Eigen's Paradox and the Quasispecies Model in a Non-Archimedean Framework

TL;DR

This paper introduces a p-adic generalization of the Eigen-Schuster model, analyzing long-term evolutionary scenarios and Eigen's paradox through a rigorous mathematical framework involving p-adic wavelets and heat kernels.

Contribution

It develops a novel p-adic model of genome evolution, providing a mathematical formulation and analysis of Eigen's paradox within this framework.

Findings

Two asymptotic scenarios for evolution based on sequence complexity

Long-term survival depends on the growth rate of genome complexity

Eigen's paradox emerges as a possible long-term evolutionary outcome

Abstract

In this article we present a new p-adic generalization of the Eigen-Schuster model where the genomes (sequences) are represented by words written in the alphabet 0,1,,p-1, where p is a prime number, with a time variable length. The time evolution of the concentration of a sequence is controlled by a p-adic evolution equation. The long term behavior of the concentration of a sequence depends on a fitness function f, a mutation measure Q, and an initial concentration distribution. The new model provides essentially two types of asymptotic scenarios for evolution. If the complexity of sequences grows at the right pace, then in the long term the survival is assured. This agrees with the fact that larger genome size improves the replication fidelity. In other case, the sequences cannot copy themselves with sufficiently fidelity, and in the long term they will not survive. Eigen's paradox is one, among the infinitely many, possible scenarios of the evolution in the long term. The mathematical formulation of this fact requires solving the Cauchy problem for the p-adic Eigen-Schuster model in a rigorous mathematical way. This requires imposing restrictions on the fitness function and on the mutation measure, among other conditions. The study of the mentioned initial value problem requires techniques of p-adic wavelets and heat kernels developed in the last 35 years.