Department of Chemical and Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.
PLoS Pathog. 2010 Jul 29;6(7):e1001025. doi: 10.1371/journal.ppat.1001025.
Salmonella enterica serovar Typhimurium is a common food-borne pathogen that induces inflammatory diarrhea and invades intestinal epithelial cells using a type three secretion system (T3SS) encoded within Salmonella pathogenicity island 1 (SPI1). The genes encoding the SPI1 T3SS are tightly regulated by a network of interacting transcriptional regulators involving three coupled positive feedback loops. While the core architecture of the SPI1 gene circuit has been determined, the relative roles of these interacting regulators and associated feedback loops are still unknown. To determine the function of this circuit, we measured gene expression dynamics at both population and single-cell resolution in a number of SPI1 regulatory mutants. Using these data, we constructed a mathematical model of the SPI1 gene circuit. Analysis of the model predicted that the circuit serves two functions. The first is to place a threshold on SPI1 activation, ensuring that the genes encoding the T3SS are expressed only in response to the appropriate combination of environmental and cellular cues. The second is to amplify SPI1 gene expression. To experimentally test these predictions, we rewired the SPI1 genetic circuit by changing its regulatory architecture. This enabled us to directly test our predictions regarding the function of the circuit by varying the strength and dynamics of the activating signal. Collectively, our experimental and computational results enable us to deconstruct this complex circuit and determine the role of its individual components in regulating SPI1 gene expression dynamics.
肠炎沙门氏菌血清型鼠伤寒是一种常见的食源性病原体,它通过沙门氏菌致病性岛 1(SPI1)内编码的 III 型分泌系统(T3SS)诱导炎症性腹泻并侵袭肠道上皮细胞。编码 SPI1 T3SS 的基因受到涉及三个耦合正反馈回路的相互作用转录调节因子网络的严格调控。虽然已经确定了 SPI1 基因电路的核心架构,但这些相互作用的调节因子和相关反馈回路的相对作用仍然未知。为了确定该电路的功能,我们在多个 SPI1 调节突变体中以群体和单细胞分辨率测量了基因表达动力学。利用这些数据,我们构建了 SPI1 基因电路的数学模型。该模型的分析预测,该电路具有两个功能。第一个功能是对 SPI1 激活设置阈值,确保仅在适当的环境和细胞信号组合下表达编码 T3SS 的基因。第二个功能是放大 SPI1 基因表达。为了实验验证这些预测,我们通过改变其调节结构对 SPI1 遗传电路进行了重新布线。这使我们能够通过改变激活信号的强度和动态,直接测试我们关于电路功能的预测。总的来说,我们的实验和计算结果使我们能够解构这个复杂的电路,并确定其单个组件在调节 SPI1 基因表达动力学中的作用。