Computational Modelling of Metabolic Burden and Substrate Toxicity in Escherichia coli Carrying a Synthetic Metabolic Pathway

In our previous work, we designed and implemented a synthetic metabolic pathway for 1,2,3-trichloropropane (TCP) biodegradation in Escherichia coli. Significant effects of metabolic burden and toxicity exacerbation were observed on single cell and population levels. Deeper understanding of mechanisms underlying these effects is extremely important for metabolic engineering of efficient microbial cell factories for biotechnological processes. In this paper, we present a novel mathematical model of the pathway. The model addresses for the first time the combined effects of toxicity exacerbation and metabolic burden in the context of bacterial population growth. The model is calibrated with respect to the real data obtained with our original synthetically modified E. coli strain. Using the model, we explore the dynamics of the population growth along with the outcome of the TCP biodegradation pathway considering the toxicity exacerbation and metabolic burden. On the methodological side, we introduce a unique computational workflow utilising algorithmic methods of computer science for the particular modelling problem.

Synthetic Metabolic Pathway for the Production of 1-Alkenes from Lignin-derived Molecules

Integration of synthetic metabolic pathways to catabolically diverse chassis provides new opportunities for sustainable production. One attractive scenario is the use of abundant waste material to produce readily collectable product, minimizing production costs. Towards that end, we established the production of semivolatile medium-chain α-olefins from lignin-derived monomers: we constructed 1-undecene synthesis pathway inAcinetobacter baylyiADP1 using ferulate as the sole carbon source. In order to overcome the toxicity of ferulate, we first applied adaptive laboratory evolution, resulting in a highly ferulate-tolerant strain. Next, we demonstrated the 1-undecene production from glucose by heterologously expressing a fatty acid decarboxylase UndA and a thioesterase ‘TesA in the wild type strain. Finally, we constructed the alkene synthesis pathway in the ferulate-tolerant strain. We were able to produce 1-undecene from ferulate and collect the product from the culture headspace without downstream processing. This study demonstrates the potential of bacterial lignin upgradation into value-added products.