Robinson, S. J., M. D. Samuel, R. E. Rolley, P. Shelton. Using landscape epidemiological models to understand the distribution of chronic wasting disease in the Midwestern USA. Landscape Ecology 28:1923-1935.
Abstract
Animal movement across the landscape plays a critical role in the ecology of infectious
wildlife diseases. Dispersing animals can spread pathogens between infected areas
and naive populations. While tracking free-ranging animals over the geographic scales
relevant to landscape-level disease management is challenging, landscape features
that influence gene flow among wildlife populations may also influence the contact
rates and disease spread between populations. We used spatial diffusion and barriers
to white-tailed deer gene flow, identified through landscape genetics, to model the
distribution of chronic wasting disease (CWD) in the infected region of southern
Wisconsin and northern Illinois, USA. Our generalized linear model (GLM) showed
that risk of CWD infection declined exponentially with distance from current outbreaks,
and inclusion of gene flow barriers dramatically improved fit and predictive power of the
model. Our results indicate that CWD is spreading across the Midwestern landscape
from these two endemic foci, but spread is strongly influenced by highways and rivers
that also reduce deer gene flow. We used our model to plot a risk map, offering
important information for CWD management by considering likely routes of disease
spread and providing a tool for prioritizing disease monitoring and containment efforts.
The current analysis may serve as a framework for modeling future risk drawing on
genetic information to investigate barriers to disease spread and extending