Modeling stochastic gene expression under repression.
نویسندگان
چکیده
Intrinsic transcriptional noise induced by operator fluctuations is investigated with a simple spin-like stochastic model. The effects of transcriptional fluctuations in protein synthesis are probed by coupling transcription and translation by an amplificative interaction. In the presence of repression a new term contributes to the noise, which depends on the rate of mRNA production. If the switch decay time is small compared with the mRNA life time, the noise is also small. In general the damping of protein production by a repressive agent occurs linearly but fluctuations can show a maximum at intermediate repression. The discrepancy among the switch decay time, the mRNA degradation, and protein degradation is crucial for the repressive control in translation without large fluctuations. The noise profiles obtained here are in quantitative agreement with recent experiments.
منابع مشابه
Stochastic model reduction using a modified Hill-type kinetic rate law.
In the present work, we address a major challenge facing the modeling of biochemical reaction networks: when using stochastic simulations, the computational load and number of unknown parameters may dramatically increase with system size and complexity. A proposed solution to this challenge is the reduction of models by utilizing nonlinear reaction rate laws in place of a complex multi-reaction...
متن کاملRepression-free utrophin-A 5’UTR variants
Mutation in the dystrophin gene results Duchenne Muscular Dystrophy (DMD), an X-linked fatal neuromuscular disorder. Dystrophin deficiency can be compensated by upregulation of utrophin, an autosomal homologue of dystrophin. But the expression of utrophin in adults is restricted to myotendinous and neuromuscular junctions. Therefore utrophin upregulation throughout the muscle fiber can only be ...
متن کاملA stochastic analysis of autoregulation of gene expression.
This paper analyzes, in the context of a prokaryotic cell, the stochastic variability of the number of proteins when there is a control of gene expression by an autoregulation scheme. The goal of this work is to estimate the efficiency of the regulation to limit the fluctuations of the number of copies of a given protein. The autoregulation considered in this paper relies mainly on a negative f...
متن کاملافزایش بیان اختصاصی ژن Cdk9 بوسیله microRNA-1 بالغ تک رشته در سلول های فیبروبلاست
Abstract Background: MicroRNAs (miRNAs) are endogenous, non-coding short RNAs (~22 nt) that can downregulate gene expression by translational repression, mRNA degradation, or transcriptional repression. miRNA misregulation has been implicated in pathogenic alterations such as cancer. In order to investigate microRNA functions in gene regulation and/or to modulate their expression in pathogenic...
متن کاملNoise propagation in synthetic gene circuits for metabolic control.
Dynamic control of enzyme expression can be an effective strategy to engineer robust metabolic pathways. It allows a synthetic pathway to self-regulate in response to changes in bioreactor conditions or the metabolic state of the host. The implementation of this regulatory strategy requires gene circuits that couple metabolic signals with the genetic machinery, which is known to be noisy and on...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Journal of mathematical biology
دوره 55 3 شماره
صفحات -
تاریخ انتشار 2007