Previous Article | Next Article 
Applied and Environmental Microbiology, December 2007, p. 7757-7758, Vol. 73, No. 23
0099-2240/07/$08.00+0 doi:10.1128/AEM.01333-07
Copyright © 2007, American Society for Microbiology. All Rights Reserved.
Microarray Analysis of Escherichia coli Strains from Interstitial Beach Waters of Lake Huron (Canada)
T. Kon,1
S. C. Weir,2
J. T. Trevors,1
H. Lee,1
J. Champagne,3
L. Meunier,3
R. Brousseau,3,4 and
L. Masson3,4*
Department of Environmental Biology, University of Guelph, Guelph, Ontario, Canada N1G 2W1,1
Ontario Ministry of the Environment, 125 Resources Rd., Toronto, Ontario, Canada M9P 3V6,2
Biotechnology Research Institute, National Research Council of Canada, 6100 Royalmount Ave., Montreal, Québec, Canada H4P 2R2,3
Département de Microbiologie et Immunologie, Université de Montréal, 2900 Edouard Montpetit Blvd., Montréal, Québec, Canada H3T 1J424
Received 14 June 2007/
Accepted 13 September 2007

ABSTRACT
DNA microarray analyses revealed that clusters of repetitive
extragenic palindromic PCR-related
Escherichia coli isolates
were isogenic only within interstitial Lake Huron beach water
samples and not in surrounding waters. This suggested that adaptation
and growth occurred within the interstitial water sites tested.
All isolates were nonpathogenic, and three lake isolates possessed
tetracycline resistance genes.

INTRODUCTION
Escherichia coli is a commensal bacterium in the intestinal
tracts of warm-blooded animals; however, some strains have acquired
virulence factors causing intestinal or extraintestinal infections
(
3). Although intestinal
E. coli has limited survival capability
once it is in the environment, some isolates can persist (
1).
High numbers of
E. coli cells in interstitial waters in the
littoral zone of sandy beaches have been confirmed by several
researchers (
1,
5); however, their distribution and persistence
in secondary environments remain poorly understood.
Previous studies, using repetitive extragenic palindromic PCR (REP-PCR) for typing, suggested that different interstitial water sampling sites on the shore of Lake Huron contain clusters of site-specific clonal populations of E. coli (5). Given the limited discriminatory capability of single REP-PCR primers for similar strains, a subset of isolates from earlier research (5) was selected for further characterization with a focused E. coli virulence-antibiotic resistance (2) and/or whole genomic gene (6) DNA microarray. Our objective was to assess the genetic relatedness of E. coli cells in interstitial waters by comparing representatives of various clonal populations from two different interstitial sites with water isolates from Lake Huron possessing similar REP-PCR patterns. Fifty isolates, including two groups of 10 interstitial beach isolates (from sampling sites separated by 30 m) and two groups of 15 isolates having REP-PCR patterns similar to those of either interstitial site, were selected. Colony lysate and fluorescent genomic DNA labeling and microarray hybridization were performed as described elsewhere (2, 6).

Genetic relatedness of isolates in interstitial water and lake water.
Hybridization signals from the virulence microarray were scored
as either present or absent for each of the 264 virulence and
38 antibiotic resistance gene probes. Virulence gene profiling
results are shown as a dendrogram in Fig.
1. This distance tree
was calculated using the Dice coefficient with Phyltools software
(Phylogenetics Computer Tools, version 1.3; J. B. Buntjer, Wageningen
University, The Netherlands [
http://www.dpw.wau.nl/pv/PUB/pt/]).
The resulting distances were used to calculate a neighbor-joining
tree using PHYLIP (Phylogeny Inference Package, version 3.6;
J. Felsenstein, University of Washington, Seattle [
http://evolution.genetics.washington.edu/phylip.html]).
The results indicated that within an interstitial site isolates
with similar REP-PCR patterns had identical virulence gene contents,
yet isolates from the two different sites (g10 or g12) were
unrelated. After virulence-related genes common to all isolates
were eliminated from the analysis, the dominant clonal population
at site g10 possessed eight virulence-related genes (b1121,
fliC, tspE4C2, lpfA, iss, traT, malX, and
cib) (
2) as determined
with two extra gene probes specific for variants of the major
fimbrial subunit of LPF fimbriae (lpfAEHEC and lpfA0113). In
common with isolates from site g10, the clonal population from
site g12 contained the b1121,
fliC, and
tspE4C2 genes. Both
populations were positive for two
lpfA probes, lpfA0113 and
lpfAHEC; however, g12 isolates did not hybridize with the
lpfA probe. The g12 isolates did not contain
iss, traT, malX, or
cib but did possess two other genes,
flmA54 and
wzy(
O104).
Unlike the identical virulence gene profiles observed within
interstitial sites, large variations in virulence gene content
among the 30 lake water isolates with REP-PCR patterns similar
to those of isolates from either interstitial site (g10 or g12)
were observed (Fig.
1). This demonstrated that although these
selected isolates were related genetically, as suggested by
REP-PCR banding, the lake isolates represent different strains.
E. coli strains can be pathogenic if they contain the appropriate combinations of virulence genes belonging to known pathotypes (3). In this study all isolates possessed incomplete pathotype gene sets, and three isolates (32-2, 538-1, and 538-4) possessed a single tetracycline resistance gene (tetE, tetC, and tetA, respectively). This lack of pathogenicity and low antibiotic resistance differ from the results of an earlier study of Lake Ontario, where 29% of water isolates were considered potentially pathogenic and 14% of the strains carried various antibiotic resistance genes (2). Caution should be used in interpreting the low number of virulence and antibiotic resistance genes because lake water isolates were selected based on the similarity of REP-PCR patterns to those of the two interstitial water populations. This basis for selection could potentially bias the virulence/antibiotic resistance gene distribution in this ecosystem.

Genetic relatedness of isolates in interstitial sampling sites.
To ascertain whether interstitial isolates possessing identical
REP-PCR profiles were isogenic, genomic DNA from two site g10
isolates (g10-6 and g10-9) were labeled with different cyanine
dyes and hybridized to a genomic chip containing 6,057 oligonucleotide
locus tags of open reading frames from three
E. coli strains
(K-12 strain MG1655, EDL933, and Sakai) (
6). This process was
repeated for two isolates from site g12 (g12-10 and g12-18).
Two independent labelings (four technical replicates) of genomic
DNA, including dye swaps, were corrected for background and
normalized by LOWESS using GeneSpring 7.0 (Agilent Technologies).
All log
2 ratios of the replicate means for each gene were near
1.0, suggesting that there were identical distributions of genes
or there were only slightly divergent genes in the site g10
or g12 pair of isolates. This result was further confirmed by
GACK (genomotyping) analysis (
4), which showed that all log
2 ratios had high estimated probability of presence values (>90%).
The convergence of the REP-PCR, virulence, and whole genomic comparative hybridization data strongly indicates that the clonal populations previously found in interstitial water sites represent isogenic E. coli strains. Our data support the notion that the isolates have adapted to the interstitial beach water environment, where they can survive and eventually grow; however, microcosm studies are needed to confirm this hypothesis.
The low number of virulence and antibiotic resistance genes in our interstitial populations may reflect the potential loss of genes during adaptation to a suboptimal aquatic environment. The beach sand environment is characterized by a low nutrient content that limits bacterial survival and growth. E. coli strains persisting and dividing in such environments would be under selective pressure to express genes necessary for nutrient uptake enabling basal metabolism and then cell division. The ability of E. coli cells to survive in such a freshwater lake environment may have significant implications when E. coli is used as the indicator bacterium for fecal pollution if a background culturable population is always present or is present on a seasonal basis.

ACKNOWLEDGMENTS
We acknowledge financial support from the Best in Science Program
of the Ontario Ministry of the Environment. J.T.T. and H.L.
acknowledge support from the Canadian Foundation for Innovation
and the Ontario Innovation Trust.
We especially thank Todd Howell for his valuable input.

FOOTNOTES
* Corresponding author. Mailing address: Biotechnology Research Institute, National Research Council of Canada, 6100 Royalmount Ave., Montreal, Quebec, Canada H4P 2R2. Phone: (514) 496-6150. Fax: (514) 496-6213. E-mail:
Luke.Masson{at}nrc-cnrc.gc.ca 
Published ahead of print on 21 September 2007. 

REFERENCES
1 - Beversdorf, L. J., S. M. Bornstein-Forst, and S. L. McLellan. 2007. The potential for beach sand to serve as a reservoir for Escherichia coli and the physical influences on cell die-off. J. Appl. Microbiol. 102:1372-1381.[CrossRef][Medline]
2 - Hamelin, K., G. Bruant, A. El-Shaarawi, S. Hill, T. A. Edge, S. Bekal, J. M. Fairbrother, J. Harel, C. Maynard, L. Masson, and R. Brousseau. 2006. A virulence and antimicrobial resistance DNA microarray detects a high frequency of virulence genes in Escherichia coli isolates from Great Lakes recreational waters. Appl. Environ. Microbiol. 72:4200-4206.[Abstract/Free Full Text]
3 - Kaper, J. B., J. P. Nataro, and H. L. T. Mobley. 2004. Pathogenic Escherichia coli. Nat. Rev. Microbiol. 2:123-140.[CrossRef][Medline]
4 - Kim, C. C., E. A. Joyce, K. Chan, and S. Falkow. 2002. Improved analytical methods for microarray-based genome-composition analysis. Genome Biol. 3:RESEARCH0065.[Medline]
5 - Kon, T., S. C. Weir, E. T. Howell, H. Lee, and J. T. Trevors. 2007. Genetic relatedness of Escherichia coli isolates in interstitial water from a Lake Huron (Canada) beach. Appl. Environ. Microbiol. 73:1961-1967.[Abstract/Free Full Text]
6 - Zhang, Y., C. Laing, M. Steele, K. Ziebell, R. Johnson, A. K. Benson, E. Taboada, and V. P. J. Gannon. 2007. Genome evolution in major Escherichia coli O157:H7 lineages. BMC Genomics 8:121.[CrossRef][Medline]
Applied and Environmental Microbiology, December 2007, p. 7757-7758, Vol. 73, No. 23
0099-2240/07/$08.00+0 doi:10.1128/AEM.01333-07
Copyright © 2007, American Society for Microbiology. All Rights Reserved.