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Ticks on the Run: A Mathematical Model of Crimean-Congo Haemorrhagic Fever (CCHF)-Key Factors for Transmission
Suman Bhowmick1,2, Khushal Khan Kasi1, Jörn Gethmann1
1Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Institute of Epidemiology, 17493 Greifswald, Germany.
Insights
Crimean-Congo hemorrhagic fever (CCHF) is a tick-borne zoonotic disease. Reducing tick survival time is key to controlling CCHF transmission, according to a new mathematical model.
Area of Science:
- Epidemiology and Public Health
- Mathematical Modeling of Infectious Diseases
- Veterinary Entomology
Background:
- Crimean-Congo hemorrhagic fever (CCHF) is a severe zoonotic disease caused by the CCHFV, transmitted primarily by *Hyalomma* ticks.
- The virus circulates in a vertebrate-tick-vertebrate cycle, endemic across Asia, Africa, Southeastern Europe, and the Middle East, posing a significant public health risk due to its high fatality rate.
- Climate change and the identification of potential vectors in Central Europe indicate a growing risk of CCHF establishment in new regions.
Purpose of the Study:
- To develop a mathematical model simulating the transmission dynamics of Crimean-Congo hemorrhagic fever virus (CCHFV).
- To identify key parameters influencing CCHF spread and evaluate potential control strategies.
- To analyze country-specific disease parameters for tailored intervention planning.
Main Methods:
- A compartment-based nonlinear Ordinary Differential Equation (ODE) system was developed to model the CCHF transmission cycle involving ticks, livestock, and humans.
- Sensitivity analysis was performed on the basic reproduction number (R0) to determine critical control factors.
- Model dynamics were calibrated using empirical data from multi-country analyses.
Main Results:
- Sensitivity analysis indicated that decreasing tick survival time is a highly effective strategy for controlling CCHF transmission.
- Tick-to-tick transmission (co-feeding) and virus circulation via transstadial and transovarial routes are crucial for sustaining the disease cycle.
- Multi-country analysis revealed significant differences in CCHF disease-parameter sets across various endemic regions.
Conclusions:
- The mathematical model provides valuable insights into CCHF transmission dynamics and the impact of different parameters on disease spread.
- Reducing tick survival is a critical intervention for managing CCHF.
- Understanding country-specific epidemiological parameters is essential for developing targeted and efficient CCHF control strategies.
Abstract:
Crimean-Congo haemorrhagic fever (CCHF) is a zoonotic disease caused by the Crimean-Congo hemorrhagic fever virus (CCHFV). Ticks of the genus Hyalomma are the main vectors and represent a reservoir for the virus. CCHF is maintained in nature in an endemic vertebrate-tick-vertebrate cycle. The disease is prevalent in wide geographical areas including Asia, Africa, South-Eastern Europe and the Middle East. It is of great importance for the public health given its occasionally high case/fatality ratio of CCHFV in humans. Climate change and the detection of possible CCHFV vectors in Central Europe suggest that the establishment of the transmission in Central Europe may be possible in future. We have developed a compartment-based nonlinear Ordinary Differential Equation (ODE) system to model the disease transmission cycle including blood sucking ticks, livestock and human. Sensitivity analysis of the basic reproduction number R0 shows that decreasing the tick survival time is an efficient method to control the disease. The model supports us in understanding the influence of different model parameters on the spread of CCHFV. Tick-to-tick transmission through co-feeding and the CCHFV circulation through transstadial and transovarial transmission are important factors to sustain the disease cycle. The proposed model dynamics are calibrated through an empirical multi-country analysis and multidimensional plot reveals that the disease-parameter sets of different countries burdened with CCHF are different. This information may help decision makers to select efficient control strategies.
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