Fecal Source Tracking Using Human and Animal DNA U.S. Department of the Interior U.S. Geological Survey Bane Schill- USGS Leetown Science Center
Fecal Source Tracking Using Human and Animal DNA U.S. Department of the Interior U.S. Geological Survey Bane Schill- USGS Leetown Science Center
Overview- History Methodologies Recent Study Future Directions
Water Availabililty
E. Coli Enterococcus Bacteroides spp. Clostridium spp Bifidobacterium Pathogenic bacteria Pathogenic virus
Who Done It???
Source tracking has been attempted using- Biological Methods Speciation of indicator bacteria Genotyping of indicator bacteria Identification of host-specific virus Biochemical Methods Fecal sterols Stable isotope ratios Brightening agents Pharmaceuticals Methodologies
Most methods are not generally applicable for one reason or another- Biological Methods Speciation of indicator bacteria (no fidelity to host) Genotyping of indicator bacteria (specific strains low in frequency, antibiotic resistance variable, library-based methods expensive) Identification of host-specific virus (Not available for all species, expensive) Biochemical Methods Not specific
What about direct detection of human/animal DNA? Pros- Absolutely specific Large, publicly available database (GenBank) Methods for amplification and quantitative detection available Cons- Amounts found in receiving waters unknown Halflife in water unknown Methods for isolation from large volumes lacking
Nucleus Mitochondria (150 – 2,600 per cell) mtDNA (about 16,500 bp) The Cell
Epithelial Cells in Feces Free Mitochondria Dissolved DNA Degraded Bound to Sediment Who Done It???
Standard overnight culture Fecal coliforms E. Coli Enterococcus Polymerase Chain Reaction Bifidobacterium Bacteroides Virulence determinants Precipitation/Ultrafiltration Polymerase Chain Reaction Enterovirus “Naked” DNA Bacteria Virus “Naked” DNA Bacteria on filter Virus “Naked” DNA Sample
Primer Probe Polymerase Fluorescent Reporter Quencher Quantitative PCR
Human mtDNA 10-fold Dilution Series
Then a miracle happens (qPCR) that allows us to measure minute amounts of DNA
At first only human DNA, then human and cow, then— Time Passes......
HumanCow Dog Chicken Deer Goose Sheep Pig Horse1Horse2
Open File Reports-
Challenge of Method With Blinded Samples Preparation of Twenty Blinded Fecal Suspensions- One gram feces was homogenized in 24ml dH 2 O Strained through 40 micron nylon mesh Suspension (0.25 ml) was added to 200 ml PBS Final feces concentration was 5 mg/100 ml Isolation and Concentration of Fecal DNA from Suspensions- Suspension (100 ml) was passed through a 0.22 micron filter Calcium, magnesium, sodium chloride, and EtOH were added to the filtrate The divalent cation/DNA complexes were recovered by centrifugation The complexes were broken with EDTA and DNA was recovered by ultrafiltration Concentrated DNA was combined with material retained by filters, and total DNA was purified using a commercial kit.
Schill, W. B., and M. V. Mathes Real-Time PCR Detection and Quantification of Nine Potential Sources of Fecal Contamination by Analysis of Mitochondrial Cytochrome b Targets. Environ. Sci. Technol. 42: Journal Publication-
Significant findings are summarized in the following slides. Summary of Study Results-
Twenty blinded fecal suspension challenge samples were analyzed and identified with high specificity (0.994) and sensitivity (0.850). Sample number Sample composition Identification Sensitivity Specificity 1 white-tailed deer white-tailed deer Canada goose Canada goose white-tailed deer white-tailed deer dog below detection a dog dog > chicken b Canada goose Canada goose human human blank blank humanhuman human human horse horse blank blank sheep sheep cow (beef) below detection c cow (dairy) cow chicken below detection horse horse sheep sheep chicken chicken pig pig a Signal just below established threshold of detection (see text). b Dog signal dominant with chicken signal just above established threshold of detection. c A second subsample was extracted and reanalyzed with the same outcome.
Determination of mtDNA Copy Number in Bovine Feces a Sample Breed Gender Notes Copies/Gram Feces (X 10 7 ) 1Angus/Herford CrossCow/FemaleMountain Pasture10.6 2Angus/Herford CrossCow/Female River Pasture, Stressed Cow Weaning Calves Angus/Herford CrossCow/FemaleMountain Pasture4.54 4Angus/Charolias CrossCow/FemaleMountain Pasture9.88 5Angus/Charolias CrossSteer/MaleMountain Pasture3.18 6Angus/Herford CrossCow/FemaleMountain Pasture2.39 7Angus/Herford CrossSteer/MaleMountain Pasture3.50 8Angus/Herford CrossHeifer/FemaleRiver Pasture1.98 9Angus/Herford CrossCow/Female River Pasture, Stressed Cow Weaning Calves Pure Breed AngusCow/FemaleMountain Pasture Angus/Herford CrossCow/FemaleMountain Pasture2.71 a Determination of mtDNA copy number in beef cattle feces. DNA was extracted using a MoBio UltraClean™ Fecal DNA Kit and assayed by real-time PCR using bovine-specific primers and dual-labeled probe
Future Directions- Future efforts include- 1.Expansion of the species assays to include turkey. 2.Testing whole-genome amplification and gene capture methods to increase sensitivity. 3.Testing methods for field preservation of samples and ways to streamline sample preparation. 4.Standardization of quality assurance/ quality control procedures. 5.Development of multiplexed assays.
Melting Curve Analysis-
Luminex-
Target specific probe segment Quantification of 100 Analytes Simultaneously DNA Sequences RNA Sequences Proteins Others possible