Dynamic regulation is an effective strategy for fine-tuning metabolic pathways in order to maximize target product synthesis. However, achieving dynamic and autonomous up- and down-regulation of the metabolic modules of interest simultaneously, still remains a great challenge. In this work, we created an autonomous dual-control (ADC) system, by combining CRISPRi-based NOT gates with novel biosensors of a key metabolite in the pathway of interest. By sensing the levels of the intermediate glucosamine-6-phosphate (GlcN6P) and self-adjusting the expression levels of the target genes accordingly with the GlcN6P biosensor and ADC system enabled feedback circuits, the metabolic flux towards the production of the high value nutraceutical N-acetylglucosamine (GlcNAc) could be balanced and optimized in Bacillus subtilis. As a result, the GlcNAc titer in a 15-l fed-batch bioreactor increased from 59.9 g/l to 97.1 g/l with acetoin production and 81.7 g/l to 131.6 g/l without acetoin production, indicating the robustness and stability of the synthetic circuits in a large bioreactor system. Remarkably, this self-regulatory methodology does not require any external level of control such as the use of inducer molecules or switching fermentation/environmental conditions. Moreover, the proposed programmable genetic circuits may be expanded to engineer other microbial cells and metabolic pathways.
Metabolic engineering facilitates chemical biosynthesis by rewiring cellular resources to produce target compounds. However, an imbalance between cell growth and bioproduction often reduces production efficiency. Genetic code expansion (GCE)-based orthogonal translation systems incorporating non-canonical amino acids (ncAAs) into proteins by reassigning non-canonical codons to ncAAs qualify for balancing cellular metabolism. Here, GCE-based cell growth and biosynthesis balance engineering (GCE-CGBBE) is developed, which is based on titrating expression of cell growth and metabolic flux determinant genes by constructing ncAA-dependent expression patterns. We demonstrate GCE-CGBBE in genome-recoded Escherichia coli Δ321AM by precisely balancing glycolysis and N-acetylglucosamine production, resulting in a 4.54-fold increase in titer. GCE-CGBBE is further expanded to non-genome-recoded Bacillus subtilis to balance growth and N-acetylneuraminic acid bioproduction by titrating essential gene expression, yielding a 2.34-fold increase in titer. Moreover, the development of ncAA-dependent essential gene expression regulation shows efficient biocontainment of engineered B. subtilis to avoid unintended proliferation in nature.
N-acetylneuraminic acid (NeuAc), which has been widely used as a nutraceutical and pharmaceutical intermediate, plays an important role in improving brain development and cognition while enhancing immunity. Bacillus subtilis, generally regarded as a food-safe microorganism, is suitable for developing as a chassis cell for efficient NeuAc synthesis. However, accumulated intermediates can lead to metabolic bottlenecks for NeuAc synthesis. To eliminate the accumulated byproduct N-acetylglucosamine (GlcNAc), the UDP-GlcNAc epimerase pathway without GlcNAc production was first reconstructed and optimized in B. subtilis, resulting in the NeuAc titer increase of 5.9 g/L with GlcNAc elimination. In addition, to reduce another accumulated byproduct N-acetylmannosamine (ManNAc), the directed evolution of N-acetylneuraminic acid synthase and the enhancement of phosphoenolpyruvate supply was implemented. Using this strategy, ManNAc decreased by 46.3%, and the NeuAc titer increased by 54.9%, reaching 7.9 g/L. Finally, the maximum titer of NeuAc in a 3-L fermenter reached 21.8 g/L with a productivity of 0.34 g/L/h.
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