Department of Bioengineering, Rice University, Houston, Texas, USA.
PLoS Comput Biol. 2012;8(8):e1002672. doi: 10.1371/journal.pcbi.1002672. Epub 2012 Aug 30.
Bacterial chromosomes are organized into polycistronic cotranscribed operons, but the evolutionary pressures maintaining them are unclear. We hypothesized that operons alter gene expression noise characteristics, resulting in selection for or against maintaining operons depending on network architecture. Mathematical models for 6 functional classes of network modules showed that three classes exhibited decreased noise and 3 exhibited increased noise with same-operon cotranscription of interacting proteins. Noise reduction was often associated with a decreased chance of reaching an ultrasensitive threshold. Stochastic simulations of the lac operon demonstrated that the predicted effects of transcriptional coupling hold for a complex network module. We employed bioinformatic analysis to find overrepresentation of noise-minimizing operon organization compared with randomized controls. Among constitutively expressed physically interacting protein pairs, higher coupling frequencies appeared at lower expression levels, where noise effects are expected to be dominant. Our results thereby suggest an important role for gene expression noise, in many cases interacting with an ultrasensitive switch, in maintaining or selecting for operons in bacterial chromosomes.
细菌染色体被组织成多顺反子共转录操纵子,但维持它们的进化压力尚不清楚。我们假设操纵子改变基因表达噪声特征,从而根据网络结构选择维持或不维持操纵子。6 种功能类别的网络模块的数学模型表明,有 3 种类表现出噪声降低,而 3 种类表现出噪声增加,相互作用蛋白的同操纵子共转录。噪声降低通常与达到超敏阈值的机会减少有关。乳糖操纵子的随机模拟表明,转录偶联的预测效应适用于复杂的网络模块。我们采用生物信息学分析方法发现,与随机对照相比,噪声最小化操纵子组织的出现频率更高。在组成型表达的物理相互作用蛋白对中,更高的偶联频率出现在表达水平较低的情况下,此时噪声效应预计占主导地位。因此,我们的研究结果表明,在许多情况下,基因表达噪声与超敏开关相互作用,在维持或选择细菌染色体中的操纵子方面发挥着重要作用。