A branching diffusion model of selection: from the neutral Wright-Fisher case to the one including mutations
نویسنده
چکیده
We consider diffusion processes xt on the unit interval. Doobtransformation techniques consist of a selection of xt−paths procedure. The law of the transformed process is the one of a branching diffusion system of particles, each diffusing like a new process x̃t, superposing an additional drift to the one of xt. Killing and/or branching of x̃t−particles occur at some space-dependent rate λ. For this transformed process, so in the class of branching diffusions, the question arises as to whether the particle system is sub-critical, critical or super-critical. In the first two cases, extinction occurs with probability one. We apply this circle of ideas to diffusion processes arising in population genetics. In this setup, the process xt is a Wright-Fisher (WF) diffusion, either neutral or with mutations. We study a particular Doob transform which is based on the exponential function in the usual fitness parameter σ. We have in mind that this is an alternative way to introduce selection or fitness in both WF-like diffusions, leading to branching diffusion models ideas. For this Doob-transform model of fitness, the usual selection drift σx (1− x) should be superposed to the one of xt to form x̃t which is the process that can branch, binarily. In the first neutral case, there is a trade-off between branching events giving birth to new particles and absorption at the boundaries, killing the particles. Under our assumptions, the branching diffusion process gets eventually globally extinct in finite time with exponential tails. In the second case with mutations, there is a trade-off between killing events removing some particles from the system and reflection at the boundaries where the particles survive. This branching diffusion process also gets eventually globally extinct but in very long finite time with power-law tails. Our approach relies on the spectral expansion of the transition probability kernels of both xt and x̃t. Running title: Branching diffusion model of selection.
منابع مشابه
On the Karlin-Kimura approaches to the Wright-Fisher diffusion with fluctuating selection
The goal of this manuscript is a comparative study of two WrightFisher-like diffusion processes on the interval, one due to Karlin and the other one due to Kimura. Each model accounts for the evolution of one two-locus colony undergoing random mating, under the additional action of selection in random environment. In other words, we study the effect of disorder on the usual Wright-Fisher model ...
متن کاملKilling and Branching: Applications to Wright-Fisher Models with or without Selection
We consider nonconservative diffusion processes xt on the unit interval, so with absorbing barriers. Using Doob-transformation techniques involving superharmonic functions, we modify the original process to form a new diffusion process x̃t presenting an additional killing rate part d > 0. We limit ourselves to situations for which x̃t is itself nonconservative with upper bounded killing rate. For...
متن کاملA Logistic Branching Process Alternative to the Wright-Fisher Model
Introduction Most of the theoretical work in population genetics is based on the Wright-Fisher Model (Ewens 1979), which has constant population size and discrete generations. However, most of its analysis has been done using a continuous approximation, in particular, the diffusion approximation of Kimura (1962) and the coalescent analysis of Kingman (1980a,b). The present work considers the ex...
متن کاملThe Ancestral Pedigree of a Branching Process
A logistic (regulated population size) branching process is presented, and compared to a regular branching process and the Wright-Fisher model for properties including the coalescent time and the shape of the coalescent process. The similarity of these properties for the logistic branching process and the Wright-Fisher and regular banching process models indicates that these models are reasonab...
متن کاملGeneralized population models and the nature of genetic drift.
The Wright-Fisher model of allele dynamics forms the basis for most theoretical and applied research in population genetics. Our understanding of genetic drift, and its role in suppressing the deterministic forces of Darwinian selection has relied on the specific form of sampling inherent to the Wright-Fisher model and its diffusion limit. Here we introduce and analyze a broad class of forward-...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2011