Title: Monitoring for Pathogenic Microorganisms in the Venice Lagoon: Components for Modeling and Risk Asse
1Monitoring for Pathogenic Microorganisms in the
Venice Lagoon Components for Modeling and Risk
Assessment
- Troy M. Scott, Ph.D.
- University of South Florida, USA
2Outline
- 1. Overview of microbiological contaminants
- 2. Routes of exposure and health outcomes
- 3. Monitoring programs Benefits and Limitations
- 4. Survival Characteristics of Pathogens and
- Indicators
- 5. Microbial Risk Assessment
3Pathogens of Concern
- Domestic sewage contains many microscopic,
pathogenic organisms - Many strict human pathogens (Shigella spp.,
Salmonella enterica ser. Typhi, Hepatitis A,
etc.) - Of particular concern are the protozoan parasites
(Cryptosporidium and Giardia) and Enteric
Viruses.
4Human Enteric Viruses
- Over 100 different types can be excreted in human
feces - Low infective dose
- Cause gastroenteritis, myocarditis, respiratory
disease, encephalitis, paralysis - More resistant than bacteria to environmental
conditions and disinfection
5Enteric Protozoa
- Cryptosporidium and Giardia of particular concern
- Cause mild to severe gastroenteritis
- Cryptosporidiosis can be fatal in young, elderly,
and immunocompromised - Low infective dose (10)
- Oocysts and cysts extremely resistant to
environmental conditions and disinfection
6Routes of Exposure
- Direct contact (ingestion) of contaminated water
during recreational or commercial activities - Eating raw or partially cooked shellfish
7Shellfish Consumption
- Many studies have linked consumption of raw or
partially cooked shellfish with viral disease. - Usually viral in nature, although indigenous
bacteria (V. parahaemolyticus) are known to
bioaccumulate in oysters. - Cooking shellfish may not be sufficient to reduce
risk of viral infection.
8Risk Associated with Consumption of Raw Shellfish
- Data on bioaccumulation and fate of viral and
bacterial pathogens in shellfish is incomplete - Thorough risk assessment linking sewage
contamination to consumption of shellfish is not
feasible
9Monitoring for Microbial Indicators Benefits
and Limitations
- Pathogenic microorganisms are often present in
low numbers - Many have a low infective dose
- Methods to detect pathogenic microbes often lack
sensitivity - Therefore, prediction of presence of pathogens
often accomplished by monitoring for indicator
organisms
10Characteristics of an ideal indicator organism
- Intestinal microorganisms
- Non-pathogenic
- rapidly detected
- easily enumerated
- present in high numbers
- possess survival similar to those of pathogens
they predict
11Current Methodology
- Traditional and alternative microbial indicators
have been used for many years to predict the
presence of fecal pollution in water - Total coliforms
- Fecal coliforms
- Enterococci
12Current USEPA and Florida DOH Suggested Water
Quality Guidelines
- USEPA- freshwater E. coli 126 CFU/100mL
- Enterococci 33 CFU/100mL
- USEPA- marine waters Enterococci 35
CFU/100mL - FLDOH- total coliforms 1000 CFU/100mL
- FLDOH- fecal coliforms 200 CFU/100mL
13Limitations of Indicator Organisms
- Variable survival rates
- Inability to predict the presence of enteric
viruses and protozoa - Failure to predict presence of harmful aquatic
organisms (e.g. toxic algae) - Rarely effective in predicting health risks
associated with consumption of shellfish
14Methods of Detection of Indicators and Pathogens
- Bacterial Indicators Relatively easy and
inexpensive to assay. Many approved
culture-based protocols - Protozoa Filtration, Concentration by IMS,
Staining by IFA, Enumeration by microscopic
examination (Viable and nonviable) - Cryptosporidium cell culture viability assay
- Enteric Viruses Filtration, Concentration by
flocculation, Inoculation onto tissue culture,
observation of cytopathic effects (CPE)
15Alternative Molecular Methods
- Many molecular methods also available to detect
pathogens of concern - Most are PCR-based
- Detect viable and nonviable organisms
- For viruses and protozoa, can be coupled with
cell culture to better assess viability
16Survival of Pathogens and Indicators in Marine
Environment
- Specific pathogens have significantly different
survival characteristics in marine environment - In general Cryptosporidium gt enteric viruses gt
Giardia gt Vegetative Bacteria - Water temperature significantly affects survival
- Other factors include pH, salinity, UV, predation
17Data Compilation Microbial Risk Assessment
- Microbial Risk Assessment requires a significant
amount of data - Concentrations of pathogens often too low in
receiving waters to accurately predict exposure - Can be augmented by modeling techniques
184 Steps of Risk Assessment
- Hazard Identification Describes acute and
chronic human health effects associated with any
particular hazard - Dose-Response Characterizes the relationship
between various doses administered and subsequent
health effects - Exposure Assessment Determines the size and
nature of the population exposed and the route,
amount, and duration of exposure - Risk Characterization Integrates the
information from exposure, dose response, and
health steps to estimate magnitude of health risks
19Define Environments of Concern
Define Human Population Exposed
Compile Lists of Pathogens Expected in Environment
Define Expected Survival or Growth in Environment
Exposure and Dose Response
Risk Characterization
Risk Management
20ROUTES OF TRANSMISSION
Wastewater
Land Surface
Surface Water
Ground Water
Aerosols
Domestic use
Crops
Domestic use
Ingestion
Recreation
New Human Host
21Approaches to Microbial Risk Assessment
- Monitor for indicator organisms (Fecal coliforms,
Enterococci) in raw wastewater and receiving
waters - Model fate and transport to estimate
concentrations in receiving waters - Concentrations in input
- Survival/die-off
- Compare to levels generally regarded as safe
- Provides an index of potential risk, not
definitive risk assessment
22Approaches to Microbial Risk Assessment
- Risk associated with ingestion of enteric viruses
or protozoa - Concentrations of viruses and protozoa can be
determined in raw wastewater - Fate and transport models can be used to estimate
exposure levels - Exposure can be coupled with infectivity and
dose-response data to estimate risk
23Microbial Exposure Assessment
- Key differentiating characteristic of
microorganisms is that microbes are discrete
particles at sufficiently low density and
statistics of their distribution must be
considered. - Easier to determine for specific risk assessment
where concentrations and exposures can be
quantified
24Microbial Dose-Response
- Develop relationship between level of microbial
exposure and likelihood of adverse health
response - Two key differences between risk posed by
microorganisms and other chemicals - Population will receive distribution of actual
doses (different from chemicals which are present
at higher relative concentrations and evenly
distributed)
25Microbial Dose-Response
- Second distinguishing aspect is the ability of
microorganisms to propagate once introduced into
a host - Disease process represents an overcoming of host
defense systems
26Microbial Dose-Response
- Therefore, the process of infection may be
considered as requiring two sequential processes
to occur - The human host must ingest one or more organisms
capable of causing disease - The organisms undergo decay or are impaired from
multiplying, and only a fraction of organisms
reach site of infection
27Models for Risk Assessment
- Exponential Dose-Response Model
- Assumes random distribution of microorganisms
- Each organism has independent and identical
survival capability - Minimum number of organisms required for
infection is one - P 1 e(-rN)
- Where N Exposure
- r is determined from dose response data
28Models for Risk Assessment
- Beta-Poisson Dose-Response Model
- Modifies the exponential model by allowing for a
distribution of microorganism-host interaction
probabilities - P1-(1N/b)-a
- Where N Exposure
- a and b determined from dose-response data
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30Summary of Risk Assessment
- Hazard Identification
- Giardia, Cryptosporidium, Enteric Viruses
- Dose Response
- Exposure Assessment
- Routine monitoring, Fate/Transport modeling
- Estimation of exposure through direct contact,
recreational waters, drinking water - Risk Assessment
31Summary
- Pathogens in wastewater and fecally-contaminated
water may result in significant risk to human
health - Risk of infection may exist in waters containing
acceptable levels of indicator organisms - Specific pathogens of interest are difficult and
expensive to monitor in environmental waters - Specific pathogens exhibit variable survival
characteristics and may be accumulated in
shellfish - Sufficient data must be collected on
concentrations of protozoa and viruses in raw
wastewater in order to conduct thorough risk
assessment - Comparison of indicator concentrations to
recommended guidelines , can also be used to
predict an assessment of risk associated with
direct contact with surface water