Ribosome Flow Model on a Ring

Alon Raveh, Yoram Zarai, Michael Margaliot, Tamir Tuller

Research output: Contribution to journalArticlepeer-review

Abstract

The asymmetric simple exclusion process (ASEP) is an important model from statistical physics describing particles that hop randomly from one site to the next along an ordered lattice of sites, but only if the next site is empty. ASEP has been used to model and analyze numerous multiagent systems with local interactions including the flow of ribosomes along the mRNA strand. In ASEP with periodic boundary conditions a particle that hops from the last site returns to the first one. The mean field approximation of this model is referred to as the ribosome flow model on a ring (RFMR). The RFMR may be used to model both synthetic and endogenous gene expression regimes. We analyze the RFMR using the theory of monotone dynamical systems. We show that it admits a continuum of equilibrium points and that every trajectory converges to an equilibrium point. Furthermore, we show that it entrains to periodic transition rates between the sites. We describe the implications of the analysis results to understanding and engineering cyclic mRNA translation in-vitro and in-vivo.

Original languageEnglish
Article number7078877
Pages (from-to)1429-1439
Number of pages11
JournalIEEE/ACM Transactions on Computational Biology and Bioinformatics
Volume12
Issue number6
DOIs
StatePublished - 1 Nov 2015

Keywords

  • Monotone dynamical systems
  • asymmetric simple exclusion process
  • asymptotic stability
  • cyclic mRNA
  • entrainment
  • first integral
  • mRNA translation
  • mean field approximation
  • ribosome flow model

All Science Journal Classification (ASJC) codes

  • Biotechnology
  • Genetics
  • Applied Mathematics

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