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      Risk factors for Lyme disease resulting from residential exposure amidst emerging Ixodes scapularis populations: A neighbourhood-level analysis of Ottawa, Ontario

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          Abstract

          Lyme disease is an emerging health threat in Canada due to the continued northward expansion of the main tick vector, Ixodes scapularis. It is of particular concern to populations living in expanding peri-urban areas where residential development and municipal climate change response impact neighbourhood structure and composition. The objective of this study was to estimate associations of socio-ecological characteristics with residential Lyme disease risk at the neighbourhood scale. We used Lyme disease case data for 2017–2020 reported for Ottawa, Ontario to determine where patients’ residential property, or elsewhere within their neighbourhood, was the suspected site of tick exposure. Cases meeting this exposure definition (n = 118) were aggregated and linked to neighbourhood boundaries. We calculated landscape characteristics from composited and classified August 2018 PlanetScope satellite imagery. Negative binomial generalized linear models guided by a priori hypothesized relationships explored the association between hypothesized interactions of landscape structure and the outcome. Increases in median household income, the number of forest patches, the proportion of forested area, forest edge density, and mean forest patch size were associated with higher residential Lyme disease incidence at the neighbourhood scale, while increases in forest shape complexity and average distance to forest edge were associated with reduced incidence (P<0.001). Among Ottawa neighbourhoods, the combined effect of forest shape complexity and average forest patch size was associated with higher residential Lyme disease incidence (P<0.001). These findings suggest that Lyme disease risk in residential settings is associated with urban design elements. This is particularly relevant in urban centres where local ecological changes may impact the presence of emerging tick populations and how residents interact with tick habitat. Further research into the mechanistic underpinnings of these associations would be an asset to both urban development planning and public health management.

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            The 2020 report of The Lancet Countdown on health and climate change: responding to converging crises

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              Spatial Autocorrelation: Trouble or New Paradigm?

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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: MethodologyRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: MethodologyRole: Writing – review & editing
                Role: MethodologyRole: VisualizationRole: Writing – review & editing
                Role: MethodologyRole: Writing – review & editing
                Role: MethodologyRole: Writing – review & editing
                Role: MethodologyRole: Writing – review & editing
                Role: MethodologyRole: Writing – review & editing
                Role: ConceptualizationRole: Data curationRole: Funding acquisitionRole: MethodologyRole: SupervisionRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS One
                plos
                PLOS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                24 August 2023
                2023
                : 18
                : 8
                : e0290463
                Affiliations
                [1 ] School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
                [2 ] Department of Geography, Environment and Geomatics, University of Ottawa, Ottawa, Ontario, Canada
                [3 ] Laboratory for Applied Geomatics and GIS Science, Department of Geography, Environment and Geomatics, University of Ottawa, Ottawa, Ontario, Canada
                [4 ] Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Ontario, Canada
                [5 ] Department of Earth Observation Science, Faculty of Geo-Information Science and Earth Observation, University of Twente, Enschede, Netherlands
                [6 ] Public Health Risk Sciences Division, National Microbiology Laboratory, Public Health Agency of Canada, Saint-Hyacinthe, Quebec, Canada
                University of North Dakota School of Medicine and Health Sciences, UNITED STATES
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Author information
                https://orcid.org/0000-0002-8167-8387
                https://orcid.org/0000-0002-7477-5269
                https://orcid.org/0000-0001-5180-5325
                https://orcid.org/0000-0001-8970-8504
                https://orcid.org/0000-0003-0844-9390
                Article
                PONE-D-23-04095
                10.1371/journal.pone.0290463
                10449184
                f92fd2ac-ab88-4762-8606-2cd9e2d4372c
                © 2023 Logan et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 12 February 2023
                : 8 August 2023
                Page count
                Figures: 4, Tables: 4, Pages: 21
                Funding
                Funded by: funder-id http://dx.doi.org/10.13039/501100000024, Canadian Institutes of Health Research;
                Award ID: 166112
                Award Recipient :
                This work was supported by the Canadian Institutes for Health Research (CIHR, https://cihr-irsc.gc.ca) to MAK [grant number 166112]. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Biology and Life Sciences
                Ecology
                Ecosystems
                Forests
                Ecology and Environmental Sciences
                Ecology
                Ecosystems
                Forests
                Ecology and Environmental Sciences
                Terrestrial Environments
                Forests
                Earth Sciences
                Geography
                Human Geography
                Social Geography
                Neighborhoods
                Social Sciences
                Human Geography
                Social Geography
                Neighborhoods
                Medicine and Health Sciences
                Medical Conditions
                Infectious Diseases
                Bacterial Diseases
                Borrelia Infection
                Lyme Disease
                Medicine and Health Sciences
                Epidemiology
                Medicine and Health Sciences
                Medical Conditions
                Infectious Diseases
                Disease Vectors
                Ticks
                Biology and Life Sciences
                Species Interactions
                Disease Vectors
                Ticks
                Biology and Life Sciences
                Organisms
                Eukaryota
                Animals
                Invertebrates
                Arthropoda
                Arachnida
                Ixodes
                Ticks
                Biology and Life Sciences
                Zoology
                Animals
                Invertebrates
                Arthropoda
                Arachnida
                Ixodes
                Ticks
                Medicine and Health Sciences
                Epidemiology
                Medical Risk Factors
                Medicine and Health Sciences
                Public and Occupational Health
                People and places
                Geographical locations
                North America
                Canada
                Custom metadata
                Surveillance data cannot be shared publicly because of identifiable information contained within and were acquired under a data sharing agreement. Data are available from the integrated Public Health Information System (iPHIS) of Public Health Ontario (contact via https://www.publichealthontario.ca/en/data-and-analysis/using-data/data-requests) for researchers who meet the criteria for access to confidential data. Boundary files used to conduct analysis are publicly available through the Open Ottawa data repository, and can be access and downloaded at this link: https://open.ottawa.ca/datasets/ottawa::ottawa-neighbourhood-study-ons-neighbourhood-boundaries-gen-2/about. The land classification generated from a mosaic of Planet Labs’ images is uploaded in TIF format to the uOttawa Dataverse: https://borealisdata.ca/dataset.xhtml?persistentId=doi:10.5683/SP3/IFS9UE.

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