title: Epidemiological investigations on the potential transmissibility of a rare disease: the case of atypical scrapie in Great Britain.
abstract: Multiple cases of atypical scrapie in the same holding and co-existence with classical scrapie have been reported in Great Britain. A two-stage simulation tool was developed by combining a sampling algorithm and a hierarchical Bayesian model to simulate the number of positive cases of atypical scrapie from: (i) random sampling and (ii) using the actual sampled population in Great Britain, being the output probability of detection of flocks with one and more cases. Cluster analysis was conducted to assess the level of geographical over- and under-sampling over the years. The probability of detecting at least two cases of atypical scrapie in the same holding is much lower in simulated random data than in simulated actual data for all scenarios. Sampling bias in the selection of sheep for testing led to multiple sampling from fewer but larger holdings, Scotland, and areas of Wales were under-sampled and the South-West and East of England oversampled. The pattern of atypical scrapie cases observed is unlikely to be explained by a multi-case event epidemiologically linked. The co-existence of classical and atypical scrapie is a rare event with 19 holdings detected in GB and does not suggest an epidemiological link between the two types of disease.
authors.affiliation: Department of Epidemiological Sciences, Animal and Plant Health Agency,New Haw,Addlestone,Surrey,UK.
authors.forename: A
authors.initials: A
authors.lastname: Ortiz-Peláez
authors.affiliation: Department of Epidemiological Sciences, Animal and Plant Health Agency,New Haw,Addlestone,Surrey,UK.
authors.forename: M E
authors.initials: ME
authors.lastname: Arnold
authors.affiliation: Population Health Research Institute, St Georgés University of London,Tooting,London,UK.
authors.forename: A
authors.initials: A
authors.lastname: Vidal-Diez
mesh_terms: D000818:Animals; D001499:Bayes Theorem; D011159:Population Surveillance; D011336:Probability; D035583:Rare Diseases / Q000453:epidemiology* / Q000209:etiology; D012608:Scrapie / Q000453:epidemiology* / Q000209:etiology / Q000635:transmission; D015983:Selection Bias; D012756:Sheep; D006113:United Kingdom / Q000453:epidemiology
keywords: Atypical; Bayesian; multiple; scrapie; transmission