鸟苷发酵过程代谢流迁移的分析

以典型的代谢控制发酵产品鸟苷为例说明了一种基于过程参数的相关分析来研究发酵过程中代谢流迁移的方法。通过对发酵过程多参数的相关性分析,结合生物合成代谢途径、氨基酸和有机酸积累的分析,确认了发酵过程代谢流向EMP途径的迁移,认为造成这种代谢流迁移的原因可能是过程铵离子积累。在此基础上,通过对过程参数实时检测分析和及时调整EMP和HMP代谢通量使产率提高了35％。      

苹果酸对L-谷氨酸发酵代谢流迁移的影响

为更全面深入地理解细胞内谷氨酸代谢的调控机制,以黄色短杆菌GDK-9为供试菌株,应用MATLAB软件和代谢流分析方法定量研究添加苹果酸后L-谷氨酸发酵中、后期胞内的代谢流迁移。在L-谷氨酸发酵中、后期添加2．0g／L苹果酸后,合成副产物L-丙氨酸和乳酸的代谢流量明显减少,分别降低了22．1％和16．5％,EMP途径和乙醛酸循环的代谢流分别减少了2．26％和9．09％,HMP途径的代谢流增加了2．26％,而L-谷氨酸生物合成的代谢流从73．59％增长至79．92％,较未添加前提高了6．33％。添加适量苹果酸能使关键节点发生代谢流迁移,提高了L-谷氨酸合成中心代谢途径的代谢流量。     

基于过程参数相关分析的鸟苷发酵过程优化

本文分析鸟苷产生菌枯草芽孢杆菌(Bacilus subtilis)在50L多参数自控发酵罐上的发酵过程特点,基于多种在线及离线参数的检测,通过相关分析将生理调控的工艺参数和生物合成过程中的代谢流分布相联系,发现了发酵过程中的代谢流向糖酵解和TCA循环的迁移,并初步分析了产生代谢流迁移的原因,在此基础上优化发酵过程使产苷水平稳定在30g/L。     

L-异亮氨酸发酵代谢分析

通过在5L自控发酵罐上对L-异亮氨酸的发酵过程进行研究,分析了发酵基本特征,并结合菌体形态及发酵控制参数的变化,指出发酵过程中代谢流流向及代谢平衡和可能存在的代谢流迁移,为进一步发酵条件优化和分阶段控制发酵研究奠定基础。     

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%。     

利用肌苷发酵废液生产酵母的研究

本课题筛选了适宜在肌苷发酵废液中生长的酵母菌,从中选出了生长量最大的ＣＦ菌。并对利用肌苷发酵废液生产该酵母的条件进行了初步研究。     

利用肌苷发酵废液生产单细胞蛋白的研究

我国在利用微生物降解酒精废液、造纸厂废液和味精厂废液等方面已有许多报道,但是,利用肌苷发酵废液作为底物进行单细胞生产还未见报道。同时,提取肌苷后的发酵废液,其营养成份仍很丰富,其中,还原糖含量约为2％,总氮含量为300mg/L～400mg/L,以及一些无机盐。COD值高达186276mg/L。目前,一般肌苷生产厂都将废液排放掉,这不仅严重地污染了环境,而且造成很大的浪费。有鉴于此,本课题进行了菌种的筛选和驯化以及工艺方面的试验。     

乳酸钠促进法夫酵母虾青素合成代谢流作用分析

【目的】研究乳酸钠(一种糖代谢产物)的加入对法夫酵母JMU-VDL668发酵过程中细胞生长和虾青素合成的影响。【方法】分别在摇瓶和7 L发酵罐实验基础上,采用代谢通量分析的方法分析添加乳酸钠对法夫酵母菌株JMU-VDL668合成虾青素代谢流的影响。【结果】在7 L发酵罐实验中添加乳酸钠,虾青素产量最高可达17.70 mg/L,与对照组相比提高26%。代谢通量分析表明,乳酸钠可以调节丙酮酸、乙酰辅酶A节点处的代谢通量分布,乳酸在乳酸脱氢酶的作用下可以直接进入代谢网络的后半程,乙酰辅酶A的通量和进入TCA循环的通量得到了显著加强。【结论】乳酸钠的加入提供了更多的乙酰辅酶A等前体物质和能量供给,因此促进了虾青素的合成。     

Metabolic flux balance analysis during lactate and glucose concomitant consumption in HEK293 cell cultures

At early stages of the exponential growth phase in HEK293 cell cultures, the tricarboxylic acid cycle is unable to process all the amount of NADH generated in the glycolysis pathway, being lactate the main by-product. However, HEK293 cells are also able to metabolize lactate depending on the environmental conditions. It has been recently observed that one of the most important modes of lactate metabolization is the cometabolism of lactate and glucose, observed even during the exponential growth phase. Extracellular lactate concentration and pH appear to be the key factors triggering the metabolic shift from glucose consumption and lactate production to lactate and glucose concomitant consumption. The hypothesis proposed for triggering this metabolic shift to lactate and glucose concomitant consumption is that HEK293 cells metabolize extracellular lactate as a response to both extracellular protons and lactate accumulation, by means of cotransporting them (extracellular protons and lactate) into the cytosol. At this point, there exists a considerable controversy about how lactate reaches the mitochondrial matrix: the first hypothesis proposes that lactate is converted into pyruvate in the cytosol, and afterward, pyruvate enters into the mitochondria; the second alternative considers that lactate enters first into the mitochondria, and then, is converted into pyruvate. In this study, lactate transport and metabolization into mitochondria is shown to be feasible, as evidenced by means of respirometry tests with isolated active mitochondria, including the depletion of lactate concentration of the respirometry assay. Although the capability of lactate metabolization by isolated mitochondria is demonstrated, the possibility of lactate being converted into pyruvate in the cytosol cannot be excluded from the discussion. For this reason, the calculation of the metabolic fluxes for an HEK293 cell line was performed for the different metabolic phases observed in batch cultures under pH controlled and noncontrolled conditions, considering both hypotheses. The main objective of this study is to evaluate the redistribution of cellular metabolism and compare the differences or similarities between the phases before and after the metabolic shift of HEK293 cells (shift observed when pH is not controlled). That is from a glucose consumption/lactate production phase to a glucose-lactate coconsumption phase. Interestingly, switching to a glucose and lactate cometabolization results in a better-balanced cell metabolism, with decreased glucose and amino acids uptake rates, affecting minimally cell growth. This behavior could be applied to further develop new approaches in terms of cell engineering and to develop improved cell culture strategies in the field of animal cell technology.     

Metabolic flux distributions in Penicillium chrysogenum during fed-batch cultivations

Based on a review of the Penicillium chrysogenum biochemistry a stoichiometric model has been set up. The model considers 61 internal fluxes and there are 49 intracellular metabolites which are assumed to be in pseudo-steady state. In addition to the intracellular fluxes the model considers the uptake of 21 amino acids. From the stoichiometric model the maximum theoretical yield of penicillin V is calculated to 0.43 mol/mol glucose. If biosynthesis of cysteine is by direct sulfhydrylation rather than by transsulfuration, the maximum theoretical yield is about 20% higher, i.e., 0.50 mol/mol glucose. The theoretical yield decreases substantially if alpha-aminoadipate is converted to 6-oxo-piperidine-2-carboxylic acid (OPC). If only 40% of the alpha-aminoadipate is recycled, the maximum theoretical yield is 0.31 mol/mol glucose. The uptake rates of glucose, lactate, gamma-aminobutyrate, and 21 amino acids were measured during fed-batch cultivations. The rates of formation of penicillin V, delta-(L-alpha)-aminoadipyl-L-cysteinyl-D-valine (ACV), OPC, and the pool of isopenicillin N, 6-APA, and 8-HPA were also measured. Finally the synthesis rates of the biomass constituents RNA/DNA, protein, lipid, carbohydrate, and amino carbohydrate were measured. From these measured rates and the stoichiometric model the metabolic fluxes through the different intracellular pathways are calculated. The calculations show that penicillin formation is accompanied by a large flux through the pentose phosphate (PP) pathway due to a large requirement for nicotinamide-adenine dinucleotide phosphate (NADPH) used in the biosynthesis of cysteine. If cysteine is added to the medium, the flux through the PP pathway decreases. From the stoichiometric model Y(xATP) is calculated to 87 mmol adenosine triphosphate (ATP)/g dry weight (DW), and from the flux calculations m(ATP) is found to 3 mmol ATP/g DW/h. (c) 1995 John Wiley & Sons, Inc.     

Metabolic flux analysis of cultured hepatocytes exposed to plasma

Hepatic metabolism can be investigated using metabolic flux analysis (MFA), which provides a comprehensive overview of the intracellular metabolic flux distribution. The characterization of intermediary metabolism in hepatocytes is important for all biotechnological applications involving liver cells, including the development of bioartificial liver (BAL) devices. During BAL operation, hepatocytes are exposed to plasma or blood from the patient, at which time they are prone to accumulate intracellular lipids and exhibit poor liver-specific functions. In a prior study, we found that preconditioning the primary rat hepatocytes in culture medium containing physiological levels of insulin, as opposed to the typical supraphysiological levels found in standard hepatocyte culture media, reduced lipid accumulation during subsequent plasma exposure. Furthermore, supplementing the plasma with amino acids restored hepatospecific functions. In the current study, we used MFA to quantify the changes in intracellular pathway fluxes of primary rat hepatocytes in response to low-insulin preconditioning and amino acid supplementation. We found that culturing hepatocytes in medium containing lower physiological levels of insulin decreased the clearance of glucose and glycerol with a concomitant decrease in glycolysis. These findings are consistent with the general notion that low insulin, especially in the presence of high glucagon levels, downregulates glycolysis in favor of gluconeogenesis in hepatocytes. The MFA model shows that, during subsequent plasma exposure, low-insulin preconditioning upregulated gluconeogenesis, with lactate as the primary precursor in unsupplemented plasma, with a greater contribution from deaminated amino acids in amino acid-supplemented plasma. Concomitantly, low-insulin preconditioning increased fatty acid oxidation, an effect that was further enhanced by amino acid supplementation to the plasma. The increase in fatty acid oxidation reduced intracellular triglyceride accumulation. Overall, these findings are consistent with the notion that the insulin level in medium culture presets the metabolic machinery of hepatocytes such that it directly impacts on their metabolic behavior during subsequent plasma culture.     

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。     

Metabolic flux analysis ofBeijerinckia indica for PS-7 production

In order to investigate central metabolic changes inBeijerinckia indica, cells were grown on different carbon sources and intracellular flux distributions were studied under varying concentrations of nitrogen. Metabolic fluxes were estimated by combining material balances with extracellular substrate uptake rate, biomass formation rate, and exopolysaccharide (EPS) accumulation rate. Thirty-one metabolic reactions and 30 intracellular metabolites were considered for the flux analysis. The results revealed that most of the carbon source was directed into the Entner-Doudoroff pathway, followed by the recycling of triose-3-phosphate back to Hexose-6-phosphate. The pentose phosphate pathway was operated at a minimal level to supply the precursors for biomass formation. The different metabolic behaviors under varying nitrogen concentrations were observed with flux analysis.     

代谢流量比率分析及其在代谢工程中的应用

细胞内代谢反应流量在系统理解细胞代谢特性和指导代谢工程改造等方面都起着重要的作用。由于代谢流量难以直接测量得到,在很多情况下通过跟踪稳定同位素在代谢网络中的转移并进行相应的模型计算能有效地定量代谢流量。代谢流量比率分析法能够高度体现系统的生物化学真实性、辨别细胞代谢网络的拓扑结构,并且能够相对简单快速地定量反应速率等,因此受到代谢工程研究者越来越多的重视。以下着重介绍并讨论了利用代谢物同位体分布信息分析关键代谢节点合成途径的流量比率、基于流量比率的代谢流量解析、以及应用于代谢工程等的相关原理、实验测量、数据分析、使用条件等,以期充分发挥代谢流量比率分析法的优势,并将其拓展推广至更多细胞体系的代谢特性阐明和代谢工程改造中去。     

Metabolic flux analysis with a comprehensive isotopomer model in Bacillus subtilis

Fluxes in central carbon metabolism of a genetically engineered, riboflavin-producing Bacillus subtilis strain were investigated in glucose-limited chemostat cultures at low (0.11 h(-1)) and high (0.44 h(-1)) dilution rates. Using a mixture of 10% [U-(13)C] and 90% glucose labeled at natural abundance, (13)C-labeling experiments were carried out to provide additional information for metabolic flux balancing. The resulting labeling pattern in the proteinogenic amino acids were analyzed by two-dimensional [(13)C, (1)H] nuclear magnetic resonance (NMR) spectroscopy. To account rigorously for all available data from these experiments, we developed a comprehensive isotopomer model of B. subtilis central metabolism. Using this model, intracellular carbon net and exchange fluxes were estimated on the basis of validated physiological data and biomass composition in combination with 2D NMR data from 45 individual carbon atom spectra in the amino acids. Glucose catabolism proceeded primarily via glycolysis but pentose phosphate pathway fluxes increased with increasing growth rate. Moreover, significant back fluxes from the TCA cycle to the lower part of glycolysis via the gluconeogenic PEP carboxykinase were detected. The malic enzyme reaction, in contrast, was found to be inactive. A thorough statistical analysis was performed to prove the reliability of the isotopomer balance model and the obtained results. Specifically, a chi(2) test was applied to validate the model and the chi-square criterion was used to explore the sensitivity of model predictions to the experimental data.     

Metabolic flux analysis for succinic acid production by recombinant Escherichia coli with amplified malic enzyme activity

A pfl ldhA double mutant Escherichia coli strain NZN111 was used to produce succinic acid by overexpressing the E. coli malic enzyme. Escherichia coli strain NZN111 harboring pTrcML produced 6 and 8 g/L of succinic acid from 20 g/L of glucose in flask culture at 37 degrees C and 30 degrees C, respectively. When NZN111(pTrcML) was cultured at 30 degrees C with intermittent glucose feeding the final succinic acid concentration obtained was 9.5 g/L and the ratio of succinic acid to acetic acid was 13:1. This system could not be analyzed by conventional metabolic flux analysis techniques, since some pyruvate and succinic acid were accumulated intracellularly. Therefore, a new flux analysis method was proposed by introducing intracellular pyruvate and succinic acid pools. By this new method the concentrations of intracellular metabolites were successfully predicted and the differences between the measured and calculated reaction rates could be considerably reduced.