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1.
Proc Natl Acad Sci U S A ; 115(1): 222-227, 2018 01 02.
Article in English | MEDLINE | ID: mdl-29255023

ABSTRACT

Unraveling the mechanisms of microbial adaptive evolution following genetic or environmental challenges is of fundamental interest in biological science and engineering. When the challenge is the loss of a metabolic enzyme, adaptive responses can also shed significant insight into metabolic robustness, regulation, and areas of kinetic limitation. In this study, whole-genome sequencing and high-resolution 13C-metabolic flux analysis were performed on 10 adaptively evolved pgi knockouts of Escherichia coliPgi catalyzes the first reaction in glycolysis, and its loss results in major physiological and carbon catabolism pathway changes, including an 80% reduction in growth rate. Following adaptive laboratory evolution (ALE), the knockouts increase their growth rate by up to 3.6-fold. Through combined genomic-fluxomic analysis, we characterized the mutations and resulting metabolic fluxes that enabled this fitness recovery. Large increases in pyridine cofactor transhydrogenase flux, correcting imbalanced production of NADPH and NADH, were enabled by direct mutations to the transhydrogenase genes sthA and pntAB The phosphotransferase system component crr was also found to be frequently mutated, which corresponded to elevated flux from pyruvate to phosphoenolpyruvate. The overall energy metabolism was found to be strikingly robust, and what have been previously described as latently activated Entner-Doudoroff and glyoxylate shunt pathways are shown here to represent no real increases in absolute flux relative to the wild type. These results indicate that the dominant mechanism of adaptation was to relieve the rate-limiting steps in cofactor metabolism and substrate uptake and to modulate global transcriptional regulation from stress response to catabolism.


Subject(s)
Adaptation, Physiological , Directed Molecular Evolution , Energy Metabolism , Escherichia coli Proteins/genetics , Escherichia coli/metabolism , Gene Knockdown Techniques , Glucose-6-Phosphate Isomerase/genetics , Escherichia coli/genetics , Escherichia coli Proteins/metabolism , NADP Transhydrogenase, B-Specific/genetics , NADP Transhydrogenase, B-Specific/metabolism , NADP Transhydrogenases/genetics , NADP Transhydrogenases/metabolism
2.
Metab Eng ; 24: 87-96, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24831708

ABSTRACT

Reducing equivalents are an important cofactor for efficient synthesis of target products. During metabolic evolution to improve succinate production in Escherichia coli strains, two reducing equivalent-conserving pathways were activated to increase succinate yield. The sensitivity of pyruvate dehydrogenase to NADH inhibition was eliminated by three nucleotide mutations in the lpdA gene. Pyruvate dehydrogenase activity increased under anaerobic conditions, which provided additional NADH. The pentose phosphate pathway and transhydrogenase were activated by increased activities of transketolase and soluble transhydrogenase SthA. These data suggest that more carbon flux went through the pentose phosphate pathway, thus leading to production of more reducing equivalent in the form of NADPH, which was then converted to NADH through soluble transhydrogenase for succinate production. Reverse metabolic engineering was further performed in a parent strain, which was not metabolically evolved, to verify the effects of activating these two reducing equivalent-conserving pathways for improving succinate yield. Activating pyruvate dehydrogenase increased succinate yield from 1.12 to 1.31mol/mol, whereas activating the pentose phosphate pathway and transhydrogenase increased succinate yield from 1.12 to 1.33mol/mol. Activating these two pathways in combination led to a succinate yield of 1.5mol/mol (88% of theoretical maximum), suggesting that they exhibited a synergistic effect for improving succinate yield.


Subject(s)
Directed Molecular Evolution , Escherichia coli , Metabolic Engineering , Succinic Acid/metabolism , Escherichia coli/enzymology , Escherichia coli/genetics , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , NAD/genetics , NAD/metabolism , NADP Transhydrogenase, B-Specific/genetics , NADP Transhydrogenase, B-Specific/metabolism , Pentose Phosphate Pathway/genetics , Pyruvate Dehydrogenase Complex/genetics , Pyruvate Dehydrogenase Complex/metabolism
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