Multi-Scale Clustering of Lyme Disease Risk at the Expanding Leading Edge of the Range of Ixodes scapularis in Canada

Since its detection in Canada in the early 1990s, Ixodes scapularis, the primary tick vector of Lyme disease in eastern North America, has continued to expand northward. Estimates of the tick’s broad-scale distribution are useful for tracking the extent of the Lyme disease risk zone; however, tick d...

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Main Authors: Marion Ripoche, Leslie Robbin Lindsay, Antoinette Ludwig, Nicholas H. Ogden, Karine Thivierge, Patrick A. Leighton
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:http://www.mdpi.com/1660-4601/15/4/603
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spelling doaj-6815d49fd8484a64a2a2996aac628a642020-11-24T22:23:16ZengMDPI AGInternational Journal of Environmental Research and Public Health1660-46012018-03-0115460310.3390/ijerph15040603ijerph15040603Multi-Scale Clustering of Lyme Disease Risk at the Expanding Leading Edge of the Range of Ixodes scapularis in CanadaMarion Ripoche0Leslie Robbin Lindsay1Antoinette Ludwig2Nicholas H. Ogden3Karine Thivierge4Patrick A. Leighton5Department of Pathology and Microbiology, Faculty of Veterinary Medicine, University of Montréal, 3200 Rue Sicotte, Saint-Hyacinthe, QC J2S 2M2, CanadaZoonoses and Special Pathogens Division, National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB R3T 2N2, CanadaEpidemiology of Zoonoses and Public Health Research Unit (GREZOSP), Faculty of Veterinary Medicine, University of Montréal, 3200 Rue Sicotte, Saint-Hyacinthe, QC J2S 2M2, CanadaEpidemiology of Zoonoses and Public Health Research Unit (GREZOSP), Faculty of Veterinary Medicine, University of Montréal, 3200 Rue Sicotte, Saint-Hyacinthe, QC J2S 2M2, CanadaEpidemiology of Zoonoses and Public Health Research Unit (GREZOSP), Faculty of Veterinary Medicine, University of Montréal, 3200 Rue Sicotte, Saint-Hyacinthe, QC J2S 2M2, CanadaDepartment of Pathology and Microbiology, Faculty of Veterinary Medicine, University of Montréal, 3200 Rue Sicotte, Saint-Hyacinthe, QC J2S 2M2, CanadaSince its detection in Canada in the early 1990s, Ixodes scapularis, the primary tick vector of Lyme disease in eastern North America, has continued to expand northward. Estimates of the tick’s broad-scale distribution are useful for tracking the extent of the Lyme disease risk zone; however, tick distribution may vary widely within this zone. Here, we investigated I. scapularis nymph distribution at three spatial scales across the Lyme disease emergence zone in southern Quebec, Canada. We collected ticks and compared the nymph densities among different woodlands and different plots and transects within the same woodland. Hot spot analysis highlighted significant nymph clustering at each spatial scale. In regression models, nymph abundance was associated with litter depth, humidity, and elevation, which contribute to a suitable habitat for ticks, but also with the distance from the trail and the type of trail, which could be linked to host distribution and human disturbance. Accounting for this heterogeneous nymph distribution at a fine spatial scale could help improve Lyme disease management strategies but also help people to understand the risk variation around them and to adopt appropriate behaviors, such as staying on the trail in infested parks to limit their exposure to the vector and associated pathogens.http://www.mdpi.com/1660-4601/15/4/603emerging diseaseIxodidaetick distributionnymph densitylocal scaleparktrailheterogeneity
collection DOAJ
language English
format Article
sources DOAJ
author Marion Ripoche
Leslie Robbin Lindsay
Antoinette Ludwig
Nicholas H. Ogden
Karine Thivierge
Patrick A. Leighton
spellingShingle Marion Ripoche
Leslie Robbin Lindsay
Antoinette Ludwig
Nicholas H. Ogden
Karine Thivierge
Patrick A. Leighton
Multi-Scale Clustering of Lyme Disease Risk at the Expanding Leading Edge of the Range of Ixodes scapularis in Canada
International Journal of Environmental Research and Public Health
emerging disease
Ixodidae
tick distribution
nymph density
local scale
park
trail
heterogeneity
author_facet Marion Ripoche
Leslie Robbin Lindsay
Antoinette Ludwig
Nicholas H. Ogden
Karine Thivierge
Patrick A. Leighton
author_sort Marion Ripoche
title Multi-Scale Clustering of Lyme Disease Risk at the Expanding Leading Edge of the Range of Ixodes scapularis in Canada
title_short Multi-Scale Clustering of Lyme Disease Risk at the Expanding Leading Edge of the Range of Ixodes scapularis in Canada
title_full Multi-Scale Clustering of Lyme Disease Risk at the Expanding Leading Edge of the Range of Ixodes scapularis in Canada
title_fullStr Multi-Scale Clustering of Lyme Disease Risk at the Expanding Leading Edge of the Range of Ixodes scapularis in Canada
title_full_unstemmed Multi-Scale Clustering of Lyme Disease Risk at the Expanding Leading Edge of the Range of Ixodes scapularis in Canada
title_sort multi-scale clustering of lyme disease risk at the expanding leading edge of the range of ixodes scapularis in canada
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1660-4601
publishDate 2018-03-01
description Since its detection in Canada in the early 1990s, Ixodes scapularis, the primary tick vector of Lyme disease in eastern North America, has continued to expand northward. Estimates of the tick’s broad-scale distribution are useful for tracking the extent of the Lyme disease risk zone; however, tick distribution may vary widely within this zone. Here, we investigated I. scapularis nymph distribution at three spatial scales across the Lyme disease emergence zone in southern Quebec, Canada. We collected ticks and compared the nymph densities among different woodlands and different plots and transects within the same woodland. Hot spot analysis highlighted significant nymph clustering at each spatial scale. In regression models, nymph abundance was associated with litter depth, humidity, and elevation, which contribute to a suitable habitat for ticks, but also with the distance from the trail and the type of trail, which could be linked to host distribution and human disturbance. Accounting for this heterogeneous nymph distribution at a fine spatial scale could help improve Lyme disease management strategies but also help people to understand the risk variation around them and to adopt appropriate behaviors, such as staying on the trail in infested parks to limit their exposure to the vector and associated pathogens.
topic emerging disease
Ixodidae
tick distribution
nymph density
local scale
park
trail
heterogeneity
url http://www.mdpi.com/1660-4601/15/4/603
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