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1.
Commun Biol ; 4(1): 390, 2021 03 23.
Artigo em Inglês | MEDLINE | ID: mdl-33758337

RESUMO

Coagulation factor IX (FIX) is a complex post-translationally modified human serum glycoprotein and high-value biopharmaceutical. The quality of recombinant FIX (rFIX), especially complete γ-carboxylation, is critical for rFIX clinical efficacy. Bioreactor operating conditions can impact rFIX production and post-translational modifications (PTMs). With the goal of optimizing rFIX production, we developed a suite of Data Independent Acquisition Mass Spectrometry (DIA-MS) proteomics methods and used these to investigate rFIX yield, γ-carboxylation, other PTMs, and host cell proteins during bioreactor culture and after purification. We detail the dynamics of site-specific PTM occupancy and structure on rFIX during production, which correlated with the efficiency of purification and the quality of the purified product. We identified new PTMs in rFIX near the GLA domain which could impact rFIX GLA-dependent purification and function. Our workflows are applicable to other biologics and expression systems, and should aid in the optimization and quality control of upstream and downstream bioprocesses.


Assuntos
Reatores Biológicos , Técnicas de Cultura de Células/instrumentação , Coagulantes/isolamento & purificação , Meios de Cultura/metabolismo , Fator IX/isolamento & purificação , Células Cultivadas , Cromatografia de Fase Reversa , Humanos , Conformação Proteica , Processamento de Proteína Pós-Traducional , Proteômica , Controle de Qualidade , Proteínas Recombinantes/isolamento & purificação , Espectrometria de Massas por Ionização por Electrospray , Espectrometria de Massas em Tandem , Carga de Trabalho
2.
J Proteome Res ; 19(5): 2149-2158, 2020 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-32207952

RESUMO

Proteomic analysis of bioreactor supernatants can inform on cellular metabolic status, viability, and productivity, as well as product quality, which can in turn help optimize bioreactor operation. Incubating mammalian cells in bioreactors requires the addition of polymeric surfactants such as Pluronic F68, which reduce the sheer stress caused by agitation. However, these surfactants are incompatible with mass spectrometry proteomics and must be eliminated during sample preparation. Here, we compared four different sample preparation methods to eliminate polymeric surfactants from filtered bioreactor supernatant samples: organic solvent precipitation; filter-assisted sample preparation (FASP); S-Trap; and single-pot, solid-phase, sample preparation (SP3). We found that SP3 and S-Trap substantially reduced or eliminated the polymer(s), but S-Trap provided the most robust cleanup and highest quality data. Additionally, we observed that SP3 sample preparation of our samples and in other published data sets was associated with partial alkylation of cysteines, which could impact the confidence and robustness of protein identification and quantification. Finally, we observed that several commercial mammalian cell culture media and media supplements also contained polymers with similar mass spectrometry profiles, and we suggest that proteomic analyses in these media will also benefit from the use of S-Trap sample preparation.


Assuntos
Proteômica , Tensoativos , Animais , Reatores Biológicos , Técnicas de Cultura de Células , Poloxâmero
3.
Biotechnol Bioeng ; 91(2): 190-8, 2005 Jul 20.
Artigo em Inglês | MEDLINE | ID: mdl-15892055

RESUMO

Aqueous/organic two-phase systems have been evaluated for enhanced production of (R)-phenylacetylcarbinol (PAC) from pyruvate and benzaldehyde using partially purified pyruvate decarboxylase (PDC) from Candida utilis. In a solvent screen, octanol was identified as the most suitable solvent for PAC production in the two-phase system in comparison to butanol, pentanol, nonanol, hexane, heptane, octane, nonane, dodecane, methylcyclohexane, methyl tert butyl ether, and toluene. The high partitioning coefficient of the toxic substrate benzaldehyde in octanol allowed delivery of large amounts of benzaldehyde into the aqueous phase at a concentration less than 50 mM. PDC catalyzed the biotransformation of benzaldehyde and pyruvate to PAC in the aqueous phase, and continuous extraction of PAC and byproducts acetoin and acetaldehyde into the octanol phase further minimized enzyme inactivation, and inhibition due to acetaldehyde. For the rapidly stirred two-phase system with a 1:1 phase ratio and 8.5 U/mL carboligase activity, 937 mM (141 g/L) PAC was produced in the octanol phase in 49 h with an additional 127 mM (19 g/L) in the aqueous phase. Similar concentrations of PAC could be produced in the slowly stirred phase separated system at this enzyme level, although at a much slower rate. However at lower enzyme concentration very high specific PAC production (128 mg PAC/U carboligase at 0.9 U/mL) was achieved in the phase separated system, while still reaching final PAC levels of 102 g/L in octanol and 13 g/L in the aqueous phase. By comparison with previously published data by our group for a benzaldehyde emulsion system without octanol (50 g/L PAC, 6 mg PAC/U carboligase), significantly higher PAC concentrations and specific PAC production can be achieved in an octanol/aqueous two-phase system.


Assuntos
Acetona/análogos & derivados , Benzaldeídos/química , Candida/enzimologia , Piruvato Descarboxilase/química , Ácido Pirúvico/química , Água/química , Acetona/síntese química , Acetona/isolamento & purificação , Ativação Enzimática , Estabilidade Enzimática , Estudos de Viabilidade , Transição de Fase , Piruvato Descarboxilase/isolamento & purificação
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