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Exploration of Superspreading Events in 2015 MERS-CoV Outbreak in Korea by Branching Process Models
Seoyun Choe1, Hee-Sung Kim2, Sunmi Lee3
1Department of Mathematics, University of Central Florida, Orlando, FL 32816, USA.
Abstract:
South Korea has learned a valuable lesson from the Middle East respiratory syndrome (MERS) coronavirus outbreak in 2015. The 2015 MERS-CoV outbreak in Korea was the largest outbreak outside the Middle Eastern countries and was characterized as a nosocomial infection and a superspreading event. To assess the characteristics of a super spreading event, we specifically analyze the behaviors and epidemiological features of superspreaders. Furthermore, we employ a branching process model to understand a significantly high level of heterogeneity in generating secondary cases. The existing model of the branching process (Lloyd-Smith model) is used to incorporate individual heterogeneity into the model, and the key epidemiological components (the reproduction number and the dispersive parameter) are estimated through the empirical transmission tree of the MERS-CoV data. We also investigate the impact of control intervention strategies on the MERS-CoV dynamics of the Lloyd-Smith model. Our results highlight the roles of superspreaders in a high level of heterogeneity. This indicates that the conditions within hospitals as well as multiple hospital visits were the crucial factors for superspreading events of the 2015 MERS-CoV outbreak.
Insights
South Korea
Area of Science:
- Epidemiology
- Infectious Disease Dynamics
- Public Health
Background:
- The 2015 Middle East Respiratory Syndrome (MERS) coronavirus outbreak in South Korea was the largest outside the Arabian Peninsula.
- This outbreak was characterized by nosocomial (hospital-acquired) infections and significant superspreading events.
Purpose of the Study:
- To analyze the behavioral and epidemiological characteristics of superspreaders during the 2015 MERS-CoV outbreak.
- To model the heterogeneity in secondary case generation using a branching process model.
- To evaluate the impact of control interventions on MERS-CoV transmission dynamics.
Main Methods:
- Utilized a branching process model, specifically the Lloyd-Smith model, to incorporate individual heterogeneity.
- Estimated key epidemiological parameters, including the reproduction number and dispersive parameter, from empirical MERS-CoV transmission data.
- Investigated the influence of superspreader characteristics and hospital-related factors on outbreak dynamics.
Main Results:
- Superspreaders played a critical role in the high heterogeneity observed during the outbreak.
- Hospital conditions and multiple hospital visits were identified as crucial factors contributing to superspreading events.
- The study quantified the impact of superspreaders on MERS-CoV transmission.
Conclusions:
- Understanding superspreader dynamics is essential for controlling infectious disease outbreaks.
- Intervention strategies should consider hospital environments and patient movement to mitigate superspreading.
- The findings provide valuable insights for preventing future large-scale outbreaks.
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