Dublanche Yann, Michalodimitrakis Konstantinos, Kümmerer Nico, Foglierini Mathilde, Serrano Luis
European Molecular Biology Laboratory (EMBL), Heildelberg, Germany.
Mol Syst Biol. 2006;2:41. doi: 10.1038/msb4100081. Epub 2006 Aug 1.
Negative feedback loops have been invoked as a way to control and decrease transcriptional noise. Here, we have built three circuits to test the effect of negative feedback loops on transcriptional noise of an autoregulated gene encoding a transcription factor (TF) and a downstream gene (DG), regulated by this TF. Experimental analysis shows that self-repression decreases noise compared to expression from a non-regulated promoter. Interestingly enough, we find that noise minimization by negative feedback loop is optimal within a range of repression strength. Repression values outside this range result in noise increase producing a U-shaped behaviour. This behaviour is the result of external noise probably arising from plasmid fluctuations as shown by simulation of the network. Regarding the target gene of a self-repressed TF (sTF), we find a strong decrease of noise when repression by the sTF is strong and a higher degree of noise anti-correlation between sTF and its target. Simulations of the circuits indicate that the main source of noise in these circuits could come from plasmid variation and therefore that negative feedback loops play an important role in suppressing both external and internal noise. An important observation is that DG expression without negative feedback exhibits bimodality at intermediate TF repression values. This bimodal behaviour seems to be the result of external noise as it can only be found in those simulations that include plasmid variation.
负反馈回路被认为是一种控制和降低转录噪声的方式。在此,我们构建了三个电路,以测试负反馈回路对一个编码转录因子(TF)的自调控基因以及受该TF调控的下游基因(DG)转录噪声的影响。实验分析表明,与非调控启动子的表达相比,自我抑制降低了噪声。有趣的是,我们发现负反馈回路使噪声最小化在一定的抑制强度范围内是最优的。超出此范围的抑制值会导致噪声增加,呈现出U形行为。这种行为可能是由质粒波动引起的外部噪声导致的,如网络模拟所示。关于自我抑制的TF(sTF)的靶基因,我们发现当sTF的抑制作用较强时,噪声会大幅降低,并且sTF与其靶基因之间的噪声反相关性更高。电路模拟表明,这些电路中的主要噪声源可能来自质粒变异,因此负反馈回路在抑制外部和内部噪声方面都起着重要作用。一个重要的观察结果是,没有负反馈的DG表达在中等TF抑制值时呈现双峰性。这种双峰行为似乎是外部噪声的结果,因为它只在那些包含质粒变异的模拟中出现。