Protein Synthesis Driven by Dynamical Stochastic Transcription

In this manuscript, we propose a mathematical framework to couple transcription and translation in which mRNA production is described by a set of master equations, while the dynamics of protein density is governed by a random differential equation. The coupling between the two processes is given by...

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Veröffentlicht in:Bulletin of mathematical biology 2016-01, Vol.78 (1), p.110-131
Hauptverfasser: Innocentini, Guilherme C. P., Forger, Michael, Radulescu, Ovidiu, Antoneli, Fernando
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Sprache:eng
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Zusammenfassung:In this manuscript, we propose a mathematical framework to couple transcription and translation in which mRNA production is described by a set of master equations, while the dynamics of protein density is governed by a random differential equation. The coupling between the two processes is given by a stochastic perturbation whose statistics satisfies the master equations. In this approach, from the knowledge of the analytical time-dependent distribution of mRNA number, we are able to calculate the dynamics of the probability density of the protein population.
ISSN:0092-8240
1522-9602
DOI:10.1007/s11538-015-0131-3