Abstract

A balanced and optimized metabolic pathway is the basis for efficient production of a target metabolite. Traditional strategies mostly involve the manipulation of promoters or ribosome‐binding sites, which can encompass long sequences and can be complex to operate. In this work, we found that by changing only the three nucleotides of the initiation codons, expression libraries of reporter proteins RFP, GFP, and lacZ with a large dynamic range and evenly distributed expression levels could be established in Escherichia coli (E. coli). Thus, a novel strategy that uses combinatorial modulation of initial codons (CMIC) was developed for metabolic pathway optimization and applied to the three genes crtZ, crtY, and crtI of the zeaxanthin synthesis pathway in E. coli. The initial codons of these genes were changed to random nucleotides NNN, and the gene cassettes were assembled into vectors via an optimized strategy based on type II restriction enzymes. With minimal labor time, a combinatorial library was obtained containing strains with various zeaxanthin production levels, including a strain with a titer of 6.33 mg/L and specific production value of 1.24 mg/g DCW—a striking 10‐fold improvement over the starting strain. The results demonstrated that CMIC was a feasible technique for conveniently optimizing metabolic pathways. To our best knowledge, this is the first metabolic engineering strategy that relies on manipulating the initiation codons for pathway optimization in E. coli.

Highlights

  • Many natural products are structurally too complex to be econom‐ ically synthesized through purely chemical means, while being present in low quantities in their natural sources (Pitera, Paddon, Newman, & Keasling, 2007; Wu et al, 2016)

  • To determine whether the expression of genes could be gradually modulated by changing their initiation codons and study the rela‐ tionship between expression levels and initiation codons, reporter libraries individually expressing RFP, GFP, and lacZ with randomized NNN initiation codons were constructed in E. coli

  • It was interesting that some of the non‐natural codons had relatively high expression levels, whereby CGC, TGG, AAA, and ACT had 26%–33% of the efficiency of ATG; GGC, ATT, and CAG initiated translation with an efficiency of 7.2%–21.6%; TTT, GTT, ACG, and TAA showed 0.1%–1.5% relative efficiency, while TAC and CAA had nondetectable fluorescence intensity. These results suggested that the randomized NNN initiation codon library had mostly evenly dis‐ tributed expression levels

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Summary

| INTRODUCTION

Many natural products are structurally too complex to be econom‐ ically synthesized through purely chemical means, while being present in low quantities in their natural sources (Pitera, Paddon, Newman, & Keasling, 2007; Wu et al, 2016). Published approaches include the modulation of promoters (Cox, Surette, & Elowitz, 2007; Xu, Rizzoni, Sul, & Stephanopoulos, 2017) and ribosome‐binding sites (RBSs) (Salis, Mirsky, & Voigt, 2009), manipulation of intergenic re‐ gions (Pfleger, Pitera, Smolke, & Keasling, 2006), dynamic promoter regulation (Farmer & Liao, 2000; Xu, Bhan, & Koffas, 2013; Zhang, Carothers, & Keasling, 2012), organelle compartmentalization of pathways (Avalos, Fink, & Stephanopoulos, 2013; Farhi et al, 2011), and modulation of DNA copy numbers (Juminaga et al, 2012) These strategies involved direct employment of regulators and could gen‐ erate a wide dynamic range to benefit for pathway optimization, but they require manipulation of relatively long sequences and can be complex to operate, which makes more convenient strategies highly desirable. The zeaxanthin synthesis pathway containing three gene products was optimized using CMIC to illustrate the applica‐ tion of this novel technique in E. coli

| MATERIALS AND METHODS
| RESULTS AND DISCUSSION
| CONCLUSIONS
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