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 |
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Format: | Artikel |
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. |
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ISSN: | 0092-8240 1522-9602 |
DOI: | 10.1007/s11538-015-0131-3 |