A simple method to determine evaporation and compensate for liquid losses in small-scale cell culture systems

Objectives

Establish a method to indirectly measure evaporation in microwell-based cell culture systems and show that the proposed method allows compensating for liquid losses in fed-batch processes.

Results

A correlation between evaporation and the concentration of Na⁺ was found (R²?=?0.95) when using the 24-well-based miniature bioreactor system (micro-Matrix) for a batch culture with GS-CHO. Based on these results, a method was developed to counteract evaporation with periodic water additions based on measurements of the Na⁺ concentration. Implementation of this method resulted in a reduction of the relative liquid loss after 15 days of a fed-batch cultivation from 36.7?±?6.7% without volume corrections to 6.9?±?6.5% with volume corrections.

Conclusion

A procedure was established to indirectly measure evaporation through a correlation with the level of Na⁺ ions in solution and deriving a simple formula to account for liquid losses.

     

Fuzzy neural network for the control of high cell density cultivation of recombinant Escherichia coli

A five-layer fuzzy neural network (FNN) was developed for the control of fed-batch cultivation of recombinant Escherichia coli JM103 harboring plasmid pUR 2921. The FNN was believed to represent the membership functions of the fuzzy subsets and to implement fuzzy inference using previous experimental data. This FNN was then used for compensating the exponential feeding rate determined by the feedforward control element. The control system is therefore a feedforward-feedback type. The change in pH of the culture broth and the specific growth rate were used as the inputs to FNN to calculate the glucose feeding rate. A cell density of 84 g DWC/l in the fed-batch cultivation of the recombinant E. coli was obtained with this control strategy. Two different FNNs were then employed before and after induction to enhance plasmid-encoded β-galactosidase production. Before induction the specific growth rate was set as 0.31 h⁻¹, while it was changed to 0.1 h⁻¹ after induction. Compared to when only one FNN was used, the residual glucose concentration could be tightly controlled at an appropriate level by employing two FNNs, resulting in an increase in relative activity of β-galactosidase which was about four times greater. The present investigation demonstrates that a feedforward-feedback control strategy with FNN is a promising control strategy for the control of high cell density cultivation and high expression of a target gene in fed-batch cultivation of a recombinant strain.     

Fed-batch cultivation of animal cells using different medium design concepts and feeding strategies

In animal cell cultivation, cell density and product concentration are often low due to the accumulation of toxic end-products such as ammonia and lactate and/or the depletion of essential nutrients. A hybridoma cell line (CRL-1606) was cultivated in T-flasks using a newly devised medium feeding strategy. The goals were to decrease ammonia and lactate formation by the design of an initial medium which would provide a starting environment to achieve optimal cell growth. This was followed by using a stoichiometric equation governing animal cell growth and then designing a supplemental medium for feeding strategy used to control the nutritional environment. The relationship between the stoichiometric demands for glutamine and nonessential amino acids was also studied. Through stoichiometric feeding, nutrient concentrations were controlled reasonably well. Consequently, the specific production rate of lactate was decreased by fourfold compared with conventional fed-batch culture and by 26-fold compared with conventional batch culture. The specific production rate of ammonia was decreased by tenfold compared with conventional fed-batch culture and by 50-fold compared with conventional batch culture. Most importantly, total cell density and monoclonal antibody concentration were increased by five- and tenfold respectively, compared with conventional batch culture. (c) 1994 John Wiley & Sons, Inc.     

Use of fed-batch cultivation for achieving high cell densities for the pilot-scale production of a recombinant protein (phenylalanine dehydrogenase) in Escherichia coli

A fed-batch process for the high cell density cultivation of E. coli TG1 and the production of the recombinant protein phenylalanine dehydrogenase (PheDH) was developed. A model based on Monod kinetics with overflow metabolism and incorporating acetate utilization kinetics was used to generate simulations that describe cell growth, acetate production and reconsumption, and glucose consumption during fed-batch cultivation. Using these simulations a predetermined feeding profile was elaborated that would maintain carbon-limited growth at a growth rate below the critical growth rate for acetate formation (mu < mu(crit)). Two starvation periods are incorporated into the feed profile in order to induce acetate utilization. Cell concentrations of 53 g dry cell weight (DCW)/L were obtained with a final intracellular product concentration of recombinant protein corresponding to approximately 38% of the total cell protein. The yield of PheDH was 129 U/mL with a specific activity of 1.2 U/mg DCW and a maximum product formation rate of 0.41 U/mg DCW x h. The concentration of aectate was maintained below growth inhibitory levels until 3 h before the end of the fermentation when the concentration reached a maximum of 10.7 g/L due to IPTG induction of the recombinant protein.     

Glucose-limited high cell density cultivations from small to pilot plant scale using an enzyme-controlled glucose delivery system

The enzyme controlled substrate delivery cultivation technology EnBase(?) Flo allows a fed-batch-like growth in batch cultures. It has been previously shown that this technology can be applied in small cultivation vessels such as micro- and deep well plates and also shake flasks. In these scales high cell densities and improved protein production for Escherichia coli cultures were demonstrated. This current study aims to evaluate the scalability of the controlled glucose release technique to pilot scale bioreactors. Throughout all scales, that is, deep well plates, 3 L bioreactor and 150 L bioreactor cultivations, the growth was very similar and the model protein, a recombinant alcohol dehydrogenase (ADH) was produced with a high yield in soluble form. Moreover, EnBase Flo also was successfully used as a controlled starter culture in high cell density fed-batch cultivations with external glucose feeding. Here the external feeding pump was started after overnight cultivation with EnBase Flo. Final optical densities in these cultivations reached 120 (corresponding to about 40 g L(-1) dry cell weight) and a high expression level of ADH was obtained. The EnBase cultivation technology ensures a controlled initial cultivation under fed-batch mode without the need for a feeding pump. Because of the linear cell growth under glucose limitation it provides optimal and robust starting conditions for traditional external feed-based processes.     

High-level production of bacillus subtilis glycine oxidase by fed-batch cultivation of recombinant Escherichia coli Rosetta (DE3)

A fed-batch process for the high cell density cultivation of Escherichia coli Rosetta (DE3) and the production of the recombinant protein glycine oxidase (GOX) from Bacillus subtilis was developed. GOX is a deaminating enzyme that shares substrate specificity with d-amino acid oxidase and sarcosine oxidase and has great biotechnological potential. The B. subtilis gene coding for GOX was expressed in E. coli Rosetta under the strong inducible T7 promotor of the pET28a vector. Exponential feeding based on the specific growth rate and a starvation period for acetate utilization was used to control cell growth, acetate production, and reconsumption and glucose consumption during fed-batch cultivation. Expression of GOX was induced at three different cell densities (20, 40, and 60 g . L(-1)). When cells were induced at intermediate cell density, the amount of GOX produced was 20 U . g(-1) cell dry weight and 1154 U . L(-1) with a final intracellular protein concentration corresponding to approximately 37% of the total cell protein concentration. These values were higher than those previously published for GOX expression and also represent a drastic decrease of 26-fold in the cost of the culture medium.     

Gamma-interferon production and quality in stoichiometric fed-batch cultures of Chinese hamster ovary (CHO) cells under serum-free conditions

The application of a stoichiometric medium design approach was studied in fed-batch cultivation of Chinese hamster ovary (CHO) cells. A serum-free medium containing a very low protein concentration (2 mg/L insulin) was developed. A supplemental medium was formulated according to the stoichiometric equation governing cell growth using cell composition obtained from hybridoma cells. Fed-batch culture was conducted in spinner flasks using the supplemental medium for feeding. Significant improvement in cell growth, by-product reduction, and Gamma-Interferon (IFN-gamma) production was achieved as compared to a typical batch culture. Results indicate that the stoichiometric approach, originally developed for hybridoma cultures, is a fast and effective method for cell culture process design and improvement. The glycosylation of IFN-gamma was monitored off-line during the culture process. The accumulative IFN-gamma glycosylation efficiency was slightly improved as compared to that of the batch culture, due to the nutritional control through the stoichiometric feeding. Periodic glucose starvation was observed during the fed-batch culture as a result of the manual feeding. Pulse-chase radiolabeling assay shows that glucose starvation leads to a deteriorated IFN-gamma glycosylation efficiency. (c) 1997 John Wiley & Sons, Inc. Biotechnol Bioeng 56: 577-582, 1997.     

Production of recombinant human interferon-alpha 1 by Escherichia coli using a computer-controlled cultivation process.

Genetically engineered E. coli K12 BMH-71-18 with plasmid PBV-867 was used for constitutive expression of human interferon-alpha 1 (IFN) with a defined medium. A manual, time-based, fed-batch cultivation process produced a cell density of 26.3 g l-1 (OD550 89), an IFN activity of 1.55 x 10(8) IU l-1 and a specific IFN productivity of 0.65 x 10(6) IU g-1. An analysis was conducted to characterize the problems involved in the high density microbial processes of recombinant protein production. The strategy suggested by the analysis is to establish a nutrient feeding profile that improves both the plasmid stability and the overall productivity of IFN. The nutrient feeding procedure developed here was based on the growth dynamics and a glucose consumption model. By using this procedure to continuously supply nutrients during cultivations, cell density reached 58 to 80 g l-1 and the specific IFN productivities of these runs were increased over that of the manual process. Nutrient feeding rates were found to affect the specific IFN productivity substantially. The optimized process achieved an IFN activity of 1.26 x 10(9) IU l-1, a cell density of 58 g l-1 and a specific IFN productivity of 2.2 x 10(7) IU g-1. More significantly, the overall productivity IU l-1 h-1 of the optimized, computer-controlled cultivation process was increased 12.9-fold over that of the manual cultivation process.     

High cell density culture of the diatom Nitzschia laevis for eicosapentaenoic acid production: fed-batch development

A fed-batch process was developed for high cell density culture of the diatom Nitzschia laevis for enhanced production of eicosapentaenoic acid (EPA). Firstly, among the various medium components, glucose (Glu) was identified as the limiting substrate while nitrate (NO₃⁻), tryptone (Tr) and yeast extract (Ye) were found to promote cell growth by enhancing specific growth rate. Therefore, these components were considered essential and were included in the feed medium for subsequent fed-batch cultivation. With the optimized ratio of NO₃⁻:Tr:Ye being 1:2.6:1.3 (by weight), the relative proportions of glucose to the nitrogen sources in the feed were investigated. The optimal ratios of Glu:NO₃⁻ for specific growth rate and EPA productivity were both determined to be 32:1 (by weight). Finally, based on the residual glucose concentration in the culture, a continuous medium feeding strategy for fed-batch fermenter cultivation was developed, with which, the maximal cell dry weight and EPA yield obtained were 22.1 g l⁻¹ and 695 mg l⁻¹, respectively, which were great improvements over those of batch cultures.     

High cell density cultivation of Pseudomonas putida strain HKT554 and its application for optically active sulfoxide production

Culture conditions with Pseudomonas putida strain HKT554, expressing naphthalene dioxygenase, known as the biocatalyst showing wide substrate specificity, were optimized for high cell density cultivation (HCDC). Culture in a medium TK-B modified from that for HCDC of Escherichia coli with glucose fed-batch and dissolved oxygen stat resulted in a high cell density growth of 114 g dry cell/l at 40 h of cultivation. This system was further applied for S-(+)-methyl phenyl sulfoxide (MPSO) production from methyl phenyl sulfide. Addition of nonpolar organic solvent, such as n-hexadecane, greatly enhanced the MPSO production due to the prevention of substrate evaporation, resulting in a MPSO production up to 39 mM in 30 h with a conversion rate of 95.7 mol%.     

Fed-batch cultivation of Wautersia eutropha

Batch kinetics of polyhydroxybutyrate (PHB) synthesis in a bioreactor under controlled conditions of pH and dissolved oxygen gave a biomass of 14 g l(-1) with a PHB concentration of 6.1 g l(-1) in 60 h. The data of the batch kinetics was used to develop a mathematical model, which was then extrapolated to fed-batch by incorporating the dilution due to substrate feeding. Offline computer simulation of the fed-batch model was done to develop the nutrient feeding strategies in the fed-batch cultivation. Fed-batch strategies with constant feeding of only nitrogen and constant feeding of both nitrogen and fructose were tried. Constant feeding strategy for nitrogen and fructose gave a better PHB production rate of 0.56 g h(-1) over the value obtained in batch cultivation (PHB production rate - 0.4 g h(-1)).     

A morphologically structured model for penicillin production.

A morphologically structured model is proposed to describe penicillin production in fed-batch cultivations. The model accounts for the effects of dissolved oxygen on cell growth and penicillin production and variations in volume fractions of abiotic and biotic phases due to biomass formation. Penicillin production is considered to occur in the subapical hyphal cell compartment and to be affected by availability of glucose and oxygen. As it stands, the model provides a wide range of applicability in terms of operating conditions. The model has been tested for various conditions and has given satisfactory results. A series of glucose feeding profiles have been considered to demonstrate the capabilities of the proposed model. It is concluded that the model may be valuable for the interpretation of experimental data collected specifically for metabolic flux analysis during fed-batch cultivation because the elements of measured specific production rates are determined from measurements of the concentrations of the components and their mass balances. The proposed model may be further used for developing control strategies and model order reduction algorithms.     

Astaxanthin production by Phaffia rhodozymaenhanced in fed-batch culture with glucose and ethanol feeding

Of various carbon sources, examined for the cultivation of Phaffia rhodozyma, ethanol enhanced the astaxanthin content but severely decreased growth. Therefore, high cell mass was obtained by glucose fed-batch culture with pH-stat, and the ethanol feeding was performed based on DO-stat. As a result of this two-stage fed-batch cultivation, 30 g dry cells per liter were obtained, and the astaxanthin content reached 0.72 mg/g, which was 2.2-fold higher than that without ethanol feeding.     

表达TNFR-Fc融合蛋白的GS-CHO细胞动态流加培养过程的设计

人肿瘤坏死因子受体Ⅱ-Fc融合蛋白在治疗风湿性、类风湿性关节炎方面拥有广阔的市场前景和巨大的经济价值。本实验以表达TNFR-Fc融合蛋白的GS-CHO细胞为研究对象,结合细胞生长代谢特性和动力学参数分析,以葡萄糖为关键控制参数,通过测定培养上清的葡萄糖浓度对培养过程中的葡萄糖消耗进行及时的预测,调整流加速率,形成了以满足细胞生长代谢需要为基本原则的动态流加培养过程设计模型。在此控制模型指导下,建立了高效的流加培养过程。使最大活细胞密度和最大融合蛋白浓度分别达9.4×106cells/mL和207mg/L,较批次培养分别提高了3.4倍和3倍。本研究所采用的研究方法和控制策略为优化GS-CHO细胞培养过程和TNFR-Fc融合蛋白成功迈向产业化奠定了基础。     

Unstructured model for L-lysine fermentation under controlled dissolved oxygen

An unstructured model was developed for batch cultivation of Corynebacterium lactofermentum (ATCC 21799) under controlled dissolved oxygen. The model is capable of predicting batch experiments performed at various initial substrate concentrations. By extending the batch culture model to a fed-batch model and using a heuristic approach to optimize the fed-batch cultivation, it is shown that fed-batch cultivation is superior to batch operation due to increased productivity at high substrate concentrations.     

A procedure for high-yield spore production by Bacillus subtilis

Bacillus subtilis spores have a number of potential applications, which include their use as probiotics and competitive exclusion agents to control zoonotic pathogens in animal production. The effect of cultivation conditions on Bacillus subtilis growth and sporulation was investigated in batch bioreactions performed at a 2-L scale. Studies of the cultivation conditions (pH, dissolved oxygen concentration, and media composition) led to an increase of the maximum concentration of vegetative cell from 2.6 x 10(9) to 2.2 x 10(10) cells mL(-)(1) and the spore concentration from 4.2 x 10(8) to 5.6 x 10(9) spores mL(-)(1). A fed-batch bioprocess was developed with the addition of a nutrient feeding solution using an exponential feeding profile obtained from the mass balance equations. Using the developed feeding profile, starting at the middle of the exponential growth phase and finishing in the late exponential phase, an increase of the maximum vegetative cell concentration and spore concentration up to 3.6 x 10(10) cells mL(-)(1) and 7.4 x 10(9) spores mL(-)(1), respectively, was obtained. Using the developed fed-batch bioreaction a 14-fold increase in the concentration of the vegetative cells was achieved. Moreover, the efficiency of sporulation under fed-batch bioreaction was 21%, which permitted a 19-fold increase in the final spore concentration, to a final value of 7.4 x 10(9) spores mL(-)(1). This represents a 3-fold increase relative to the highest reported value for Bacillus subtilis spore production.     

Production of poly(3-hydroxybutyrate) from whey by cell recycle fed-batch culture of recombinant Escherichia coli

A new fermentation strategy using cell recycle membrane system was developed for the efficient production of poly(3-hydroxybutyrate) (PHB) from whey by recombinant Escherichia coli strain CGSC 4401 harboring the Alcaligenes latus polyhydroxyalkanoate (PHA) biosynthesis genes. By cell recycle, fed-batch cultivation employing an external membrane module, the working volume of fermentation could be constantly maintained at 2.3 l. The final cell concentration, PHB concentration and PHB content of 194 g l^–1, 168 g l^–1 and 87%, respectively, were obtained in 36.5 h by the pH-stat cell recycle fed-batch culture using whey solution concentrated to contain 280 g lactose l^–1 as a feeding solution, resulting in a high productivity of 4.6 g PHB l^–1 h^–1.     

Water versus spacing: A possible growth preference among young individuals of the giant cardon cactus of the Baja California Peninsula

Mature columnar cardon (Pachycereus pringlei) and saguaro (Carnegiea gigantea) cacti sometimes grow in very dense stands without apparent effect on growth; their seedlings and young plants are commonly found in clusters under legume nurse trees. The potential preference between space and water of young cardon was quantitatively measured under controlled environments for 30 months. The assessment used two types of experiments, one with different plant densities and the other of two plant densities combined with different irrigation regimes. Increases in population density reduced height and dry weight of the plants, but increased their volume and hydration; the water potential of the plants and the soil was less negative for denser populations. Addition of water above the minimum moisture required for growth made water potential less negative in plants and soil. The denser the population in a pot, the less soil surface was exposed to hot air. We conclude that water evaporation from soil surface from exposure to hot air during cultivation of this cactus was significantly reduced when the population density increased. Since loss of soil water from transpiration by cacti is very limited, evaporation directly from soil surface becomes dominant. With less evaporation under high plant density (shading), more water remains in the plant-soil system to be available for storage in the plant tissue.     

Calorimetric control of fed-batch cultures of Saccharomyces cerevisiae

Calorimetry has been used to control the glucose feeding in fed-batch cultures of S. cerevisiae in order to avoid ethanol formation and maintain a fully respiratory metabolism. Comparisons between batch and fed-batch cultivations showed that the former had a much lower growth yield. The growth yields for fed-batch cultivations were more than 30% higher than for batch cultures. However, energy balance calculations showed that a large part of the increase could be explained by the evaporation of ethanol during batch cultivations. When the growth yields obtained from the batch cultures were corrected for the evaporation of ethanol, the increase in growth yield for fed-batch cultures was about 10%.     

Production of thuringiensin by fed-batch culture of Bacillus thuringiensis subsp. darmstadiensis 032 with an improved pH-control glucose feeding strategy

A improved pH-control fed-batch strategy for Bacillus thuringiensis subsp. darmstadiensis 032 producing thuringiensin was developed based on the analysis of the batch culture, constant rate fed-batch cultures and the original pH-control fed-batch. Having considered the pH variation and the glucose consumption status, the pH was adjusted from 6.5 to 7.0 by adding base in the late cultivation period of batch culture, and then the pH was kept at 7.0 by glucose feeding. The feeding was terminated when the pH could not be controlled by glucose feeding anymore. The proposed fed-batch strategy effectively avoided underfeeding or overfeeding, and it increased the thuringiensin yield and Y_P/X by 89.51% and 103.2% compared to that of the batch culture, respectively.