L-色氨酸生物合成的代谢流量分析

建立了谷氨酸棒杆菌合成L-色氨酸(L-Try)的代谢流量平衡模型,应用该模型计算出发酵中后期的代谢流分布并通过MATLAB软件线性规划得到Try理想代谢流分布。结果表明75．15％的碳架进入糖酵解,24．85％的碳架进入HMP途径;但与理想代谢流相比,应从遗传改造和发酵控制方面降低TCA循环的代谢流,减少副产氨基酸的生成,摸索最适的溶氧控制对提高Try产率至关重要。     

柠檬酸钠对L-组氨酸发酵代谢流分布的影响

目的：建立谷氨酸棒杆菌TL1105生物合成L-组氨酸的代谢网络模型,并进行代谢网络计量分析。方法：通过所构建的L-组氨酸代谢网络模型,利用MATLAB软件计算出添加柠檬酸钠和不添加柠檬酸钠发酵中后期代谢网络的代谢流分布。结果：在L-组氨酸分批发酵过程中,在发酵初期未添加柠檬酸钠的条件下流向戊糖磷酸途径（HMP）的代谢流为9.59,合成组氨酸的代谢流为8.91;在发酵初期添加2g/L柠檬酸钠的条件下流向HMP的代谢流为12.74,合成组氨酸的代谢流为9.61。结论：在发酵初期添加柠檬酸钠能够改变L-组氨酸生物合成途径的关键节点6-磷酸葡萄糖、丙酮酸及乙酰辅酶A的代谢流分布,保持糖酵解途径、三羧酸循环与HMP之间代谢流量平衡,有利于提高L-组氨酸生物合成途径的代谢流量,最终使流向组氨酸的代谢流增加了7.86%。     

谷氨酸棒杆菌TL1105的L-组氨酸生物合成途径分析

目的：对谷氨酸棒杆菌TL1105由葡萄糖生物合成L-组氨酸的代谢途径进行分析,以确定L-组氨酸合成的最佳途径和最大理论产率。方法：运用METATOOL软件对谷氨酸棒杆菌TL1105合成L-组氨酸进行途径分析。结果：确定了L-组氨酸合成的最佳途径,并确定最大理论产率为1．2;通过比较途径分析所获得的基础反应模型,确定了5-磷酸核糖焦磷酸是L-组氨酸合成途径的关键节点,并且确定了谷氨酸的大量合成是L-组氨酸合成的重要前提;添加谷氨酸,L-组氨酸的产量提高了39．2％。结论：以途径分析为指导,改变外界环境因子,L-组氨酸的产量得到显著的提高。     

L-色氨酸生物合成的代谢流量分析

建立了谷氨酸棒杆菌合成L色氨酸(LTry)的代谢流量平衡模型,应用该模型计算出发酵中后期的代谢流分布并通过MATLAB软件线性规划得到Try理想代谢流分布。结果表明75.15%的碳架进入糖酵解,24.85%的碳架进入HMP途径;但与理想代谢流相比,应从遗传改造和发酵控制方面降低 TCA循环的代谢流,减少副产氨基酸的生成,摸索最适的溶氧控制对提高Try产率至关重要。     

黄色短杆菌TK0303的L-亮氨酸生物合成途径分析

应用途径分析方法分析了在拟稳态时黄色短杆菌(Brevibacterium flavum)TK0303由葡萄糖发酵生产L-亮氨酸的代谢途径,确定了L-亮氨酸合成的最佳途径和最大理论产率。通过比较途径分析所获得的反应模型,确定了丙酮酸和乙酰辅酶A是L-亮氨酸合成途径的关键节点。在此基础上改变外界环境因子,强化L-亮氨酸生物合成途径中丙酮酸和乙酰辅酶A两个关键节点的代谢流,以期进一步提高L-亮氨酸产率。结果表明,经过谷氨酸以及醋酸铵的调节,代谢途径流量发生显著变化,L-亮氨酸产量有明显提高。     

L-缬氨酸合成的代谢流量分析

分别测定谷氨酸棒杆菌（Corynebacterium glutamicum）AS1-495及其3个逐个叠加不同遗传标记的突变株AA361、AAT231和AATV341在特定培养时段（26～28h）L缬氨酸等代谢物的胞外浓度,由此计算这一时段这些代谢物在发酵液中积累（或消耗）的速率,分别做出这4株菌在拟稳态下的代谢流量分布图,进而研究育种过程中不同遗传标记的叠加对代谢网络中L-缬氨酸合成流量分布的影响。结果表明遗传标记的引入使流量分配发生了重大变化,节点处的流量分配朝着有利于L缬氨酸合成的方向改变。6-磷酸葡萄糖节点处流入EMP途径和HMP途径的流量分配由17.0∶83.0变为24.3∶75.7;丙酮酸节点处流入L-缬氨酸合成途径和其他途径的流量分配由15.8∶842变为76.7∶23.3/L-缬氨酸合成的分支途径上的流量由最初的5.37增大为37.3,乳酸合成途径的流量从11.1最后降为1.16,L-缬氨酸产量由4g/L提高到24.5 g/L。代谢流量分布的变化趋势与L缬氨酸产量的变化趋势是互相吻合的。以2-噻唑丙氨酸抗性突变（2TAr）和L天冬氨酸氧肟酸盐超敏性突变（LAAHss）有效地进行代谢流遗传导向的事实,在代谢流量分析的层面上,证明结构类似物抗性突变和结构类似物超敏性突变是代谢流导向和设计育种的十分有效的手段,代谢流量分析会成为设计育种的校正方法。     

谷氨酸棒杆菌SYPS-062合成L-丝氨酸的代谢通量分析

以一株由自然界筛选获得的能够利用糖质原料直接产L-丝氨酸的谷氨酸棒杆菌Corynebacterium glutamicum SYPS-062为研究对象,考察了一碳单元循环中的辅因子—叶酸和维生素B12对菌株生长、蔗糖消耗及L-丝氨酸生成的影响,同时对处于对数生长期的菌株进行了代谢流量分析。结果发现,添加扰动因子叶酸和维生素B12对磷酸戊糖途径(HMP)碳流影响较大,碳源主要用于细胞生长及合成能量,而流向目的产物L-丝氨酸的碳流减少。同时在添加维生素B12时,增大了G3P节点的L-丝氨酸合成途径的分流比,但造成三羧酸循环(TCA)的流量不足,需要大量回补,从而限制了产物合成速率的进一步提高。     

L-缬氨酸生物合成中的代谢流量分析

应用流量平衡模型 ,通过物料衡算和MATLAB线性规划方法得到了发酵中后期L 缬氨酸合成过程的代谢流量分步。代谢流分析结果表明 ,在分批培养生成L 缬氨酸的过程中 ,有62 8%的葡萄糖进入糖酵解途径生成L 缬氨酸 ,38 2 %进入HMP途径 ,仅 9 2 %的碳架进入TCA循环。实验条件下的代谢流 (58)与理想代谢流 (92 31 )相比 ,仍应从遗传改造和发酵控制方面降低TCA循环的代谢流 ,减少副产氨基酸的生成来进一步提高缬氨酸的产率。     

不同溶氧条件下L-苏氨酸生物合成菌株的代谢流量分析

[目的]探索L-苏氨酸生物合成机理及影响因素.[方法]建立了大肠杆菌L-苏氨酸的代谢流平衡模型,应用MATLAB软件计算出不同溶氧条件下发酵中后期代谢网络的代谢流分布及理想代谢流分布.[结果]5%溶氧条件下,25.5%碳架进入HMP途径,74.5%碳架进入糖酵解途径,获得33.9%质量转化率;20%溶氧条件下,58.08%碳架进入HMP途径,41.92%碳架进入糖酵解途径,获得46.5%质量转化率;[结论]与理想代谢流(88.23%质量转化率)相比,应从菌种改造和发酵控制方面通过改变6-磷酸葡萄糖异构酶借以增加HMP途径代谢流量,通过增加磷酸烯醇式丙酮酸羧化反应代谢流提高天冬氨酸族合成代谢流,减少TCA循环代谢流量,从而达到减少副产物生成,增加L-苏氨酸生物合成的目的.     

L-精氨酸生物合成的代谢流量分析

建立并完善了谷氨酸棒杆菌GWY020及其2个逐步叠加不同遗传标记的突变株HUI821和GUI089合成L-精氨酸的中心代谢网络.分别测定了它们在特定培养时段(50 h～52 h)L-精氨酸等代谢物的胞外浓度,由此计算这一时段这些代谢物在发酵液中积累(或消耗)的速率,分别作出这3株菌在拟稳态下的代谢流量分布图,进而研究育种过程中不同遗传标记的叠加对代谢网络中L-精氨酸合成流量分布的影响.结果表明遗传标记的引入使流量分配发生了重大变化,节点处的流量分配朝着有利于L-精氨酸合成的方向改变.从代谢流量分析角度上,证明结构类似物抗性和敏感性突变是代谢流导向和设计育种的有效手段,代谢流量分析将成为设计育种的提供新思路.     

Quantitative in vivo nuclear magnetic resonance studies of hybridoma metabolism

Carbon-13 nuclear magnetic resonance (NMR) spectroscopy was used to study the metabolism of a murine hybridoma cell line at two feed glutamine concentrations, 4.0 and 1.7 mM. Carbon-13 labeling patterns were used in conjunction with nutrient uptake rates to calculate the metabolic fluxes through the glycolytic pathway, the pentose shunt, the malate shunt, lipid biosynthesis, and the tricarboxylic acid (TCA) cycle. Decreasing the feed glutamine concentration significantly decreased glutamine uptake but had little effect on glucose metabolism. A significant incrase in antibody productivity occurred upon decreasing the feed glutamine level. The increased antibody productivity in concert with decreased glutamine uptake and no apparent change in glucolytic metabolism suggests that antibody production was not energy limited. Metabolic flux calculations indicate that (1) approximately 92% of the glucose consumed proceeds directly through glycolysis with 8% channeled through the pentose shunt; (2) lipid biosynthesis appears to be greater than malate shunt activity; and (3) considerable exchange occurs between TCA cycle intermediates and amino acid metabolic pools, leading to substantial loss of (13)C label from the TCA cycle. These results illustrate that (13)NMR spectroscopy is a powerfulf tool in the calculation of metabolic fluxes, particularly for exchange pathways where no net flux occurs. (c) 1994 John Wiley & Sons, Inc.     

Metabolic flux analysis for a ppc mutant Escherichia coli based on 13C-labelling experiments together with enzyme activity assays and intracellular metabolite measurements

The physiology and central metabolism of a ppc mutant Escherichia coli were investigated based on the metabolic flux distribution obtained by (13)C-labelling experiments using gas chromatography-mass spectrometry (GC-MS) and 2-dimensional nuclear magnetic resonance (2D NMR) strategies together with enzyme activity assays and intracellular metabolite concentration measurements. Compared to the wild type, its ppc mutant excreted little acetate and produced less carbon dioxide at the expense of a slower growth rate and a lower glucose uptake rate. Consequently, an improvement of the biomass yield on glucose was observed in the ppc mutant. Enzyme activity measurements revealed that isocitrate lyase activity increased by more than 3-fold in the ppc mutant. Some TCA cycle enzymes such as citrate synthase, aconitase and malate dehydrogenase were also upregulated, but enzymes of glycolysis and the pentose phosphate pathway were downregulated. The intracellular intermediates in the glycolysis and the pentose phosphate pathway, therefore, accumulated, while acetyl coenzyme A and oxaloacetate concentrations decreased in the ppc mutant. The intracellular metabolic flux analysis uncovered that deletion of ppc resulted in the appearance of the glyoxylate shunt, with 18.9% of the carbon flux being channeled via the glyoxylate shunt. However, the flux of the pentose phosphate pathway significantly decreased in the ppc mutant.     

13C-metabolic flux analysis of Actinobacillus succinogenes fermentative metabolism at different NaHCO3 and H2 concentrations

Actinobacillus succinogenes naturally produces high concentrations of succinate, a potential intermediary feedstock for bulk chemical productions. A. succinogenes responds to high CO(2) and H(2) concentrations by producing more succinate and by producing less formate, acetate, and ethanol. To determine how intermediary fluxes in A. succinogenes respond to CO(2) and H(2) perturbations, (13)C-metabolic flux analysis was performed in batch cultures at two different NaHCO(3) concentrations, with and without H(2), using a substrate mixture of [1-(13)C]glucose, [U-(13)C]glucose, and unlabeled NaHCO(3). The resulting amino acid, organic acid, and glycogen isotopomers were analyzed by gas chromatography-mass spectrometry and NMR. In all conditions, exchange flux was observed through malic enzyme and/or oxaloacetate decarboxylase. The presence of an exchange flux between oxaloacetate, malate, and pyruvate indicates that, in addition to phosphoenolpyruvate, oxaloacetate, and malate, pyruvate is a fourth node for flux distribution between succinate and alternative fermentation products. High NaHCO(3) concentrations decreased the amount of flux shunted by C(4)-decarboxylating activities from the succinate-producing C(4) pathway to the formate-, acetate-, and ethanol-producing C(3) pathway. In addition, pyruvate carboxylating flux increased in response to high NaHCO(3) concentrations. C(3)-pathway dehydrogenase fluxes increased or decreased appropriately in response to the different redox demands imposed by the different NaHCO(3) and H(2) concentrations. Overall, these metabolic flux changes allowed A. succinogenes to maintain a constant growth rate and biomass yield in all conditions. These results are discussed with respect to A. succinogenes' physiology and to metabolic engineering strategies to increase the flux to succinate.     

敲除富马酸酶基因对E.coli厌氧混合酸发酵的影响

基于基因工程菌生产丁二酸代谢途径,以E.coli BA001(△ldh,△pfl)为出发菌株,利用RED同源重组技术敲除了富马酸酶基因fumB,得到重组菌E.coli BA002(△ldh,△pfl,△fum),通过减少苹果酸生成富马酸的通量,实现苹果酸的积累.实验结果表明:对比E.coli BA001,敲除富马酸酶基因会较大程度地改变丁二酸、乙酸等的分布,在两阶段和专一性厌氧发酵中,丁二酸产率由81％、63％分别下降为76％、54％,E.coli BA002中乙酸有较大幅度的增加,而苹果酸的产量为0.25 g/L;通过外源添加1g/L的苹果酸,发现丁二酸和乙酸的产量进一步增加.实验实现了富马酸酶基因的敲除:一方面使得乙酸产量明显增加,另一方面厌氧主导酶FumB的敲除不能完全阻断厌氧发酵苹果酸到富马酸途径.     

一株丁二酸产生菌的选育及代谢分析

[目的]了解细胞代谢过程,并最终选育出高产突变株,对丁二酸的工业生物转化有重要意义.[方法]在菌株生化及分子鉴定基础上,讨论了菌株的代谢途径,便于实施有针对性的诱变选育,利用矩阵计算了流量分布以及用扰动法分析了代谢节点.[结果]菌株S.JST经鉴定为产丁二酸放线杆菌,酶活检测表明磷酸烯醇式丙酮酸羧激酶、苹果酸脱氢酶在丁二酸代谢过程中具有较高酶活,出发株的流量分布显示副产物乙醇的流量仅次于丁二酸的流量,选育获得的突变株乙醇脱氧酶酶活显著降低,丁二酸与乙醇的流量分别有34%升高与93%的降低,序列分析发现突变株的乙醇脱氢酶酶基因中存在一个突变位点,且生物信息学表明该位点编码的氨基酸序列与该酶的NADH连接活性有联系.[结论]对产丁二酸放线杆菌采用定向选育的方法能够有效改善细胞代谢,并最终提高丁二酸产量.     

Overexpression of isocitrate lyase—glyoxylate bypass influence on metabolism in Aspergillus niger

In order to improve the production of succinate and malate by the filamentous fungus Aspergillus niger the activity of the glyoxylate bypass pathway was increased by over-expression of the isocitrate lyase (icl) gene. The hypothesis was that when isocitrate lyase was up-regulated the flux towards glyoxylate would increase, leading to excess formation of malate and succinate compared to the wild-type. However, metabolic network analysis showed that an increased icl expression did not result in an increased glyoxylate bypass flux. The analysis did show a global response with respect to gene expression, leading to an increased flux through the oxidative part of the TCA cycle. Instead of an increased production of succinate and malate, a major increase in fumarate production was observed.The effect of malonate, a competitive inhibitor of succinate dehydrogenase (SDH), on the physiological behaviour of the cells was investigated. Inhibition of SDH was expected to lead to succinate production, but this was not observed. There was an increase in citrate and oxalate production in the wild-type strain. Furthermore, in the strain with over-expression of icl the organic acid production shifted from fumarate towards malate production when malonate was added to the cultivation medium.Overall, the icl over-expression and malonate addition had a significant impact on metabolism and on organic acid production profiles. Although the expected succinate and malate formation was not observed, a distinct and interesting production of fumarate and malate was found.     

外源添加代谢中间体对产琥珀酸放线杆菌厌氧发酵制备丁二酸的影响

考察了外源添加中间代谢产物对菌体生长及发酵产酸的影响,结果表明添加0.5g/L磷酸烯醇式丙酮酸(PEP)时丁二酸产量最高。围绕产琥珀酸放线杆菌NJ113厌氧发酵产丁二酸的代谢网络进行代谢通量分析,发现添加PEP后己糖磷酸途径(HMP)与糖酵解途径(EMP)的通量比由39.4∶60.3提高至76.8∶22.6,解决了丁二酸合成过程中还原力不足的矛盾,导致PEP生成草酰乙酸的通量提高了23.8%,丁二酸代谢通量从99.8mmol/(gDCW·h)增至124.4mmol/(gDCW·h),而副产物乙酸及甲酸的代谢通量分别降低了22.9%、15.4%;关键酶活分析结果表明,添加0.5g/LPEP后PEP羧化激酶比酶活达到1910U/mg,与对照相比提高了74.7%,而丙酮酸激酶的比酶活降低了67.5%。最终丁二酸浓度为29.1g/L,收率达到76.2%,比未添加PEP时提高了11.0%。     

Shewanella oneidensis MR-1 fluxome under various oxygen conditions

The central metabolic fluxes of Shewanella oneidensis MR-1 were examined under carbon-limited (aerobic) and oxygen-limited (microaerobic) chemostat conditions, using 13C-labeled lactate as the sole carbon source. The carbon labeling patterns of key amino acids in biomass were probed using both gas chromatography-mass spectrometry (GC-MS) and 13C nuclear magnetic resonance (NMR). Based on the genome annotation, a metabolic pathway model was constructed to quantify the central metabolic flux distributions. The model showed that the tricarboxylic acid (TCA) cycle is the major carbon metabolism route under both conditions. The Entner-Doudoroff and pentose phosphate pathways were utilized primarily for biomass synthesis (with a flux below 5% of the lactate uptake rate). The anaplerotic reactions (pyruvate to malate and oxaloacetate to phosphoenolpyruvate) and the glyoxylate shunt were active. Under carbon-limited conditions, a substantial amount (9% of the lactate uptake rate) of carbon entered the highly reversible serine metabolic pathway. Under microaerobic conditions, fluxes through the TCA cycle decreased and acetate production increased compared to what was found for carbon-limited conditions, and the flux from glyoxylate to glycine (serine-glyoxylate aminotransferase) became measurable. Although the flux distributions under aerobic, microaerobic, and shake flask culture conditions were different, the relative flux ratios for some central metabolic reactions did not differ significantly (in particular, between the shake flask and aerobic-chemostat groups). Hence, the central metabolism of S. oneidensis appears to be robust to environmental changes. Our study also demonstrates the merit of coupling GC-MS with 13C NMR for metabolic flux analysis to reduce the use of 13C-labeled substrates and to obtain more-accurate flux values.     

Carbohydrate metabolism in two apple genotypes that differ in malate accumulation

In the apple variety 'Usterapfel', there are two known genotypes, which differ in malic acid content. One hundred days after full bloom, low-acid fruit (LA-fruit) contained 125 micromolg(-1) dry matter (DW) of malate, while the high-acid genotype (HA-fruit) reached levels up to 627 micromolg(-1) DW. There was no difference in the catalytic activity of enzymes involved in malate metabolism, such as PEPcarboxylase, malate dehydrogenase, and NADP malic enzyme. After [14C]glucose incorporation into the excised tissue of either genotype, the organic acid fraction was labeled to approximately the same extent. Furthermore, uptake of [14C]malate was significantly lower in excised tissue of LA-fruit. These findings suggest that low malate content in LA-fruit is the result of a restricted ability to accumulate malate in apple parenchyma cells. The different ability to accumulate malate had a pronounced effect on overall carbon partitioning. However, the rate of respiration and the rate of malate synthesis was similar in both genotypes. In HA-fruit, the glycolytic flux through pyruvate kinase was increased to compensate for the carbon that accumulated in the vacuole as malate. Since malate storage in the LA-fruit was restricted, it was more easily available for gluconeogenesis, and was correlated with a three-times higher activity of PEPcarboxykinase. LA-fruit showed higher concentrations of ATP, which stimulated Glc6P and fructose-6-phosphate formation. The elevated hexosephosphate content led to an enhanced partitioning of carbon into starch (+40%), hemicellulose (+104%), and sucrose (+40%) in more mature fruit. The activation of carbohydrate synthesis resulted in a significant drop in glucose-1-phosphate (Glc1P). To meet the increased demand for Glc1P, the activities of neutral and acid invertase, hexokinase, and phosphoglucomutase were higher in LA-fruit. Glucose was a more versatile substrate for this metabolic route than was fructose. It was also evident that glycolytic flux in apple was dependent on glucose level, and that the reaction catalysed by phosphoglucomutase contributed to the regulation of carbon partitioning between malate and carbohydrate polymers.