On-line prediction of the feeding phase in high-cell density cultivation of rE. coli using constructive neural networks.

Streptococcus pneumoniae (pneumococcus) is a bacterium responsible for a wide spectrum of illnesses. The surface of the bacterium consists of three distinctive membranes: plasmatic, cellular and the polysaccharide (PS) capsule. PS capsules may mediate several biological processes, particularly invasive infections of human beings. Prevention against pneumococcal related illnesses can be provided by vaccines. There is a sound investment worldwide in the investigation of a proteic antigen as a possible alternative to pneumococcal vaccines based exclusively on PS. A few proteins which are part of the membrane of the pneumococcus seem to have antigen potential to be part of a vaccine, particularly the PspA. A vital aspect in the production of the intended conjugate pneumococcal vaccine is the efficient production (in industrial scale) of both, the chosen PS serotypes as well as the PspA protein. Growing recombinant Escherichia coli (rE. coli) in high-cell density cultures (HCDC) under a fed-batch regime requires a refined continuous control over various process variables where the on-line prediction of the feeding phase is of particular relevance and one of the focuses of this paper. The viability of an on-line monitoring software system, based on constructive neural networks (CoNN), for automatically detecting the time to start the fed-phase of a HCDC of rE. coli that contains a plasmid used for PspA expression is investigated. The paper describes the data and methodology used for training five different types of CoNNs, four of them suitable for classification tasks and one suitable for regression tasks, aiming at comparatively investigate both approaches. Results of software simulations implementing five CoNN algorithms as well as conventional neural networks (FFNN), decision trees (DT) and support vector machines (SVM) are also presented and discussed. A modified CasCor algorithm, implementing a data softening process, has shown to be an efficient candidate to be part of an on-line HCDC monitoring system for detecting the feeding phase of the HCDC process.

Improved method to calculate the antibody avidity index.

The methods currently used to determine the immunoglobulin avidity index (AI) require the choice of a reference point in the ELISA titration curve. Since both curves, with and without denaturating reagents, seldom run in parallel, the AI value becomes highly dependent on this reference. The new method for AI calculation presented here takes into account the whole data of the ELISA titration curve in which the final numerical AI is the average of each point.

Introduction of air in the anaerobic culture of Streptococcus pneumoniae serotype 23F induces the release of capsular polysaccharide from bacterial surface into the cultivation medium.

AIM: An approach to increase Streptococcus pneumoniae capsular polysaccharide (CPS) in the culture medium during fed-batch cultivation in bioreactor. METHODS AND RESULTS: Streptococcus pneumoniae serotype 23F was cultivated in a 5-l bioreactor with nitrogen-sparging and followed by addition of air in the stationary phase. The amount of CPS released in the supernatant progressively increased under air sparging. The profile of cellular viability and optical density was similar in both cultures. Immunoelectron microscopy showed that the amount of tightly cell-bound CPS was higher in bacteria cultivated under nitrogen than under air. CONCLUSIONS: The stress caused by the addition of air at the stationary phase promoted a large increase of free CPS into the medium, as a consequence of the morphologic change in the capsule. SIGNIFICANCE AND IMPACT OF THE STUDY: The use of air in the stationary phase of the culture would greatly simplify the subsequent downstream process, allowing CPS purification from the supernatant. The direct consequence of this process improvement is the reduction of vaccine production costs.

Polysaccharide production of Neisseria meningitidis (Serogroup C) in batch and fed-batch cultivations

Serogroup C polysaccharide from Neisseria. meningitidis constitutes the antigen for the vaccine against the disease caused by this bacterium. Aiming at enhancing the final polysaccharide concentration as well as the overall yield factor (polysaccharide/biomass), 20 cultivations were carried out in Frantz medium in a 13 L bioreactor at 35°C, 0.5 atm, 400 rpm and air flowrate of 2 L/min. A series of nine batch experiments was carried out under three different conditions (with control of dissolved oxygen at 10%, with control of pH at 6.5 and without dissolved oxygen and pH controls). Another set of runs consisted of 11 fed-batch cultivations without dissolved oxygen control, varying glucose concentration from less than 1.0-3.0 g/L, four of which performed controlling the pH at 6.5, and four under partial fed-batch conditions. The highest polysaccharide concentration (0.26 g/L) and the overall yield (0.16 g/g), were obtained in batch and partial fed-batch experiments when glucose concentration was maintained below 1.0 g/L. An empirical relation is proposed to relate the specific production rate of polysaccharide to glucose concentration during the stationary growth phase of the fed-batch runs. The obtained polysaccharide satisfies the molecular weight criterion, being a suitable antigen for vaccine production.

Immune response to native NadA from Neisseria meningitidis and its expression in clinical isolates in Brazil

A mAb against the NadA protein from Neisseria meningitidis strain 3006 (serosubtype B : 2b : P1.2 : P5.2,8) demonstrated strong bactericidal activity against Brazilian epidemic serogroup B strain N44/89 (B : 4,7 : P1.19,15 : P5.5,7) and a serogroup C strain, IMC 2135 (C : 2a : P1.5,2), but not against another serogroup C strain, N1002/90 (C : 2b : P1.3 : P5.8). The immunogenicity of native NadA in an outer-membrane vesicle (OMV) preparation was also tested. Serum from mice immunized with OMV from serogroup B strain N44/89, which contains the NadA protein, showed bactericidal activity against serogroup B and C strains possessing NadA. In dot-blot analysis of 100 serogroup B and 100 serogroup C isolates from Brazilian patients, the mAb to NadA recognized about 60% of the samples from both serogroups. The molecular mass of the NadA protein from strain N44/89 determined by mass spectrometry was 37 971 Da and the peptide sequences were identical to those of NadA from N. meningitidis strain MC58.

Optimization of medium and cultivation conditions for capsular polysaccharide production by Streptococcus pneumoniae serotype 23F.

The influence of medium composition and culture conditions on Streptococcus pneumoniae serotype 23F cultivation was investigated in order to develop an industrial method for polysaccharide (PS) production. Acid-hydrolyzed casein (AHC) and dialyzed enzymatically hydrolyzed soybean meal (EHS) were investigated as nitrogen sources, and the vitamin solution of Hoeprich's medium and dialyzed yeast extract as vitamin sources. The influence of initial glucose concentration was also evaluated. In flask experiments, the best nitrogen source for PS production was AHC; EHS yielded small amounts of PS without interfering with bacterial growth. Dialyzed yeast extract provided an approximately 2-fold increase in PS production when compared to Hoeprich's vitamin solution. In a 5-l bioreactor, it was observed that the pneumococcus did not grow under aerobic conditions, CO(2) did not increase PS yield, glucose was inhibitory above 30 g l(-1), and the main glucose catabolism product was lactate, which had an inhibitory effect on cell growth. When anaerobic cultivation was performed under N(2) flow using the optimized medium, 240 mg l(-1) of soluble PS was obtained, which represents a 3-fold increase in yield as compared to that described in the published patent [Yavordios and Cousin (1983) European Patent 0 071515 A1]. Application of these results would considerably simplify upstream and downstream processes for PS production.

Optimization of medium and cultivation conditions for capsular polysaccharide production by Streptococcus pneumoniae serotype 23F

The influence of medium composition and culture conditions on Streptococcus pneumoniae serotype 23F cultivation was investigated in order to develop an industrial method for polysaccharide (PS) production. Acid-hydrolyzed casein (AHC) and dialyzed enzymatically hydrolyzed soybean meal (EHS) were investigated as nitrogen sources, and the vitamin solution of Hoeprich's medium and dialyzed yeast extract as vitamin sources. The influence of initial glucose concentration was also evaluated. In flask experiments, the best nitrogen source for PS production was AHC; EHS yielded small amounts of PS without interfering with bacterial growth. Dialyzed yeast extract provided an approximately 2-fold increase in PS production when compared to Hoeprich's vitamin solution. In a 5-l bioreactor, it was observed that the pneumococcus did not grow under aerobic conditions, CO2 did not increase PS yield, glucose was inhibitory above 30 g l-1, and the main glucose catabolism product was lactate, which had an inhibitory effect on cell growth. When anaerobic cultivation was performed under N2 flow using the optimized medium, 240 mg l-1 of soluble PS was obtained, which represents a 3-fold increase in yield as compared to that described in the published patent [Yavordios and Cousin (1983) European Patent 0 071515 A1]. Application of these results would considerably simplify upstream and downstream processes for PS production.

High-level expression of tetanus toxin fragment C-thioredoxin fusion protein in Escherichia coli.

An insert of Clostridium tetani DNA corresponding to fragment C of tetanus toxin was amplified by PCR. This 1.4 kb fragment was cloned into the high-expression vector pET32a, under control of the T7 promoter. Expression of this plasmid in Escherichia coli BL21(DE3) resulted in the production of a fusion protein ( approximately 62 kDa) consisting of 112 amino acids of thioredoxin and approximately 450 amino acids of fragment C. This fusion protein was recognized by anti-tetanus toxoid antiserum in an ELISA and on immunoblots. The recombinant fragment-C-thioredoxin protein was purified significantly in one step by Ni(2+)-chelate Sepharose, the final yield being approximately 35 mg/l. Immunization of animals with the recombinant protein produced antibodies that were able to recognize the tetanus toxin. By using this gene-fusion expression system we produced soluble fragment C of tetanus toxin in a high yield, preventing many problems inherent in the use of other expression systems that produce either insoluble fragment C in inclusion bodies, or a soluble form, but in low yield, using E. coli as the expression host.

Neisseria meningitidis serogroup C polysaccharide and serogroup B outer membrane vesicle conjugate as a bivalent meningococcus vaccine candidate.

Neisseria meningitidis serogroup C polysaccharide (PS C) was conjugated to serogroup B outer membrane vesicles (OMV) in order to test the possibility of obtaining a bivalent group B and C meningococcus vaccine. The conjugate and controls were injected intraperitoneally into groups of ten mice with boosters on days 14 and 28 after the primary immunization. The following groups were used as control: (i) PS C; (ii) PS C plus OMV; (iii) OMV; and (iv) saline. The serum collected on days 0, 14, 28 and 42 were tested by enzyme-linked immunosorbent assay (ELISA) for PS C and OMV, and by complement mediated bactericidal assay against serogroups B and C. ELISA for PS C as well as bactericidal titres against serogroup C meningococci of the conjugated vaccine increased eight-fold (ELISA) and 32 fold (bactericidal) after 42 days in comparison with the PS C control group. ELISA for OMV and bactericidal titre against serogroup B meningococci of the conjugate showed no significant difference in comparison with the OMV containing controls. Furthermore, Western Blot assay of the conjugate immune serum did not bind OMV class four protein which is related to the complement dependent antibody suppressor. The results indicate that the PS C-OMV conjugate could be a candidate for a bivalent vaccine toward serogroups B and C meningococci.

Effect of a proteinase inhibitor from the plasma of Bothrops jararaca on coagulant and myotoxic activities of Bothrops venoms.

A proteinase inhibitor purified from the plasma of Bothrops jararaca was tested for the neutralization of total blood clotting activity, prothrombin activating factor and thrombin-like activity of B. jararaca venom and also myotoxic activity of B. jararacussu venom. This inhibitor was also tested for neutralization of the lethality induced by the venom of B. jararaca and B. jararacussu. The inhibitor markedly reduced the total blood clotting activity (95%) and the prothrombin activating factor (98%), and partially decreased the thrombin-like activity of B. jararaca venom. The proteinase inhibitor failed to neutralize the myotoxic activity of B. jararacussu. Lethality induced by the venom of B. jararaca in mice was inhibited by the proteinase inhibitor, whereas the protection on B. jararacussu venom was only partial. These results show that the proteinase inhibitor purified from the plasma of B. jararaca inhibits different proteinases but not myotoxins of Bothrops venoms, and consequently neutralizes the toxic effect due to these proteins.

Neutralization of myotoxic activity of Bothrops venoms by antisera to purified myotoxins and to crude venoms.

A phospholipase myotoxin (MOO-1) and a non-phospholipase myotoxin (JSU-5) were studied for their antigenic cross-reactivity and neutralization by different antisera. Antisera against JSU-5 and MOO-1 reacted equally with both myotoxins in ELISA assays. The specificity of these antisera was also similar, recognizing the same 14,000-18,000 mol. wt components in the venoms of Bothrops jararacussu, Bothrops moojeni, Bothrops neuwiedi and Bothrops pradoi. Using creatine kinase assays, JSU-5 myotoxicity was completely neutralized by B. jararacussu antivenom or anti-JSU-5 antibodies and partially neutralized by B. moojeni antivenom or anti-MOO-1 antibodies. MOO-1 myotoxicity was completely neutralized by antisera against JSU-5 and MOO-1 and B. jararacussu antivenom, and only partially neutralized by B. moojeni antivenom. B. jararacussu venom induced high titres of antibodies against purified myotoxins. This antiserum completely inhibited the myotoxicity of the homologous venom and significantly reduced the myotoxicity of the remaining myotoxin-containing venoms. It is suggested that B. jararacussu venom is a good immunogen to induce antibodies against myotoxins present in the venoms of the different species of Bothrops.

Purification of a proteinase inhibitor from the plasma of Bothrops jararaca (jararaca).

A proteinase inhibitor was isolated from the plasma of Bothrops jararaca by three chromatographic steps: DEAE Sephacel, Phenyl Sepharose and Bio Gel P200. It inhibited caseinolytic and hemorrhagic activity of the whole venom of B. jararaca. Proteolytic activity of bothropasin and J protease, both metalloproteinases of the venom, were neutralized by the inhibitor. The J protease-inhibitor complex was isolated by gel filtration chromatography in HPLC and the electrophoresis pattern of this complex showed that the interaction between enzyme and inhibitor is not covalent.

Differences in distribution of myotoxic proteins in venoms from different Bothrops species.

Antigens with high myotoxic activity were isolated from Bothrops jararacussu venom by Sephadex G-75 and SP-Sephadex C-25. These antigens were recognized using western blotting by B. jararacussu, B. moojeni, B. neuwiedi and B. pradoi antivenoms, and weakly by B. jararaca antivenom. B. alternatus, B. atrox, B. cotiara and B. erythromelas antivenoms failed to recognize these antigens. Antisera raised against these antigens recognized bands with mol. wt around 18,000 in the venoms of B. jararacussu, B. moojeni, B. neuwiedi and B. pradoi and reacted in ELISA with non-denaturated B. jararaca venom. However it failed to react in ELISA with nondenatured B. alternatus, B. atrox, B. cotiara and B. erythromelas venoms. The myotoxicity induced by these crude venoms confirmed that these antigens are possibly the only major myotoxin as the levels of creatine phosphokinase activity in mice serum released by intramuscular injection of B. jararacussu, B. moojeni, B. neuwiedi and B. pradoi venoms (myotoxin +) were five to eight-fold higher than those obtained with B. alternatus, B. atrox, B. cotiara, B. erythromelas and B. jararaca venoms. Using the double immunodiffusion technique the myotoxins of B. jararacussu, B. neuwiedi and B. pradoi showed total identity while B. moojeni myotoxin behaved as a partially identical antigen.

Purification and some characteristics of a zinc metalloprotease from the venom of Bothrops jararaca (jararaca).

A metalloprotease from Bothrops jararaca venom (J protease) was purified by DEAE-Sephacel, CM-cellulose, Sephacryl S-200 and Sephadex G-75 chromatograph. The proteolytic activity was inactivated by EDTA, o-phenanthroline and DTNB. Phosphoramidon and cysteine protease inhibitors (leupeptin, E64 and its derivatives) were inactive on this enzyme. J protease was activated by calcium and the metal content analysis showed the presence of one mole each of tightly bond zinc and calcium per mole of this J protease. The amino acid composition, N-terminal amino acid sequence (29 residues) and the cleavage sites on the oxidized insulin B chain and angiotensin I were determined.

Antigenic relationship among antihemorrhagic factors from snake and opossum plasmas.

Immunological relationships among antihemorrhagic factors (AHF) present in the plasma of different snakes and a mammal (opossum) were studied. Antibodies were prepared against purified Bothrops jararaca and Didelphis marsupialis aurita (opossum) AHF. The antigen-antibody reaction was determined by direct ELISA and by the competition of homologous antigen-antibody reaction with a heterologous competitor antigen. Plasmas from several snakes and from opossum were used as antigens. Anti-AHF (B. jararaca) reacted only with snake plasmas. Antibody against opossum AHF was detectable only when the homologous antigen was used. Differences in the reactivity of snake plasmas with antibodies against B. jararaca were demonstrable only when a competition assay was used: B. alternatus showed a reaction pattern similar to that of B. jararaca while Crotalus durissus terrificus and the nonvenomous snake, Wanglerophis merremii, presented reduced reactivity.

Activation of low molecular weight acid phosphatase from bovine brain by purines and glycerol.

Low molecular weight acid phosphatase (orthophosphoric monoester phosphophydrolase (acid optimum), EC 3.1.3.2) from bovine brain is activated up to 4-fold by guanosine, guanine, adenine, adenosine, and 6-ethylmercapto-purine. Several pyrimidines and other purines were tested and did not show any activation effect. The rate enhancement induced by purines is uncompetitive and not caused by transphosphorylation to the activator. Using transphosphorylation to glycerol as a probe, it is proposed that the activator binds to one of the phosphorylated intermediates in the reaction pathway. These findings are discussed in terms of the catalytic mechanism of low molecular weight acid phosphatase.