Hsiao Victoria, Hori Yutaka, Rothemund Paul Wk, Murray Richard M
Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
Applied Physics and Physico-Informatics, Keio University, Yokohama, Kanagawa, Japan.
Mol Syst Biol. 2016 May 17;12(5):869. doi: 10.15252/msb.20156663.
Engineered bacterial sensors have potential applications in human health monitoring, environmental chemical detection, and materials biosynthesis. While such bacterial devices have long been engineered to differentiate between combinations of inputs, their potential to process signal timing and duration has been overlooked. In this work, we present a two-input temporal logic gate that can sense and record the order of the inputs, the timing between inputs, and the duration of input pulses. Our temporal logic gate design relies on unidirectional DNA recombination mediated by bacteriophage integrases to detect and encode sequences of input events. For an E. coli strain engineered to contain our temporal logic gate, we compare predictions of Markov model simulations with laboratory measurements of final population distributions for both step and pulse inputs. Although single cells were engineered to have digital outputs, stochastic noise created heterogeneous single-cell responses that translated into analog population responses. Furthermore, when single-cell genetic states were aggregated into population-level distributions, these distributions contained unique information not encoded in individual cells. Thus, final differentiated sub-populations could be used to deduce order, timing, and duration of transient chemical events.
工程化细菌传感器在人体健康监测、环境化学检测和材料生物合成方面具有潜在应用。虽然长期以来人们一直在设计此类细菌装置以区分输入组合,但它们处理信号时间和持续时间的潜力却被忽视了。在这项工作中,我们展示了一种双输入时序逻辑门,它可以感知并记录输入的顺序、输入之间的时间以及输入脉冲的持续时间。我们的时序逻辑门设计依赖于由噬菌体整合酶介导的单向DNA重组来检测和编码输入事件的序列。对于经过工程改造以包含我们的时序逻辑门的大肠杆菌菌株,我们将马尔可夫模型模拟的预测结果与阶跃输入和脉冲输入的最终群体分布的实验室测量结果进行了比较。尽管单个细胞被设计为具有数字输出,但随机噪声产生了异质的单细胞响应,这些响应转化为模拟的群体响应。此外,当单细胞遗传状态汇总为群体水平分布时,这些分布包含了单个细胞中未编码的独特信息。因此,最终分化的亚群体可用于推断瞬时化学事件的顺序、时间和持续时间。