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1.
Five sources of phytases were used to study their biochemical characteristics. Phytase E was from an original Escherichia coli (E. coli), phytase PI and PG from the transformed Pichia pastoris (P. pastoris) with phytase gene of E. coli, phytase B and R from Aspergillus niger (A. niger). The results showed that the relative phytase activities had no significant changes when temperature was below 60 °C (P>0.05), and then decreased significantly with temperature increasing (P<0.01). The fungal phytase with the phytase gene from A. niger had the higher thermostability than the bacterial phytase with the phytase gene from E. coli; i.e. at 70 °C, 27–58% of phytase activity (compared with 30 °C) was retained for the bacterial phytase, and 73–96% for the fungal phytase; at 90 °C, 20–47% was retained for the bacterial phytase, and 41–52% for the fungal phytase, especially for the most thermostable phytase R (P<0.01). The optimum pH ranges were 3.0–4.5 for the bacterial phytases and 5.0–5.5 for the fungal phytases (P<0.01). When pH levels were 1, 7 and 8, only 3–7% of phytase activity (compared with the maximum phytase activity at a pH point) was retained for both bacterial and fungal phytases. The amount of inorganic P released from soybean meal was significantly increased when the levels of phytase activity in the soybean meal increased from 0 to 1.0 U/g soybean meal (P<0.01), except for phytase PI. The maximum P released was obtained at 1 U/g soybean meal for all five kinds of phytases (P<0.01). The most economical phytase concentration for P released was 0.25 U/g for phytase PI and B, and 0.50–1.0 U/g for phytase PG, E and R. In addition, the linear and non-linear regression models were established to estimate phytase activity and its characteristics very easily and economically.  相似文献   

2.
The ORF encoding the Debaryomyces castellii CBS 2923 phytase was isolated. The deduced 461-amino-acid sequence corresponded to a 51.2 kDa protein and contained the consensus motif (RHGXRXP) which is conserved among phytases. No signal sequence cleavage site was detected. Nine potential N-glycosylation sites have been predicted. The protein shared 21–69% sequence identities with various phytases of yeast or fungal origin. Heterologous expression of the D. castellii CBS 2923 phytase in the methylotrophic yeast Pichia pastoris was tested under both the P. pastoris inducible alcohol oxidase (AOX1) promoter and the constitutive glyceraldehyde-3-phosphate dehydrogenase (GAP) promoter. Maximum production levels obtained were 476 U ml−1, with the AOX1 expression system and 16.5 U ml−1 with the GAP one. These productions corresponded to a 320-fold and a 10-fold overexpression of the protein, respectively as compared to the homologous production. The biochemical characteristics of the recombinant phytase were identical to those of the native enzyme.  相似文献   

3.
4.
Phytic acid (PA) is a major source of inorganic phosphate (Pi) in the soil; however, the plant lacks the capacity to utilize it for Pi nutrition and growth. Microbial phytases constitute a group of enzymes that are able to remobilize Pi from PA. Thus, the use of these phytases to increase the capacity of higher plants to remobilize Pi from PA is of agronomical interest. In the current study, we generate transgenic Arabidopsis lines (ePHY) overexpressing an extracellular form of the phytase PHY‐US417 of Bacillus subtilis, which are characterized by high levels of secreted phytase activity. In the presence of PA as sole source of Pi, while the wild‐type plants show hallmark of Pi deficiency phenotypes, including the induction of the expression of Pi starvation‐induced genes (PSI, e.g. PHT1;4) and the inhibition of growth capacity, the ePHY overexpressing lines show a higher biomass production and no PSI induction. Interestingly, when co‐cultured with ePHY overexpressors, wild‐type Arabidopsis plants (or tobacco) show repression of the PSI genes, improvement of Pi content and increases in biomass production. In line with these results, mutants in the high‐affinity Pi transporters, namely pht1;1 and pht1;1‐1;4, both fail to accumulate Pi and to grow when co‐cultured with ePHY overexpressors. Taken together, these data demonstrate the potential of secreted phytases in improving the Pi content and enhancing growth of not only the transgenic lines but also the neighbouring plants.  相似文献   

5.
Phytase is widespread in nature. It has been used as a cereal feed additive that can enhance the phosphorus and mineral absorption in monogastric animals to reduce the level of phosphorus output in manure. Phytase of Peniophora lycii is a 6′-phytase, which owns high specific activity. To achieve a high expression level of 6′-phytase in Pichia pastoris, the 1,230-bp phytase gene of P. lycii was synthesized and optimized for codon usage, G+C content, as well as mRNA secondary structures. The gene constructs containing wild type or modified phytase gene coding sequences under the control of the highly-inducible alcohol oxidase gene (AOX1) promoter, the synthetic signal peptide (designated MF4I), which is a codon-modified Saccharomyces cerevisiae mating factor α-prepro-leader sequence, were used to transform P. pastoris. The P. pastoris strain that expressed the modified phytase gene (phy-pl-sh) with MF4I sequence produced 12.2 g phytase per liter of fluid culture, with the phytase activity of 10,540 U ml−1. The yield of the modified phytase gene, with bias codon usage and MF4I signal, is 4.4 times higher than that of the wild type gene with MF4I signal and 13.6 times higher than that of the wild type gene with wild type S. cerevisiae signal. The recombinant phytase had one optimum pH (pH 4.5) and an optimum temperature of 50°C. The P. pastoris strain expressed the modified 6-phytase gene, with the MF4I signal peptide showing great potential as a commercial phytase production system.Electronic Supplementary MaterialSupplementary material is available for this article at  相似文献   

6.
Over two hundred bacteria were isolated from the halosphere, rhizosphere and endophyte of Malaysian maize plantation and screened for phytases activity. Thirty isolates with high detectable phytase activity were chosen for media optimization study and species identification. Ten types of bacterial phytase producers have been discovered in this study, which provides opportunity for characterization of new phytase(s) and various commercial and environmental applications. The majority of the bacterial isolates with high detectable phytase activity were of endophyte origin and 1.6% of the total isolates showed phytase activity of more than 1 U/ml. Most of the strains produced extra-cellular phytase and Staphylococcus lentus ASUIA 279 showed the highest phytase activity of 1.913 U/ml. All 30 species used in media optimization study exhibit favorable enzyme production when 1% rice bran was included in the growth media.  相似文献   

7.
Phosphorus cycling exerts significant influence upon soil fertility and productivity – processes largely controlled by microbial activity. We adopted phenotypic and metagenomic approaches to investigate phosphatase genes within soils. Microbial communities in bare fallowed soil showed a marked capacity to utilise phytate for growth compared with arable or grassland soil communities. Bare fallowed soil contained lowest concentrations of orthophosphate. Analysis of metagenomes indicated phoA, phoD and phoX, and histidine acid and cysteine phytase genes were most abundant in grassland soil which contained the greatest amount of NaOH‐EDTA extractable orthophosphate. Beta‐propeller phytase genes were most abundant in bare fallowed soil. Phylogenetic analysis of metagenome sequences indicated the phenotypic shift observed in the capacity to mineralise phytate in bare fallow soil was accompanied by an increase in phoD, phoX and beta‐propeller phytase genes coding for exoenzymes. However, there was a remarkable degree of genetic similarity across the soils despite the differences in land‐use. Predicted extracellular ecotypes were distributed across a greater range of soil structure than predicted intracellular ecotypes, suggesting that microbial communities subject to the dual stresses of low nutrient availability and reduced access to organic material in bare fallowed soils rely upon the action of exoenzymes.  相似文献   

8.
A phytase gene was cloned from Neosartorya spinosa BCC 41923. The gene was 1,455 bp in size, and the mature protein contained a polypeptide of 439 amino acids. The deduced amino acid sequence contains the consensus motif (RHGXRXP) which is conserved among phytases and acid phosphatases. Five possible disulfide bonds and seven potential N-glycosylation sites have been predicted. The gene was expressed in Pichia pastoris KM71 as an extracellular enzyme. The purified enzyme had specific activity of 30.95 U/mg at 37°C and 38.62 U/mg at 42°C. Molecular weight of the deglycosylated recombinant phytase, determined by SDS-PAGE, was approximately 52 kDa. The optimum pH and temperature for activity were pH 5.5 and 50°C. The residual phytase activity remained over 80% of initial activity after the enzyme was stored in pH 3.0 to 7.0 for 1 h, and at 60% of initial activity after heating at 90°C for 20 min. The enzyme exhibited broad substrate specificity, with phytic acid as the most preferred substrate. Its K m and V max for sodium phytate were 1.39 mM and 434.78 U/mg, respectively. The enzyme was highly resistant to most metal ions tested, including Fe2+, Fe3+, and Al3+. When incubated with pepsin at a pepsin/phytase ratio of 0.02 (U/U) at 37°C for 2 h, 92% of its initial activity was retained. However, the enzyme was very sensitive to trypsin, as 5% of its initial activity was recovered after treating with trypsin at a trypsin/phytase ratio of 0.01 (U/U).  相似文献   

9.
Phytase genephyA2, whose signal peptide encoding sequence and intron sequence had been removed, was modified. The Arg-encoding codons CGG and CAG inphyA2 were mutated into synonymous codon AGA. The modifiedphyA2 was fused behind a-factor signal sequence under the control ofAOX1 promoter in plasmid pPIC9, then introduced into the hostPichia pastoris by electroporation. The results of Southern blotting analysis and Northem blotting analysis demonstrated that thephyA2 gene had integrated into the genome ofP. pastoris and transcribed. The result of SDS-PAGE of the phytase expressed by P.pastoris showed that the modifiedphyA2 had been overexpressed and secreted. The concentration of the phytase expressed by P.pastoris with modifiedphyA2 exceeded 15 000 U/mL, which had a 3 000-fold increase over that of originAspergillus niger 963 and was 37 times higher than that of recombinantP. pastoris with non-modifiedphyA2. Project supported by the “863” program, National Science and Technology Commission of China.  相似文献   

10.
The physical and chemical properties of six crude phytase preparations were compared. Four of these enzymes (Aspergillus A, Aspergillus R, Peniophora and Aspergillus T) were produced at commercial scale for the use as feed additives while the other two (E. coli and Bacillus) were produced at laboratory scale. The encoding genes of the enzymes were from different microbial origins (4 of fungal origin and 2 of bacterial origin, i.e., E. coli and Bacillus phytases). One of the fungal phytases (Aspergillus R) was expressed in transgenic rape. The enzymes were studied for their pH behaviour, temperature optimum and stability and resistance to protease inactivation. The phytases were found to exhibit different properties depending on source of the phytase gene and the production organism. The pH profiles of the enzymes showed that the fungal phytases had their pH optima ranging from 4.5 to 5.5. The bacterial E. coli phytase had also its pH optimum in the acidic range at pH 4.5 while the pH optimum for the Bacillus enzyme was identified at pH 7.0. Temperature optima were at 50 and 60°C for the fungal and bacterial phytases, respectively. The Bacillus phytase was more thermostable in aqueous solutions than all other enzymes. In pelleting experiments performed at 60, 70 and 80°C in the conditioner, Aspergillus A, Peniophora (measurement at pH 5.5) and E. coli phytases were more heat stable compared to other enzymes (Bacillus enzyme was not included). At a temperature of 70°C in the conditioner, these enzymes maintained a residual activity of approximately 70% after pelleting compared to approximately 30% determined for the other enzymes. Incubation of enzyme preparations with porcine proteases revealed that only E. coli phytase was insensitive against pepsin and pancreatin. Incubation of the enzymes in digesta supernatants from various segments of the digestive tract of hens revealed that digesta from stomach inactivated the enzymes most efficiently except E. coli phytase which had a residual activity of 93% after 60 min incubation at 40°C. It can be concluded that phytases of various microbial origins behave differently with respect to their in vitro properties which could be of importance for future developments of phytase preparations. Especially bacterial phytases contain properties like high temperature stability (Bacillus phytase) and high proteolytic stability (E. coli phytase) which make them favourable for future applications as feed additives.  相似文献   

11.
This article deals with the optimization of the various parameters for production of phytase using Achromobacter sp. PB‐01 in submerged fermentation (SmF). A semisynthetic medium containing ingredients of phytase screening media (PSM) supplemented with 2% (w/v) sucrose, 1% (w/v) peptone, and 10% (w/v) wheat bran was found to be the best production medium among the various combinations tried. Among various surfactants added to SmF, Triton X‐100 (0.1%) exhibited a 16% increase in phytase activity. An overall 11.2 fold enhancement in enzyme activity (0.79 U/mL→8.84 U/mL) was attained when SmF was carried out using 0.5% (v/v) inoculum of a 15 h old culture of Achromobacter sp. PB‐01 at an initial pH of 5.5, temperature 30°C and allowed to grow for 48 h. Presence of accessory hydrolytic enzymes in the crude extract further added value as feed additive by mediating efficient degradation of non‐starch polysaccharides (NSP). In addition, we also investigated the efficacy of phytase on different agro‐industrial residues using in vitro experiments that simulated the conditions of the digestive tract. Results indicate that phytase from our source hydrolyze phytate efficiently with the concomitant liberation of inorganic phosphate, protein, reducing sugar, and calcium. © 2012 American Institute of Chemical Engineers Biotechnol. Prog., 2012  相似文献   

12.
A novel method is proposed to produce both phytase and single-cell protein in recombinant Pichia pastoris fermentation using monosodium glutamate wastewater (MSGW) as the basal medium. Recombinant P. pastoris MR33 transformed with a phytase gene (AppA-m) from Escherichia coli was constructed and showed capability to utilize ammonium as the only nitrogen source. The fermentation medium was optimized in shake flasks by single-factor test and response surface methodology. A fed-batch system containing 30% MSGW, 50 g/l glucose, 1.58 g/l CaSO4, 5.18 g/l MgSO4 and 6.67 g/l KH2PO4 was developed in a 3.7-l bioreactor. The maximum phytase activity in the MSGW medium reached 3,380 U/ml, 84.2% of that in chemically defined medium, and the dry cell weight was 136 g/l. The single-cell protein (SCP; 46.66% dry cell weight) contains a variety of amino acids and is low in fat, which is ideal for utilization in animal feed. Thus, it is feasible to use MSGW medium for the production of enzymes that can be expressed in P. pastoris.  相似文献   

13.
Phytases (myo-inositol hexakisphosphate phosphohydrolases) are found naturally in plants and microorganisms, particularly fungi. Interest in these enzymes has been stimulated by the fact that phytase supplements increase the availability of phosphorus in pig and poultry feed and thereby reduce environmental pollution due to excess phosphate excretion in areas where there is intensive livestock production. The wild-type phytases from six different fungi, Aspergillus niger, Aspergillus terreus, Aspergillus fumigatus, Emericella nidulans, Myceliophthora thermophila, and Talaromyces thermophilus, were overexpressed in either filamentous fungi or yeasts and purified, and their biophysical properties were compared with those of a phytase from Escherichia coli. All of the phytases examined are monomeric proteins. While E. coli phytase is a nonglycosylated enzyme, the glycosylation patterns of the fungal phytases proved to be highly variable, differing for individual phytases, for a given phytase produced in different expression systems, and for individual batches of a given phytase produced in a particular expression system. Whereas the extents of glycosylation were moderate when the fungal phytases were expressed in filamentous fungi, they were excessive when the phytases were expressed in yeasts. However, the different extents of glycosylation had no effect on the specific activity, the thermostability, or the refolding properties of individual phytases. When expressed in A. niger, several fungal phytases were susceptible to limited proteolysis by proteases present in the culture supernatant. N-terminal sequencing of the fragments revealed that cleavage invariably occurred at exposed loops on the surface of the molecule. Site-directed mutagenesis of A. fumigatus and E. nidulans phytases at the cleavage sites yielded mutants that were considerably more resistant to proteolytic attack. Therefore, engineering of exposed surface loops may be a strategy for improving phytase stability during feed processing and in the digestive tract.  相似文献   

14.
The 1,332 bp phytase gene of Penicillium oxalicum PJ3 was inserted into the expression vector, pPICZαA and expressed in the methylotrophic yeast, Pichia pastoris as an active, extracellular phytase. The recombinant phytase reached a maximum yield of 12 U/ml of medium at 120 h of cultivation after methanol induction under shake-flask conditions. The enzyme was glycosylated, with a molecular mass of about 62.5 kDa. The Michaelis constant (K m) and maximum reaction rate (V max) for sodium phytate was 0.37 mM and 526.3 U/mg of protein, respectively. The optimal activity occurred at pH 4.5 and 55°C. Jaecheon Lee and Yunjaie Choi contributed equally to this work.  相似文献   

15.
Luo H  Huang H  Yang P  Wang Y  Yuan T  Wu N  Yao B  Fan Y 《Current microbiology》2007,55(3):185-192
A novel phytase gene appA, with upstream and downstream sequences from Citrobacter amalonaticus CGMCC 1696, was cloned by degenerate polymerase chain reaction (PCR), and thermal asymmetric interlaced (TAIL) PCR and was overexpressed in Pichia pastoris. Sequence analysis revealed one open reading frame that consisted of 1311 bp encoding a 436–amino-acid protein, which had a deduced molecular mass of 46.3 kDa. The phytase appA belongs to the histidine acid phosphatase family and exhibits the highest identity (70.1%) with C. braakii phytase. The gene was overexpressed in P. pastoris. The secretion yield of recombinant appA protein was accumulated to approximately 4.2 mg·mL−1, and the enzyme activity level reached 15,000 U·mL−1, which is higher than any previous reports. r-appA was glycosylated, as shown by Endo H treatment. r-appA was purified and characterized. The specific activity of r-appA for sodium phytate was 3548 U·mg−1. The optimum pH and temperature for enzyme activity were 4.5 and 55°C, respectively. r-appA was highly resistant to pepsin or trypsin treatment. This enzyme could be an economic and efficient alternative to the phytases currently used in the feed industry.  相似文献   

16.
To develop an effective fermentation system for producing Escherichia coliphytase AppA2, we expressed the enzyme in three inducible yeast systems: Saccharomyces cerevisiae (pYES2), Schizosaccharomyces pombe (pDS472a), and Pichia pastoris (pPICZ A), and one constitutive system: P. pastoris (pGAPZA). All four systems produced an extracellular functional AppA2 phytase with apparent molecular masses ranging from 51.5 to 56 kDa. During 8-day batch fermentation in shaking flasks, the inducible Pichia system produced the highest activity (272 units ml–1 medium), whereas the Schizo. pombesystem produced the lowest activity (2.8 units ml–1). The AppA2 phytase expressed in Schizo. pombehad 60–75% lower Kmfor sodium phytate and 28% higher heat-stability at 65 °C than that expressed in other three systems. However, all four recombinant AppA2 phytases had pH optimum at 3.5 and temperature optimum at 55 °C and similar efficacy in hydrolyzing phytate–phosphate from soybean meal.Revisions requested 18 November 2004; Revisions received 7 January 2005  相似文献   

17.
A strain of Thermomyces lanuginosus, isolated from hot spring water in Turkey, was studied for optimization of phytase production using solid-state fermentation. Effects on fermentation of different production parameters such as substrate type, moisture, culture time, and inoculum size were investigated using a one-factor-at-a-time approach. Central composite design (CCD) of response surface methodology was applied for the optimization of four factors (culture temperature, initial pH, aeration area, age of seeding culture) that were affecting phytase production by Thermomyces lanuginosus in rice bran. Maximum phytase activity was achieved by using rice bran. The optimum levels of variables that supported maximum enzyme activity were moisture 70%, culture time 7 days, inoculum size 40%, culture temperature 55°C, initial pH 7.5, aeration area 30%, age of seeding culture 5 days, sucrose 1%, and ZnSO4 2.5 mM. An overall 10.83-fold enhancement in phytase activity (0.30 to 3.248 U) was attained due to the optimization.  相似文献   

18.
Thermostable phytases, which are active over broad pH ranges, may be useful as feed additives, since they can resist the temperatures used in the feed-pelleting process. We designed new beta-propeller phytases, using a structure-guided consensus approach, from a set of amino acid sequences from Bacillus phytases and engineered Pichia pastoris strains to overproduce the enzymes. The recombinant phytases were N-glycosylated, had the correct amino-terminal sequence, showed activity over a pH range of 2.5 to 9, showed a high residual activity after 10 min of heat treatment at 80°C and pH 5.5 or 7.5, and were more thermostable at pH 7.5 than a recombinant form of phytase C from Bacillus subtilis (GenBank accession no. AAC31775). A structural analysis suggested that the higher thermostability may be due to a larger number of hydrogen bonds and to the presence of P257 in a surface loop. In addition, D336 likely plays an important role in the thermostability of the phytases at pH 7.5. The recombinant phytases showed higher thermostability at pH 5.5 than at pH 7.5. This difference was likely due to a different protein total charge at pH 5.5 from that at pH 7.5. The recombinant beta-propeller phytases described here may have potential as feed additives and in the pretreatment of vegetable flours used as ingredients in animal diets.Phytases (myo-inositol hexakisphosphate phosphohydrolases; EC 3.1.3.8, EC 3.1.3.26, and EC 3.1.3.72) hydrolyze phytate (myo-inositol hexakisphosphate), the major storage form of phosphorus in feeds of plant origin (27). Monogastric and agastric animals, such as pigs, poultry, and fish, cannot utilize dietary phosphorus because their gastrointestinal tracts are deficient in enzymes with phytase activity (27, 28, 30). Therefore, these enzymes have significant value as animal feed additives.Based on the presence of a specific consensus motif and their three-dimensional structures, phytases are classified into four major classes: histidine acid, beta-propeller, cysteine, and purple acid phytases (28, 30). Most of the commercially available phytases are histidine acid phytases derived from fungi (of the genus Aspergillus) and possess catalytic activity in the pH range of 2.5 to 6. On the other hand, bacterial phytases from the genus Bacillus are beta-propeller phytases. These phytases are structurally different from the fungal phytases, possess a pH optimum close to 7, and exhibit activity within a range of pHs that is broader than that of the fungal phytases (16, 22, 23, 35). Because animal feeds are commonly pelleted, a useful phytase additive should resist the temperatures of the pelleting process.Among the protein-engineering strategies described for improving protein thermostability, data-driven protein design uses available sequences and structures to predict potential stabilizing amino acids as targets for mutation. Specifically, stabilizing amino acids can be predicted from the consensus amino acid sequence for homologous proteins, thus reducing the number of candidates to be tested experimentally. This approach has been applied successfully to engineer protein thermostability (25, 26). A further improvement is the structure-guided consensus approach, which uses structural information to further reduce the number of protein candidates to be tested for thermostability (37).The methylotrophic yeast Pichia pastoris has been developed as a host for the efficient production and secretion of foreign proteins (20). Protein-engineering strategies that use P. pastoris as the host can improve both protein thermostability and protein overproduction. Therefore, we designed new beta-propeller phytases with a high probability of being thermostable and with a broad range of pH activities. We used a structure-guided consensus approach and a set of amino acid sequences from Bacillus phytases. We engineered P. pastoris strains to introduce phytase-encoding sequences that harbor P. pastoris-preferred codons to overproduce the designed phytases. In addition, the produced phytases were characterized biochemically, and their thermostabilities were correlated with protein structures.  相似文献   

19.
A phytase gene (appA) from Escherichia coli was cloned into Streptomyces lividans and expressed as an extracellular protein which was then compared with the same enzyme expressed in Pichia pastoris. The phytase expressed in S. lividans was not glycosylated and had a molecular mass of 45 kDa. Compared with the glycosylated phytase expressed in P. pastoris, this non-glycosylated phytase was 25–50% less active (p<0.05) at pH 2 to 3.5 or at 45 and 55 °C, but 50% more active (p<0.05) at 75 °C. The thermo-tolerance of the non-glycosylated phytase was 26 and 48% higher (p<0.05) than that of the glycosylated phytase at 45 and 55 °C, but was 80 and 94% lower (p<0.05) at 65 ° and 75 °C, respectively.  相似文献   

20.
The production of norovirus virus‐like particles (NoV VLPs) displaying NY‐ESO‐1 cancer testis antigen in Pichia pastoris BG11 Mut+ has been enhanced through feed‐strategy optimization using a near‐infrared bioprocess monitor (RTBio® Bioprocess Monitor, ASL Analytical, Inc.), capable of monitoring and controlling the concentrations of glycerol and methanol in real‐time. The production of NoV VLPs displaying NY‐ESO‐1 in P. pastoris has potential as a novel cancer vaccine platform. Optimization of the growth conditions resulted in an almost two‐fold increase in the expression levels in the fermentation supernatant of P. pastoris as compared to the starting conditions. We investigated the effect of methanol concentration, batch phase time, and batch to induction transition on NoV VLP‐NY‐ESO‐1 production. The optimized process included a glycerol transition phase during the first 2 h of induction and a methanol concentration set point of 4 g L?1 during induction. Utilizing the bioprocess monitor to control the glycerol and methanol concentrations during induction resulted in a maximum NoV VP1‐NY‐ESO‐1 yield of 0.85 g L?1. © 2016 American Institute of Chemical Engineers Biotechnol. Prog., 32:518–526, 2016  相似文献   

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