A Quantitative Risk Assessment of Waterborne Cryptosporidiosis in France Using Second‐Order Monte Carlo Simulation

A pragmatic quantitative risk assessment (QRA) of the risks of waterborne Cryptosporidium parvum infection and cryptosporidiosis in immunocompetent and immunodeficient French populations is proposed. The model takes into account French specificities such as the French technique for oocyst enumeration performance and tap water consumption. The proportion of infective oocysts is based on literature review and expert knowledge. The probability of infection for a given number of ingested viable oocysts is modeled using the exponential dose-response model applied on published data from experimental infections in immunocompetent human volunteers challenged with the IOWA strain. Second-order Monte Carlo simulations are used to characterize the uncertainty and variability of the risk estimates. Daily risk of infection and illness for the immunocompetent and the immunodeficient populations are estimated according to the number of oocysts observed in a single storage reservoir water sample. As an example, the mean daily risk of infection in the immunocompetent population is estimated to be 1.08 x 10(-4) (95% confidence interval: [0.20 x 10(-4); 6.83 x 10(-4)]) when five oocysts are observed in a 100 L storage reservoir water sample. Annual risks of infection and disease are estimated from a set of oocyst enumeration results from distributed water samples, assuming a negative binomial distribution of day-to-day contamination variation. The model and various assumptions used in the model are fully explained and discussed. While caveats of this model are well recognized, this pragmatic QRA could represent a useful tool for the French Food Safety Agency (AFSSA) to define recommendations in case of water resource contamination by C. parvum whose infectivity is comparable to the IOWA strain.

[1]  J. Rose,et al.  The infectivity of Cryptosporidium parvum in healthy volunteers. , 1995, The New England journal of medicine.

[2]  P. Gale Developments in microbiological risk assessment models for drinking water--a short review. , 1996, The Journal of applied bacteriology.

[3]  R. Fayer,et al.  Infectivity of Cryptosporidium parvum oocysts stored in water at environmental temperatures. , 1998, The Journal of parasitology.

[4]  R. Glass,et al.  Cryptosporidiosis in children during a massive waterborne outbreak in Milwaukee, Wisconsin: clinical, laboratory and epidemiologic findings , 1997, Epidemiology and Infection.

[5]  R. Cordell,et al.  Impact of a massive waterborne cryptosporidiosis outbreak on child care facilities in metropolitan Milwaukee, Wisconsin. , 1997, The Pediatric infectious disease journal.

[6]  Ross Ihaka,et al.  Gentleman R: R: A language for data analysis and graphics , 1996 .

[7]  J. Rose,et al.  Environmental ecology of Cryptosporidium and public health implications. , 1997, Annual review of public health.

[8]  S. Hilsenbeck,et al.  Prevalence of Cryptosporidium parvum infection in children along the Texas-Mexico border and associated risk factors. , 2000, The American journal of tropical medicine and hygiene.

[9]  M A Smith,et al.  Comparison of Six Dose‐Response Models for Use with Food‐Borne Pathogens , 1999, Risk analysis : an official publication of the Society for Risk Analysis.

[10]  Dale Hattis,et al.  A. Uncertainty and Variability , 1999 .

[11]  Kevin Connell,et al.  Building a better protozoa data set , 2000 .

[12]  L. Robertson,et al.  Survival of Cryptosporidium parvum oocysts under various environmental pressures , 1992, Applied and environmental microbiology.

[13]  H. Dupont,et al.  Infectivity of Cryptosporidium parvum in healthy adults with pre-existing anti-C. parvum serum immunoglobulin G. , 1999, The American journal of tropical medicine and hygiene.

[14]  D. Costagliola,et al.  Decreased prevalence of intestinal cryptosporidiosis in HIV-infected patients concomitant to the widespread use of protease inhibitors. , 1998, AIDS.

[15]  Charles P. Gerba,et al.  Modeling the Risk from Giardia and Viruses in Drinking Water , 1991 .

[16]  C N Haas,et al.  Epidemiology, microbiology, and risk assessment of waterborne pathogens including Cryptosporidium. , 2000, Journal of food protection.

[17]  F K Ennever,et al.  Cryptosporidium in tap water: comparison of predicted risks with observed levels of disease. , 1998, American journal of epidemiology.

[18]  P. Teunis,et al.  Cryptosporidium Dose‐Response Studies: Variation Between Hosts , 2002, Risk analysis : an official publication of the Society for Risk Analysis.

[19]  H. Dupont,et al.  Susceptibility and Serologic Response of Healthy Adults to Reinfection with Cryptosporidium parvum , 1998, Infection and Immunity.

[20]  E. Dei‐Cas,et al.  Molecular Characterization ofCryptosporidium Isolates Obtained from Humans in France , 2001, Journal of Clinical Microbiology.

[21]  J. P. Davis,et al.  A massive outbreak in Milwaukee of cryptosporidium infection transmitted through the public water supply. , 1994, The New England journal of medicine.

[22]  R. Guerrant,et al.  Protozoal agents: what are the dangers for the public water supply? , 1997, Annual review of medicine.

[23]  M J Messner,et al.  Risk assessment for Cryptosporidium: a hierarchical Bayesian analysis of human dose response data. , 2001, Water research.

[24]  C N Haas,et al.  Dose Response Models For Infectious Gastroenteritis , 1999, Risk analysis : an official publication of the Society for Risk Analysis.

[25]  P. Teunis,et al.  Cryptosporidium Dose Response Studies: Variation Between Isolates , 2002, Risk analysis : an official publication of the Society for Risk Analysis.

[26]  S. Yang,et al.  Infection of Immunosuppressed C57BL/6N Adult Mice with a Single Oocyst of Cryptosporidium parvum , 2000, The Journal of parasitology.

[27]  V. Dietz,et al.  National surveillance for infection with Cryptosporidium parvum, 1995-1998: what have we learned? , 2000, Public health reports.

[28]  S. Tzipori,et al.  Infectivity of a Cryptosporidium parvum isolate of cervine origin for healthy adults and interferon-gamma knockout mice. , 2002, The Journal of infectious diseases.

[29]  J. Rose,et al.  Large community outbreak of cryptosporidiosis due to contamination of a filtered public water supply. , 1989, The New England journal of medicine.

[30]  Maarten Nauta,et al.  Separation of uncertainty and variability in quantitative microbial risk assessment models. , 2000 .

[31]  C N Haas,et al.  Risk assessment of virus in drinking water. , 1993, Risk analysis : an official publication of the Society for Risk Analysis.

[32]  H. Dupont,et al.  Virulence of three distinct Cryptosporidium parvum isolates for healthy adults. , 1999, The Journal of infectious diseases.

[33]  M. Walker,et al.  Assessment of a dye permeability assay for determination of inactivation rates of Cryptosporidium parvum oocysts , 1997, Applied and environmental microbiology.

[34]  P. Pezzotti,et al.  Clinical cryptosporidiosis and human immunodeficiency virus (HIV)-induced immunosuppression: findings from a longitudinal study of HIV-positive and HIV-negative former injection drug users. , 1997, The Journal of infectious diseases.