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1.
Biotechnol Bioeng ; 99(5): 1128-39, 2008 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-17969169

RESUMO

Fermentation optimization experiments are ideally performed at small scale to reduce time, cost and resource requirements. Currently microwell plates (MWPs) are under investigation for this purpose as the format is ideally suited to automated high-throughput experimentation. In order to translate an optimized small-scale fermentation process to laboratory and pilot scale stirred-tank reactors (STRs) it is necessary to characterize key engineering parameters at both scales given the differences in geometry and the mechanisms of aeration and agitation. In this study oxygen mass transfer coefficients are determined in three MWP formats and in 7.5 L and 75 L STRs. k(L)a values were determined in cell-free media using the dynamic gassing-out technique over a range of agitation conditions. Previously optimized culture conditions at the MWP scale were then scaled up to the larger STR scales on the basis of matched k(L)a values. The accurate reproduction of MWP (3 mL) E. coli BL21 (DE3) culture kinetics at the two larger scales was shown in terms of cell growth, protein expression, and substrate utilization for k(L)a values that provided effective mixing and gas-liquid distribution at each scale. This work suggests that k(L)a provides a useful initial scale-up criterion for MWP culture conditions which enabled a 15,000-fold scale translation in this particular case. This work complements our earlier studies on the application of DoE techniques to MWP fermentation optimization and in so doing provides a generic framework for the generation of large quantities of soluble protein in a rapid and cost-effective manner.


Assuntos
Reatores Biológicos , Escherichia coli/metabolismo , Proteínas Recombinantes/metabolismo , Escherichia coli/genética , Escherichia coli/crescimento & desenvolvimento , Fermentação , Cinética , Oxigênio/metabolismo , Projetos Piloto
2.
Biotechnol Prog ; 23(4): 785-93, 2007.
Artigo em Inglês | MEDLINE | ID: mdl-17592858

RESUMO

A major bottleneck in drug discovery is the production of soluble human recombinant protein in sufficient quantities for analysis. This problem is compounded by the complex relationship between protein yield and the large number of variables which affect it. Here, we describe a generic framework for the rapid identification and optimization of factors affecting soluble protein yield in microwell plate fermentations as a prelude to the predictive and reliable scaleup of optimized culture conditions. Recombinant expression of firefly luciferase in Escherichia coli was used as a model system. Two rounds of statistical design of experiments (DoE) were employed to first screen (D-optimal design) and then optimize (central composite face design) the yield of soluble protein. Biological variables from the initial screening experiments included medium type and growth and induction conditions. To provide insight into the impact of the engineering environment on cell growth and expression, plate geometry, shaking speed, and liquid fill volume were included as factors since these strongly influence oxygen transfer into the wells. Compared to standard reference conditions, both the screening and optimization designs gave up to 3-fold increases in the soluble protein yield, i.e., a 9-fold increase overall. In general the highest protein yields were obtained when cells were induced at a relatively low biomass concentration and then allowed to grow slowly up to a high final biomass concentration, >8 g.L-1. Consideration and analysis of the model results showed 6 of the original 10 variables to be important at the screening stage and 3 after optimization. The latter included the microwell plate shaking speeds pre- and postinduction, indicating the importance of oxygen transfer into the microwells and identifying this as a critical parameter for subsequent scale translation studies. The optimization process, also known as response surface methodology (RSM), predicted there to be a distinct optimum set of conditions for protein expression which could be verified experimentally. This work provides a generic approach to protein expression optimization in which both biological and engineering variables are investigated from the initial screening stage. The application of DoE reduces the total number of experiments needed to be performed, while experimentation at the microwell scale increases experimental throughput and reduces cost.


Assuntos
Biotecnologia/instrumentação , Biotecnologia/métodos , Química Farmacêutica/métodos , Escherichia coli/metabolismo , Desenho de Fármacos , Avaliação Pré-Clínica de Medicamentos , Desenho de Equipamento , Fermentação , Técnicas Genéticas , Modelos Químicos , Modelos Estatísticos , Proteínas/química , Análise de Regressão , Projetos de Pesquisa , Software , Tecnologia Farmacêutica
3.
J Mol Biol ; 301(5): 1179-90, 2000 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-10966814

RESUMO

Endostatin is a fragment of the C-terminal domain NC1 of collagen XVIII that inhibits angiogenesis and tumor growth. We report the characterization of a collagen XV endostatin analogue and its parent NC1 domain, obtained by recombinant expression in mammalian cells. Both NC1 domains contain a trimerization domain, a hinge region that is more sensitive to proteolysis in collagen XVIII and the endostatin domain. Unlike endostatin-XVIII, endostatin-XV does not bind zinc or heparin, which is explained by the crystal structure of endostatin-XV. The collagen XV and XVIII fragments inhibited chorioallantoic membrane angiogenesis induced by basic fibroblast growth factor (FGF-2) or vascular endothelial growth factor (VEGF), but there are striking differences depending on which cytokine is used and whether free endostatins or NC1 domains are applied. The collagen XV and XVIII fragments showed a similar binding repertoire for extracellular matrix proteins. Differences were found in the immunohistological localization in vessel walls and basement membrane zones. Together, these data indentify endostatin-XV as an angiogenesis inhibitor, which differs from endostatin-XVIII in several important functional details.


Assuntos
Colágeno/química , Colágeno/metabolismo , Neovascularização Fisiológica , Fragmentos de Peptídeos/química , Fragmentos de Peptídeos/metabolismo , Sequência de Aminoácidos , Animais , Antineoplásicos/análise , Antineoplásicos/química , Antineoplásicos/metabolismo , Antineoplásicos/farmacologia , Western Blotting , Proteínas de Ligação ao Cálcio/metabolismo , Linhagem Celular , Embrião de Galinha , Córion/irrigação sanguínea , Córion/efeitos dos fármacos , Colágeno/análise , Colágeno/farmacologia , Colágeno Tipo XVIII , Cristalografia por Raios X , Endostatinas , Fatores de Crescimento Endotelial/antagonistas & inibidores , Fatores de Crescimento Endotelial/farmacologia , Fator 2 de Crescimento de Fibroblastos/antagonistas & inibidores , Fator 2 de Crescimento de Fibroblastos/farmacologia , Imunofluorescência , Heparina/metabolismo , Humanos , Ligantes , Linfocinas/antagonistas & inibidores , Linfocinas/farmacologia , Glicoproteínas de Membrana/metabolismo , Camundongos , Modelos Moleculares , Dados de Sequência Molecular , Neovascularização Fisiológica/efeitos dos fármacos , Fragmentos de Peptídeos/análise , Fragmentos de Peptídeos/farmacologia , Ligação Proteica , Estrutura Terciária de Proteína , Proteínas Recombinantes/análise , Proteínas Recombinantes/química , Proteínas Recombinantes/metabolismo , Proteínas Recombinantes/farmacologia , Alinhamento de Sequência , Especificidade por Substrato , Fator A de Crescimento do Endotélio Vascular , Fatores de Crescimento do Endotélio Vascular , Zinco/metabolismo
4.
Matrix Biol ; 19(4): 309-17, 2000 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-10963991

RESUMO

Laminin G domain-like (LG) modules of approximately 180-200 residues are found in a number of extracellular and receptor proteins and often are present in tandem arrays. LG modules are implicated in interactions with cellular receptors (integrins, alpha-dystroglycan), sulfated carbohydrates and other extracellular ligands. The recently determined crystal structures of LG modules of the laminin alpha2 chain reveal a compact beta sandwich fold and identify a novel calcium binding site. Binding epitopes for heparin, sulfatides and alpha-dystroglycan have been mapped by site-directed mutagenesis and show considerable overlap. The epitopes are located in surface loops around the calcium site, which in other proteins (agrin, neurexins) are modified by alternative splicing. Efficient ligand binding often requires LG modules to be present in tandem. The close proximity of the N- and C-termini in the LG module, as well as a unique link region between laminin LG3 and LG4, impose certain constraints on the arrangement of LG tandems. Further modifications may be introduced by proteolytic processing of laminin G domains, which is known to occur in the alpha2, alpha3 and alpha4 chains.


Assuntos
Laminina/química , Laminina/metabolismo , Sequência de Aminoácidos , Animais , Cristalografia por Raios X , Endopeptidases/metabolismo , Heparina/metabolismo , Humanos , Dados de Sequência Molecular , Ligação Proteica , Processamento de Proteína Pós-Traducional , Estrutura Terciária de Proteína , Proteínas/metabolismo , Receptores de Superfície Celular/metabolismo , Relação Estrutura-Atividade , Sulfoglicoesfingolipídeos/metabolismo
5.
EMBO J ; 19(7): 1432-40, 2000 Apr 03.
Artigo em Inglês | MEDLINE | ID: mdl-10747011

RESUMO

The laminins are large heterotrimeric glycoproteins with fundamental roles in basement membrane architecture and function. The C-terminus of the laminin alpha chain contains a tandem of five laminin G-like (LG) domains. We report the 2.0 A crystal structure of the laminin alpha2 LG4-LG5 domain pair, which harbours binding sites for heparin and the cell surface receptor alpha-dystroglycan, and is 41% identical to the laminin alpha1 E3 fragment. LG4 and LG5 are arranged in a V-shaped fashion related by a 110 degrees rotation about an axis passing near the domain termini. An extended N-terminal segment is disulfide bonded to LG5 and stabilizes the domain pair. Two calcium ions, one each in LG4 and LG5, are located 65 A apart at the tips of the domains opposite the polypeptide termini. An extensive basic surface region between the calcium sites is proposed to bind alpha-dystroglycan and heparin. The LG4-LG5 structure was used to construct a model of the laminin LG1-LG5 tandem and interpret missense mutations underlying protein S deficiency.


Assuntos
Laminina/química , Sequência de Aminoácidos , Animais , Sítios de Ligação/genética , Cálcio/química , Cristalografia por Raios X , Proteínas do Citoesqueleto/metabolismo , Distroglicanas , Heparina/metabolismo , Humanos , Laminina/genética , Laminina/metabolismo , Ligantes , Glicoproteínas de Membrana/metabolismo , Camundongos , Modelos Moleculares , Dados de Sequência Molecular , Mutação de Sentido Incorreto , Conformação Proteica , Deficiência de Proteína S/genética , Deficiência de Proteína S/metabolismo , Estrutura Terciária de Proteína , Homologia de Sequência de Aminoácidos , Eletricidade Estática
6.
Mol Cell ; 4(5): 783-92, 1999 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-10619025

RESUMO

Laminin G-like (LG) modules in the extracellular matrix glycoproteins laminin, perlecan, and agrin mediate the binding to heparin and the cell surface receptor alpha-dystroglycan (alpha-DG). These interactions are crucial to basement membrane assembly, as well as muscle and nerve cell function. The crystal structure of the laminin alpha 2 chain LG5 module reveals a 14-stranded beta sandwich. A calcium ion is bound to one edge of the sandwich by conserved acidic residues and is surrounded by residues implicated in heparin and alpha-DG binding. A calcium-coordinated sulfate ion is suggested to mimic the binding of anionic oligosaccharides. The structure demonstrates a conserved function of the LG module in calcium-dependent lectin-like alpha-DG binding.


Assuntos
Agrina/metabolismo , Proteínas do Citoesqueleto/metabolismo , Proteoglicanas de Heparan Sulfato , Heparitina Sulfato/metabolismo , Laminina/química , Laminina/metabolismo , Glicoproteínas de Membrana/metabolismo , Proteoglicanas/metabolismo , Agrina/química , Motivos de Aminoácidos , Sequência de Aminoácidos , Animais , Sítios de Ligação , Cálcio/metabolismo , Cristalografia por Raios X , Distroglicanas , Heparina/metabolismo , Heparitina Sulfato/química , Humanos , Laminina/genética , Lectinas/metabolismo , Camundongos , Modelos Moleculares , Dados de Sequência Molecular , Mutação/genética , Ligação Proteica , Estrutura Secundária de Proteína , Proteoglicanas/química , Alinhamento de Sequência , Relação Estrutura-Atividade , Sulfatos/metabolismo
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