Bacterial Source Tracking Plum Creek
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1 Bacterial Source Tracking Plum Creek Terry Gentry 1, Maitreyee Mukherjee 1, and Elizabeth Casarez 2 1 Texas A&M University, Soil & Aquatic Microbiology Laboratory 2 University of Texas School of Public Health, Houston, El Paso Branch Campus
2 What is Bacterial Source Used to determine the sources of fecal contamination Tracking (BST)? Based on uniqueness of bacteria from individual sources A variety of different methods are used Often works best as part of a toolbox approach
3 Methods: Library-Dependent BST Methods 1 2 M 3 M4 1M M5 76 M8 7M M M M DNA fingerprinting Enterobacterial repetitive intergenic consensus sequence-polymerase chain reaction (ERIC-PCR) RiboPrinting (RP) Advantages/Disadvantages: More discriminating Allows (A) ranking of sources More expensive (B) (B)
4 Development of Texas E. coli BST Library Sources M 3 4 M 5 6 M 7 8 M M M Isolate E. coli DNA Fingerprint Add to Library (B)
5 Texas E. coli BST Library (v ) Contains 1,853 E. coli isolates from 1,612 different human and animal samples Developed by collecting over 4,000 domestic sewage, wildlife, livestock, and pet fecal samples and screening over 7,000 isolates for clones and host specificity Samples from 20 watersheds across Texas for BST including: Plum Creek San Antonio Lake Granbury Oyster Creek / Trinity River Waco / Belton Lake Little Brazos River Tributaries Attoyac Bayou Additional isolates being added from ongoing and future BST projects in other areas of Texas
6 Use of Texas E. coli BST Library for Identifying Water Isolates 3 4 M 5 6 M 7 8 M M M 7 8 Isolate E. coli DNA Fingerprint Compare to Library Source ID (B)
7 Texas E. coli BST Library Composition & Rates of Correct Classification (RCC) Source Class Number of Isolates Number of Samples Library Composition and Expected Random Rate of Correct Classification Calculated Rate of Correct Classification (RCC) RCC to Random Ratio *** Left Unidentified (unique patterns) HUMAN % % DOMESTIC ANIMALS % % Pets % % Cattle % % Avian Livestock % % Other Non-Avian % % Livestock WILDLIFE % % Avian Wildlife % % Non-Avian Wildlife % % Overall ARCC ** = 100% (3-way) 91% (7-way) 18%
8 BST for Plum Creek Addition of Known-Source E. coli Isolates Isolated and DNA fingerprinted 76 E. coli from Plum Creek fecal/wastewater samples for addition to the Texas E. coli BST Library Wastewater, poultry, cattle, wildlife, feral hogs, etc. Characterization of Water E. coli Isolates Isolated E. coli from water samples collected monthly at five sites over one year (60 samples) DNA fingerprinted 108 E. coli isolates and compared to Texas E. coli BST Library for source identification
9
10 E. coli BST Results 3-Way Split Unidentified (n=12) 11% Human (n=4) 4% Wildlife (n=57) 53% Livestock and Domesticated Animals (n=35) 32%
11 E. coli BST Results 7-Way Split Unidentified (n=12) 11% Human (n=4) 4% Other Livestock, Avian (n=4) 4% Non-Avian Wildlife (n=47) 43% Cattle (n=25) 23% Other Livestock, Non- Avian (n=5) 5% Pets (n=1) 1% Avian Wildlife (n=10) 9%
12 E. coli BST Results Dry v. Wet Conditions (3-Way Split) Dry (5) Wet (7) Unidentified (n=4) 8% Human (n=3) 6% Unidentified (n=8) 14% Human (n=1) 2% Wildlife (n=28) 56% Livestock and Domesticated Animals (n=15) 30% Wildlife (n=29) 50% Livestock and Domesticated Animals (n=20) 34%
13 E. coli BST Results Dry v. Wet Conditions (7-Way Split) Dry (5) Wet (7) Non-Avian Wildlife (n=20) 40% Avian Wildlife (n=8) 16% Unidentified (n=4) 8% Human (n=3) 6% Cattle (n=11) 22% Other Livestock, Avian (n=1) 2% Other Livestock, Non- Avian (n=3) 6% Non-Avian Wildlife (n=27) 47% Avian Wildlife (n=2) 3% Unidentified (n=8) 14% Cattle (n=14) 24% Human (n=1) 2% Other Livestock, Avian (n=3) 5% Other Livestock, Non- Avian (n=2) 3% Pets (n=1) 2%
14 E. coli Source ID (%) E. coli BST Results 5 Sampling Sites (3-Way Split) Wildlife Domestic Animals Human Unidentified Plum Creek at Heidenreich Ln Plum Creek at Plum Creek Rd Plum Creek at CR 202 Clear Fork at CR 128 Plum Creek at CR 135
15 BST Summary Major E. coli sources in tested samples appear to be wildlife (feral hogs, small mammals, deer, birds) as well as domesticated animals (cattle) Domesticated animal contributions trended higher in samples from lower in the watershed Limited proportion of human E. coli isolates detected; primarily seen in samples collected below WWTF outfalls
16 Use of BST Results Reconcile with: E. coli enumeration data Land use Watershed source survey Modeling Stakeholder input Common sense
17 Questions? Terry Gentry Texas A&M University 2474 TAMU College Station, TX Phone: (979)
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