BioProcess Engineering Group, IIM-CSIC, Spanish National Research Council, Vigo, Spain.
Methods Mol Biol. 2021;2229:119-136. doi: 10.1007/978-1-0716-1032-9_4.
SYNBADm is a Matlab toolbox for the automated design of biocircuits using a model-based optimization approach. It enables the design of biocircuits with pre-defined functions starting from libraries of biological parts. SYNBADm makes use of mixed integer global optimization and allows both single and multi-objective design problems. Here we describe a basic protocol for the design of synthetic gene regulatory circuits. We illustrate step-by-step how to solve two different problems: (1) the (single objective) design of a synthetic oscillator and (2) the (multi-objective) design of a circuit with switch-like behavior upon induction, with a good compromise between performance and protein production cost.
SYNBADm 是一个使用基于模型的优化方法自动设计生物电路的 Matlab 工具箱。它可以从生物部件库开始,设计具有预定义功能的生物电路。SYNBADm 利用混合整数全局优化,允许进行单目标和多目标设计问题。在这里,我们描述了一个用于设计合成基因调控电路的基本方案。我们逐步说明了如何解决两个不同的问题:(1) 合成振荡器的(单目标)设计,以及 (2) 在诱导时具有开关样行为的电路的(多目标)设计,在性能和蛋白质生产成本之间取得良好的平衡。