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1.
PDA J Pharm Sci Technol ; 72(2): 188-198, 2018.
Article in English | MEDLINE | ID: mdl-29242393

ABSTRACT

We propose a new index and graphical display for quantifying and visualizing process performance in the pharmaceutical industry. These tools can provide management a comprehensive, high level overview of the process performance of a global manufacturing network suitable for risk ranking, by which is meant: identifying those processes at greatest risk of failing to meet specifications, and prioritizing resources to drive continuous process improvement. Our index, like others currently in use, compares the observed variation of CQAs-critical quality attributes-to their specifications. However, instead of relying on traditional data summaries such as means and standard deviations to characterize process results, the proposed index uses sample quantiles. Quantiles are more accurate and reliable when data are skewed or short-tailed as is often observed for pharmaceutical processes. Perhaps just as important, we communicate the results with a new visual display that accurately compares processes and sites. The display identifies instances when the summaries may mislead and the subject matter expert needs to "drill down" into manufacturing data to assure correct understanding.LAY ABSTRACT: The proposed risk index and graphical display enables high-risk processes to be identified, process improvements to be prioritized, resources to be efficiently allocated, and strategic planning for continuous process improvement to be evidence-based.


Subject(s)
Data Display/standards , Drug Industry/standards , Pharmaceutical Preparations/standards , Technology, Pharmaceutical/standards , Drug Compounding , Drug Industry/methods , Models, Statistical , Quality Control , Risk Management , Technology, Pharmaceutical/methods , Workflow
2.
PLoS One ; 12(1): e0170640, 2017.
Article in English | MEDLINE | ID: mdl-28125650

ABSTRACT

Clostridium difficile infections (CDI) are a leading cause of nosocomial diarrhea in the developed world. The main virulence factors of the bacterium are the large clostridial toxins (LCTs), TcdA and TcdB, which are largely responsible for the symptoms of the disease. Recent outbreaks of CDI have been associated with the emergence of hypervirulent strains, such as NAP1/BI/027, many strains of which also produce a third toxin, binary toxin (CDTa and CDTb). These hypervirulent strains have been associated with increased morbidity and higher mortality. Here we present pre-clinical data describing a novel tetravalent vaccine composed of attenuated forms of TcdA, TcdB and binary toxin components CDTa and CDTb. We demonstrate, using the Syrian golden hamster model of CDI, that the inclusion of binary toxin components CDTa and CDTb significantly improves the efficacy of the vaccine against challenge with NAP1 strains in comparison to vaccines containing only TcdA and TcdB antigens, while providing comparable efficacy against challenge with the prototypic, non-epidemic strain VPI10463. This combination vaccine elicits high neutralizing antibody titers against TcdA, TcdB and binary toxin in both hamsters and rhesus macaques. Finally we present data that binary toxin alone can act as a virulence factor in animal models. Taken together, these data strongly support the inclusion of binary toxin in a vaccine against CDI to provide enhanced protection from epidemic strains of C. difficile.


Subject(s)
Bacterial Toxins/genetics , Bacterial Vaccines/administration & dosage , Clostridium Infections/prevention & control , Enterotoxins/genetics , Animals , Bacterial Toxins/toxicity , Bacterial Vaccines/genetics , Clostridioides difficile/drug effects , Clostridioides difficile/pathogenicity , Clostridium Infections/genetics , Clostridium Infections/microbiology , Cricetinae , Disease Models, Animal , Enterotoxins/toxicity , Humans , Macaca mulatta/microbiology , Mesocricetus/microbiology
3.
Clin Vaccine Immunol ; 21(5): 689-97, 2014 May.
Article in English | MEDLINE | ID: mdl-24623624

ABSTRACT

Clostridium difficile strains producing binary toxin, in addition to toxin A (TcdA) and toxin B (TcdB), have been associated with more severe disease and increased recurrence of C. difficile infection in recent outbreaks. Binary toxin comprises two subunits (CDTa and CDTb) and catalyzes the ADP-ribosylation of globular actin (G-actin), which leads to the depolymerization of filamentous actin (F-actin) filaments. A robust assay is highly desirable for detecting the cytotoxic effect of the toxin and the presence of neutralizing antibodies in animal and human sera to evaluate vaccine efficacy. We describe here the optimization, using design-of-experiment (DOE) methodology, of a high-throughput assay to measure the toxin potency and neutralizing antibodies (NAb) against binary toxin. Vero cells were chosen from a panel of cells screened for sensitivity and specificity. We have successfully optimized the CDTa-to-CDTb molar ratio, toxin concentration, cell-seeding density, and sera-toxin preincubation time in the NAb assay using DOE methodology. This assay is robust, produces linear results across serial dilutions of hyperimmune serum, and can be used to quantify neutralizing antibodies in sera from hamsters and monkeys immunized with C. difficile binary toxin-containing vaccines. The assay will be useful for C. difficile diagnosis, for epidemiology studies, and for selecting and optimizing vaccine candidates.


Subject(s)
ADP Ribose Transferases/immunology , Antibodies, Neutralizing/blood , Bacterial Proteins/immunology , High-Throughput Screening Assays/methods , Animals , Chlorocebus aethiops , Cricetinae , Macaca mulatta , Vero Cells
4.
Biotechnol Bioeng ; 102(2): 400-16, 2009 Feb 01.
Article in English | MEDLINE | ID: mdl-18781689

ABSTRACT

We describe an E. coli-based cell-free system for the production of proteins with a non-natural amino acid (nnAA) incorporated site-specifically (modified protein). The mutant Methanococcus jannaschii tyrosyl-tRNA synthetase (mTyrRS) and tRNA(Tyr) pair were used as orthogonal elements. The mTyrRS experienced proteolysis and modified protein yields improved with higher synthetase addition (200-300 microg/mL). Product yields were also improved by increasing levels of total protein to 20 mg protein/mL and available vesicle surface area to 0.5 m(2)/mL. This new E. coli-based cell-free procedure produced up to 400 microg/mL of eCAT109pAz, 660 microg/mL of eDHFR10pAz, and 210 microg/mL of mDHFR31pAz with p-azido-L-phenylalanine (pAz) incorporated site-specifically at the amber nonsense codon. O-methyl-L-tyrosine and p-acetyl-L-phenylalanine were incorporated by similar protocols. The desired specificity for incorporation of the nnAA by the cell-free system was confirmed. Additionally, the modified proteins were enzymatically active and reactive for copper(I)-catalyzed (3 + 2) cycloadditions (click chemistry).


Subject(s)
Amino Acids/metabolism , Azides/metabolism , Cell-Free System/metabolism , Escherichia coli/metabolism , Phenylalanine/analogs & derivatives , Protein Biosynthesis , Methanococcus/enzymology , Phenylalanine/metabolism , RNA, Transfer, Tyr/metabolism , Tyrosine-tRNA Ligase/genetics , Tyrosine-tRNA Ligase/metabolism
5.
Metab Eng ; 10(3-4): 187-200, 2008.
Article in English | MEDLINE | ID: mdl-18555198

ABSTRACT

Due to its small size and intense luminescent signal, Gaussia princeps luciferase (GLuc) is attractive as a potential imaging agent in both cell culture and small animal research models. However, recombinant GLuc production using in vivo techniques has only produced small quantities of active luciferase, likely due to five disulfide bonds being required for full activity. Cell-free biology provides the freedom to control both the catalyst and chemical compositions in biological reactions, and we capitalized on this to produce large amounts of highly active GLuc in cell-free reactions. Active yields were improved by mutating the cell extract source strain to reduce proteolysis, adjusting reaction conditions to enhance oxidative protein folding, further activating energy metabolism, and encouraging post-translational activation. This cell-free protein synthesis procedure produced 412mug/mL of purified GLuc, relative to 5mug/mL isolated for intracellular Escherichia coli expression. The cell-free product had a specific activity of 4.2x10(24)photons/s/mol, the highest reported activity for any characterized luciferase.


Subject(s)
Copepoda/genetics , Copepoda/metabolism , Escherichia coli/enzymology , Escherichia coli/genetics , Luciferases/chemistry , Luciferases/metabolism , Protein Engineering/methods , Animals , Cell-Free System , Luciferases/genetics , Luciferases/isolation & purification , Recombinant Proteins/biosynthesis
6.
Biotechnol Bioeng ; 99(2): 351-67, 2008 Feb 01.
Article in English | MEDLINE | ID: mdl-17626291

ABSTRACT

The use of cell-free protein synthesis (CFPS) for recombinant protein production is emerging as an important technology. For example, the openness of the cell-free system allows control of the reaction environment to promote folding of disulfide bonded proteins in a rapid and economically feasible format. These advantages make cell-free protein expression systems particularly well suited for producing patient specific therapeutic vaccines or antidotes in response to threats from natural and man-made biological agents and for pharmaceutical proteins that are difficult to produce in living cells. In this work we assess the versatility of modern cell-free methods, optimize expression and folding parameters, and highlight the importance of rationally designed plasmid templates for producing mammalian secreted proteins, fusion proteins, and antibody fragments in our E. coli-based CFPS system. Two unique CFPS platforms were established by developing standardized extract preparation protocols and generic cell-free reaction conditions. Generic reaction conditions enabled all proteins to express well with the best therapeutic protein yield at 710 microg/mL, an antibody fragment at 230 microg/mL, and a vaccine fusion protein at 300 microg/mL; with the majority correctly folded. Better yields were obtained when cell-free reaction conditions were optimized for each protein. Establishing general CFPS platforms enhances the potential for cell-free protein synthesis to reliably produce complex protein products at low production and capital costs with very rapid process development timelines.


Subject(s)
Cell-Free System , Protein Engineering , Protein Folding , Recombinant Proteins/biosynthesis , Animals , Disulfides/chemistry , Escherichia coli/metabolism , Humans , Mice , Protein Biosynthesis , Vaccines/biosynthesis
7.
Biotechnol Bioeng ; 97(4): 901-8, 2007 Jul 01.
Article in English | MEDLINE | ID: mdl-17154312

ABSTRACT

The primary objective of this work was to create a cell-free protein synthesis extract that produces proteins requiring disulfide bonds while using glucose as an energy source. We attempted to avoid using iodoacetamide (IAM) to stabilize the required oxidizing thiol redox potential, since previous IAM pretreatments prevented glucose utilization apparently by inactivating glyceraldehyde 3-phosphate dehydrogenase (G-3PDH). Instead, the glutathione reductase (Gor)-mediated disulfide reductase system was disabled by deleting the gor gene from the KC6 cell-extract source strain. The thioredoxin reductase (TrxB)-mediated system was disabled by first adding a purification tag to the trxB gene in the chromosome to create strain KGK10 and then by affinity removal of the tagged TrxB. This was expected to result in a cell extract devoid of all disulfide reductase activity, but this was not the case. Although the concentration of IAM required to stabilize oxidized glutathione in the KGK10 extract could be reduced 20-fold, IAM pretreatment was still required to avoid disulfide reduction. Nonetheless, active urokinase and murine granulocyte macrophage-colony stimulating factor (mGM-CSF) were produced in reactions with KGK10 extract either with affinity removal of TrxB or with 50 microM IAM pretreatment. With the less intensive IAM pretreatment, glucose could be used as an energy source in a production system that promotes oxidative protein folding. This new protocol offers an economically feasible cell-free system for the production of secreted mammalian proteins as human therapeutics or vaccines.


Subject(s)
Disulfides/metabolism , Glucose/metabolism , Granulocyte-Macrophage Colony-Stimulating Factor/biosynthesis , Urokinase-Type Plasminogen Activator/biosynthesis , Animals , Cell Proliferation/drug effects , Cell-Free System , Chromatography, Affinity , Cytoplasm/enzymology , Dose-Response Relationship, Drug , Enzyme Inhibitors/pharmacology , Glutathione/analysis , Granulocyte-Macrophage Colony-Stimulating Factor/pharmacology , Hydrogen-Ion Concentration , Iodoacetamide/pharmacology , Mice , Oxidation-Reduction , Oxidoreductases/metabolism , Protein Folding , Thioredoxins/analysis , Urokinase-Type Plasminogen Activator/analysis
8.
J Pharm Biomed Anal ; 40(4): 964-70, 2006 Mar 03.
Article in English | MEDLINE | ID: mdl-16242286

ABSTRACT

This report describes a rapid and accurate reversed phase HPLC method for the simultaneous quantitation of multiple surfactants in various bioprocess solution matrices including cell lysates. Separation and quantitation of a mixture of the cationic detergent domiphen bromide from the non-ionic detergent Triton X-100 in crude cell mixtures can be achieved within 15 min using a TSK-gel C18-NPR reversed phase column and an aqueous mobile phase gradient of acetonitrile:water with the reagent PIC-B8 as ion-pairing modifier. The linear dynamic range for quantitation of domiphen bromide (DB) and Triton in this assay extends from 20 to 2000 microM. Linear regression analyses from the standard curve determinations showed an R2 of > or = 0.990. The assay does not show any interferences from proteins or other cellular contaminants such as nucleic acids. The assay has been used to evaluate clearance of these compounds throughout the purification process of an adenovirus-based vaccine candidate, as well as to determine the effects of process changes on detergent clearance.


Subject(s)
Chromatography, High Pressure Liquid/methods , Surface-Active Agents/analysis , Vaccines, DNA/isolation & purification , Biotechnology/methods , Octoxynol/analysis , Octoxynol/chemistry , Quaternary Ammonium Compounds/analysis , Quaternary Ammonium Compounds/chemistry , Reproducibility of Results , Surface-Active Agents/chemistry
9.
Hum Gene Ther ; 16(11): 1346-53, 2005 Nov.
Article in English | MEDLINE | ID: mdl-16259569

ABSTRACT

Recombinant adenoviruses continue to be a leading vector choice for gene transfer applications, with growing interest in the use of less prevalent serotypes, and of chimeras. As a result, the development of scaleable purification processes for alternative serotypes is needed. Anion-exchange chromatography is routinely used for scaleable adenovirus type 5 purification; however, retention varies for other serotypes because of differences in the exposed capsid proteins. Understanding how the viral surface influences retention behavior can provide a rational basis for chromatography development and optimization. In this work, chimeric vectors were used to show that the hexon protein is responsible for retention differences in anion-exchange chromatography. Next, the relative retention of eight serotypes from three subgroups was studied. Although all serotypes bound to the anion-exchange resin, the sodium chloride required to elute the virus varied over a 2- fold range, from 270 to 490 mM. Retention was accurately correlated to the electrostatic properties of the hexon protein, with an average error in sodium chloride concentration required to elute of only 14 mM. This correlation enables preparative chromatography gradients for alternative serotypes to be established with minimal effort.


Subject(s)
Adenoviridae/isolation & purification , Chromatography, Ion Exchange/methods , Adenoviridae/classification , Adenoviridae/genetics , Anion Exchange Resins , Capsid Proteins/chemistry , Capsid Proteins/genetics , Cell Line , Models, Molecular
10.
Biotechnol Bioeng ; 91(1): 12-21, 2005 Jul 05.
Article in English | MEDLINE | ID: mdl-15889400

ABSTRACT

The use of recombinant adenoviral vectors for vaccination and gene therapy requires the development of purification processes that are cost-effective, scalable, and capable of robust host cell DNA clearance. An adenovirus purification process was developed which incorporates selective precipitation of host cell DNA, enabling a reduction in the use of costly nucleases and chromatographic resins while substantially improving DNA and protein clearance capabilities. In this work, three cationic detergents were evaluated for their capacity to selectively precipitate DNA from adenovirus-containing cell lysate. Parameters including pH, sodium chloride concentration, nonionic surfactant concentration, and cell density were investigated during development of the precipitation step. In a novel application, the cationic detergent domiphen bromide was found to have superior selectivity for host cell DNA. In addition, domiphen bromide-induced precipitation of adenovirus was shown to be reversible, which reduces the importance of mixing. Precipitation of DNA in the cell lysate coupled with primary clarification resulted in 3 logs of DNA clearance and improved impurity clearance in the subsequent ultrafiltration step. As a result, nuclease treatment and/or anion exchange chromatography can be eliminated, or included exclusively to improve process robustness.


Subject(s)
Adenoviridae/isolation & purification , Adenoviridae/pathogenicity , Chemical Fractionation/methods , DNA/isolation & purification , Ultrafiltration/methods , Virus Cultivation/methods , Adenoviridae/growth & development , Fractional Precipitation
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