Effect of asymptomatic transmission and emergence time on multi-strain viral disease severity
Amir Reza Alizad-Rahvar1, Mehdi Sadeghi2
1School of Biological Sciences, Institute for Research in Fundamental Sciences (IPM), Tehran, Iran.
Abstract:
In a viral epidemic, the emergence of a novel strain with increased transmissibility (larger value of basic reproduction number R0) sparks the fear that the increase in transmissibility is likely to lead to an increase in disease severity. It is required to investigate if a new, more contagious strain will be necessarily dominant in the population and resulting in more disease severity. In this paper, the impact of the asymptomatic transmission and the emergence time of a more transmissible variant of a multi-strain viral disease on the disease prevalence, disease severity, and the dominant variant in an epidemic was investigated by a proposed 2-strain epidemic model. The simulation results showed that considering only R0, is insufficient to predict the outcome of a new, more contagious strain in the population. A more transmissible strain with a high fraction of asymptomatic cases can substantially reduce the mortality rate. If the emergence time of the new strain is closer to the start of the epidemic, the new, more contagious variant has more chance to win the viral competition and be the dominant strain; otherwise, despite being more contagious, it cannot dominate previous strains. In conclusion, three factors of R0, the fraction of asymptomatic transmission, and the emergence time of the new strain are required to correctly determine the prevalence, disease severity, and the winner of the viral competition.
Insights
A new, more contagious virus strain (higher R0) doesn't always dominate or increase disease severity. Asymptomatic transmission and emergence timing are crucial factors determining viral spread and outcomes.
Area of Science:
- Epidemiology
- Virology
- Mathematical Modeling
Background:
- Viral epidemics can be complicated by the emergence of new, more transmissible strains.
- Increased transmissibility (higher R0) often raises concerns about greater disease severity.
Purpose of the Study:
- To investigate if a more contagious strain necessarily dominates and increases disease severity.
- To analyze the impact of asymptomatic transmission and emergence time on epidemic outcomes.
Main Methods:
- A mathematical model simulating a 2-strain viral epidemic was developed.
- Computer simulations were used to explore various scenarios.
Main Results:
- Basic reproduction number (R0) alone is insufficient to predict a new strain's dominance or impact.
- A highly transmissible strain with significant asymptomatic transmission can reduce overall mortality.
- The emergence time of a new strain is critical; earlier emergence favors its dominance.
Conclusions:
- Predicting the outcome of new viral strains requires considering R0, asymptomatic transmission rates, and emergence timing.
- These factors collectively determine disease prevalence, severity, and the dominant strain.
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