Motif frequency and evolutionary search times in RNA populations

Michael Stich, Susanna C. Manrubia

Research output: Contribution to journalArticle

Abstract

RNA molecules, through their dual identity as sequence and structure, are an appropriate experimental and theoretical model to study the genotype-phenotype map and evolutionary processes taking place in simple replicator populations. In this computational study, we relate properties of the sequence-structure map, in particular the abundance of a given secondary structure in a random pool, with the number of replicative events that an initially random population of sequences needs to find that structure through mutation and selection. For common structures, this search process turns out to be much faster than for rare structures. Furthermore, search and fixation processes are more efficient in a wider range of mutation rates for common structures, thus indicating that evolvability of RNA populations is not simply determined by abundance. We also find significant differences in the search and fixation processes for structures of same abundance, and relate them with the number of base pairs forming the structure. Moreover, the influence of the nucleotide content of the RNA sequences on the search process is studied. Our results advance in the understanding of the distribution and attainability of RNA secondary structures. They hint at the fact that, beyond sequence length and sequence-to-function redundancy, the mutation rate that permits localization and fixation of a given phenotype strongly depends on its relative abundance and global, in general non-uniform, distribution in sequence space.

Original languageEnglish
Pages (from-to)117-126
Number of pages10
JournalJournal of Theoretical Biology
Volume280
Issue number1
Early online date17 Mar 2011
DOIs
Publication statusPublished - 7 Jul 2011

Fingerprint

RNA
Mutation Rate
mutation
Theoretical Models
Population
Phenotype
Fixation
Base Pairing
Mutation
Nucleotides
nucleotides
Genotype
Redundancy
phenotype
nucleotide sequences
Evolvability
RNA Secondary Structure
Molecules
Sequence Space
Secondary Structure

Keywords

  • genotype-phenotype map
  • RNA secondary structure
  • RNA world

Cite this

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Motif frequency and evolutionary search times in RNA populations. / Stich, Michael; Manrubia, Susanna C.

In: Journal of Theoretical Biology, Vol. 280, No. 1, 07.07.2011, p. 117-126.

Research output: Contribution to journalArticle

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