title: Disease risk in a dynamic environment: the spread of tick-borne pathogens in Minnesota, USA.
abstract: As humans and climate change alter the landscape, novel disease risk scenarios emerge. Understanding the complexities of pathogen emergence and subsequent spread as shaped by landscape heterogeneity is crucial to understanding disease emergence, pinpointing high-risk areas, and mitigating emerging disease threats in a dynamic environment. Tick-borne diseases present an important public health concern and incidence of many of these diseases are increasing in the United States. The complex epidemiology of tick-borne diseases includes strong ties with environmental factors that influence host availability, vector abundance, and pathogen transmission. Here, we used 16 years of case data from the Minnesota Department of Health to report spatial and temporal trends in Lyme disease (LD), human anaplasmosis, and babesiosis. We then used a spatial regression framework to evaluate the impact of landscape and climate factors on the spread of LD. Finally, we use the fitted model, and landscape and climate datasets projected under varying climate change scenarios, to predict future changes in tick-borne pathogen risk. Both forested habitat and temperature were important drivers of LD spread in Minnesota. Dramatic changes in future temperature regimes and forest communities predict rising risk of tick-borne disease.
authors.affiliation: University of Minnesota, St Paul, MN, USA, stacie.j.robinson@gmail.com.
authors.forename: Stacie J
authors.initials: SJ
authors.lastname: Robinson
authors.forename: David F
authors.initials: DF
authors.lastname: Neitzel
authors.forename: Ronald A
authors.initials: RA
authors.lastname: Moen
authors.forename: Meggan E
authors.initials: ME
authors.lastname: Craft
authors.forename: Karin E
authors.initials: KE
authors.lastname: Hamilton
authors.forename: Lucinda B
authors.initials: LB
authors.lastname: Johnson
authors.forename: David J
authors.initials: DJ
authors.lastname: Mulla
authors.forename: Ulrike G
authors.initials: UG
authors.lastname: Munderloh
authors.forename: Patrick T
authors.initials: PT
authors.lastname: Redig
authors.forename: Kirk E
authors.initials: KE
authors.lastname: Smith
authors.forename: Clarence L
authors.initials: CL
authors.lastname: Turner
authors.forename: Jamie K
authors.initials: JK
authors.lastname: Umber
authors.forename: Katharine M
authors.initials: KM
authors.lastname: Pelican
mesh_terms: D000712:Anaplasmosis / Q000453:epidemiology; D000818:Animals; D001404:Babesiosis / Q000453:epidemiology; D057231:Climate Change / Q000706:statistics & numerical data; D004777:Environment; D005544:Forecasting; D006801:Humans; D015994:Incidence; D018884:Ixodes / Q000382:microbiology; D008193:Lyme Disease / Q000453:epidemiology; D008910:Minnesota / Q000453:epidemiology; D008962:Models, Theoretical; D012307:Risk Factors; D062211:Spatio-Temporal Analysis; D017282:Tick-Borne Diseases / Q000453:epidemiology* / Q000635:transmission