用遗传算法进行重组大肠杆菌发酵动力学的分析

重组大肠杆菌在诱导表达人表皮生长因子的过程促使细菌的生长受到抑制,一部分重组菌丧失了分裂能力,但仍保持着一定的代谢活力,分离成为存活但不能培养的细菌,根据大肠杆菌在表达外源蛋白过程中细胞生理状态的不同将细菌分为三类,提出一个描述诱导表达过程中重组大肠杆菌分离、生长的动力学模型．应用遗传算法对不同底物浓度的细胞生长、分离和产物合成的动力学参数进行了有效地估计,避免了传统算法可能陷于局部最优的问题,模型计算结果与实验结果吻合良好．分离模型在初始糖浓为5-20g/L的范围内可以较好地描述发酵过程中细胞生长、分离和目标产物表达的过程并具有一定的预测能力．     

Overexpression of cloned genes using recombinant Escherichia coli regulated by a T7 promoter: I. Batch cultures and kinetic modeling

A novel Eschericha coli expression system directed by bacteriophage T7 RNA Polymerase utilized for overexpression of the cloned gene. The recombinant cell contains the plasmid with a bacteriophage promoter, the T7 promoter, to regulate the expression of the target gene. This promoter is recongnized only by T7 RNA polymerase, whose gene has been fused into the host chromosome and is under control of the lacUV5 promoter. Therefore, the target gene on the plasmid can be expressed only in the presence of T7 RNA polymerase, which is induced by isopropyl-beta-D-thiogalactopyranoside (IPTG). The batch cultures were performed to investigate the effect of induction on kinetics of cell growth and foreign protein formation and to determine the optimal induction strategy. It was observed that the specific growth rates of the recombinant cells dramatically decrease after induction, and that there is an optimal induction time for maximizing the accumulated intracellular foreign protein. This optimal induction time varies singificantly with inducer concentration. To better understand the optimal behavior, a lumped mechanistic model was constructed to analyze the induced cell growth and foreign protein formation rates. (c) 1992 John Wiley & Sons, Inc.     

Analysis of two-stage recombinant bacterial fermentations using a structured kinetic model

A structured kinetic model has been employed to analyze the performance of a two-stage continuous fermentation of a recombinant Escherichia coli. Separating the cell growth phase from the gene expression phase in two fermentors minimizes the growth rate difference between the recombinant cells and the plasmid-free cells in the first fermentor, thereby increasing the plasmid stability. The plasmid-harboring cells from the first fermentor are continuously fed into the second fermentor, in which the foreign protein synthesis is turned on by the addition of the inducer. Consequently, the recombinant cells experience an immediate reduction in growth rates as soon as they enter the second stage and then recover to synthesize the foreign protein. To analyze the fermentation performance contributed by these cells with different intracellular foreign protein levels and growth rates, a novel method for determining the residence time distribution of the growing cells in the second stage has been formulated. Combined with this method, the structured kinetic model for recombinant bacterial cells is used to predict the plasmid stability and foreign productivity at various operation conditions, such as induction strength and dilution rates. This model can provide us with thorough understanding of the characteristics of the two-stage fermentations, and is useful for the development of large scale continuous cultures of recombinant bacteria.     

氧化胁迫诱导苍白杆菌JP1形成VBNC状态及其特征

石油降解菌在各种有害环境因素作用下会进入活的非可培养(viable but non-culturable, VBNC)状态，从而影响其生长及石油降解率。为了研究有害环境因素对石油降解菌生长及石油降解率的影响，采用分光光度法、荧光染色-激光共聚焦显微镜观测H₂O₂胁迫下苍白杆菌(Ochrobactrum sp.)JP1细胞的生长及VBNC状态形成情况。结果表明，不同浓度H₂O₂对其生长有一定抑制作用，当培养液中H₂O₂浓度为75.0 mmol/L时，可有效抑制苍白杆菌JP1生长，处理12 h后苍白杆菌JP1进入VBNC状态。VBNC状态的苍白杆菌JP1细胞缩小变成球体，周质间隙增大；在适宜条件下，VBNC状态苍白杆菌JP1能够复苏为可培养状态，添加丙酮酸钠能够促进VBNC状态细菌细胞的复苏。复苏后的苍白杆菌RJP1具有良好的环境适应性和石油降解能力，为石油污染生物修复的菌种筛选及应用提供了新的策略。     

AN OPTIMIZED PROTOCOL FOR OVERPRODUCTION OF RECOMBINANT PROTEIN EXPRESSION IN Escherichia coli

The gram-negative bacterium Escherichia coli (E. coli) offers a means for rapid, high-yield, and economical production of recombinant proteins. Here, a protocol for optimization of parameters involved in bacterial expression conditions is described. L-Asparaginase (ASNase II) was chosen as a model protein for our experiments. ASNase II gene (ansB) was cloned into the pAED4 plasmid and transformed into E. coli BL21pLysS (DE3)-competent cells. It was assumed that high cell density and high copy number of recombinant plasmid in the bacteria host could result in very high production of the recombinant protein. Circumstances for the overproduction of recombinant ASNase II including cell growth conditions, isopropyl β-D-1-thiogalactopyranoside (IPTG) level, ampicillin (Amp) concentration before and during IPTG induction, and cell density were optimized. Regarding the final optimization, overexpression of ASNase II was assessed on a large scale in LB medium. Periplasmic ASNase II was extracted using an alkaline lysis method. The extracted protein was purified by one-step DEAE-Sepharose fast-flow chromatography. ASNase II activity was considered an index for the protein expression. Applying the optimized practical protocol, protein production was significantly enhanced in comparison to the traditional IPTG induction method in the absence of a fermentor and can be applied for overexpression of other recombinant proteins.     

Effect of amplification ofdhfr andlac Z genes on growth and β-galactosidase expression in suspension cultures of recombinant CHO cells

Studies were conducted to characterize the effect of gene amplification and foreign gene expression on recombinant CHO cell growth. Chinese hamster ovary (CHO) cells were transfected with an expression vector containing the gene for dihydrofolate reductase (dhfr) and the gene for human β-interferon (β-IFN) or thelac Z gene which codes for β-galactosidase (β-gal). The recombinant genes in these CHO cells were amplified stepwise by growth in 0, 10⁻⁷, and 10⁻⁶ M methotrexate (MTX), and the β-gal expressing cells were adapted to suspension culture. Flow cytometric methods (FCM) were used to measure the distribution of amplifieddhfr gene content and foreign β-gal gene expression in the cell populations. A biochemical assay for β-gal was also used. Beta-gal expression was found to increase with increasing gene amplification. The growth rate of recombinant CHO cells at 10⁻⁷ M MTX was found to be 20% lower than that of recombinant CHO cells in MTX-free medium, and the cell growth rate at 10⁻⁶ M MTX was 20% lower than that of recombinant CHO cells at 10⁻⁷ M MTX. There was no effect of 10⁻⁵ M MTX on the growth of CHO-DG44 (dhfr-) cells. The reduction of growth rate in recombinant CHO cells is therefore thought to be mainly due to the effect ofdhfr and foreign gene amplification and increased β-galactosidase expression.     

Induction,resuscitation and quantitative real-time polymerase chain reaction analyses of viable but nonculturable Vibrio vulnificus in artificial sea water

Vibrio vulnificus, an important food-borne pathogen, is known to enter viable but nonculturable (VBNC) state under low temperature and low nutrition stress conditions. Present study examined the time required for induction of VBNC state and temperature which induces resuscitation of V. vulnificus YJ016. The change in cell morphology and gene expression during VBNC state and in resuscitated cells was also examined. V. vulnificus incubated in artificial sea water at 4 °C entered VBNC state after considerably extended time (70 days). An increase in temperature by 6 °C from the VBNC induction temperature (4 °C) resulted in resuscitation of VBNC cells; however, maximum resuscitation was observed when VBNC cells were held at 23 °C for 24 h. VBNC cells changed their morphology from comma shape to coccoid shape. Two rounds of induction of VBNC and resuscitation were possible with V. vulnificus cells; however, there was progressive reduction in number of resuscitated cells and after 190 days cells failed to resuscitate. Significant up-regulation of genes related to membrane proteins [porinH (10.4-fold), ompU (2.9-fold)], regulatory proteins [envZ (5.6-fold), toxR (4.5-fold), toxS (4.8-fold)], oxidative stress related protein katG (2.3-fold), cell division/maintenance proteins [ftsZ (4.3), mreB (6.5-fold)] and resuscitating promoter factor yeaZ (fourfold) was observed during resuscitation with respect to VBNC state indicating that these genes play a role during resuscitation. Gene expression data presented here would enhance our understanding of resuscitation of V. vulnificus from VBNC state. The results also highlight the importance of maintenance of low temperature during storage of seafood.     

乳糖作为诱导剂对重组目的蛋白表达的影响

将重组粒细胞-巨噬细胞集落刺激因子/白细胞介素3(GM-CSF/IL-3)融合蛋白表达菌BL21(DE3)(pFu)作为研究对象,对于以乳糖作为诱导剂时重组目的产物的诱导表达规律进行了深入的研究。分析比较了不同培养基中,不同生长阶段进行诱导对于产物表达的影响。对诱导所需的乳糖浓度、诱导持续时间长短等因素亦进行了研究。实验结果表明,在对诱导条件进行优化控制的前提下,利用乳糖作为诱导剂可以达到与IPTG类似的诱导效果。随后的研究中,将乳糖作为诱导剂应用于高密度发酵过程。这些研究结果为乳糖作为诱导剂最终应用于重组基因工程药物的工业化生产提供了有益的参考和借鉴。     

Improvement of hEGF production with enhanced cell division ability using dissolved oxygen responses to pulse addition of tryptone

Tryptone has multiple and complex effects on cell physiology and process performance in pulse fed-batch cultivation of recombinant Escherichia coli. By applying feedback control of dissolved oxygen signal responding to pulse in the feed rate, the production of acetate was avoided and the optimization of production of recombinant human epidermal growth factor (hEGF) was successfully achieved. With the addition of an optimum amount of tryptone along with glucose in the pulse fedbatch cultivation of E. coli, the ability of the cell to divide and the stability of the plasmid within the bacteria were improved. Consequently, segregation of the cells into a viable but non-culturable physiological state was alleviated. Addition of tryptone also enhanced cell respiration before and after hEGF expression and thus further benefited the production of recombinant hEGF. Excessive addition of tryptone resulted in low sensitivity of the oscillation of dissolved oxygen signal and poor operability of pulse fed-batch cultivation as this led to an accumulation of acetate, which weakened the dissolved oxygen signal responses. Consequently, the production of recombinant protein was considerably reduced. By combining the process performance and the positive effect of complex media pulse addition on bacterial metabolism, the optimal production conditions of hEGF were successfully determined. A high cell density of 91 g/L dry cell weight was obtained under these optimal production conditions. Furthermore, a high level of 0.24 g/L hEGF was attained leading to a 32.6% increase in product yield as compared to the controls.     

Quorum sensing regulation confronts the development of a viable but non-culturable state in Vibrio cholerae

Vibrio cholerae can enter a viable but non-culturable (VBNC) state when it encounters unfavourable environments; VBNC cells serve as important reservoirs and still pose threats to public health. The genetic regulation of V. cholerae entering its VBNC state is not well understood. Here, we show a confrontation strategy adapted by V. cholerae O1 in which it utilizes a quorum sensing (QS) system to prevent transition into a VBNC state under low nutrition and temperature conditions. The upregulation of hapR resulted in a prolonged culturable state of V. cholerae in artificial sea water at 4°C, whereas the mutation of hapR led to fast entry into the VBNC state. We also observed that different V. cholerae O1 natural isolates with distinct QS functions present a variety of abilities to maintain culturability during the transition to a VBNC state. The strain groups with higher or constitutive expression of QS genes exhibit a greater tendency to maintain the culturable state during VBNC induction than those lacking QS functional groups. In summary, HapR-mediated QS regulation is associated with the transition to the VBNC state in V. cholerae. HapR expression causes V. cholerae to resist VBNC induction and become dominant over competitors in changing environments.     

High cell density cultivation of <Emphasis Type="Italic">Escherichia coli</Emphasis> with surface anchored transglucosidase for use as whole-cell biocatalyst for α-arbutin synthesis

A fed-batch culture strategy for the production of recombinant Escherichia coli cells anchoring surface-displayed transglucosidase for use as a whole-cell biocatalyst for α-arbutin synthesis was developed. Lactose was used as an inducer of the recombinant protein. In fed-batch cultures, dissolved oxygen was used as the feed indicator for glucose, thus accumulation of glucose and acetate that affected the cell growth and recombinant protein production was avoided. Fed-batch fermentation with lactose induction yielded a biomass of 18 g/L, and the cells possessed very high transglucosylation activity. In the synthesis of α-arbutin by hydroquinone glucosylation, the whole-cell biocatalysts showed a specific activity of 501 nkat/g cell and produced 21 g/L of arbutin, which corresponded to 76% molar conversion. A sixfold increased productivity of whole cell biocatalysts was obtained in the fed-batch culture with lactose induction, as compared to batch culture induced by IPTG.     

Characterization and resuscitation of viable but nonculturable <Emphasis Type="Italic">Vibrio alginolyticus</Emphasis> VIB283

The aim of this study was to investigate the viable but nonculturable (VBNC) state of the bacterium. Vibrio alginolyticus VIB283 was cultured in sterilized seawater microcosm at 4°C. Culturability of the cells in the microcosm was monitored by spread plate count (PC) on 2216E agar, PCs declined to undetectable levels (<0.1 CFU/ml) within 90 days. Total cell counts remained constant throughout the period as determined by acridine orange direct count (AODC). The direct viable counts, on the other hand, declined from 10¹⁰ to 10⁹ CFU/ml active cells and remained fairly constant at this level by direct viable count (DVC), which indicated that a large population of cells entered into the VBNC state. The VBNC cells could be resuscitated by temperature upshift with and without the presence of nutrition. The resuscitated time were 16 h and 8 days respectively. The resuscitation was not achieved in chick embryos. The morphology of the VBNC, normal and resuscitated cells was studied with scanning electron microscope and flow cytometry. The cells changed from rod or arc to coccoid and decreased in size when entered into the VBNC state. The resuscitated and the normal cells had almost no morphological differences.     

Effects of fermentation feeding strategies prior to induction of expression of a recombinant malaria antigen inEscherichia coli

Summary A variety of feeding strategies have been described for attaining high cell densities in fed-batch fermentors. Although cell density is an important component in the produtivity of recombinant fermentations, it must be achievable with high product expression levels. Experiments were conducted to study the influence of fermentation feeding strategies on the production of a recombinant malaria antigen inEscherichia coli. C-source feeding profiles were calculated to maintain specific growth rates at 0.1, 0.2, 0.35, and 0.5 l/h prior to induction in defined and complex media using an exponential growth model. Fed-batch fermentations employing these feeding profiles effectively controlled the specific growth rates prior to induction. Antigen yields per dry cell weight did not vary with specific growth rate. Antigen yields from fed-batch fermentations achieving high cell densities were similar to batch fermentations achieving low cell densities. These results show that C-feeding policies can limit growth without reducing expression levels in some systems, and suggest applications in managing oxygen demand and catabolic by-product formation during process scale-up.     

Overexpression of cloned genes using recombinant Escherichia coli regulated by a T7 promoter: II. Two-stage continuous cultures and model simulations

A two-stage culture strategy was studied for continuous high-level production of a foreign protein in the chemically inducible T7 expression system. The first stage is dedicated to the maintenance of plasmid-bearing cells and the second stage to the target protein synthesis by induction of cells coming from the first stage. On entering the second stage, recombinant cells undergo a gradual induction of the target gene expression. These plasmid-bearing cells experience dynamic changes in intracellular compositions and specific growth rates with their individual residence times. Therefore, the overall cultural characteristics in the production stage are really averages of the contributions from the various cells with different residence times. The behavior of the two-stage culture is described by a model, which accounts for dynamic variations of cell growth and protein synthesis rates with cell residence times. Model simulations were compared with experimental results at a variety of operating conditions such as inducer concentration and dilution rate. This model is useful for understanding the behavior of two-stage continuous cultures. (c) 1993 John Wiley & Sons, Inc.     

Cloning, expression and purification of a glycosylated form of the DNA-binding protein Dps from Salmonella enterica Typhimurium

Dps, found in many eubacterial and archaebacterial species, appears to protect cells from oxidative stress and/or nutrient-limited environment. Dps has been shown to accumulate during the stationary phase, to bind to DNA non-specifically, and to form a crystalline structure that compacts and protects the chromosome. Our previous results have indicated that Dps is glycosylated at least for a certain period of the bacterial cell physiology and this glycosylation is thought to be orchestrated by some factors not yet understood, explaining our difficulties in standardizing the Dps purification process. In the present work, the open reading frame of the dps gene, together with all the upstream regulatory elements, were cloned into a PCR cloning vector. As a result, the expression of dps was also controlled by the plasmid system introduced in the bacterial cell. The gene was then over-expressed regardless of the growth phase of the culture and a glycosylated fraction was purified to homogeneity by lectin-immobilized chromatography assay. Unlike the high level expression of Dps in Salmonella cells, less than 1% of the recombinant protein was purified by affinity chromatography using jacalin column. Sequencing and mass spectrometry data confirmed the identity of the dps gene and the protein, respectively. In spite of the low level of purification of the jacalin-binding Dps, this work shall aid further investigations into the mechanism of Dps glycosylation.     

First-time characterization of viable but non-culturable Proteus mirabilis: Induction and resuscitation

Pathogenic bacteria can enter into a viable but non-culturable (VBNC) state under unfavourable conditions. Proteus mirabilis is responsible for dire clinical consequences including septicaemia, urinary tract infections and pneumonia, but is not a species previously known to enter VBNC state. We suggested that stress-induced P. mirabilis can enter a VBNC state in which it retains virulence. P. mirabilis isolates were incubated in extreme osmotic pressure, starvation, low temperature and low pH to induce a VBNC state. Resuscitation was induced by temperature upshift and inoculation in tryptone soy broth with Tween 20 and brain heart infusion broth. Cellular ultrastructure and gene expression were examined using transmission electron microscopy (TEM) and quantitative real-time polymerase chain reaction (qPCR), respectively. High osmotic pressure and low acidity caused rapid entry into VBNC state. Temperature upshift caused the highest percentage of resuscitation (93%) under different induction conditions. In the VBNC state, cells showed aberrant and dwarf morphology, virulence genes and stress response genes (envZ and rpoS) were expressed (levels varied depending on strain and inducing factors). This is the first-time characterization of VBNC P. mirabilis. The ability of P. mirabilis pathogenic strains to enter a stress-induced VBNC state can be a serious public health threat.     

Bcl-2 inhibits apoptosis and extends recombinant protein production in cells infected with Sindbis viral vectors

Viruses carrying foreign genes are often used for the production of recombinant proteins in mammalian cells and other eukaryotic expression systems. Though high levels of gene expression are possible using viral vectors, the host cell generally responds to the infection by inducing apoptotic cell death within several days, abruptly ending protein production. It has recently been demonstrated, however, that apoptosis can be suppressed in virally infected cells using anti-apoptotic genes, such as bcl-2. In this study, stably transfected rat carcinomal cell lines, AT3-bcl2 and AT3-neo, were infected with a Sindbis virus carrying the gene for chloramphenicol acetyltransferase (CAT) in an effort to determine the effect of bcl-2 on cell viability and recombinant protein production. Infected AT3-bcl2 cells consistently maintained viabilities close to 100% and a growth rate equivalent to that of uninfected cells (0.040 h^-1). In contrast, the Sindbis viral vector induced apoptosis in the AT3-neo cells, which were all dead by three days post-infection. Though infected AT3-neo cells generated higher levels of heterologous protein, over 1000 mUnits per well, CAT activity fell to zero by two days post-infection. In contrast, chloramphenicol acetyltransferase was present in AT3-bcl2 cells for almost a week, reaching a maximum level of 580 mUnits per well. In addition, recombinant protein production in AT3-bcl2 cells was extended and amplified by the regular addition of virus to the culture medium, a process which resulted in expression for the duration of the cell culture process.Abbreviations BHK Baby Hamster Kidney - CAT chloramphenicol acetyltransferase - dsSV-CAT double subgenomic Sindbis viral vector containing the gene for CAT - MOI multiplicity of infection     

Prokaryotic expression,purification and functional characterization of human FHL3

Four and a half LIM domain protein 3 (FHL3) is a member of the family of LIM proteins and is involved in myogenesis, cytoskeleton reconstruction, cell growth and differentiation. The full-length FHL3 cDNA was cloned from human spleen cDNA library and inserted in a prokaryotic expression vector pBV220 and then the recombinant plasmid was transformed into E. coli JM109. The expression of the recombinant protein was induced at 42°C. SDS-PAGE analysis showed that recombinant human FHL3 (rhFHL3) was mainly expressed as an inclusion body. After purification by HisTrap FF crude, the rhFHL3 was renatured by dialysis against renaturing buffer and identified by Western blot analysis using human FHL3 polyclonal antibody. The MTT assay showed that the purified rhFHL3 could inhibit HepG2 cell growth but promote the proliferation of ECV304 cells. In addition, the expression of angiogenin (Ang) gene was increased when ECV304 cells were pretreated with rhFHL3.     

Induction and Resuscitation of the Viable but Nonculturable State in a Cyanobacteria-Lysing Bacterium Isolated from Cyanobacterial Bloom

The viable but nonculturable (VBNC) state has been found to be a growth strategy used by many aquatic pathogens; however, few studies have focused on VBNC state on other aquatic bacterial groups. The purpose of this study was to explore the VBNC state of cyanobacteria-lysing bacteria and the conditions that regulate their VBNC state transformation. Three cyanobacteria-lysing heterotrophic bacterial strains (F1, F2 and F3) were isolated with liquid infection method from a lake that has experienced a cyanobacterial bloom. According to their morphological, physiological and biochemical characteristics and results of 16SrDNA sequence analysis, F1, F2 and F3 were identified as strains of Staphylococcus sp., Stappia sp. and Microbacterium sp., respectively. After being co-cultured with the axenic cyanobacterium, Microcystis aeruginosa 905, for 7 days, strains F1, F2 and F3 exhibited an inhibition effect on cyanobacterial growth, which was expressed as a reduction in chlorophyll concentration of 96.0%, 94.9% and 84.8%, respectively. Both autoclaved and filtered bacterial cultures still showed lytic effects on cyanobacterial cells while centrifuged pellets were less efficient than other fractions. This indicated that lytic factors were extracelluar and heat-resistant. The environmental conditions that could induce the VBNC state of strain F1 were also studied. Under low temperature (4°C), distilled deionized water (DDW) induced almost 100% of F1 cells to the VBNC state after 6 days while different salinities (1%, 3% and 5% of NaCl solution) and lake water required 18 days. A solution of the cyanobacterial toxin microcystin-LR (MC-LR) crude extract also induced F1 to the VBNC state, and the effect was stronger than DDW. Even the lowest MC-LR concentration (10 μg L⁻¹) could induce 69.7% of F1 cells into VBNC state after 24 h. On the other hand, addition of Microcystis aeruginosa cells caused resuscitation of VBNC state F1 cells within 1 day, expressed as an increase of viable cell number and a decrease of VBNC ratio. Both VBNC state and culturable state F1 cells showed lytic effects on cyanobacteria, with their VBNC ratio varying during co-culturing with cyanobacteria. The findings indicated that VBNC state transformation of cyanobacteria-lysing bacteria could be regulated by cyanobacterial cells or their toxin, and the transformation may play an important role in cyanobacterial termination.     

Influence of down-regulation of caspase-3 by siRNAs on sodium-butyrate-induced apoptotic cell death of Chinese hamster ovary cells producing thrombopoietin

Sodium butyrate (NaBu) can enhance the expression of foreign protein of recombinant Chinese hamster ovary (rCHO) cells, but it can also inhibit cell growth and induce cellular apoptosis. Thus, the beneficial effect of using a higher concentration of NaBu on foreign protein expression in rCHO cells is compromised by its growth inhibitory and cytotoxic effects. To overcome this cytotoxic effect of NaBu, an expression vector of small interfering RNAs (siRNAs) targeting against caspase-3, a key effector component in apoptosis, was constructed and transfected into rCHO cells producing human thrombopoietin (hTPO). Using this siRNA strategy, rCHO cells (F21 cells) expressing a low level of caspase-3 proenzyme determined by RT-PCR and Western blot analysis were established. Under the condition of 1-5 mM NaBu addition at the exponential growth phase, down-regulation of caspase-3 in F21 cells could not effectively inhibit NaBu-induced apoptotic cell death. This NaBu-induced apoptotic cell death occurred because F21 cells appeared to compensate for the lack of caspase-3 by increasing the active caspase-7 level. These results suggest that the intracellular caspase's interconnectivity should be taken into consideration for the successful inhibition of apoptosis of rCHO cells.