Escherichia coli O157:H7 Okayama strain as compared to other Shiga toxin 2-converting phages. Gene 309:35-48.[CrossRef][Medline]
29 - Schmidt, H., B. Henkel, and H. Karch. 1997. A gene cluster closely related to type II secretion pathway operons of gram-negative bacteria is located on the large plasmid of enterohemorrhagic Escherichia coli O157 strains. FEMS Microbiol. Lett. 148:265-272.[CrossRef][Medline]
30 - Schmitt, C. K., K. C. Meysick, and A. D. O'Brien. 1999. Bacterial toxins: friends or foes? Emerg. Infect. Dis. 5:224-234.[Medline]
31 - Shaikh, N., and P. I. Tarr. 2003. Escherichia coli O157:H7 Shiga toxin-encoding bacteriophages: integrations, excisions, truncations, and evolutionary implications. J. Bacteriol. 185:3596-3605.[Abstract/Free Full Text]
32 - Shere, J. A., K. J. Bartlett, and C. W. Kaspar. 1998. Longitudinal study of Escherichia coli O157:H7 dissemination on four dairy farms in Wisconsin. Appl. Environ. Microbiol. 64:1390-1399.[Abstract/Free Full Text]
33 - Smith, D., M. Blackford, S. Younts, R. Moxley, J. Gray, L. Hungerford, T. Milton, and T. Klopfenstein. 2001. Ecological relationships between the prevalence of cattle shedding Escherichia coli O157:H7 and characteristics of the cattle or conditions of the feedlot pen. J. Food Prot. 64:1899-1903.[Medline]
34 - Smith, D., G. Willshaw, J. Stanley, and C. Arnold. 2000. Genotyping of verocytotoxin-producing Escherichia coli O157: comparison of isolates of a prevalent phage type by fluorescent amplified-fragment length polymorphism and pulsed-field gel electrophoresis analyses. J. Clin. Microbiol. 38:4616-4620.[Abstract/Free Full Text]
35 - Smith, D. R., J. T. Gray, R. A. Moxley, S. M. Younts-Dahl, M. P. Blackford, S. Hinkley, L. L. Hungerford, C. T. Milton, and T. J. Klopfenstein. 2004. A diagnostic strategy to determine the Shiga toxin-producing Escherichia coli O157 status of pens of feedlot cattle. Epidemiol. Infect. 132:297-302.[CrossRef][Medline]
36 - Smith, J. M., N. H. Smith, M. O'Rourke, and B. G. Spratt. 1993. How clonal are bacteria? Proc. Natl. Acad. Sci. USA 90:4384-4388.[Abstract/Free Full Text]
37 - Swofford, D. 2002. PAUP v. 4.0 beta 10: phylogenetic analysis using parsimony. Sinauer and Associates, Sunderland, Mass.
38 - Tarr, P. I., L. M. Schoening, Y. L. Yea, T. R. Ward, S. Jelacic, and T. S. Whittam. 2000. Acquisition of the rfb-gnd cluster in evolution of Escherichia coli O55 and O157. J. Bacteriol. 182:6183-6191.[Abstract/Free Full Text]
39 - Unkmeir, A., and H. Schmidt. 2000. Structural analysis of phage-borne stx genes and their flanking sequences in Shiga toxin-producing Escherichia coli and Shigella dysenteriae type 1 strains. Infect. Immun. 68:4856-4864.[Abstract/Free Full Text]
40 - Welch, R. A., V. Burland, G. Plunkett III, P. Redford, P. Roesch, D. Rasko, E. L. Buckles, S. R. Liou, A. Boutin, J. Hackett, D. Stroud, G. F. Mayhew, D. J. Rose, S. Zhou, D. C. Schwartz, N. T. Perna, H. L. Mobley, M. S. Donnenberg, and F. R. Blattner. 2002. Extensive mosaic structure revealed by the complete genome sequence of uropathogenic Escherichia coli. Proc. Natl. Acad. Sci. USA 99:17020-17024.[Abstract/Free Full Text]
41 - Whittam, T. S., M. L. Wolfe, I. K. Wachsmuth, F. Orskov, I. Orskov, and R. A. Wilson. 1993. Clonal relationships among Escherichia coli strains that cause hemorrhagic colitis and infantile diarrhea. Infect. Immun. 61:1619-1629.[Abstract/Free Full Text]
42 - Zhao, S., S. E. Mitchell, J. Meng, S. Kresovich, M. P. Doyle, R. E. Dean, A. M. Casa, and J. W. Weller. 2000. Genomic typing of Escherichia coli O157:H7 by semi-automated fluorescent AFLP analysis. Microbes Infect. 2:107-113.[CrossRef][Medline]
Applied and Environmental Microbiology, November 2004, p. 6846-6854, Vol. 70, No. 11
0099-2240/04/$08.00+0 DOI: 10.1128/AEM.70.11.6846-6854.2004
Copyright © 2004, American Society for Microbiology. All Rights Reserved.
This article has been cited by other articles:
-
Liu, K., Knabel, S. J., Dudley, E. G.
(2009). rhs Genes Are Potential Markers for Multilocus Sequence Typing of Escherichia coli O157:H7 Strains. Appl. Environ. Microbiol.
75: 5853-5862
[Abstract]
[Full Text]
-
Lowe, R. M. S., Baines, D., Selinger, L. B., Thomas, J. E., McAllister, T. A., Sharma, R.
(2009). Escherichia coli O157:H7 Strain Origin, Lineage, and Shiga Toxin 2 Expression Affect Colonization of Cattle. Appl. Environ. Microbiol.
75: 5074-5081
[Abstract]
[Full Text]
-
Yang, Z., Kim, J., Zhang, C., Zhang, M., Nietfeldt, J., Southward, C. M., Surette, M. G., Kachman, S. D., Benson, A. K.
(2009). Genomic Instability in Regions Adjacent to a Highly Conserved pch Prophage in Escherichia coli O157:H7 Generates Diversity in Expression Patterns of the LEE Pathogenicity Island. J. Bacteriol.
191: 3553-3568
[Abstract]
[Full Text]
-
Steele, M., Ziebell, K., Zhang, Y., Benson, A., Johnson, R., Laing, C., Taboada, E., Gannon, V.
(2009). Genomic Regions Conserved in Lineage II Escherichia coli O157:H7 Strains. Appl. Environ. Microbiol.
75: 3271-3280
[Abstract]
[Full Text]
-
Laing, C., Pegg, C., Yawney, D., Ziebell, K., Steele, M., Johnson, R., Thomas, J. E., Taboada, E. N., Zhang, Y., Gannon, V. P. J.
(2008). Rapid Determination of Escherichia coli O157:H7 Lineage Types and Molecular Subtypes by Using Comparative Genomic Fingerprinting. Appl. Environ. Microbiol.
74: 6606-6615
[Abstract]
[Full Text]
-
Ziebell, K., Steele, M., Zhang, Y., Benson, A., Taboada, E. N., Laing, C., McEwen, S., Ciebin, B., Johnson, R., Gannon, V.
(2008). Genotypic Characterization and Prevalence of Virulence Factors among Canadian Escherichia coli O157:H7 Strains. Appl. Environ. Microbiol.
74: 4314-4323
[Abstract]
[Full Text]
-
Wu, G., Carter, B., Mafura, M., Liebana, E., Woodward, M. J., Anjum, M. F.
(2008). Genetic Diversity among Escherichia coli O157:H7 Isolates and Identification of Genes Linked to Human Infections. Infect. Immun.
76: 845-856
[Abstract]
[Full Text]
-
Besser, T. E., Shaikh, N., Holt, N. J., Tarr, P. I., Konkel, M. E., Malik-Kale, P., Walsh, C. W., Whittam, T. S., Bono, J. L.
(2007). Greater Diversity of Shiga Toxin-Encoding Bacteriophage Insertion Sites among Escherichia coli O157:H7 Isolates from Cattle than in Those from Humans. Appl. Environ. Microbiol.
73: 671-679
[Abstract]
[Full Text]
-
Steele, M., Ziebell, K., Zhang, Y., Benson, A., Konczy, P., Johnson, R., Gannon, V.
(2007). Identification of Escherichia coli O157:H7 Genomic Regions Conserved in Strains with a Genotype Associated with Human Infection. Appl. Environ. Microbiol.
73: 22-31
[Abstract]
[Full Text]