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Bacterial Source Tracking in Stormwater. http://rgvstormwater.org/wp-content/uploads/2017/06/LM-presentation_2017.xps. Calista Mills, Physical Scientist USEPA, Gulf of Mexico Program. Bacterial Source Tracking in Stormwater. Calista Mills, Physical Scientist USEPA, Gulf of Mexico Program.
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Bacterial Source Tracking in Stormwater http://rgvstormwater.org/wp-content/uploads/2017/06/LM-presentation_2017.xps Calista Mills, Physical Scientist USEPA, Gulf of Mexico Program
Bacterial Source Tracking in Stormwater Calista Mills, Physical Scientist USEPA, Gulf of Mexico Program
Gulf of Mexico Program Email houge.rachel@epa.gov to sign up for the RFP email list Coastal habitat & ecosystem enhancement, restoration &/or protection Environmental Education & Outreach Water Quality Improvements Community Resilience
Turkey Creek RARE • Regional Applied Research Effort • use bacterial & viral fecal-indicators & landscape tools to identify & pinpoint pollution sources in an urban watershed
Turkey Creek RARE • Impaired - high fecal • Cooperate with state & local partners • Take quality assured data with local residents/students • Provide data for local Gulf decision makers
Turkey Creek RARE: E. coli Add bacterial growth media (food) to 100 ml sample E. coli assays fluoresce under UV light Sterile bottle sample collection
Virology • The plate shows viral plaques (red dots) • The next step is to determine sources of these fecal viruses
Microbial Source Tracking • DNA from target animals or bacteria is released into the water. • Sample is collected and DNA is extracted. • Specific sequences are amplified and identified. • Source determination is made. Microbial fecal- indicators in water and sediments Biofilm, water or sediments
MST: qPCR • EPA qPCR Methods • One genetic sequence per method • $375 per sample per species
MST: Phylochip • Phylogenetic Microarray • developed by Gary Anderson at UC Berkeley • profile over 60,000 bacterial taxa in one test Images: LBNL
MST: PhyloChip • qPCR on a large scale • Over 1 million genetic probe sequences including controls • Developed using 80 fecal reference libraries • $500 per sample, batches of 10 Image: LBNL
Unique 25 base DNA probe designed for each species from database Fluorescent antibody bound to probes with match Images: LBNL
Bird Horse Cow Pig Dog/Cat Human Images: LBNL
Bacterial Animal Sources Images: EPA R7
Generating a profile Source fingerprint Hybridization intensity Bacterial species (probes) Image: LBNL
Extract DNA/RNA from filtered sample Amplify with PCR Analyze composition Profile of entire community Images: LBNL
Performance evaluation • Blinded study: 41 different methods, 12 fecal sources, 64 unknowns • 100% correct identification of all dominant sources with PhyloChip • PhyloChip identified all sources, including sources with no specific markers available (e.g. deer, chicken) Cao et al. 2013. Water Research 47: 6862-6872 Images: LBNL
Case Study Both beaches exceed water quality limits for fecal indicator bacteria Horseshoe Cove * Baker Beach * Images: LBNL
Case Study Fecal signal from different sources Images: LBNL
The future for you • PhyloChip can be tailored for specific analysis • The goal of this evaluation is to develop a chip that costs under $100 per sample. • Regional sewage libraries for hot topic animals • Ask for next gen MST – OECA will give next gen dollars to run samples in your region.
Contact: Calista Mills, EPA Gulf of Mexico Program, mills.calista@epa.gov Troy Pierce, EPA Gulf of Mexico Program, pierce.troy@epa.gov
Microarray Microarray generates massive amounts of data. Microarray can produce results in more diverse samples. over 60,000 bacterial taxa $500 per sample qPCR • qPCR highly sensitive. • qPCR can be tailored to very specific targets. • One DNA sequence • $375 per sample