Literature DB >> 33405218

Automated Biocircuit Design with SYNBADm.

Irene Otero-Muras1, Julio R Banga.   

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.

Entities:  

Keywords:  Automated design; Biological parts; Global optimization; Mixed Integer Nonlinear Programming; Multi-objective optimization; Synthetic biology; Trade-offs

Year:  2021        PMID: 33405218     DOI: 10.1007/978-1-0716-1032-9_4

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  10 in total

1.  Towards programming languages for genetic engineering of living cells.

Authors:  Michael Pedersen; Andrew Phillips
Journal:  J R Soc Interface       Date:  2009-04-15       Impact factor: 4.118

Review 2.  A new frontier in synthetic biology: automated design of small RNA devices in bacteria.

Authors:  Guillermo Rodrigo; Thomas E Landrain; Shensi Shen; Alfonso Jaramillo
Journal:  Trends Genet       Date:  2013-07-23       Impact factor: 11.639

Review 3.  Computational design tools for synthetic biology.

Authors:  Mario A Marchisio; Jörg Stelling
Journal:  Curr Opin Biotechnol       Date:  2009-09-14       Impact factor: 9.740

4.  Automated Design Framework for Synthetic Biology Exploiting Pareto Optimality.

Authors:  Irene Otero-Muras; Julio R Banga
Journal:  ACS Synth Biol       Date:  2017-04-12       Impact factor: 5.110

5.  SYNBADm: a tool for optimization-based automated design of synthetic gene circuits.

Authors:  Irene Otero-Muras; David Henriques; Julio R Banga
Journal:  Bioinformatics       Date:  2016-07-08       Impact factor: 6.937

6.  Evolutionary tradeoffs between economy and effectiveness in biological homeostasis systems.

Authors:  Pablo Szekely; Hila Sheftel; Avi Mayo; Uri Alon
Journal:  PLoS Comput Biol       Date:  2013-08-08       Impact factor: 4.475

7.  Design Principles of Biological Oscillators through Optimization: Forward and Reverse Analysis.

Authors:  Irene Otero-Muras; Julio R Banga
Journal:  PLoS One       Date:  2016-12-15       Impact factor: 3.240

8.  Scaling up genetic circuit design for cellular computing: advances and prospects.

Authors:  Yiyu Xiang; Neil Dalchau; Baojun Wang
Journal:  Nat Comput       Date:  2018-10-05       Impact factor: 1.690

9.  OptCircuit: an optimization based method for computational design of genetic circuits.

Authors:  Madhukar S Dasika; Costas D Maranas
Journal:  BMC Syst Biol       Date:  2008-03-03

10.  Multicriteria global optimization for biocircuit design.

Authors:  Irene Otero-Muras; Julio R Banga
Journal:  BMC Syst Biol       Date:  2014-09-24
  10 in total

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