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Applied and Environmental Microbiology, November 2007, p. 6972-6979, Vol. 73, No. 21
0099-2240/07/$08.00+0 doi:10.1128/AEM.00100-07
Copyright © 2007, American Society for Microbiology. All Rights Reserved.

Department of Pathology, Microbiology, and Immunology, School of Veterinary Medicine, University of California, Davis, California 95616,1 University of California Cooperative Extension, Santa Rosa, California 95403,2 Veterinary Medicine Extension and Department of Population Health and Reproduction, School of Veterinary Medicine, University of California, Davis, California 95616,3 Department of Plant Sciences, University of California, Davis, California 956164
Received 15 January 2007/ Accepted 7 September 2007
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65 and
79 times greater, respectively, in runoff from sites housing young calves than in sites housing other age classes of animals. Factors associated with environmental loading of G. duodenalis included cattle age, cattle stocking number, and precipitation but not lot area, land slope, or cattle density. Vegetated buffer strips were found to significantly reduce waterborne cysts in storm runoff: each additional meter of vegetated buffer placed below high-cattle-use areas was associated with reductions in the concentration and instantaneous load of cysts by factors of 0.86 and 0.79 (–0.07 and –0.10 log10/m), respectively. Straw mulch, seed application, scraping of manure, and cattle exclusion did not significantly affect the concentration or load of G. duodenalis cysts. The study findings suggest that vegetated buffer strips, especially when placed near dairy calf areas, should help reduce the environmental loading of these fecal protozoa discharging from dairy farms. |
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In the Tomales Bay watershed, along the central coast of California, Lewis et al. (16) observed large fluxes of fecal coliforms in excess of 108 CFU/hectare/s discharging from dairy lots and other high-cattle-use areas during precipitation events that generated overland flow from these agricultural sites. These large fluxes of fecal coliforms suggest that enteric pathogens shed by infected cattle may also be present in runoff from similar high-cattle-use areas, given the abilities of bacterial and protozoal microorganisms shed in bovine feces to be eluted from fresh fecal matrices and entrained in overland flow during precipitation (2, 3, 5, 8, 27, 28). Given the common occurrence of Giardia duodenalis in dairy cattle herds (21, 22, 30, 31), the apparent low infectious dose of this protozoal parasite for healthy human volunteers (24), the fact that Tomales Bay is a major shellfish growing region in central California, and the abilities of oysters and other bivalves to concentrate Giardia cysts from the water column (10), we revisited a subset of these original dairies monitored by Lewis et al. (16) to (i) identify climatic and on-farm risk factors associated with high concentrations of cysts or high instantaneous loads (cysts/second) of G. duodenalis in storm-based runoff from these high-cattle-use areas and (ii) evaluate the efficacies of selected BMPs to reduce the concentration or instantaneous load of G. duodenalis in storm runoff compared to that in adjacent control sites. In addition to vegetated buffers, additional BMPs that were evaluated included straw mulching, seeding within the dairy lots, removing manure via scraping, and excluding winter cattle.
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Five dairy farms were selected based on their voluntary participation and location within the Tomales Bay region of California. Although we monitored water quality from a variety of land use practices throughout the dairy complex, we focused our efforts on locations that received large amounts of cattle use (e.g., corrals, lots) because of the high rates of fecal coliforms discharged from these areas during the 1999-2000 and 2000-2001 water years (16). These high-use areas had an average slope of 9° (range, 1° to 26°) and an average of 104 animals/ha (range, 5 to 309). In addition, these high-cattle-use areas resulted in soil surfaces with little to no vegetation, thereby increasing the likelihood of high levels of fecal microorganisms discharging from the site when overland flow conditions occurred (29). Identifying effective BMPs for areas that were at high risk for discharging high rates of fecal coliform was a priority for the project.
Dairy cattle lots and BMP evaluation.
Fifty-seven cattle lots stratified across the five dairies were enrolled the study. For each lot, we recorded the acreage, number of cattle present at the time of sampling, and percent slope. We assigned soil hydrologic conductivity based upon soil hydrologic group (15). A set of BMPs that were either already in practice by one or more dairy farms or newly installed for this project were evaluated. These included modifying the density of cattle or completely excluding cattle from the lot during the duration of the rainfall season, using a tractor to scrape and remove the accumulated layer of manure from the lot prior to the onset of winter rains, and channeling runoff from the lot through vegetative buffer strips as a means to reduce the load of waterborne microbial contaminants (2, 3, 8, 27, 29). Building upon these preexisting practices, we implemented vegetative surface treatments in October, prior to the onset of winter rains, for a subset of the dairy lots. This vegetative surface treatment involved adding 5.4 metric tons/hectare straw across the lot in order to provide cover during early winter storms combined with seeding the lot with 112 kg/hectare of annual barley (Hordeum vulgare) and 28 kg/hectare rye grasses (Lolium multiflorum) to provide ground cover during later winter storms after the straw had decomposed.
Storm water collection and protozoal quantification.
Following each rainstorm during the 2002-2003 and 2003-2004 water years, surface runoff water samples were collected from the different dairy lots on a rotating basis so that each dairy was visited several times per water year, ranging from early in the season (first flush events) to late spring (final flush events). Instantaneous flow at each sampling site and time point was measured with either a Global Waters flow meter (Global Waters Inc., Gold River, CA) or the area-velocity method and multiplied by 0.8 to adjust for surface interactions (18). Water samples were shipped on ice within 72 h of collection to the University of California—Davis for laboratory analysis. To each 500-ml water sample, 125 µl 0.2% Tween 80 and 25 ml of 50 mM morpholinepropanesulfonic acid (MOPS) sodium extraction solution were added. Samples were hand mixed and decanted into two 250-ml centrifuge bottles. Bottles were agitated for 5 min on a hand-wrist shaker at speed 7. The bottles were then centrifuged at 1,100 x g for 10 min. Supernatant was aspirated to leave a 1:1 pellet/liquid ratio.
For G. duodenalis quantitation, the pellet was resuspended in the residual supernatant and a 10-µl aliquot was dried overnight onto a three-well Merifluor slide (Meridian Bioscience Inc., Cincinnati, OH). Direct immunofluorescent microscopy (DFA) was conducted according to the manufacturer's instructions. All slides were read by the same microscopist. Given that the goal of our project was to identify climate and on-farm risk factors associated with waterborne transport of all forms of G. duodenalis discharging from high-cattle-use areas on diary farms, no effort was made to distinguish between different genotypes or assemblages of G. duodenalis.
Adjustment of Giardia cyst concentration for percent recovery.
G. duodenalis (synonymous with Giardia lamblia and Giardia intestinalis) cysts were obtained from calf fecal samples submitted to the Veterinary Medical Teaching Hospital in Davis, CA. Using 1x phosphate-buffered saline, calf feces were washed sequentially through no. 40, 100, and 200 mesh strainers and purified by sucrose flotation (1). Cyst concentrations were determined from the mean of eight hemacytometer counts and confirmed with DFA enumeration. Cyst suspensions were stored at 4°C and used within 1 month of collection.
Estimation of percent recovery was designed to mimic the range of field conditions experienced from the first to the last flush of the storm season and to contain a known number of G. duodenalis cysts so that the recovery efficiency of the analytical method for enumerating cysts could be measured. Soil samples from the dairy lots and cattle feces were added to negative-runoff water samples in order to generate a set of water samples containing either 1, 100, 500, or 700 nephelometric turbidity units. A dose of approximately 10, 50, 200, 500, or 1,500 G. duodenalis cysts was added to 500 ml water and refrigerated overnight before processing. Four replicate sample examinations were conducted for each dose and turbidity combination. All samples were processed as described above for the field samples.
Statistical analyses.
Percent recovery for the immunofluorescent microscopy procedure was estimated by fitting a negative-binomial-regression model to the observed number of cysts, with the number of spiked or expected cysts functioning as the offset variable (3, 11). The observed concentration of G. duodenalis cysts was then adjusted for the percent recovery for the DFA procedure to estimate the number of cysts/liter in runoff water below each dairy lot. These adjusted concentrations were then used to calculate the instantaneous parasite load discharging off each lot (cyst/s) (16) by multiplying the adjusted cyst concentration by the rate of instantaneous flow (liters/s) discharging from a dairy lot as follows: instantaneous load (cysts/s) = cyst concentration (cysts/liter) x runoff flow rate (liters/s).
Negative binomial regression was used to identify climatic and on-farm management factors associated with high concentrations of cysts or high instantaneous loads of G. duodenalis cysts in storm-based runoff from these high-cattle-use areas (11). Cyst concentrations and instantaneous loads functioned as the outcome variables, with the results for each dairy lot set as a group effect to adjust the P values for repeated sampling at the same sites. A forward-stepping approach was used to develop the multivariate regression model, with P values of <0.05 set as the criterion for inclusion of the variable in the final model.
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The results of the water spiking experiments for estimating the percent recovery for the DFA method are shown in Table 1. The overall percent recovery for enumerating G. duodenalis cysts was 27.6% (95% confidence interval [CI], 21.6 to 35.1%). This value was used to adjust the raw cyst counts by a factor of 3.62 prior to constructing the negative-binomial-regression models.
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TABLE 1. Percent recovery of quantitative immunofluorescent microscopy for enumeration of Giardia cysts in runoff water samples
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FIG. 1. Mean concentrations (Gr-conc) and instantaneous loads (Gr-IL) of Giardia cysts discharging from dairy cattle high-use areas during runoff conditions, stratified by sampling month for 2002 to 2004, Tomales Bay, CA.
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FIG. 2. Mean concentrations (Gr-conc) and instantaneous loads (Gr-IL) of Giardia cysts discharging from high-use dairy cattle areas during runoff conditions, stratified by cattle type for 2002 to 2004, Tomales Bay, CA.
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65 in runoff from sites housing calves of <2 months of age (e4.17 = 64.7), reduced by a factor of 0.03 in runoff from sites housing periparturient cows (e–3.54 = 0.03), and approximately similar for sites housing calves between 2 and 6 months of age. The interpretation of continuous variables is as follows: for each additional meter of vegetated buffer placed below high-cattle-use areas, the concentration of G. duodenalis cysts was reduced by a factor of 0.86 (e–0.15 x 1.0 = 0.86). For each additional 10 mm of cumulative annual precipitation, the concentration of G. duodenalis cysts was reduced by a factor of 0.94 (e–0.006 x 10 = 0.94). Figure 3a and b displays the association between these various host, management, and climatic factors and the predicted concentration of cysts in runoff from high-use cattle areas. |
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TABLE 2. Negative-binomial-regression model for the association between cattle type, beneficial management practices, and precipitation and concentration of Giardia spp. (cysts/liter) discharging from dairy cattle high-use areas during runoff conditions from 2002 to 2004 in Tomales Bay, CA
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FIG. 3. Predicted Giardia concentrations (cysts/liter) in storm runoff from high-use dairy cattle areas as a function of cattle type and either length of vegetated buffer (a) or cumulative annual precipitation (b). Continuous variables in the background are set at their mean values to generate model predictions.
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TABLE 3. Negative-binomial-regression model for the association between cattle type, beneficial management practices, and precipitation and instantaneous load of Giardia spp. (cysts/s) discharging from dairy cattle high-use areas during runoff conditions from 2002 to 2004 in Tomales Bay, CA
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FIG. 4. Predicted instantaneous loads of Giardia (cysts/s) in storm runoff from high-use dairy cattle areas as a function of cattle type and either length of vegetated buffer (a), number of cattle in lot (b), 24-h precipitation (c), or cumulative annual precipitation (d). Continuous variables in the background are set at their mean values to generate model predictions.
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14,000 G. duodenalis cysts/liter were observed in 16% of samples from rainfall-associated runoff discharging from dairy lots and other high-cattle-use areas in the Tomales Bay watershed during the 2002-2003 and 2003-2004 rainfall years. Consistent with other work regarding waterborne C. parvum (4), the prevalence and mean concentration of cysts were highest early in the rainfall-runoff season (Fig. 1), resulting in a negative association between cumulative precipitation and concentration of G. duodenalis cysts (Fig. 3b). It is possible, though, that these high concentrations of waterborne G. duodenalis cysts occurring during November contained disproportionate numbers of inactivated cysts, given the warmer and drier conditions of September and October. The instantaneous loads of G. duodenalis cysts also showed a seasonal flushing effect (Fig. 1 and 4d), except during February, when the velocity of runoff reached a maximum from these high-cattle-use areas. Consistent with fecal surveys that observe higher prevalences of G. duodenalis infection among young calves than among older cattle (31), both the concentrations and instantaneous loads of G. duodenalis cysts were substantially higher in runoff from sites housing young calves than in runoff from sites housing older cattle (Fig. 2). The results from the regression models in Tables 2 and 3 substantiate this finding in that the concentrations and instantaneous loads of cysts were at least 65 and 79 times greater, respectively, in runoff from sites housing young calves than in runoff from sites housing other age classes of animals. This suggests that beneficial management practices designed to reduce the concentrations and/or instantaneous loads of cysts discharging from high-cattle-use areas should likely focus their initial efforts on young-calf-rearing locations, early-season first-flush events, and curbing the peak runoff rates that tend to occur in February for this coastal region of California.
The age-stratified results shown in Fig. 2 need to be interpreted with caution, given that differences in waterborne cyst concentrations and instantaneous loads may not be the sole result of differences in fecal shedding by young versus older animals (12, 22, 30, 31). Young calves, dairy heifers, and lactating and periparturient cattle are often housed on substantially different types of surfaces (wooden hutch, straw bedding, dry manure, etc.), each with differing amounts of vegetative cover and infiltration capacities. Differences in percentages of grass cover (8, 29) and residual dry vegetative matter (28) were significantly associated with numbers of C. parvum oocysts in runoff. The observation in this study that runoff from sites housing periparturient cattle contained the lowest levels of waterborne cysts may not be the result of reduced fecal shedding of this parasite in this group of cattle, as has been observed in previous research on livestock fecal shedding of G. duodenalis cysts (6, 22, 32), but may instead result from the typically large amounts of straw placed on top of the calving pen for hygienic reasons. Furthermore, while the mean velocities of runoff were similar (10.6 to 13 liters/s) for sites housing calves and lactating and dry cows (Fig. 2), they were less than half this rate for the periparturient pens, most likely the result of these calving areas typically being at least partially covered by a roofing structure and thereby reducing the amount of precipitation reaching the pen surface.
Vegetated buffers were associated with reductions in both the concentrations and instantaneous loads of cysts in rainfall-associated runoff discharging from dairy lots and other high-cattle-use areas in the Tomales Bay watershed during the 2002-2003 and 2003-2004 rainfall years. For each additional meter of vegetated buffer placed below high-cattle-use areas, the concentration and instantaneous load of G. duodenalis cysts were reduced by factors of 0.86 and 0.79, or 0.07 and 0.10 log10 reductions per meter, respectively. Although direct comparisons to previous work on the abilities of vegetated buffers to retain or filter waterborne protozoa from agricultural runoff are difficult due to such factors as different buffer designs, different protozoa species (G. duodenalis compared to C. parvum), and different methods for calculating buffer efficiency, this value is substantially less than the usual
1.0 log10 reduction (reduction by a factor of 0.10) in the total number of C. parvum oocysts per meter of vegetated buffer as observed by Atwill et al. (2, 3), Davies et al. (8), Tate et al. (27), and Trask et al. (29). Much of this previous work has been conducted with idealized, simulated buffers or soil box designs where channelized flow was reduced or eliminated by repacking and leveling of the soil profile. The vegetated buffers observed in our current study with coastal dairies were often vegetated channels or ditches that conveyed rainfall-associated runoff away from the animal production facility. This channelized design of a vegetated buffer is not optimal and likely had a negative impact on buffer efficiency compared to experimental buffers that create more-sheet-flow-like conditions; nevertheless, even channelized vegetated buffers represent a significant on-farm beneficial management practice for microbial water quality compared to nonbuffered runoff.
Reducing the number of cattle from a high-cattle-use area was associated with a reduction in the instantaneous load of G. duodenalis cysts in rainfall-associated runoff (Fig. 4b). The finding that cattle stocking number is a risk factor for G. duodenalis detection in storm runoff is consistent with the results of livestock infectious disease ecology studies in some cases (14, 26) but not others (7, 13). Interestingly, the water quality benefits associated with high-cattle-use areas containing 10 fewer head of cattle (e0.025 x –10 = 0.78-fold reduction) were about the same as having an additional meter of vegetated buffer below these high-cattle-use locations (e–0.23 x 1.0 = 0.79-fold reduction). Given the substantial negative economic impact incurred by reducing the number of adult dairy cattle on a dairy operation, it is likely that installation of vegetated buffers will generate greater acceptance among the agricultural community when water quality programs are based on voluntary compliance.
The water spiking trials were necessary to assess the water processing recovery efficiency in order to adjust the raw cyst counts from the field samples to estimate the true parasite concentration in each sample. The overall percent recovery of 27% for G. duodenalis cysts by DFA analysis is similar to what has been found in other G. duodenalis and Cryptosporidium studies (19, 23). The Pereira et al. (23) study reported a mean percent recovery of 28% to 34% when oocysts were spiked into fecal samples and analyzed by DFA. The Nieminski et al. (19) study found 12% to 49% cyst recovery in spiked water samples. If increased assay sensitivity is desired for future studies, addition of an immunomagnetic separation concentration step before DFA analysis could be used because immunomagnetic separation has been shown to increase sensitivity by 1 to 2 log10 over DFA alone in cattle feces and bivalve tissues (17, 23).
In conclusion, the investigation of farm factors associated with protozoal loading in storm runoff and the BMP evaluations for high-use cattle areas have improved our understanding of the environmental ecology and control of Giardia on coastal California farms. The BMPs evaluated in this study represent practical on-farm solutions for improving water quality and decreasing pathogen loading in storm runoff. Although we are unaware of evidence that shellfish is a common source of food-borne giardiasis in humans, it may be prudent to minimize the concentration of waterborne G. duodenalis when such runoff discharges into shellfish growing waters. Using a systems approach (16, 20) to evaluate the flow, behavior, and control of microbes and nutrients from specific farm loading units will help farmers and regulatory agencies prioritize their management efforts.
We thank the University of California Cooperative Extension and the Tomales Bay Agricultural Group for participating in this study.
Published ahead of print on 14 September 2007. ![]()
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