Effect of Growth Rate on the Macromolecular Composition of Prototheca zopfii, a Colorless Alga Which Divides by Multiple Fission

Prototheca zopfii, a eukaryote that divides by multiple fission, was investigated to determine how growth rate controls daughter cell number. The macromolecular composition, cell size, and number of nuclei per cell were determined in cultures during balanced growth in various media. Cellular mass, ribonucleic acid (RNA), deoxyribonucleic acid (DNA), carbohydrate, and nuclear number increased as positive linear functions of growth rate, whereas nuclear ploidy remained constant with a value of 0.098 pg of DNA/nucleus. The ratios of RNA to protein, protein to mass, and carbohydrate to mass were unaffected by growth rate, whereas the ratios of DNA to protein and RNA to DNA could be expressed as curvilinear functions of growth rate, the former negative and the latter positive. The dependency of normalized gene dosage (DNA/protein) on growth rate appeared as a distinguishing feature of multiple fission. Determination of the normalized rates of protein and RNA synthesis revealed that both increase linearly with growth rate. It is concluded that Prototheca zopfii may exist in a number of physiological states which are characterized by a unique size and macromolecular composition and which are dictated by growth rate.     

Quantitation of the Population Size and Metabolic Activity of a Resin Acid Degrading Bacterium in Activated Sludge Using Slot-Blot Hybridization to Measure the rRNA:rDNA Ratio

Abstract The 16S rRNA:rDNA ratio is a useful parameter for measuring metabolic activity of a selected member of a complex microbial community, as in pulp effluent activated sludge systems. The RNA:DNA ratio of Sphingomonas sp. DhA-33, previously isolated from a sequencing batch reactor treating pulp mill effluent, is positively correlated with its growth rate (μ) under steady-state conditions. DhA-33 was grown in a chemostat with growth rates ranging from 0.04 to 0.15 cell divisions per hour. DhA-33 was also able to degrade dehydroabietic acid in bleached kraft mill effluent (BKME) plus mineral medium in batch culture. Slot-blot hybridization with radioactively labeled species-specific oligonucleotide probes for 16S rRNA and 16S rDNA was used to measure rRNA, rDNA, and the RNA:DNA ratio of this strain when in a mixed sludge community. An increase in DhA-33 rDNA indicated growth of DhA-33 within the community. The RNA:DNA ratio of DhA-33 increased sharply during exponential growth and declined as cells entered stationary phase. The RNA:DNA ratio decreased earlier and faster in DhA- 33/sludge co-cultures than in DhA-33 pure cultures, presumably due to an earlier depletion of nutrients. The species-specific quantification of the RNA:DNA ratio makes it possible to estimate the metabolic activity of selected members of a microbial community in situ. Received: 15 March 1999; Accepted: 8 July 1999; Online Publication: 15 February 2000     

Engineering Chinese hamster ovary (CHO) cells to achieve an inverse growth – associated production of a foreign protein, β-galactosidase

Protein synthesis in mammalian cells can be observed in two strikingly different patterns: 1) production of monoclonal antibodies in hybridoma cultures is typically inverse growth associated and 2) production of most therapeutic glycoproteins in recombinant mammalian cell cultures is found to be growth associated. Production of monoclonal antibodies has been easily maximized by culturing hybridoma cells at very low growth rates in high cell density fed- batch or perfusion bioreactors. Applying the same bioreactor techniques to recombinant mammalian cell cultures results in drastically reduced production rates due to their growth associated production kinetics. Optimization of such growth associated production requires high cell growth conditions, such as in repeated batch cultures or chemostat cultures with attendant excess biomass synthesis. Our recent research has demonstrated that this growth associated production in recombinant Chinese hamster ovary (CHO) cells is related to the S (DNA synthesis)-phase specific production due to the SV40 early promoter commonly used for driving the foreign gene expression. Using the stably transfected CHO cell lines synthesizing an intracellular reporter protein under the control of SV40 early promoter, we have recently demonstrated in batch and continuous cultures that the product synthesis is growth associated. We have now replaced this S-phase specific promoter in new expression vectors with the adenovirus major late promoter which was found to be active primarily in the G1-phase and is expected to yield the desirable inverse growth associated production behavior. Our results in repeated batch cultures show that the protein synthesis kinetics in this resulting CHO cell line is indeed inverse growth associated. Results from continuous and high cell density perfusion culture experiments also indicate a strong inverse growth associated protein synthesis. The bioreactor optimization with this desirable inverse growth associated production behavior would be much simpler than bioreactor operation for cells with growth associated production. This revised version was published online in August 2006 with corrections to the Cover Date.     

ppGpp is the major source of growth rate control in E. coli

It is widely accepted that the DNA, RNA and protein content of Enterobacteriaceae is regulated as a function of exponential growth rates; macromolecular content increases with faster growth regardless of specific composition of the growth medium. This phenomenon, called growth rate control, primarily involves regulation of ribosomal RNA and ribosomal protein synthesis. However, it was uncertain whether the global regulator ppGpp is the major determinant for growth rate control. Therefore, here we re-evaluate the effect of ppGpp on macromolecular content for different balanced growth rates in defined media. We find that when ppGpp is absent, RNA/protein and RNA/DNA ratios are equivalent in fast and slow growing cells. Moreover, slow growing ppGpp-deficient cells with increased RNA content, display a normal ribosomal subunit composition although polysome content is reduced when compared with fast growing wild-type cells. From this we conclude that growth rate control does not occur in the absence of ppGpp. Also, artificial elevation of ppGpp or introduction of stringent RNA polymerase mutants in ppGpp-deficient cells restores this control. We believe these findings strongly argue in favour of ppGpp and against redundant regulation of growth rate control by other factors in Escherichia coli and other enteric bacteria.     

Cell cycle operation during batch growth of fission yeast populations

Batch cultivation provides a continuous sequence of different environments useful for studying responses of cell cycle controls. Flow cytometry measurements have been made of the frequency functions for protein, RNA, and DNA at different times during batch growth of the fission yeast Schizosaccharomyces pombe. The mean cellular protein and RNA contents and their variances tend to increase with increasing population specific growth rates. Analysis of the mid-exponential phase DNA frequency function data indicates that DNA synthesis occupies 12% of the total cell cycle time and is completed at the same time as cell separation. Coordination of DNA synthesis and cell separation is less precise when population growth rate is low in late lag and early stationary phases.     

The effect of protein depletion and repletion on muscle-protein turnover in the chick.

Rates of growth and protein turnover in the breast muscle of young chicks were measured in order to assess the roles of protein synthesis and degradation in the regulation of muscle mass. Rates of protein synthesis were measured in vivo by injecting a massive dose of L-[1-14C]valine, and rates of protein degradation were estimated as the difference between the synthesis rate and the growth rate of muscle protein. In chicks fed on a control diet for up to 7 weeks of age, the fractional rate of synthesis decreased from 1 to 2 weeks of age and then changed insignificantly from 2 to 7 weeks of age, whereas DNA activity was constant for 1 to 7 weeks. When 4-week-old chicks were fed on a protein-free diet for 17 days, the total amount of breast-muscle protein synthesized and degraded per day and the amount of protein synthesized per unit of DNA decreased. Protein was lost owing to a greater decrease in the rate of protein synthesis, as a result of the loss of RNA and a lowered RNA activity. When depleted chicks were re-fed the control diet, rapid growth was achieved by a doubling of the fractional synthesis rate by 2 days. Initially, this was a result of increased RNA activity; by 5 days, the RNA/DNA ratio also increased. There was no evidence of a decrease in the fractional degradation rate during re-feeding. These results indicate that dietary-protein depletion and repletion cause changes in breast-muscle protein mass primarily through changes in the rate of protein synthesis.     

Regulation of cellulase synthesis in batch and continuous cultures of Clostridium thermocellum

Regulation of cell-specific cellulase synthesis (expressed in milligrams of cellulase per gram [dry weight] of cells) by Clostridium thermocellum was investigated using an enzyme-linked immunosorbent assay protocol based on antibody raised against a peptide sequence from the scaffoldin protein of the cellulosome (Zhang and Lynd, Anal. Chem. 75:219-227, 2003). The cellulase synthesis in Avicel-grown batch cultures was ninefold greater than that in cellobiose-grown batch cultures. In substrate-limited continuous cultures, however, the cellulase synthesis with Avicel-grown cultures was 1.3- to 2.4-fold greater than that in cellobiose-grown cultures, depending on the dilution rate. The differences between the cellulase yields observed during carbon-limited growth on cellulose and the cellulase yields observed during carbon-limited growth on cellobiose at the same dilution rate suggest that hydrolysis products other than cellobiose affect cellulase synthesis during growth on cellulose and/or that the presence of insoluble cellulose triggers an increase in cellulase synthesis. Continuous cellobiose-grown cultures maintained either at high dilution rates or with a high feed substrate concentration exhibited decreased cellulase synthesis; there was a large (sevenfold) decrease between 0 and 0.2 g of cellobiose per liter, and there was a much more gradual further decrease for cellobiose concentrations >0.2 g/liter. Several factors suggest that cellulase synthesis in C. thermocellum is regulated by catabolite repression. These factors include: (i) substantially higher cellulase yields observed during batch growth on Avicel than during batch growth on cellobiose, (ii) a strong negative correlation between the cellobiose concentration and the cellulase yield in continuous cultures with varied dilution rates at a constant feed substrate concentration and also with varied feed substrate concentrations at a constant dilution rate, and (iii) the presence of sequences corresponding to key elements of catabolite repression systems in the C. thermocellum genome.     

Changes in the chemical composition of Bacillus popilliae vegetative cells in the course of their growth on a chemically defined medium

The growth, development and changes in the chemical composition of Bacillus popilliae cells were studied in the course of their growth on a liquid chemically defined medium containing casein hydrolysate, complex vitamin mixtures and glucose. Growth of the culture on this medium was accompanied with diauxia which could be registered by changes in the rate of growth and synthesis of the main cellular polymers (DNA, RNA, protein, phospholipids). The rate of protein synthesis correlated with the specific growth rate which was maximal when the reserve substances of the cells or the compounds of partly digested biomass were used. The rate of protein synthesis in the experiment depended mainly on the protein synthesizing activity of RNA rather than on its content in the cells. The low rates of growth and protein synthesis, which suggest that the growth of the culture is being interested with in the course of utilization of the components of the nutrient medium, may account for the absence of spore formation by this strain on the medium used.     

Continuous culture of Pseudomonas fluorescens with sodium maleate as a carbon source

Pseudomonas fluorescens (ATCC 11150) was grown in batch and continuous culture in minimal media with sodium maleate as growth-limiting sole organic carbon source. Growth was followed by turbidity and dry weight measurements. Gross composition of washed cells (relative amounts of protein, lipid, RNA, and DNA) and the distribution of amino acids in protein hydrolyses of the cells were determined for cells grown in continuous culture at various dilution rates. Extracellular concentrations of the original carbon source and a number of metabolites were monitored by a total carbon analysis, ion exchange chromatography, and ultraviolet-visible scans of cell-free supernatants and chromatographic fractions, thereof. Substrate inhibition by maleate was a major factor in the growth kinetics of both batch and continuous cultures. Excessive maleate concentration caused instability in continuous cultures. By appropriate operation, much higher specific growth rates (0.305/hr) could ultimately be achieved in continuous culture compared to batch culture (0.174/hr). Adaptation was responsible for only part of the differences between batch and continuous cultures; the differing distribution of metabolites were also major factors.     

Continuous cultivation of fission yeast: Classical and flow microfluorometry observations

The fission yeast Schizosaccharomyces pombe was grown in glucose-limited medium in a steady-state continuous flow reactor. Changes in mean cell protein and RNA contents with growth rate are consistent with earlier observations under different conditions. Flow microfluorometry measurements of the frequency functions of DNA at different dilution rates show changes in coordination of DNA synthesis and cell separation. Shifting from batch growth to small dilution rates results in unusual cell aggregation which leads to multiple steady states at identical operating conditions.     

Correlation between cell enlargement and nucleic acid and protein content of HeLa cells in unbalanced growth produced by inhibitors of DNA synthesis

HeLa cells in monolayer cultures were treated with the following inhibitors of DNA synthesis: mitomycin C, nitrogen mustard, fluorodeoxyuridine, hydroxyurea, arabinofuranosylcytosine and high concentrations of thymidine. The concentration of each inhibitor used was, in most cases, just sufficient to arrest cell multiplication and all produced unbalanced growth in the sense that the synthesis of RNA and protein were only partially inhibited while DNA synthesis stopped. This resulted in approximately 100% increases in RNA and protein content per cell in 48 hours and, since cell volume also increased by 100% during this time, the concentration of RNA and protein per unit cell volume remained constant. It was concluded that cell protein content may be used as an accurate index of variation in cell size in HeLa cells treated with inhibitors of DNA synthesis.     

Patterns of RNA synthesis in batch and cyclic fed-batch cultures of tylosin-producingStreptomyces fradiae

Ribonucleic acid (RNA) synthesis was studied in batch and cyclic fed-batch cultures of tylosin-producingStreptomyces fradiae. In batch culture, net RNA synthesis increased with increasing growth rate then decreased as the fermentation progressed. A cyclic response pattern of net RNA synthesis was observed when glucose and glutamate solutions were cyclically fed to the batch culture; RNA synthesis rate increased sharply to a maximum level following the feeding cycles then decreased to lower values between the maxima. Data obtained from an extended cyclic fed-batch culture showed that cyclic feeding of the key nutrients allowed RNA and tylosin syntheses to continue during a period when such activities had ceased in the control batch culture.     

Biochemical indicators of muscle growth in the snow crab Chionoecetes opilio (O. Fabricius)

This study examined the relationships between muscle growth rate, the activity of metabolic enzymes and the RNA:DNA ratio, in adult snow crabs Chionoecetes opilio. After moulting, crabs were assigned to three feeding rations to attain a range of tissue growth rates. Muscle growth rate, estimated by the variation in dry tissue content per ml of merus of the first walking leg, was positively correlated with changes in muscle cell number, as evaluated by the DNA content per ml of merus. However, no significant correlation was detected between growth rate and the variation in muscle cell size, the latter being estimated by the change in the protein:DNA ratio. This is due to the fact that, in starved crabs, a reduction in the number of cells is partly compensated by a size increment of the remaining ones. This phenomenon also weakened the overall relationship between muscle growth rate and the phosphofructokinase (PFK) capacity per ml of merus. The simple correlation between those two variables was significantly positive for animals which increased their mass of muscle but insignificant for those which were loosing muscle mass. The lactate dehydrogenase (LDH), citrate synthase (CS) and cytochrome c oxidase (CCO) capacity per ml of merus did not match growth rate. The significant simple correlations that were detected between growth rate and the various enzyme activity expressed per g of protein, per μg of DNA and per g of dry mass did not hold when partial correlations were computed. Variations in muscle cell size were related to adjustments in the quantity of RNA per cell, as depicted by the RNA:DNA ratio. Since muscle growth was not correlated with the variation in muscle cell size, it was not correlated with the RNA:DNA ratio either.     

Enhanced antibody production at slowed growth rates: experimental demonstration and a simple structured model.

A simple structured model for monoclonal antibody (MAb) production kinetics was formulated by combining the cell cycle theory with the estimated number of MAb-coded messenger RNA (mRNA) molecules per cell: it is assumed that the rate-controlling step is first order in this mRNA and that the growth rate variation does not alter the MAb synthesis rate within any cycle phase but only changes the relative time length of the individual phases. The model predicted "negatively growth associated" MAb production kinetics and thus an enhanced MAb production rate to be achieved by slowing the cell growth. Experiments consistent with these assumptions provided support for the model. Hybridoma cultures where growth was slowed by either a DNA synthesis inhibitor (thymidine or hydroxyurea) or by a selective inhibitor of initiation of nonantibody protein (potassium acetate) exhibited 50-130% MAb production rate enhancement for growth slowed up to 50%; however, further decreases in the growth rate also decreased the MAb production rate. Experiments inconsistent with these assumptions showed other behavior: general inhibition of protein chain elongation (by cycloheximide) or inhibition of ribosomal RNA (rRNA) synthesis (by actinomycin D) each slowed both growth and the specific MAb production rate, leading to net "positive" growth associated MAb production rates. Thus, a need for models with greater structure is also demonstrated.     

Metabolic Regulation in Glucose-Limited Chemostat Cultures of Escherichia coli

Glucose-limited chemostat cultures of Escherichia coli, growing at dilution rates above 0.3/hr, continue to grow at the restricted rate after removal of glucose restriction. In a glycogenless strain, the specific rates of increase of mass, protein, and ribonucleic acid (RNA) were equal before and after supplementation with 0.05% glucose and did not increase detectably until after 30 to 60 min. The unrestricted specific growth rate was reached after two to three doublings of cell mass. Supplementation with glucose plus 20 amino acids, but not with glucose plus vitamins or ribosides, produced an immediate increase in the specific rates of mass and RNA synthesis followed by an increase in the specific rate of protein synthesis. In a wild-type strain, synthesis of protein and RNA continued at the restricted rate after glucose supplementation, but the specific rate of increase of mass immediately increased due to rapid synthesis of glycogen. At dilution rates less than 0.3/hr, the specific rates of increase of mass, protein, and RNA increased immediately after supplementation with glucose, but did not immediately attain the unrestricted growth. The results at dilution rates greater than 0.3/hr are interpreted to mean that the regulation of a number of enzymatic reactions is entirely through control of enzyme synthesis, without modulation of enzyme function. The levels of such enzymes are controlled so that operation with zero-order kinetics precisely meets the demands for balanced growth. It was shown that glutamic dehydrogenase and glutamic-oxalacetic transaminase are regulated in this manner.     

Effect of Putative Deoxyribonucleic Acid Inhibitors on Macromolecular Synthesis in Saccharomyces cerevisiae

The effects of inhibitors of bacterial deoxyribonucleic acid (DNA) synthesis upon logarithmically growing cultures of Saccharomyces cerevisiae were investigated. Cell division, ribonucleic acid (RNA) synthesis, and DNA synthesis were measured after addition of nalidixic acid, fluorodeoxyuridine, or phenethyl alcohol to cultures of yeast growing in defined and complex media. Both nalidixic acid and fluorodeoxyuridine had only temporary effects on nucleic acid synthesis in cultures growing in defined medium, and little or no observable effect on cultures growing in complex medium. Neither compound inhibited colony formation on complex solid medium, although growth was slow on defined solid medium. Phenethyl alcohol caused complete inhibition of DNA synthesis, RNA synthesis, and cell division in cultures growing in defined medium. In cultures growing in complex medium, RNA synthesis and cell division were inhibited to a lesser extent. A slight increase in DNA was observed in the presence of the inhibitor.     

The control of ribonucleic acid synthesis in bacteria. Steady-state content of messenger ribonucleic acid in Escherichia coli M.R.E. 600

1. The technique of DNA-RNA hybridization was used to follow changes in the amount and average lifetime of unstable messenger RNA in Escherichia coli M.R.E. 600 over a wide range of different growth conditions. The method of analysis was based on the kinetics of incorporation of exogenous labelled nucleic acid bases into the RNA of steadily growing cultures, as described by Bolton & McCarthy (1962). 2. The ratio of the average lifetime of messenger RNA to the mean generation time of E. coli cultures was constant over the temperature range 25-45 degrees C in a given medium, but the constant varied with the nature of the growth medium. For cultures growing in sodium lactate-salts or glucose-salts media the ratio was 0.046+/-0.005 and in enriched broth it was 0.087+/-0.009. Measurements of the amounts of transfer RNA, ribosomal RNA and messenger RNA were also made. The results confirmed earlier reports that the ratio of the amount of messenger RNA to the amount of ribosomes in the cells is virtually constant. On the other hand, the ratio of the amount of transfer RNA to the amount of ribosomal RNA decreased with increasing growth rate at a given temperature. 3. In cultures at temperatures higher than necessary for optimum rates of growth the average lifetime of messenger RNA lengthened in harmony with the increased time required for cell division. It seems that suboptimum growth rates at higher temperatures cannot be explained simply as a combination of increased rates of synthesis and breakdown of messenger RNA with a grossly decreased efficiency of translation. The absolute rate of messenger RNA synthesis was lowered, and its amount in the cells was typical of all other cultures grown at lower temperatures in the same medium. 4. The rate of entry of exogenous labelled uracil into unstable messenger RNA and stable ribosomal RNA was constant in all media at all temperatures in the approximate ratio 1:2. In media supporting a lower rate of growth, e.g. lactate-salts or glucose-salts media, the messenger RNA fraction constituted 2.2+/-0.3% of the total cellular RNA. In enriched broth 3.6+/-0.3% of the total RNA was messenger.