Title: DEVELOPMENT OF RAPID QPCR APPROACHES FOR MEASUREMENT OF E' COLI AND ENTEROCOCCUS IN ENVIRONMENTAL WA
1DEVELOPMENT OF RAPID QPCR APPROACHES FOR
MEASUREMENT OF E. COLI AND ENTEROCOCCUS IN
ENVIRONMENTAL WATERS THE FUTURE FOR ROUTINE
MONITORING?
- Rachel T. Noble, A. Denene Blackwood, and Seth Yu
- National Monitoring Conference
- May 9, 2006
- UNC Chapel Hill Institute of Marine Sciences
- Morehead City, NC
2Bacterial indicator testing
- Routine monitoring in US costs gt10 M USD annually
- Majority of money spent in sampling and analysis
time - California alone responsible for more than half
of the monitoring in the US - Aim Protect public health
- Impacts Public perception, economy, tourism,
recreational water usage - Need Rapid, quantitative methods that can be
used to accurately manage beaches and shellfish
harvesting waters
3Routine methods bacterial indicators
- Total coliforms (TC) heterogeneous group composed
of Escherichia, Citrobacter, Enterobacter,
Salmonella, Shigella, Yersinia, and Aeromonas
genera - Fecal coliforms or E. coli thermotolerant (44.5
C) subset of TC (FC can include Klebsiella),
freshwater - Enterococci, (gt 20 species, e.g. faecalis,
faecium, casseliflavus, durans, avium,
gallinarum), marine waters - Membrane filtration, Chromogenic substrate
(IDEXX), and Multiple Tube Fermentation - Require from 18-96 hours for results
- Inaccurate management of recreational and
shellfish harvesting waters because of delay
4The need for faster results
- Allow accurate management of beaches (keep open
when clean and close immediately when not safe
for swimming) - Faster results better tracking down sources of
contamination - Tracking sources down reducing sources (or
prioritizing reduction of human sources)
reduction of potential risks to the public
5Immediate future real world example
- 700 AM Beach water sample collected
- 800 AM Return to lab, process using rapid
method and routine method (MF, MTF, IDEXX) - 1000 AM
- 1) E. coli gt 400/100 ml and/or Enterococcus
gt104/100 ml or Return and close beach, sample
on periodic basis until clean - 2) Enterococci lt104/100 ml or E. coli lt 400/100
ml Keep beach open and sample again (or wait
until next morning to repeat)
6Longer term future
- Same time-scale (or maybe more rapid)
- Measure pathogens instead of indicators (i.e.
conduct epidemiology studies) - Real time measurements on deployed systems could
provide hourly indications of water quality - Technology applicable to shellfish harvesting
waters, aquaculture effluents, stormwater runoff,
NPDES permits etc.
7Criteria for rapid methods
- Time required for result
- Threshold exceedance
- Numerical result
- Accuracy, Variability, Reproducibility
- Portability
- Specificity and usefulness of result for
mitigation or protecting public health - Training required
- Data accessibility
- Maintenance required of system (Deployable in
situ, unattended?) - Cost (initial buy in, and per sample)
- Equivalent results to classical indicator
bacteria data/historical data
8Developing Rapid Detection Technologies for
Environmental Waters
- Most currently developed technologies utilize
sample collection and filtration approaches
similar to routine methods - Capture is dependent upon approach
- Detection fluorescence, electrochemical, etc.
- Data transfer and real-time access
- Combination of available applications limited
only by imagination and - Noble and Weisberg 2005
9Capture nucleic acid priming
- PCR Based methods
- Transcription mediated amplification (TMA)
- Microarrays
- NASBA
- Highly specific/sensitive
- Based upon known sequence complementarity
- Can be used to type specific types of pathogens
10Rapid microbial detection assays
- Developing technology using QPCR in conjunction
with Cepheid, Inc. - QPCR- quantification of E. coli ( 2.0 hr)
- QPCR- quantification of Enterococcus sp. ( 2.0
hr) - QRTPCR-quantification of human enteroviruses ( 4
hr) - QPCR and QRTPCR- Rapid assays for a wide range of
other viral pathogens (noroviruses, Vibrio
vulnificus) and fecal marker bacteria
(Bacteroides, Enterococcus species) - Apply technology in all types of water samples
(estuarine, coastal, freshwater, brackish,
wastewater, shellfish harvesting waters,
shellfish harvesting meats)
11QuantitativePCR (or RTPCR)
- Primer/probe set design
- PCR for amplification of DNA
- No gels needed
Cepheid Smart Cycler II
- Increase in fluorescence is directly proportional
to the amount of target cDNA in sample and
indicated by cycle threshold
- Standard curve generated by plotting threshold
cycle vs. log concentration and unknown values
interpolated
12QPCR Assay Details
- 100 ml through PC filter to capture bacteria
- 0.45 µm pore size with vacuum needs same as for
MF analysis - DNA purification (bead beating or full
extraction) - Assay features SmartMixTM Beads (all PCR
reagents) SmartBeadsTM contain primers, probes,
and internal controls (lyophilized) - Reduces pipetting steps and errors, interanalyst
variability, increases quality of standard curves - Assay also incorporates the use of innovative
QPCR chemistry developed by DsX Limited
(Manchester, UK) called SCORPIONS - Scorpions give lower background, lower LOD
- Licensing fees not prohibitive in cost to WQ
agencies
13Specificity and Ubiquity
14SCCWRP Study
- June 2005 study to compare rapid detection
methods for Enterococcus and E. coli to routine
methods (MF and either Enterolert or
Colilert-18) - 3 day study
- 54 blind samples
- Seawater, stormwater runoff, blanks, coastal
water unseeded and seeded with cultured bacteria - Verification and speciation of isolates on plates
and in quantitrays - QPCR and TMA-based assays both fared well in the
comparison - Routine methods roughly 85-90 percent agreement
- QPCR Enterococcus roughly 80 accurate
- QPCR E. coli results 90 accurate
- QPCR had low variability compared to other methods
1511 line
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17Summary of results
- Fully quantitative, wide dynamic range
- LOD for both assays is 1 cell per reaction, for
assay with DNA extraction step is 10 cells/100 ml - 90 correct response rate for E. coli and 80-85
correct response rate for Enterococcus - Strong correlation to routine methods (r2 values
range from 0.70 to 0.95 depending upon comparison
to MF or DS) - ENT assay captures at least 10 known species of
Enterococcus (including faecium, faecalis,
caselliflavus, pseudoavium, gallinarum, etc.) - Working towards ability to conduct filtration in
the field - Internal controls and matrix controls in place
for quantitative sample analysis - Currently beta-testing assay at OCSD and
exploring use in drinking water (E. coli)
18Preliminary results of beta testing at OCSD
- Roughly 40 samples
- Enterococcus and E. coli assay being tested by in
house WQ personnel - Results good to date
- Open beaches and storm samples
- Stay tuned!
19AcknowledgementsSteve Weisberg and John
Griffith, SCCWRP Denene Blackwood and Jason
Gregory (UNC Chapel Hill) State of California,
esp. Robin McGraw and Shakoora Azimi-Gaylon United
States Department of Agriculture Cepheid, Inc.
R. Schaller, C. Wilkins, N. Beckwith and S.
Yu Orange County Sanitation District Rich
Haugland, USEPA