new testing methods for microorganisms and pathogens
TRANSCRIPT
New Testing Methods for Microorganisms and Pathogens
Dr. Joan B. Rose Homer Nowlin Chair in Water Research
Michigan State [email protected]
I am a Water Pollution & Public Health Microbiologist
I study the fecal pollution of water and the spread of waterborne pathogens to humans due primarily to recreational and drinking water contamination.
Began working in partnership with public health laboratories early in my career.
In 2002 I moved to Michigan beganworking in collaboration with County Health Laboratories, DEQ and Great Lakes Beachnet.
THREATS TO THE COASTAL GL Sewage; Combine sewer overflowsStorm water; non-point source pollutionInadequate InfrastructureInvasive speciesAlgal bloomsClimate change
Waterborne pathogens threaten human health in the Great Lakes region
Campylobacter, Arcobacter,
GiardiaLegionella
Cryptosporidium
Toxic Algal blooms
Norovirus
E.Coli 0157H7 and
Campylobacter
A sample glass of Lake Erie water is photographed near the Toledo water intake crib in Lake Erie. (Haraz
N. Ghanbari/Associated Press)
Improving Water DiagnosticsMoving from Escherichia coli (E. coli) and Enterococci to qPCRGeneral indicators of fecal contamination using Membrane filtration, IDEXX Colilert® Quanti-Tray 2000®Specific targets for pathogens and microbial source tracking markers using PCR
Building qPCR capacity in MI
2014Michigan funds new labs
2015Train-the-trainer
2016 Lab trainingqPCR validation study
2017Colilert + qPCR analysis during beach season
Beach samples frozen for later analysis
The qPCR multi-lab validation studyDr. Shannon Briggs, DEQ and Dr. Erin Dreelin, MSU
Our Network ofMichigan qPCR LabsMarquette Area Wastewater Treatment PlantLake Superior State UniversityNorthwest Michigan Regional LabNPS- Sleeping Bear DunesCentral Michigan Health DistrictFerris State UniversitySaginaw County Dept of Public HealthSaginaw Valley State UniversityGrand Valley State UniversityHope CollegeKalamazoo County Health & Community ServicesMichigan State UniversityUSGS- LansingOakland County Health DepartmentOakland University
Our Network ofCollaborators
Training Labs: Feb 2016 @ MSU; Developing publications on the efforts.
Sivaganesan, M., R. Haugland, T.G. Aw, K. Oshima, E.A. Dreelin, S. Briggs, et al. Global data quality acceptance criteria for a draft U.S. EPA E. coli qPCR method from multiple laboratory analyses of standardized reference and control materials.
Aw. T.G, R. Haugland, M.Sivaganesan, E.A. Dreelin, S. Briggs, K. Oshima, et al. Evaluation of multiple laboratory performance and variability in analysis of Michigan recreational waters by an E. coli qPCR method.
How would you rate your confidence in your skills for completing each step of qPCR?
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Pipetting Preparingreagents
Filtration DNAextraction
Running theStepOne
Plus
Dataanalysis
Aver
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Rat
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of C
onfid
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PREPOST
E. coli Calibrator Ct’s and acceptance range
• Y-axis: laboratories• X-Axis: CT VALUEs• Horizontal lines: 95%
Bayesian Credible intervals
• Hash Marks: Mean Ct values
• Red Highlighted Results excluded from Determination of acceptance range
• Acceptance Range: 26.49 - 29.63
Phase 2 Results: total method variability
Color key for quantification models:Blue = ΔΔCtBrown = master standard curve
Dots = mean log10copies/reactionLines = 95% BCI*
*Bayesian credible interval
Sources of E.coli and Pathogens
Agricultural run-off
Animal farming operations
Waste water/Sewage treatment Septic systems
Combined Sewer OverflowWildlife
What’s going on with Microbial Source Tracking
(State of Michigan MST capacity building 2018)Dr. Jean Pierre Nshimyimana, MSU
State of Michigan provided $230,000 for: • Providing MST training for lab staff performing molecular methods (e.g. Method
C) for local health departments in Michigan.
• Conducting a validation study to test proficiency of MST trained laboratories.
• Using the validation study to test effectiveness of the training provided to labs.
• Conducting a study to validate the performance of MST assays for animal source tracking in Michigan (cattle, pig, dog, chicken, deer, goose, and gull)
How Do We Apply Bacteroidales-associated Genetic Markers
for Microbial Source Tracking?
Source: MSU-MST-Fact Sheet & Nshimyimana et al. 2017
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Water Diagnostics using digital droplet polymerase chain reaction
ddPCR for Source Tracking
• B.theta for human sewage
• M2 bovine marker
• > 10,000 tests (droplets) per well
Sewage Positive
Cow manure Positive
Positive for both genes
NegativeNazarian, E.J., et al. (2008). Design and implementation of a protocol for the detection of Legionella in clinical and environmental samples. Diagn. Microbiol. Infect. Dis. 62:125-132.
The distribution of the human sewage marker
Bacteroides
• Increasing B. theta related to more septic tanks
• More E.coli related to more total phosphorous and increasing stream temperature
Significant Knowledge Gaps Exist for Septics
a) Base flow
b) Summer rain
Transport of animal feacal source tracking markers during summer rains 64 watersheds
Sources
Microbiota
Community DNA
Metagenome library & sequence analysis
ALL ENVIRONMENTS INCLUDING WATER HAVE A MICROBIOME
Basic features and performances of NGS platforms
Modified from Kulski, 2015
NGS platform (company)
# Reads/run
Read length (bp)/run
Cost (USD)/106
bases
Raw error rate (%)
Platform cost (USD)
1st generationSanger (Life technologies) 1 800 2,400 0.3 95,000
2nd generation454 GS FLX (Roche) 1 x 106 700 10 1 500,000
HiSeq(Illumina) 5 x 109 2 x 150 0.1 0.8 750,000
MiSeq(Illumina) 3 x 108 2 x 300 0.13 0.8 125,000
…..3rd generationSMRT (Pac Bio) 1 x 106 >10,000 2 12.9 750,000
Nanopore(Oxford) 6 x 104 >5,000 <1 34 1,000
…..
examples of 2nd
generation sequencers
• Illumina- Amplified single-molecule sequencing platform
Images from Illumina
An example of 3rd generation sequencer
• Oxford Nanopore- Single-molecule sequencing platform- Powered and operated by a laptop via a USB- Low cost for reagents and instrumentation
(USD 1,000)- Longer reads (average 5 kb)- Real-time sequence analysis
Images from University of Oxford
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Dr. Pan JI
• Portable device and fast library prep available (can be less than 10 min);
• ‘Real-time’ data analysis- does not have a fixed run time;
• Ultra-long reads (longest read reported by MinION user is 950 kb);
• Other advantages (low starting cost etc.).
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MS2 ssRNAvirus
MinIONTM by OxfordNanopore Technology30 min run, max at 120 min
Recreational
Irrigation
Drinking
FRESH WATER RESOURCES ARE DEGRADING
Ecosystems
By Todd C. Frankel August 11 2014Follow @tcfrankel The Washington Post
A sample glass of Lake Erie water is photographed near the Toledo water intake crib in Lake Erie. (Haraz N.
Ghanbari/Associated Press)
AcknowledgementsErin DreelinBecca IvesJP NshimyimanaTiong AwRose GANG
THANK YOU