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High
E. coli counts is the major cause of
Lake Michigan beach closures. E.
coli, the common inhabitant of human and animal intestines, is widely used
as an indicator for fecal pollution. High
levels of the bacteria, therefore, indicate fecal contamination. The current
method of E. coli enumeration, however, does not identify the source of the
bacteria. The aim of this research
is to develop a molecular method, DNA fingerprinting of E. coli, to trace the source of the bacterial contamination.
The first phase of this study, the evaluation of primers for generating
useful E. coli DNA fingerprints, has
been completed. This portion of
work will serve as a basis for establishing a model E.
coli DNA fingerprint database for identifying the sources of bacterial
contamination.
FINAL
REPORT
Major
Goals and Objectives:
The
major goals are 1) to establish a DNA fingerprint database of E.
coli from humans and several animal species, 2) to use the database for
tracing the source E. coli from environmental samples, and 3) to transfer the
technology to environmental agencies and organizations.
The immediate
objectives are to standardize the technique of RAPD analysis, and 2) to evaluate
and select potentially useful primers of generating informative E.
coli DNA fingerprint database from humans and animal species.
Summary
of Progress:
One
hundred twenty E. coli isolates from
fecal samples of humans and animals have been obtained.
The RAPD analysis technique for E.
coli has been standardized. Over
40 primers were evaluated. Three of
them have been identified to be useful in generating informative E.
coli DNA fingerprint database, several others are also promising.
Cluster analysis of E. coli DNA fingerprints from 120 isolates has been carried out, and
potentially useful methods for the identification of E. coli from environmental samples have been explored.
Accomplishments
:
1.
Grant
proposal submitted--The
preliminary work has led to a formal grant proposal entitled, “DNA
fingerprinting as a means for determining the source of E.
coli contamination”. The proposal was submitted and approved by the
Illinois-Indiana Sea Grant College Program for funding beginning March 2000.
2.
Conference
paper published--A paper
entitled, “A comparative study of RAPD fingerprints of Escherichia
coli was presented at the 99th American Society for Microbiology
(ASM) General Conference, Chicago, IL, May 1999 and the abstract was published
in the Abstract of the 99th General Meeting of American Society for
Microbiology, p.546, 1999
3.
Manuscript
preparation--A manuscript on
the E. coli RAPD fingerprints of E.
coli is being prepared for publication.
Potential
Applications/Benefits: The
technology will be used to identify the source of E. coli contamination, thus supporting the goals to solve the
problem of E. coli related closures of
Lake Michigan beaches in NW Indiana.
Narrative
Report
: Escherichia
coli is an indicator for fecal pollution.
High E. coli counts indicate
fecal contamination of water. The
long-term goal of this research is to use a molecular technique, the RAPD
fingerprinting analysis, to trace the source of E.
coli contamination.
The
current research is supported by an initial research grant from the
Illinois-Indiana Sea Grant College Program.
The initial funding is mainly used to conduct the first portion
(evaluation primers) of a comprehensive project entitled, “Genomic typing of Escherichia
coli isolates from human, animal, and environmental sources by random
amplified polymorphic DNA (RAPD) analysis".
The following is a brief account of this preliminary work.
To
generate the DNA fingerprints for tracing the source of E. coli, the procedure involves 1) sample collection, 2) E.
coli isolation and identification, 3) DNA isolation and purification, 3)
evaluation of primers, 4) RAPD reaction (PCR), 5) gel electrophoresis, 6) gel
analysis and development of database, and 7) application of the database.
RAPD
analysis uses a short (10-mer) primers to amplify the genomic DNA.
Each primer can generative a specific DNA profile per sample.
Since virtually unlimited number of primers can be synthesized, a large
number of DNA fingerprints can be originated from just one E.
coli isolate. However, not all
primers are useful for generating the DNA fingerprints.
Screening of primers and optimization of PCR conditions are needed prior
to the comprehensive genomic typing work. The most useful primers so far
identified are primers 2 (5’GTTTCGCTCC3’), 1247 (5’AAGAGCCCCGT3’), and
1283 (5’GCGATCCCCA3’).
Thirty
E. coli isolates from each of the four
host species (humans, cows, horses, and geese) were analyzed using these three
primers. Cluster analysis using the
UPGMA method was carried out to generate a dendrogram, which was based on the
combined DNA fingerprints using all three primers.
In
the dendrogram, E. coli isolates from
humans are distributed in three groups. The
largest group consists of 24 (out of 30) isolates. E. coli isolates from cows are
arranged in two groups. E.
coli isolates from horses also forms two groups.> E. coli isolates
from geese are more heterogeneous, some are in groups and others are scattered
throughout the dendrogram.
For
identification purpose, a library of each host species is established using a
Molecular AnalystTM softerware (BioRed, Hercules, CA). Each library is subdivided into units.
A mean pattern of all members of the unit is generated. The unit is constructed in such a way that each unit consists of the
isolates having at least 50% correlation with the mean pattern of the unit.
To
evaluate the potential applicability of the library and its units for tracing
the sources of samples, RAPD fingerprints of 65 human E. coli (3 from feces, 30 from urine, and 32 from blood) and 3 cow
(fecal) E. coli outside the database
were analyzed. All three human
fecal isolates were correctly identified as human E.
coli and all three cow E. coli
samples were also correctly identify as cow E.
coli. Among the 30 human urine
and 32 human blood isolates, 28 and 29, respectively, were determined to be
human E. coli. These results were promising. It is expected that as the database is expanded, the accuracy and
applicability will be further improved.
The
above preliminary work has exceeded our original plan. The next phase to expand the database by including more isolates from
humans and animals. Potentially useful primers will further be evaluated, so that
more informative fingerprints will be included in the database. It is hoped that a useful database can be established for tracing the
source of E. coli contamination.
The ultimate goal is to transfer this technology is environmental
agencies.
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