Diao Junchen, Charlebois Daniel A, Nevozhay Dmitry, Bódi Zoltán, Pál Csaba, Balázsi Gábor
Department of Systems Biology, The University of Texas MD Anderson Cancer Center , Unit 950, 7435 Fannin Street, Houston, Texas 77054, United States.
The Louis and Beatrice Laufer Center for Physical & Quantitative Biology, Stony Brook University , 115C Laufer Center, Z-5252, Stony Brook, New York 11794, United States.
ACS Synth Biol. 2016 Jul 15;5(7):619-31. doi: 10.1021/acssynbio.5b00154. Epub 2016 May 4.
Synthetic biology aims to design new biological systems for predefined purposes, such as the controlled secretion of biofuels, pharmaceuticals, or other chemicals. Synthetic gene circuits regulating an efflux pump from the ATP-binding cassette (ABC) protein family could achieve this. However, ABC efflux pumps can also drive out intracellular inducer molecules that control the gene circuits. This will introduce an implicit feedback that could alter gene circuit function in ways that are poorly understood. Here, we used two synthetic gene circuits inducible by tetracycline family molecules to regulate the expression of a yeast ABC pump (Pdr5p) that pumps out the inducer. Pdr5p altered the dose-responses of the original gene circuits substantially in Saccharomyces cerevisiae. While one aspect of the change could be attributed to the efflux pumping function of Pdr5p, another aspect remained unexplained. Quantitative modeling indicated that reduced regulator gene expression in addition to efflux pump function could fully explain the altered dose-responses. These predictions were validated experimentally. Overall, we highlight how efflux pumps can alter gene circuit dynamics and demonstrate the utility of mathematical modeling in understanding synthetic gene circuit function in new circumstances.
合成生物学旨在为预定义目的设计新的生物系统,例如生物燃料、药物或其他化学品的可控分泌。调节来自ATP结合盒(ABC)蛋白家族的外排泵的合成基因回路可以实现这一目标。然而,ABC外排泵也可以排出控制基因回路的细胞内诱导分子。这将引入一种隐性反馈,可能以人们知之甚少的方式改变基因回路功能。在这里,我们使用了两个由四环素家族分子诱导的合成基因回路来调节酵母ABC泵(Pdr5p)的表达,该泵可排出诱导剂。在酿酒酵母中,Pdr5p显著改变了原始基因回路的剂量反应。虽然这种变化的一个方面可归因于Pdr5p的外排泵功能,但另一个方面仍无法解释。定量建模表明,除了外排泵功能外,调节基因表达的降低可以完全解释剂量反应的改变。这些预测通过实验得到了验证。总体而言,我们强调了外排泵如何改变基因回路动力学,并展示了数学建模在理解新环境下合成基因回路功能方面的实用性。