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1.
Risk Anal ; 32(7): 1122-38, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22443194

ABSTRACT

Through the use of case-control analyses and quantitative microbial risk assessment (QMRA), relative risks of transmission of cryptosporidiosis have been evaluated (recreational water exposure vs. drinking water consumption) for a Canadian community with higher than national rates of cryptosporidiosis. A QMRA was developed to assess the risk of Cryptosporidium infection through the consumption of municipally treated drinking water. Simulations were based on site-specific surface water contamination levels and drinking water treatment log10 reduction capacity for Cryptosporidium. Results suggested that the risk of Cryptosporidium infection via drinking water in the study community, assuming routine operation of the water treatment plant, was negligible (6 infections per 10¹³ persons per day--5th percentile: 2 infections per 10¹5 persons per day; 95th percentile: 3 infections per 10¹² persons per day). The risk is essentially nonexistent during optimized, routine treatment operations. The study community achieves between 7 and 9 log10 Cryptosporidium oocyst reduction through routine water treatment processes. Although these results do not preclude the need for constant vigilance by both water treatment and public health professionals in this community, they suggest that the cause of higher rates of cryptosporidiosis are more likely due to recreational water contact, or perhaps direct animal contact. QMRA can be successfully applied at the community level to identify data gaps, rank relative public health risks, and forecast future risk scenarios. It is most useful when performed in a collaborative way with local stakeholders, from beginning to end of the risk analysis paradigm.


Subject(s)
Cryptosporidiosis/transmission , Cryptosporidium/isolation & purification , Drinking Water/parasitology , Models, Statistical , Risk Assessment/methods , Animals , Case-Control Studies , Computer Simulation , Cryptosporidiosis/epidemiology , Cryptosporidiosis/parasitology , Humans , Ontario/epidemiology , Oocysts/parasitology , Parasite Egg Count , Recreation , Seasons
2.
Risk Anal ; 30(1): 49-64, 2010 Jan.
Article in English | MEDLINE | ID: mdl-20002891

ABSTRACT

A quantitative microbial risk assessment model was developed to simulate the role of recreational water contact in the transmission of cryptosporidiosis in a model Ontario community. Stochastic simulations were based on plausible modes of contamination of a pool (literature derived), river (site-specific), and recreational lakes (literature derived). The highest estimated risks of infection were derived from the (highly contaminated) recreational lake scenario, considered the upper end for risk of infection for both children (10 infections per 1,000 swims [5 per thousand: two infections per 1,000 swims; 95 per thousand: three infections per 100 swims]) and adults (four infections per 1,000 swims [5 per thousand: four infections per 1,000 swims; 95 per thousand: one infection per 100 swims]). Simulating the likely Cryptosporidium oocyst concentration in a lane pool that a child would be exposed to following a diarrheal fecal release event resulted in the third highest mean risk of infection (four infections per 10,000 swims [5 per thousand: three infections per 100,000; 95 per thousand: 10 infections per 10,000 swims]). The findings from this study illustrate the need for systematic and standardized research to quantify Cryptosporidium oocyst levels in Canadian public pools and recreational beaches. There is also a need to capture the swimming practices of the Canadian public, including most common forms and frequency measures. The study findings suggest that swimming in natural swim environments and in pools following a recent fecal contamination event pose significant public health risks. When considering these risks relative to other modes of cryptosporidiosis transmission, they are significant.


Subject(s)
Cryptosporidiosis/epidemiology , Cryptosporidiosis/transmission , Feces/parasitology , Fresh Water/parasitology , Adult , Child , Humans , Models, Biological , Ontario/epidemiology , Oocysts , Public Health , Recreation , Risk Assessment , Rivers/parasitology , Stochastic Processes , Swimming Pools
3.
Epidemiol Infect ; 137(12): 1789-99, 2009 Dec.
Article in English | MEDLINE | ID: mdl-19527550

ABSTRACT

Data from the first sentinel site (Waterloo Region, Ontario) of the Canadian Integrated Enteric Disease Surveillance System (C-EnterNet) were used in a secondary-based case-control study of laboratory-confirmed Cryptosporidium infections to study the role of various exposure factors. The incidence of cryptosporidiosis in Waterloo Region was almost double both the provincial and national rates. Persons ill with one of nine other enteric infections (amoebiasis, campylobacteriosis, cyclosporiasis, giardiasis, listeriosis, salmonellosis, shigellosis, verotoxigenic E. coli infections, yersiniosis) captured by the surveillance system were used as the control group. Of 1204 cases of enteric illness in the sentinel area between April 2005 and December 2007, 36 cases and 803 controls were selected after excluding outbreak and international travel-related cases. Univariable analyses (Pearson chi2 and Fisher's exact tests) and multivariable logistic regression were performed. Results of the multivariable analysis found that cryptosporidiosis was associated with swimming in a lake or river (OR 2.9, 95% CI 1.2-7.4), drinking municipal water (a potential surrogate for urban respondents vs. rural) (OR 2.4, 95% CI 1.04-5.7), and having a family member with a diarrhoeal illness (OR 2.9, 95% CI 1.3-6.4).


Subject(s)
Cryptosporidiosis/epidemiology , Adolescent , Adult , Animals , Case-Control Studies , Child , Child, Preschool , Cryptosporidium , Gastroenteritis/epidemiology , Gastroenteritis/microbiology , Gastroenteritis/parasitology , Humans , Infant , Logistic Models , Middle Aged , Seasons , Water/parasitology , Young Adult
4.
Appl Environ Microbiol ; 74(6): 1780-90, 2008 Mar.
Article in English | MEDLINE | ID: mdl-18245258

ABSTRACT

During the spring in 2005 and 2006, 39,095 northward-migrating land birds were captured at 12 bird observatories in eastern Canada to investigate the role of migratory birds in northward range expansion of Lyme borreliosis, human granulocytic anaplasmosis, and their tick vector, Ixodes scapularis. The prevalence of birds carrying I. scapularis ticks (mostly nymphs) was 0.35% (95% confidence interval [CI] = 0.30 to 0.42), but a nested study by experienced observers suggested a more realistic infestation prevalence of 2.2% (95% CI = 1.18 to 3.73). The mean infestation intensity was 1.66 per bird. Overall, 15.4% of I. scapularis nymphs (95% CI = 10.7 to 20.9) were PCR positive for Borrelia burgdorferi, but only 8% (95% CI = 3.8 to 15.1) were positive when excluding nymphs collected at Long Point, Ontario, where B. burgdorferi is endemic. A wide range of ospC and rrs-rrl intergenic spacer alleles of B. burgdorferi were identified in infected ticks, including those associated with disseminated Lyme disease and alleles that are rare in the northeastern United States. Overall, 1.4[corrected]% (95% CI = 0.3 [corrected] to 0.41) of I. scapularis nymphs were PCR positive for Anaplasma phagocytophilum. We estimate that migratory birds disperse 50 million to 175 million I. scapularis ticks across Canada each spring, implicating migratory birds as possibly significant in I. scapularis range expansion in Canada. However, infrequent larvae and the low infection prevalence in ticks carried by the birds raise questions as to how B. burgdorferi and A. phagocytophilum become endemic in any tick populations established by bird-transported ticks.


Subject(s)
Anaplasma phagocytophilum/growth & development , Bird Diseases/parasitology , Birds/parasitology , Borrelia burgdorferi/growth & development , Ixodes/microbiology , Alleles , Anaplasma phagocytophilum/genetics , Anaplasma phagocytophilum/isolation & purification , Animal Migration , Animals , Antigens, Bacterial/genetics , Bacterial Outer Membrane Proteins/genetics , Bird Diseases/epidemiology , Borrelia burgdorferi/genetics , Borrelia burgdorferi/isolation & purification , Canada/epidemiology , DNA, Bacterial/chemistry , DNA, Bacterial/genetics , DNA, Ribosomal Spacer/genetics , Geography , Ixodes/growth & development , Molecular Sequence Data , Polymerase Chain Reaction , Sequence Analysis, DNA
5.
Parasitology ; 134(Pt 2): 209-27, 2007 Feb.
Article in English | MEDLINE | ID: mdl-17032476

ABSTRACT

Fitness of tick-borne pathogens may be determined by the degree to which their infection dynamics in vertebrate hosts permits transmission cycles if infective and uninfected tick stages are active at different times of the year. To investigate this hypothesis we developed a simulation model that integrates the transmission pattern imposed by seasonally asynchronous nymphal and larval Ixodes scapularis ticks in northeastern North America, with a model of infection in white-footed mice (Peromyscus leucopus) reservoir hosts, using the bacteria Borrelia burgdorferi and Anaplasma phagocytophilum as examples. In simulations, survival of microparasites, their sensitivity to reduced rodent and tick abundance, and to 'dilution' by a reservoir-incompetent host depended on traits that allowed (i) highly efficient transmission from acutely-infected hosts, (ii) long-lived acute or 'carrier' host infections, and/or (iii) transmission amongst co-feeding ticks. Minimum values for transmission efficiency to ticks, and duration of host infectivity, necessary for microparasite persistence, were always higher when nymphal and larval ticks were seasonally asynchronous than when these instars were synchronous. Thus, traits influencing duration of host infectivity, transmission efficiency to ticks and co-feeding transmission are likely to be dominant determinants of fitness in I. scapularis-borne microparasites in northeastern North America due to abiotic forcings influencing I. scapularis seasonality.


Subject(s)
Anaplasma phagocytophilum/pathogenicity , Arachnid Vectors/microbiology , Borrelia burgdorferi/pathogenicity , Disease Transmission, Infectious/veterinary , Ixodes/microbiology , Models, Biological , Anaplasma phagocytophilum/growth & development , Animals , Borrelia burgdorferi/growth & development , Computer Simulation , Disease Reservoirs/veterinary , Ehrlichiosis/transmission , Ehrlichiosis/veterinary , Host-Parasite Interactions , Lyme Disease/transmission , Lyme Disease/veterinary , Peromyscus , Seasons
6.
J Med Entomol ; 43(3): 600-9, 2006 May.
Article in English | MEDLINE | ID: mdl-16739422

ABSTRACT

Passive surveillance for the occurrence of the tick Ixodes scapularis Say (1821) and their infection with the Lyme borreliosis spirochaetes Borrelia burgdorferi s.l. has taken place in Canada since early 1990. Ticks have been submitted from members of the public, veterinarians, and medical practitioners to provincial, federal, and university laboratories for identification, and the data have been collated and B. burgdorferi detected at the National Microbiology Laboratory. The locations of collection of 2,319 submitted I. scapularis were mapped, and we investigated potential risk factors for I. scapularis occurrence (in Quebec as a case study) by using regression analysis and spatial statistics. Ticks were submitted from all provinces east of Alberta, most from areas where resident I. scapularis populations are unknown. Most were adult ticks and were collected in spring and autumn. In southern Québec, risk factors for tick occurrence were lower latitude and remote-sensed indices for land cover with woodland. B. burgdorferi infection, identified by conventional and molecular methods, was detected in 12.5% of 1,816 ticks, including 10.1% of the 256 ticks that were collected from humans and tested. Our study suggests that B. burgdorferi-infected I. scapularis can be found over a wide geographic range in Canada, although most may be adventitious ticks carried from endemic areas in the United States and Canada by migrating birds. The risk of Lyme borreliosis in Canada may therefore be mostly low but more geographically widespread than previously suspected.


Subject(s)
Borrelia burgdorferi/isolation & purification , Ixodes/microbiology , Animals , Canada/epidemiology , Humans , Insect Vectors , Lyme Disease/epidemiology , Population Density , Seasons
7.
J Med Entomol ; 43(2): 403-14, 2006 Mar.
Article in English | MEDLINE | ID: mdl-16619627

ABSTRACT

In southeastern Canada, most populations of Ixodes scapularis Say, the Lyme disease vector, occur in Carolinian forests. Climate change projections suggest a northward range expansion of I. scapularis this century, but it is unclear whether more northerly habitats are suitable for I. scapularis survival. In this study, we assessed the suitability of woodlands of the Lower Great Lakes/St. Lawrence Plain region for I. scapularis by comparing tick egg survival in four different woodlands. Woodlands where I. scapularis are established, and sand dune where I. scapularis do not survive, served as positive and negative control sites, respectively. At two woodland sites, egg survival was the same as at the positive control site, but at two of the sites survival was significantly less than either the positive control site, or one of the other test sites. Egg survival in all woodland sites was significantly higher than in the sand dune site. Ground level habitat classification discriminated among woodlands in which tick survival differed. The likelihood that I. scapularis populations could persist in the different habitats, as deduced using a population model of I. scapularis, was significantly associated with variations in Landsat 7 ETM+ data (normalized difference vegetation index [NDVI] and Tasselled Cap indices). The NDVI index predicted habitat suitability at Long Point, Ontario, with high sensitivity but moderate specificity. Our study suggests that I. scapularis populations could establish in more northerly woodland types than those in which they currently exist. Suitable habitats may be detected by ground-level habitat classification, and remote-sensed data may assist this process.


Subject(s)
Arachnid Vectors/physiology , Data Collection/methods , Ecosystem , Ixodes/physiology , Animals , Canada , Computer Simulation , Dogs , Female , Male , Models, Biological , Oviposition , Sensitivity and Specificity , Soil/analysis , Survival Analysis , Trees
8.
Int J Parasitol ; 36(1): 63-70, 2006 Jan.
Article in English | MEDLINE | ID: mdl-16229849

ABSTRACT

We used an Ixodes scapularis population model to investigate potential northward spread of the tick associated with climate change. Annual degree-days >0 degrees C limits for I. scapularis establishment, obtained from tick population model simulations, were mapped using temperatures projected for the 2020s, 2050s and 2080s by two Global Climate Models (the Canadian CGCM2 and the UK HadCM3) for two greenhouse gas emission scenario enforcings 'A2'and 'B2' of the Intergovernmental Panel on Climate Change. Under scenario 'A2' using either climate model, the theoretical range for I. scapularis establishment moved northwards by approximately 200 km by the 2020s and 1000 km by the 2080s. Reductions in emissions (scenario 'B2') had little effect on projected range expansion up to the 2050s, but the range expansion projected to occur between the 2050s and 2080s was less than that under scenario 'A2'. When the tick population model was driven by projected annual temperature cycles (obtained using CGCM2 under scenario 'A2'), tick abundance almost doubled by the 2020s at the current northern limit of I. scapularis, suggesting that the threshold numbers of immigrating ticks needed to establish new populations will fall during the coming decades. The projected degrees of theoretical range expansion and increased tick survival by the 2020s, suggest that actual range expansion of I. scapularis may be detectable within the next two decades. Seasonal tick activity under climate change scenarios was consistent with maintenance of endemic cycles of the Lyme disease agent in newly established tick populations. The geographic range of I. scapularis-borne zoonoses may, therefore, expand significantly northwards as a consequence of climate change this century.


Subject(s)
Arachnid Vectors/parasitology , Climate , Ixodes/parasitology , Lyme Disease/parasitology , Zoonoses/parasitology , Animals , Canada , Forecasting , Greenhouse Effect , Humans , Models, Biological , Population Dynamics , Seasons , Temperature , Tick Infestations/parasitology
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