Rational design of efficient modular cells
- PMID: 26497627
- DOI: 10.1016/j.ymben.2015.10.005
Rational design of efficient modular cells
Abstract
The modular cell design principle is formulated to devise modular (chassis) cells. These cells can be assembled with exchangeable production modules in a plug-and-play fashion to build microbial cell factories for efficient combinatorial biosynthesis of novel molecules, requiring minimal iterative strain optimization steps. A modular cell is designed to be auxotrophic, containing core metabolic pathways that are necessary but insufficient to support cell growth and maintenance. To be functional, it must tightly couple with an exchangeable production module containing auxiliary metabolic pathways that not only complement cell growth but also enhance production of targeted molecules. We developed a MODCELL (modular cell) framework based on metabolic pathway analysis to implement the modular cell design principle. MODCELL identifies genetic modifications and requirements to construct modular cell candidates and their associated exchangeable production modules. By defining the degree of similarity and coupling metrics, MODCELL can evaluate which exchangeable production module(s) can be tightly coupled with a modular cell candidate. We first demonstrated how MODCELL works in a step-by-step manner for example metabolic networks, and then applied it to design modular Escherichia coli cells for efficient combinatorial biosynthesis of five alcohols (ethanol, propanol, isopropanol, butanol and isobutanol) and five butyrate esters (ethyl butyrate, propyl butyrate, isopropyl butyrate, butyl butyrate and isobutyl butyrate) from pentose sugars (arabinose and xylose) and hexose sugars (glucose, mannose, and galactose) under anaerobic conditions. We identified three modular cells, MODCELL1, MODCELL2 and MODCELL3, that can couple well with Group 1 of modules (ethanol, isobutanol, butanol, ethyl butyrate, isobutyl butyrate, butyl butyrate), Group 2 (isopropanol, isopropyl butyrate), and Group 3 (propanol, isopropanol), respectively. We validated the design of MODCELL1 for anaerobic production of ethanol, butanol, and ethyl butyrate using experimental data available in literature.
Keywords: Alcohols; Elementary mode analysis; Esters; MODCELL; Minimal metabolic functionality; Modular cell.
Copyright © 2015 International Metabolic Engineering Society. Published by Elsevier Inc. All rights reserved.
Similar articles
-
Engineering modular ester fermentative pathways in Escherichia coli.Metab Eng. 2014 Nov;26:77-88. doi: 10.1016/j.ymben.2014.09.006. Epub 2014 Oct 2. Metab Eng. 2014. PMID: 25281839
-
Computational design and analysis of modular cells for large libraries of exchangeable product synthesis modules.Metab Eng. 2021 Sep;67:453-463. doi: 10.1016/j.ymben.2021.07.009. Epub 2021 Jul 30. Metab Eng. 2021. PMID: 34339856
-
Controlling selectivity of modular microbial biosynthesis of butyryl-CoA-derived designer esters.Metab Eng. 2022 Jan;69:262-274. doi: 10.1016/j.ymben.2021.12.001. Epub 2021 Dec 6. Metab Eng. 2022. PMID: 34883244
-
Multivariate modular metabolic engineering for pathway and strain optimization.Curr Opin Biotechnol. 2014 Oct;29:156-62. doi: 10.1016/j.copbio.2014.05.005. Epub 2014 Jun 11. Curr Opin Biotechnol. 2014. PMID: 24927371 Review.
-
Microbial production of butyl butyrate, a flavor and fragrance compound.Appl Microbiol Biotechnol. 2019 Mar;103(5):2079-2086. doi: 10.1007/s00253-018-09603-z. Epub 2019 Jan 18. Appl Microbiol Biotechnol. 2019. PMID: 30659333 Review.
Cited by
-
Exploring complex cellular phenotypes and model-guided strain design with a novel genome-scale metabolic model of Clostridium thermocellum DSM 1313 implementing an adjustable cellulosome.Biotechnol Biofuels. 2016 Sep 6;9(1):194. doi: 10.1186/s13068-016-0607-x. eCollection 2016. Biotechnol Biofuels. 2016. PMID: 27602057 Free PMC article.
-
Automated in vivo enzyme engineering accelerates biocatalyst optimization.Nat Commun. 2024 Apr 24;15(1):3447. doi: 10.1038/s41467-024-46574-4. Nat Commun. 2024. PMID: 38658554 Free PMC article. Review.
-
Characterizing and ranking computed metabolic engineering strategies.Bioinformatics. 2019 Sep 1;35(17):3063-3072. doi: 10.1093/bioinformatics/bty1065. Bioinformatics. 2019. PMID: 30649194 Free PMC article.
-
Opportunities and Challenges for Microbial Synthesis of Fatty Acid-Derived Chemicals (FACs).Front Bioeng Biotechnol. 2021 Jan 26;9:613322. doi: 10.3389/fbioe.2021.613322. eCollection 2021. Front Bioeng Biotechnol. 2021. PMID: 33575251 Free PMC article. Review.
-
Plant Biosystems Design Research Roadmap 1.0.Biodes Res. 2020 Dec 5;2020:8051764. doi: 10.34133/2020/8051764. eCollection 2020. Biodes Res. 2020. PMID: 37849899 Free PMC article. Review.
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources