A synthesis flow for digital signal processing with biomolecular reactions

Hua Jiang, Aleksandra P. Kharam, Marc D. Riedel, K. Parhi
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引用次数: 21

Abstract

We present a methodology for implementing digital signal processing (DSP) operations such as filtering with biomolecular reactions. From a DSP specification, we demonstrate how to synthesize biomolecular reactions that produce time-varying output quantities of molecules as a function of time-varying input quantities. Unlike all previous schemes for biomolecular computation, ours produces designs that are dependent only on coarse rate categories for the reactions (“fast” and “slow”). Given such categories, the computation is exact and independent of the specific reaction rates. We implement DSP operations through a self-timed “handshaking” protocol that transfers quantities between molecular types based on the absence of other types. We illustrate our methodology with the design of a simple moving-average filter as well as a more complex biquad filter. We validate our designs through transient stochastic simulations of the chemical kinetics. Although conceptual for the time being, the proposed methodology has potential applications in domains of synthetic biology such as biochemical sensing and drug delivery. We are exploring DNA-based computation via strand displacement as a possible experimental chassis.
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用生物分子反应处理数字信号的合成流程
我们提出了一种实现数字信号处理(DSP)操作的方法,如生物分子反应滤波。从DSP规范,我们演示了如何合成生物分子反应,产生时变输出量的分子作为时变输入量的函数。与之前所有的生物分子计算方案不同,我们的设计只依赖于反应的粗略速率类别(“快”和“慢”)。给定这些类别,计算是精确的,与特定的反应速率无关。我们通过自定时“握手”协议实现DSP操作,该协议在缺乏其他类型的分子类型之间传输数量。我们通过设计一个简单的移动平均滤波器以及一个更复杂的二元滤波器来说明我们的方法。我们通过化学动力学的瞬态随机模拟来验证我们的设计。虽然目前还处于概念阶段,但该方法在生物化学传感和药物传递等合成生物学领域具有潜在的应用前景。我们正在探索基于dna的计算通过链位移作为可能的实验底盘。
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