Suppr超能文献

使用 SYNBADm 进行自动化生物电路设计。

Automated Biocircuit Design with SYNBADm.

机构信息

BioProcess Engineering Group, IIM-CSIC, Spanish National Research Council, Vigo, Spain.

出版信息

Methods Mol Biol. 2021;2229:119-136. doi: 10.1007/978-1-0716-1032-9_4.

Abstract

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.

摘要

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。

相似文献

1
Automated Biocircuit Design with SYNBADm.
Methods Mol Biol. 2021;2229:119-136. doi: 10.1007/978-1-0716-1032-9_4.
2
SYNBADm: a tool for optimization-based automated design of synthetic gene circuits.
Bioinformatics. 2016 Nov 1;32(21):3360-3362. doi: 10.1093/bioinformatics/btw415. Epub 2016 Jul 8.
3
Synthetic Gene Circuit Analysis and Optimization.
Methods Mol Biol. 2021;2189:89-103. doi: 10.1007/978-1-0716-0822-7_8.
4
Multicriteria global optimization for biocircuit design.
BMC Syst Biol. 2014 Sep 24;8:113. doi: 10.1186/s12918-014-0113-3.
5
Automatic design of synthetic gene circuits through mixed integer non-linear programming.
PLoS One. 2012;7(4):e35529. doi: 10.1371/journal.pone.0035529. Epub 2012 Apr 20.
6
IDESS: a toolbox for identification and automated design of stochastic gene circuits.
Bioinformatics. 2023 Nov 1;39(11). doi: 10.1093/bioinformatics/btad682.
7
Automated Design Framework for Synthetic Biology Exploiting Pareto Optimality.
ACS Synth Biol. 2017 Jul 21;6(7):1180-1193. doi: 10.1021/acssynbio.6b00306. Epub 2017 Apr 12.
8
Automated Design of Synthetic Gene Circuits in the Presence of Molecular Noise.
ACS Synth Biol. 2023 Oct 20;12(10):2865-2876. doi: 10.1021/acssynbio.3c00033. Epub 2023 Oct 9.
10
Optimization-based synthesis of stochastic biocircuits with statistical specifications.
J R Soc Interface. 2018 Jan;15(138). doi: 10.1098/rsif.2017.0709.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验