Abstract
Some of the most metabolically diverse species of bacteria (e.g., Actinobacteria) have higher GC content in their DNA, differ substantially in codon usage, and have distinct protein folding environments compared to tractable expression hosts like Escherichia coli. Consequentially, expressing biosynthetic gene clusters (BGCs) from these bacteria in E. coli often results in a myriad of unpredictable issues with regard to protein expression and folding, delaying the biochemical characterization of new natural products. Current strategies to achieve soluble, active expression of these enzymes in tractable hosts can be a lengthy trial-and-error process. Cell-free expression (CFE) has emerged as a valuable expression platform as a testbed for rapid prototyping expression parameters. Here, we use a type III polyketide synthase from Streptomyces griseus, RppA, which catalyzes the formation of the red pigment flaviolin, as a reporter to investigate BGC refactoring techniques. We applied a library of constructs with different combinations of promoters and rppA coding sequences to investigate the synergies between promoter and codon usage. Subsequently, we assess the utility of cell-free systems for prototyping these refactoring tactics prior to their implementation in cells. Overall, codon harmonization improves natural product synthesis more than traditional codon optimization across cell-free and cellular environments. More importantly, the choice of coding sequences and promoters impact protein expression synergistically, which should be considered for future efforts to use CFE for high-yield protein expression. The promoter strategy when applied to RppA was not completely correlated with that observed with GFP, indicating that different promoter strategies should be applied for different proteins. In vivo experiments suggest that there is correlation, but not complete alignment between expressing in cell free and in vivo. Refactoring promoters and/or coding sequences via CFE can be a valuable strategy to rapidly screen for catalytically functional production of enzymes from BCGs, which advances CFE as a tool for natural product research.
Original language | English |
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Article number | 12983 |
Journal | Scientific Reports |
Volume | 14 |
Issue number | 1 |
DOIs | |
State | Published - Dec 2024 |
Funding
This work was supported by the University of Tennessee-Knoxville, the University of Tennessee-Oak Ridge Innovation Institute Science Alliance, the National Institutes of Health (R15GM145182), and the University of Sydney to C.B.B. C.B.B. is a member of the University of Sydney Drug Discovery Initiative, the University of Sydney Infectious Diseases Institute, and the University of Sydney Nanoscience Institute. This research was sponsored by the Genomic Science Program, US. Department of Energy, Office of Science, Biological, and Environmental Research as part of the Plant Microbe Interfaces Scientific Focus Area ( http://pmi.ornl.gov ). Oak Ridge National Laboratory is managed by UT-Battelle, LLC, for the Department of Energy under contract DE-AC05099OR2725. This manuscript has been authored by UT-Battelle, LLC under Contract DA-AC05-00OR2275 with the U.S. Department of Energy. The United States Government retains a nonexclusive, paid-up, irrevocable worldwide license to publish or reproduce the published form of this manuscript or allow others to do so, for United States Government purposes. The Department of Energy will provide public access to these results of federally sponsored research in accordance with the DOE Access plan (ttp://energy.gov/downloads/doe-public-access-plan). J.L.N.D. and T.T.S. were supported by University of Tennessee-Oak Ridge Innovation Institute Science Alliance Graduate-Advancement, Training, and Education (GATE) fellowships. G.A., J.W.B., D.S.G., and E.G., were supported by the Advanced Undergraduate Research Activity (AURA) fellowships from the University of Tennessee-Knoxville Office of Undergraduate Research and Fellowships. M.S. was supported by a Summer Research Training (SmART) summer internship from the UT-Oak Ridge Innovation Institute (UT-ORII).