Microbial Cell Factories · 2015 · 26 citations · 63 references
Life SciencesBiochemistryMolecular BiologyMetabolic EngineeringMetabolismMicrobial MetabolismMetabolic Pathway AnalysisMetabolic Pathway EngineeringMicrobial Metabolite ProductionRedox MetabolismSystems Metabolic EngineeringAntioxidant MetabolitesCarotenoid BiosynthesisCellular Oxidative Stress ResponseCellular Response To Oxidative StressMetabolic Engineering For Pigment ProductionMethylerythritol Phosphate PathwayOxidative Stress In Metabolism
BACKGROUND: High-throughput screening methods assume that the output measured is representative of changes in metabolic flux toward the desired product and is not affected by secondary phenotypes. However, metabolic engineering can result in unintended phenotypes that may go unnoticed in initial screening. The red pigment lycopene, a carotenoid with antioxidant properties, has been used as a reporter of isoprenoid pathway flux in metabolic engineering for over a decade. Lycopene production is known to vary between wild-type Escherichia coli hosts, but the reasons behind this variation have never been fully elucidated. RESULTS: In an examination of six E. coli strains we observed that strains also differ in their capacity for increased lycopene production in response to metabolic engineering. A combination of genetic complementation, quantitative SWATH proteomics, and biochemical analysis in closely-related strains was used to examine the mechanistic reasons for variation in lycopene accumulation. This study revealed that rpoS, a gene previously identified in lycopene production association studies, exerts its effect on lycopene accumulation not through modulation of pathway flux, but through alteration of cellular oxidative status. Specifically, absence of rpoS results in increased accumulation of reactive oxygen species during late log and stationary phases. This change in cellular redox has no effect on isoprenoid pathway flux, despite the presence of oxygen-sensitive iron-sulphur cluster enzymes and the heavy redox requirements of the methylerythritol phosphate pathway. Instead, decreased cellular lycopene in the ΔrpoS strain is caused by degradation of lycopene in the presence of excess reactive oxygen species. CONCLUSIONS: Our results demonstrate that lycopene is not a reliable indicator of isoprenoid pathway flux in the presence of oxidative stress, and suggest that caution should be exercised when using lycopene as a screening tool in genome-wide metabolic engineering studies. More extensive use of systems biology for strain analysis will help elucidate such unpredictable side-effects in metabolic engineering projects.
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Enzymatic assembly of DNA molecules up to several hundred kilobases
Daniel G. Gibson, Lei Young, Ray-Yuan Chuang et al. · Nature Methods · 2009 · 10.9K citations
Ludovic Gillet, Pedro Navarro, Stephen Tate et al. · Molecular & Cellular Proteomics · 2012 · 3K citations · Full text