Key result
The probability of recovering viable FMD virus from cattle significantly declined with increasing time since the last outbreak (OR 0.73 per month) and older age.
Cross-Sectional (n=1,107)
Yes
Odds Ratio: 0.73
p-value: p=<0.001
The study proposes predictive statistical models for identifying persistently infected cattle with FMD in an endemic setting, demonstrating that viral persistence is a dynamic state dependent on time since outbreak and age, rather than a fixed 28-day binary state.
May guide risk-based FMD surveillance timing; leaves open persistence mechanisms for prospective validation.
The foot-and-mouth disease virus (FMDV) "carrier" state was defined by van Bekkum in 1959. It was based on the recovery of infectious virus 28 days or more post infection and has been a useful construct for experimental studies. Using historic data from 1,107 cattle, collected as part of a population based study of endemic FMD in 2000, we developed a mixed effects logistic regression model to predict the probability of recovering viable FMDV by probang and culture, conditional on the animal's age and time since last reported outbreak. We constructed a second set of models to predict the probability of an animal being probang positive given its antibody response in three common non-structural protein (NSP) ELISAs and its age. We argue that, in natural ecological settings, the current definition of a "carrier" fails to capture the dynamics of either persistence of the virus (as measured by recovery using probangs) or the uncertainty in transmission from such animals that the term implies. In these respects it is not particularly useful. We therefore propose the first predictive statistical models for identifying persistently infected cattle in an endemic setting that captures some of the dynamics of the probability of persistence. Furthermore, we provide a set of predictive tools to use alongside NSP ELISAs to help target persistently infected cattle.
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Bronsvoort et al. (2016) conducted a cross-sectional in Foot-and-mouth disease (FMD) virus persistence (n=1,107). Time since last reported FMD outbreak was evaluated on Recovery of viable FMD virus by probang (probang positive) (OR 0.73, p=<0.001). The probability of recovering viable FMD virus from cattle significantly declined with increasing time since the last outbreak (OR 0.73 per month) and older age.
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