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Published July 2015 | public
Book Section - Chapter

A Stochastic Model for Genomic Interspersed Duplication

Abstract

Mutation processes such as point mutation, insertion, deletion, and duplication (including tandem and interspersed duplication) have an important role in evolution, as they lead to genomic diversity, and thus to phenotypic variation. In this work, we study the expressive power of interspersed duplication, i.e., its ability to generate diversity, via a simple but fundamental stochastic model, where the length and the location of the substring that is duplicated and the point of insertion of the copy are chosen randomly. We investigate the properties of the set of high-probability sequences in these stochastic systems. In particular we provide results regarding the asymptotic behavior of frequencies of symbols and strings in a sequence evolving through interspersed duplication. The study of such systems is an important step towards the design and analysis of more realistic and sophisticated models of genomic mutation processes.

Additional Information

© 2015 IEEE. This work was supported in part by the NSF Expeditions in Computing Program (The Molecular Programming Project).

Additional details

Created:
August 20, 2023
Modified:
October 23, 2023