Characterization of central carbon metabolism of Streptococcus pneumoniae by isotopologue profiling

The metabolism of Streptococcus pneumoniae was studied by isotopologue profiling after bacterial cultivation in chemically defined medium supplemented with [U-(13)C(6)]- or [1,2-(13)C(2)]glucose. GC/MS analysis of protein-derived amino acids showed lack of (13)C label in amino acids that were also essential for pneumococcal growth. Ala, Ser, Asp, and Thr displayed high (13)C enrichments, whereas Phe, Tyr, and Gly were only slightly labeled. The analysis of the labeling patterns showed formation of triose phosphate and pyruvate via the Embden-Meyerhof-Parnas pathway. The labeling patterns of Asp and Thr suggested formation of oxaloacetate exclusively via the phosphoenolpyruvate carboxylase reaction. Apparently, α-ketoglutarate was generated from unlabeled glutamate via the aspartate transaminase reaction. A fraction of Phe and Tyr obtained label via the chorismate route from erythrose 4-phosphate, generated via the pentose phosphate pathway, and phosphoenolpyruvate. Strikingly, the data revealed no significant flux from phosphoglycerate to Ser and Gly but showed formation of Ser via the reverse reaction, namely by hydroxymethylation of Gly. The essential Gly was acquired from the medium, and the biosynthesis pathway was confirmed in experiments using [U-(13)C(2)]glycine as a tracer. The hydroxymethyl group in Ser originated from formate, which was generated by the pyruvate formate-lyase. Highly similar isotopologue profiles were observed in corresponding experiments with pneumococcal mutants deficient in PavA, CodY, and glucose-6-phosphate dehydrogenase pointing to the robustness of the core metabolic network used by these facultative pathogenic bacteria. In conclusion, this study demonstrates the dual utilization of carbohydrates and amino acids under in vitro conditions and identifies the unconventional de novo biosynthesis of serine by pneumococci.     

Responses of the central metabolism in Escherichia coli to phosphoglucose isomerase and glucose-6-phosphate dehydrogenase knockouts

The responses of Escherichia coli central carbon metabolism to knockout mutations in phosphoglucose isomerase and glucose-6-phosphate (G6P) dehydrogenase genes were investigated by using glucose- and ammonia-limited chemostats. The metabolic network structures and intracellular carbon fluxes in the wild type and in the knockout mutants were characterized by using the complementary methods of flux ratio analysis and metabolic flux analysis based on [U-(13)C]glucose labeling and two-dimensional nuclear magnetic resonance (NMR) spectroscopy of cellular amino acids, glycerol, and glucose. Disruption of phosphoglucose isomerase resulted in use of the pentose phosphate pathway as the primary route of glucose catabolism, while flux rerouting via the Embden-Meyerhof-Parnas pathway and the nonoxidative branch of the pentose phosphate pathway compensated for the G6P dehydrogenase deficiency. Furthermore, additional, unexpected flux responses to the knockout mutations were observed. Most prominently, the glyoxylate shunt was found to be active in phosphoglucose isomerase-deficient E. coli. The Entner-Doudoroff pathway also contributed to a minor fraction of the glucose catabolism in this mutant strain. Moreover, although knockout of G6P dehydrogenase had no significant influence on the central metabolism under glucose-limited conditions, this mutation resulted in extensive overflow metabolism and extremely low tricarboxylic acid cycle fluxes under ammonia limitation conditions.     

Dynamic modeling of the central carbon metabolism of Escherichia coli

Application of metabolic engineering principles to the rational design of microbial production processes crucially depends on the ability to describe quantitatively the systemic behavior of the central carbon metabolism to redirect carbon fluxes to the product-forming pathways. Despite the importance for several production processes, development of an essential dynamic model for central carbon metabolism of Escherichia coli has been severely hampered by the current lack of kinetic information on the dynamics of the metabolic reactions. Here we present the design and experimental validation of such a dynamic model, which, for the first time, links the sugar transport system (i.e., phosphotransferase system [PTS]) with the reactions of glycolysis and the pentose-phosphate pathway. Experimental observations of intracellular concentrations of metabolites and cometabolites at transient conditions are used to validate the structure of the model and to estimate the kinetic parameters. Further analysis of the detailed characteristics of the system offers the possibility of studying important questions regarding the stability and control of metabolic fluxes.     

Timing of gene transcription in the galactose utilization system of Escherichia coli

In the natural environment, bacterial cells have to adjust their metabolism to alterations in the availability of food sources. The order and timing of gene expression are crucial in these situations to produce an appropriate response. We used the galactose regulation in Escherichia coli as a model system for understanding how cells integrate information about food availability and cAMP levels to adjust the timing and intensity of gene expression. We simulated the feast-famine cycle of bacterial growth by diluting stationary phase cells in fresh medium containing galactose as the sole carbon source. We followed the activities of six promoters of the galactose system as cells grew on and ran out of galactose. We found that the cell responds to a decreasing external galactose level by increasing the internal galactose level, which is achieved by limiting galactose metabolism and increasing the expression of transporters. We show that the cell alters gene expression based primarily on the current state of the cell and not on monitoring the level of extracellular galactose in real time. Some decisions have longer term effects; therefore, the current state does subtly encode the history of food availability. In summary, our measurements of timing of gene expression in the galactose system suggest that the system has evolved to respond to environments where future galactose levels are unpredictable rather than regular feast and famine cycles.     

重组基因表达对大肠杆菌生理的影响

重组基因在表达外源蛋白质时常常会耗用大量的宿主细胞资源,从而对宿主造成代谢负荷,代谢负荷使得宿主的生化和生理产生很大的变化,甚至损害宿主正常的代谢功能。而过重的代谢负荷会影响目标蛋白的表达量和表达质量。综述了产生代谢负荷的原因,宿主细胞对代谢负荷的应激反应、以及减轻代谢负荷的策略。     

Real-time detection of central carbon metabolism in living Escherichia coli and its response to perturbations

The direct tracking of cellular reactions in vivo has been facilitated with recent technologies that strongly enhance NMR signals in substrates of interest. This methodology can be used to assay intracellular reactions that occur within seconds to few minutes, as the NMR signal enhancement typically fades on this time scale. Here, we show that the enhancement of (13)C nuclear spin polarization in deuterated glucose allows to directly follow the flux of glucose signal through rather extended reaction networks of central carbon metabolism in living Escherichia coli. Alterations in central carbon metabolism depending on the growth phase or upon chemical perturbations are visualized with minimal data processing by instantaneous observation of cellular reactions.     

Environmental dependency of gene knockouts on phenotype microarray analysis in Escherichia coli

Systematic studies have revealed that single gene deletions often display little phenotypic effects under laboratory conditions and that in many cases gene dispensability depends on the experimental conditions. To elucidate the environmental dependency of genes, we analyzed the effects of gene deletions by Phenotype MicroArray? (PM), a system for quantitative screening of thousands of phenotypes in a high-throughput manner. Here, we proposed a new statistical approach to minimize error inherent in measurements of low respiration rates and find which mutants showed significant phenotypic changes in comparison to the wild-type. We show analyzing results from comprehensive PM assays of 298 single-gene knockout mutants in the Keio collection and two additional mutants under 1,920 different conditions. We focused on isozymes of these genes as simple duplications and analyzed correlations between phenotype changes and protein expression levels. Our results revealed divergence of the environmental dependency of the gene among the knockout genes and have also given some insights into possibilities of alternative pathways and availabilities of information on protein synthesis patterns to classify or predict functions of target genes from systematic phenotype screening.     

Metabolic flux profiling of Escherichia coli mutants in central carbon metabolism using GC-MS.

We describe here a novel methodology for rapid diagnosis of metabolic changes, which is based on probabilistic equations that relate GC-MS-derived mass distributions in proteinogenic amino acids to in vivo enzyme activities. This metabolic flux ratio analysis by GC-MS provides a comprehensive perspective on central metabolism by quantifying 14 ratios of fluxes through converging pathways and reactions from [1-13C] and [U-13C]glucose experiments. Reliability and accuracy of this method were experimentally verified by successfully capturing expected flux responses of Escherichia coli to environmental modifications and seven knockout mutations in all major pathways of central metabolism. Furthermore, several mutants exhibited additional, unexpected flux responses that provide new insights into the behavior of the metabolic network in its entirety. Most prominently, the low in vivo activity of the Entner-Doudoroff pathway in wild-type E. coli increased up to a contribution of 30% to glucose catabolism in mutants of glycolysis and TCA cycle. Moreover, glucose 6-phosphate dehydrogenase mutants catabolized glucose not exclusively via glycolysis, suggesting a yet unidentified bypass of this reaction. Although strongly affected by environmental conditions, a stable balance between anaplerotic and TCA cycle flux was maintained by all mutants in the upper part of metabolism. Overall, our results provide quantitative insight into flux changes that bring about the resilience of metabolic networks to disruption.     

产L-苏氨酸重组大肠杆菌的构建和发酵性能

【背景】大肠杆菌由于生长性能优良、遗传背景清晰,常被用作苏氨酸生产菌。【目的】敲除大肠杆菌Escherichia coli THR苏氨酸合成途径的非必需基因,并异源表达苏氨酸合成必需的关键酶,构建一株苏氨酸高产菌株。【方法】利用FLP/FRT重组酶系统,敲除E. coli THR中lysC、pfkB和sstT,同时进行谷氨酸棒杆菌中lysC~(fbr)、thrE和丙酮丁醇梭菌中gapC的重组质粒构建并转化到宿主菌中。【结果】以E. coli THR为出发菌株,敲除其苏氨酸合成途径中表达天冬氨酸激酶Ⅲ (AKⅢ)的基因lysC、磷酸果糖激酶Ⅱ基因pfkB及苏氨酸吸收蛋白表达基因sstT,使菌株积累苏氨酸的产量达到75.64±0.35g/L,比出发菌株增加9.9%。随后异源表达谷氨酸棒杆菌中解除了反馈抑制的天冬氨酸激酶(lysC~(fbr))、苏氨酸分泌转运蛋白(thrE)及丙酮丁醇梭菌中由gapC编码的NADP+依赖型甘油醛-3-磷酸脱氢酶,获得重组菌株E. coli THR6菌株。该菌株积累苏氨酸的产量提高到105.3±0.5 g/L,糖酸转化率提高了43.20%,单位产酸能力提高到5.76 g/g DCW,最大生物量为18.26 g DCW/L。【结论】单独敲除某个基因或改造某个途径不能使苏氨酸大量合成和积累,对多个代谢途径共同改造是构建苏氨酸工程菌的最有效方法。     

过表达氨基葡萄糖脱氨酶对大肠杆菌氨基葡萄糖合成及中心碳代谢的影响

考察过表达氨基葡萄糖脱氨酶对氨基葡萄糖合成及大肠杆菌（Escherichia coli）中心碳代谢的影响。实验结果表明：过表达氨基葡萄糖脱氨酶使得在36 g/L葡萄糖,pH为9.0的发酵条件下,发酵24 h后,重组菌发酵液中氨基葡萄糖、丙酮酸和乙酸的量分别是对照菌Rosetta的2.1、1.48和1.74倍;而乳酸的量为2.53 g/L,对照菌Rosetta发酵液中的乳酸含量未检测到,重组菌发酵液中柠檬酸及α-酮戊二酸的含量分别是Rosetta的2.99和2.73倍。     

大肠杆菌pqqL基因敲除与功能分析

【目的】通过构建大肠杆菌pqqL基因缺陷突变株,研究大肠杆菌pqqL基因的功能。【方法】首先通过PCR扩增得到pqqL基因和kan抗性基因,在体外构建线性打靶片段pqqL-kan-pqqL。然后通过Red同源重组敲除大肠杆菌的pqqL基因,构建大肠杆菌缺失突变体DH5αΔpqqL。在此基础上通过DCIP法检测山梨糖脱氢酶活性来比较大肠杆菌突变株与亲本株中PQQ合成的情况。【结果】成功敲除了大肠杆菌的pqqL基因,DCIP法检测结果显示大肠杆菌pBCP162/DH5αΔpqqL和pMD19T Simple-pqqABCDE/DH5α能够合成PQQ,而大肠杆菌pMD19T Simple-pqqABCDE/DH5αΔpqqL不能合成PQQ。【结论】大肠杆菌pqqL基因和pqqF基因具有同样的功能。     

A kinetic model of the central carbon metabolism for acrylic acid production in Escherichia coli

Acrylic acid is a value-added chemical used in industry to produce diapers, coatings, paints, and adhesives, among many others. Due to its economic importance, there is currently a need for new and sustainable ways to synthesise it. Recently, the focus has been laid in the use of Escherichia coli to express the full bio-based pathway using 3-hydroxypropionate as an intermediary through three distinct pathways (glycerol, malonyl-CoA, and β-alanine). Hence, the goals of this work were to use COPASI software to assess which of the three pathways has a higher potential for industrial-scale production, from either glucose or glycerol, and identify potential targets to improve the biosynthetic pathways yields. When compared to the available literature, the models developed during this work successfully predict the production of 3-hydroxypropionate, using glycerol as carbon source in the glycerol pathway, and using glucose as a carbon source in the malonyl-CoA and β-alanine pathways. Finally, this work allowed to identify four potential over-expression targets (glycerol-3-phosphate dehydrogenase (G3pD), acetyl-CoA carboxylase (AccC), aspartate aminotransferase (AspAT), and aspartate carboxylase (AspC)) that should, theoretically, result in higher AA yields.     

Effect of gene knockouts of l-tryptophan uptake system on the production of l-tryptophan in Escherichia coli

Uptake of l-tryptophan in Escherichia coli was carried out by three distinct permeases, Mtr, TnaB, and AroP, respectively. In the present study, the three genes of l-tryptophan uptake system were knocked out from an l-tryptophan-producing strain of E. coli, respectively. The knockout mutants all showed lower l-tryptophan uptake activities and higher l-tryptophan production than their parent. Among the three genes, the knockout of mtr was most critical for both l-tryptophan uptake and l-tryptophan production. The uptake activity of l-tryptophan of the mtr mutant was 1.5 nmol min^?1 (mg dry weight)^?1, which was decreased by 48% when compared to that of the parent; the production of l-tryptophan of the mtr mutant was 14.7 g/l, which was increased by 34% when compared to that of the parent. Furthermore, the physiological and fermentation characteristics caused by gene knockouts were also analyzed.     

Analysis of metabolic and physiological responses to gnd knockout in Escherichia coli by using C-13 tracer experiment and enzyme activity measurement

The physiological and metabolic responses to gnd knockout in Escherichia coli K-12 was quantitatively investigated by using the (13)C tracer experiment (GC-MS/NMR) together with the enzyme activity analysis. It was shown that the general response to the gene knockout was the local flux rerouting via Entner-Doudoroff pathway and the direction reversing via non-oxidative pentose phosphate pathway (PPP). The mutant was found to direct higher flux to phosphoglucose isomerase reaction as compared to the wild-type, but the respiratory metabolism was comparable in both strains. The anaplerotic pathway catalyzed by malic enzyme was identified in the mutant, which was accompanied with an up-regulation of phosphoenolpyruvate carboxylase and down-regulation of phosphoenolpyruvate carboxykinase. The presented results provide first evidence that compensatory mechanism existed in PPP and anaplerotic pathway in response to the gnd deletion.     

大肠杆菌酪氨酸转运系统基因敲除对酪氨酸生产的影响

酪氨酸是三大芳香族氨基酸之一,广泛用于食品、医药和化工等领域。转运系统工程为代谢工程改造大肠杆菌选育酪氨酸生产菌株提供了一种重要的研究策略。大肠杆菌中酪氨酸胞内转运主要通过aroP和tyrP基因编码的通透酶进行调控。以酪氨酸生产菌株HGXP为出发菌株,利用CRISPR-Cas9技术成功构建了aroP和tyrP基因敲除菌,并通过发酵试验考察了调节转运系统对酪氨酸生产的影响。发酵结果表明,aroP和tyrP基因敲除菌酪氨酸产量分别达到3.74 g/L和3.45 g/L,较出发菌株酪氨酸产量分别提高了19%和10%。对诱导温度进行了优化,结果表明38℃为最佳诱导温度。在3 L发酵罐上进行了补料分批发酵,aroP和tyrP基因敲除菌酪氨酸产量进一步提高至44.5 g/L和35.1 g/L,较出发菌株酪氨酸产量分别提高了57%和24%。研究结果对代谢工程强化大肠杆菌生产酪氨酸具有重要的参考价值。     

N-acetylglucosamine (GlcNAc) induction of hyphal morphogenesis and transcriptional responses in Candida albicans are not dependent on its metabolism

N-acetylglucosamine (GlcNAc) stimulates important signaling pathways in a wide range of organisms. In the human fungal pathogen Candida albicans, GlcNAc stimulates hyphal cell morphogenesis, virulence genes, and the genes needed to catabolize GlcNAc. Previous studies on the GlcNAc transporter (NGT1) indicated that GlcNAc has to be internalized to induce signaling. Therefore, the role of GlcNAc catabolism was examined by deleting the genes required to phosphorylate, deacetylate, and deaminate GlcNAc to convert it to fructose-6-PO(4) (HXK1, NAG1, and DAC1). As expected, the mutants failed to utilize GlcNAc. Surprisingly, GlcNAc inhibited the growth of the nag1Δ and dac1Δ mutants in the presence of other sugars, suggesting that excess GlcNAc-6-PO(4) is deleterious. Interestingly, both hxk1Δ and an hxk1Δ nag1Δ dac1Δ triple mutant could be efficiently stimulated by GlcNAc to form hyphae. These mutants could also be stimulated to express GlcNAc-regulated genes. Because GlcNAc must be phosphorylated by Hxk1 to be catabolized, and also for it to enter the anabolic pathways that form chitin, N-linked glycosylation, and glycosylphosphatidylinositol anchors, the mutant phenotypes indicate that GlcNAc metabolism is not needed to induce signaling in C. albicans. Thus, these studies in C. albicans reveal a novel role for GlcNAc in cell signaling that may also regulate critical pathways in other organisms.