Synthetic biology and regulatory networks: where metabolic systems biology meets control engineering

被引:35
作者
He, Fei [1 ]
Murabito, Ettore [2 ]
Westerhoff, Hans V. [2 ,3 ,4 ]
机构
[1] Univ Sheffield, Dept Automat Control & Syst Engn, Sheffield S1 3JD, S Yorkshire, England
[2] Univ Manchester, Manchester Inst Biotechnol, Sch Chem Engn & Analyt Sci, Manchester Ctr Integrat Syst Biol, Manchester M1 7DN, Lancs, England
[3] Univ Amsterdam, Swammerdam Inst Life Sci, Dept Synthet Syst Biol, Sci Pk 904, NL-1098 XH Amsterdam, Netherlands
[4] Vrije Univ Amsterdam, Dept Mol Cell Physiol, Boelelaan 1085, NL-1081 HV Amsterdam, Netherlands
基金
欧盟第七框架计划; 英国生物技术与生命科学研究理事会; 欧盟地平线“2020”;
关键词
systems biology; synthetic biology; metabolic engineering; control engineering; metabolic networks; gene expression regulation; FLUX BALANCE ANALYSIS; GENE-EXPRESSION REGULATION; ESCHERICHIA-COLI; GLYCOLYTIC OSCILLATIONS; TRANSCRIPTIONAL REGULATION; QUANTITATIVE-ANALYSIS; ALLOSTERIC REGULATION; DYNAMIC OPTIMIZATION; PERFECT ADAPTATION; PATHWAY REGULATION;
D O I
10.1098/rsif.2015.1046
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Metabolic pathways can be engineered to maximize the synthesis of various products of interest. With the advent of computational systems biology, this endeavour is usually carried out through in silico theoretical studies with the aim to guide and complement further in vitro and in vivo experimental efforts. Clearly, what counts is the result in vivo, not only in terms of maximal productivity but also robustness against environmental perturbations. Engineering an organism towards an increased production flux, however, often compromises that robustness. In this contribution, we review and investigate how various analytical approaches used in metabolic engineering and synthetic biology are related to concepts developed by systems and control engineering. While trade-offs between production optimality and cellular robustness have already been studied diagnostically and statically, the dynamics also matter. Integration of the dynamic design aspects of control engineering with the more diagnostic aspects of metabolic, hierarchical control and regulation analysis is leading to the new, conceptual and operational framework required for the design of robust and productive dynamic pathways.
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页数:19
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