ArticleBMC infectious diseases2020
The potential impact of climate change on the transmission risk of tick-borne encephalitis in Hungary.
Article in BMC infectious diseases, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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17 citing papers in PubMed, 34 citations in OpenAlex.
- Projecting tick-borne encephalitis risk in Sweden under climate change scenarios: a high-resolution spatio-temporal modeling approach.Environmental health : a global access science source · 2026Article
- High-throughput screening for tick-borne pathogens in Ixodid ticks collected through crowdsourcing in northern Sweden.Acta veterinaria Scandinavica · 2026Article
- From reservoirs to ecological integrators: the role of EuropeanFrontiers in veterinary science · 2026Review
- Emerging risk of tick-borne diseases in South Korea: Lyme disease, anaplasmosis, and babesiosis.Clinical and experimental vaccine research · 2026Review
- The impact of climate change on ecology of tick associated with tick-borne diseases.PLoS computational biology · 2025Article
- Global Seroprevalence of Tick-Borne Encephalitis Antibodies in Humans, 1956-2022: A Literature Review and Meta-Analysis.Vaccines · 2024Review
- Climate change's impact on the nervous system: A review study.Health promotion perspectives · 2024Review
- The impact of anthropogenic climate change on pediatric viral diseases.Pediatric research · 2024Review
- Tick-Borne Encephalitis-Review of the Current Status.Journal of clinical medicine · 2023Review
- Tick-Borne Encephalitis Virus: A Comprehensive Review of Transmission, Pathogenesis, Epidemiology, Clinical Manifestations, Diagnosis, and Prevention.Microorganisms · 2023Review
- Article
- Mitigating the effects of climate change on human health with vaccines and vaccinations.Frontiers in public health · 2023Review
- The Emergence and Dynamics of Tick-Borne Encephalitis Virus in a New Endemic Region in Southern Germany.Microorganisms · 2022Article
- Climate Changes Exacerbate the Spread ofInternational journal of environmental research and public health · 2022Review
- Clinical Characteristics of Patients with Tick-Borne Encephalitis (TBE): A European Multicentre Study from 2010 to 2017.Microorganisms · 2021Article
- Tick-Borne Encephalitis Virus Seropositivity among Tick Infested Individuals in Serbia.Pathogens (Basel, Switzerland) · 2021Article
- Plant-Derived Natural Compounds for Tick Pest Control in Livestock and Wildlife: Pragmatism or Utopia?Insects · 2020Review
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Authors and funding
4 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundImpact of climate change on tick-borne encephalitis (TBE) prevalence in the tick-host enzootic cycle in a given region depends on how the region-specific climate change patterns influence tick population development processes and tick-borne encephalitis virus (TBEV) transmission dynamics involving both systemic and co-feeding transmission routes. Predicting the transmission risk of TBEV in the enzootic cycle with projected climate conditions is essential for planning public health interventions including vaccination programs to mitigate the TBE incidence in the inhabitants and travelers. We have previously developed and validated a mathematical model for retroactive analysis of weather fluctuation on TBE prevalence in Hungary, and we aim to show in this research that this model provides an effective tool for projecting TBEV transmission risk in the enzootic cycle.
methodsUsing the established model of TBEV transmission and the climate predictions of the Vas county in western Hungary in 2021-2050 and 2071-2100, we quantify the risk of TBEV transmission using a series of summative indices - the basic reproduction number, the duration of infestation, the stage-specific tick densities, and the accumulated (tick) infections due to co-feeding transmission. We also measure the significance of co-feeding transmission by observing the cumulative number of new transmissions through the non-systemic transmission route.
resultsThe transmission potential and the risk in the study site are expected to increase along with the increase of the temperature in 2021-2050 and 2071-2100. This increase will be facilitated by the expected extension of the tick questing season and the increase of the numbers of susceptible ticks (larval and nymphal) and the number of infected nymphal ticks co-feeding on the same hosts, leading to compounded increase of infections through the non-systemic transmission.
conclusionsThe developed mathematical model provides an effective tool for predicting TBE prevalence in the tick-host enzootic cycle, by integrating climate projection with emerging knowledge about the region-specific tick ecological and pathogen enzootic processes (through model parametrization fitting to historical data). Model projects increasing co-feeding transmission and prevalence of TBEV in a recognized TBE endemic region, so human risk of TBEV infection is likely increasing unless public health interventions are enhanced.
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