Stochastic reversal of deterministic selection in epidemic strain competition
Enrique C. Gabrick, Ana Luiza de Moraes, Ervin K. Lenzi, Iberê L. Caldas
TLDR
Stochastic effects can reverse deterministic selection in epidemic strain competition, drastically reducing fixation times from years to days.
Key contributions
- Stochastic fluctuations can reverse the deterministic advantage in epidemic strain competition.
- Stochasticity drastically reduces strain fixation times from years to mere days.
- Fixation time non-linearly depends on noise intensity and distance from quasi-neutrality.
- Interprets strain competition as dynamical evolution around an effective potential barrier.
Why it matters
This paper reveals that classical deterministic models for epidemic strain competition are insufficient. It highlights the critical role of stochasticity in determining strain dominance and fixation times, even far from neutrality. This fundamentally changes our understanding of how competing pathogens evolve and spread.
Original Abstract
Different strains competing for a common pool of susceptible individuals is a key problem in mathematical epidemiology. To address this problem, we investigate a two-strain model within a Susceptible-Infected-Recovered (SIR) framework. While classical deterministic theory predicts that the basic reproduction number fully determines selection, we show that stochastic effects play a key role in the dynamics. We discover that stochastic fluctuations can reverse the deterministic advantage even far from the quasi-neutral regime. Further, we find that stochasticity drastically reduces fixation times from years, in the deterministic case, to days. The fixation time is non-linearly proportional to the noise intensity and the distance from the quasi-neutral regime, following a universal rule obtained from a scaling law. The nature of the problem and the equations allow us to interpret the competition as a dynamical evolution around an effective potential, with the potential barrier corresponding to the unstable manifold associated with the coexistence. Even in a stable situation of dominance of one strain, the noise can induce crossings through the potential. We find that the reversal can occur even far from the quasi-neutral regime with significant probability.
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