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1.
Microb Cell Fact ; 17(1): 195, 2018 Dec 20.
Artigo em Inglês | MEDLINE | ID: mdl-30572885

RESUMO

BACKGROUND: Scaling up of bioprocesses represents a crucial step in the industrial production of biologicals. However, our knowledge about the impact of scale-up on the organism's physiology and function is still incomplete. Our previous studies have suggested the existence of morphological changes during the scale-up of a yeast (Saccharomyces cerevisiae) fermentation process as inferred from the volume fraction occupied by yeast cells and exometabolomics analyses. In the current study, we noticed cell morphology changes during scale-up of a yeast fermentation process from bench (10 L) to industrial scale (10,000 L). We hypothesized that hypoxia observed during scale-up partially impaired the availability of N-acetyl-glucosamine, a precursor of chitin synthesis, a key polysaccharide component of yeast mother-daughter neck formation. RESULTS: Using a combination of flow cytometry with two high throughput cell imaging technologies, Vi-CELL and Flow Imaging, we found changes in the distribution of cell size and morphology as a function of process duration at the industrial scale of the production process. At the end of run, concomitantly with lowest levels of dissolved oxygen (DO), we detected an increase in cell subpopulations exhibiting low aspect ratio corresponding to morphologies exhibited by large-single-budded and multi-budded cells, reflecting incomplete cytokinesis at the M phase of the yeast mitotic cycle. Metabolomics from the intracellular milieu pointed to an impaired supply of precursors for chitin biosynthesis likely affecting the septum formation between mother and daughter and cytokinesis. Inducing hypoxia at the 10 L bench scale by varying DO levels, confirmed the existence and impact of hypoxic conditions on yeast cell size and morphology observed at the industrial scale. CONCLUSIONS: We conclude that the observed increments in wet cell weight at the industrial scale correspond to morphological changes characterized by the large diameter and low aspect ratio exhibited by cell subpopulations comprising large single-budded and multi-budded cells. These changes are consistent with impairment of cytokinesis triggered by hypoxia as indicated by experiments mimicking this condition at DO 5% and 10 L scale. Mechanistically, hypoxia impairs N-acetyl-glucosamine availability, a key precursor of chitin synthesis.


Assuntos
Citocinese/fisiologia , Fermentação/fisiologia , Metabolômica/métodos , Proteínas de Saccharomyces cerevisiae/metabolismo , Hipóxia Celular , Proteínas Recombinantes/metabolismo
2.
Microb Cell Fact ; 15(1): 142, 2016 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-27527078

RESUMO

BACKGROUND: In this study we examine the integrity of the cell wall during scale up of a yeast fermentation process from laboratory scale (10 L) to industrial scale (10,000 L). In a previous study we observed a clear difference in the volume fraction occupied by yeast cells as revealed by wet cell weight (WCW) measurements between these scales. That study also included metabolite analysis which suggested hypoxia during scale up. Here we hypothesize that hypoxia weakens the yeast cell wall during the scale up, leading to changes in cell permeability, and/or cell mechanical resistance, which in turn may lead to the observed difference in WCW. We tested the cell wall integrity by probing the cell wall sensitivity to Zymolyase. Also exometabolomics data showed changes in supply of precursors for the glycosylation pathway. RESULTS: The results show a more sensitive cell wall later in the production process at industrial scale, while the sensitivity at early time points was similar at both scales. We also report exometabolomics data, in particular a link with the protein glycosylation pathway. Significantly lower levels of Man6P and progressively higher GDP-mannose indicated partially impaired incorporation of this sugar nucleotide during co- or post-translational protein glycosylation pathways at the 10,000 L compared to the 10 L scale. This impairment in glycosylation would be expected to affect cell wall integrity. Although cell viability from samples obtained at both scales were similar, cells harvested from 10 L bioreactors were able to re-initiate growth faster in fresh shake flask media than those harvested from the industrial scale. CONCLUSIONS: The results obtained help explain the WCW differences observed at both scales by hypoxia-triggered weakening of the yeast cell wall during the scale up.


Assuntos
Parede Celular/fisiologia , Fermentação , Saccharomyces cerevisiae/crescimento & desenvolvimento , Saccharomyces cerevisiae/metabolismo , Anaerobiose , Técnicas de Cultura Celular por Lotes , Reatores Biológicos , Glicosilação , Guanosina Difosfato Manose/metabolismo , Hidrolases/metabolismo , Microbiologia Industrial , Manosefosfatos/metabolismo , Metaboloma , Processamento de Proteína Pós-Traducional , Saccharomyces cerevisiae/citologia
3.
Microb Cell Fact ; 13(1): 32, 2014 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-24593159

RESUMO

BACKGROUND: Scale-up to industrial production level of a fermentation process occurs after optimization at small scale, a critical transition for successful technology transfer and commercialization of a product of interest. At the large scale a number of important bioprocess engineering problems arise that should be taken into account to match the values obtained at the small scale and achieve the highest productivity and quality possible. However, the changes of the host strain's physiological and metabolic behavior in response to the scale transition are still not clear. RESULTS: Heterogeneity in substrate and oxygen distribution is an inherent factor at industrial scale (10,000 L) which affects the success of process up-scaling. To counteract these detrimental effects, changes in dissolved oxygen and pressure set points and addition of diluents were applied to 10,000 L scale to enable a successful process scale-up. A comprehensive semi-quantitative and time-dependent analysis of the exometabolome was performed to understand the impact of the scale-up on the metabolic/physiological behavior of the host microorganism. Intermediates from central carbon catabolism and mevalonate/ergosterol synthesis pathways were found to accumulate in both the 10 L and 10,000 L scale cultures in a time-dependent manner. Moreover, excreted metabolites analysis revealed that hypoxic conditions prevailed at the 10,000 L scale. The specific product yield increased at the 10,000 L scale, in spite of metabolic stress and catabolic-anabolic uncoupling unveiled by the decrease in biomass yield on consumed oxygen. CONCLUSIONS: An optimized S. cerevisiae fermentation process was successfully scaled-up to an industrial scale bioreactor. The oxygen uptake rate (OUR) and overall growth profiles were matched between scales. The major remaining differences between scales were wet cell weight and culture apparent viscosity. The metabolic and physiological behavior of the host microorganism at the 10,000 L scale was investigated with exometabolomics, indicating that reduced oxygen availability affected oxidative phosphorylation cascading into down- and up-stream pathways producing overflow metabolism. Our study revealed striking metabolic and physiological changes in response to hypoxia exerted by industrial bioprocess up-scaling.


Assuntos
Metabolômica , Saccharomyces cerevisiae/metabolismo , Anaerobiose , Técnicas de Cultura Celular por Lotes , Biomassa , Ciclo do Ácido Cítrico , Ergosterol/metabolismo , Glicólise , Concentração de Íons de Hidrogênio , Metaboloma , Ácido Mevalônico/metabolismo , Oxigênio/metabolismo , Temperatura
4.
Biotechnol Lett ; 36(3): 427-41, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24129956

RESUMO

The biological activity of a recombinant protein is highly dependent on its biophysical properties including post-translational modifications, solubility, and stability. Production of active recombinant proteins requires careful design of the expression strategy and purification schemes. This is often achieved by proper modification of the target protein during and/or after protein synthesis in the host cells. Such co-translational or post-translational processing of recombinant proteins is typically enabled by co-expressing the required enzymes, folding chaperones, co-factors and/or processing enzymes in the host. Various applications of the co-expression technology in protein production are discussed in this review with representative examples described.


Assuntos
Engenharia Metabólica/métodos , Modificação Traducional de Proteínas , Proteínas Recombinantes/metabolismo , Estabilidade Proteica , Proteínas Recombinantes/química , Proteínas Recombinantes/genética
5.
Biotechnol Prog ; 28(4): 1095-105, 2012 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-22581591

RESUMO

Various approaches have been applied to optimize biological product fermentation processes and define design space. In this article, we present a stepwise approach to optimize a Saccharomyces cerevisiae fermentation process through risk assessment analysis, statistical design of experiments (DoE), and multivariate Bayesian predictive approach. The critical process parameters (CPPs) were first identified through a risk assessment. The response surface for each attribute was modeled using the results from the DoE study with consideration given to interactions between CPPs. A multivariate Bayesian predictive approach was then used to identify the region of process operating conditions where all attributes met their specifications simultaneously. The model prediction was verified by twelve consistency runs where all batches achieved broth titer more than 1.53 g/L of broth and quality attributes within the expected ranges. The calculated probability was used to define the reliable operating region. To our knowledge, this is the first case study to implement the multivariate Bayesian predictive approach to the process optimization for the industrial application and its corresponding verification at two different production scales. This approach can be extended to other fermentation process optimizations and reliable operating region quantitation.


Assuntos
Microbiologia Industrial/métodos , Proteínas Recombinantes/biossíntese , Saccharomyces cerevisiae/metabolismo , Teorema de Bayes , Tratamento Farmacológico , Fermentação , Humanos , Modelos Teóricos , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/uso terapêutico , Saccharomyces cerevisiae/química , Saccharomyces cerevisiae/genética
6.
Appl Environ Microbiol ; 74(4): 950-8, 2008 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-18083862

RESUMO

Minimization of chemical modifications during the production of proteins for pharmaceutical and medical applications is of fundamental and practical importance. The gluconoylation of heterologously expressed protein which is observed in Escherichia coli BL21(DE3) constitutes one such undesired posttranslational modification. We postulated that formation of gluconoylated/phosphogluconoylated products of heterologous proteins is caused by the accumulation of 6-phosphogluconolactone due to the absence of phosphogluconolactonase (PGL) in the pentose phosphate pathway. The results obtained demonstrate that overexpression of a heterologous PGL in BL21(DE3) suppresses the formation of the gluconoylated adducts in the therapeutic proteins studied. When this E. coli strain was grown in high-cell-density fed-batch cultures with an extra copy of the pgl gene, we found that the biomass yield and specific productivity of a heterologous 18-kDa protein increased simultaneously by 50 and 60%, respectively. The higher level of PGL expression allowed E. coli strain BL21(DE3) to satisfy the extra demand for precursors, as well as the energy requirements, in order to replicate plasmid DNA and express heterologous genes, as metabolic flux analysis showed by the higher precursor and NADPH fluxes through the oxidative branch of the pentose phosphate shunt. This work shows that E. coli strain BL21(DE3) can be used as a host to produce three different proteins, a heterodimer of liver X receptors, elongin C, and an 18-kDa protein. This is the first report describing a novel and general strategy for suppressing this nonenzymatic modification by metabolic pathway engineering.


Assuntos
Hidrolases de Éster Carboxílico/metabolismo , Escherichia coli/genética , Regulação Enzimológica da Expressão Gênica/fisiologia , Gluconatos/metabolismo , Engenharia de Proteínas/métodos , Processamento de Proteína Pós-Traducional/fisiologia , Proteínas Recombinantes/metabolismo , Hidrolases de Éster Carboxílico/deficiência , Hidrolases de Éster Carboxílico/genética , Cromatografia Líquida de Alta Pressão , Escherichia coli/metabolismo , Fluorometria , Espectrometria de Massas , Processamento de Proteína Pós-Traducional/genética
7.
Biotechnol Prog ; 21(5): 1401-11, 2005.
Artigo em Inglês | MEDLINE | ID: mdl-16209543

RESUMO

In this study, we used proteomics to better understand the growth on glucose of Escherichia coli in high cell density, fed-batch cultures and the response to overexpression of plasmid-encoded 6-phosphogluconolactonase (PGL). Using liquid chromatography coupled to electrospray mass spectrometry, at least 300 proteins were identified in the cytosolic fraction of the six time points used to monitor the fermentation. The relative abundance changes of selected proteins were obtained by comparing the peak area of the corresponding peptides at a particular m/z (mass over charge ratio) value. During the time course of samples collected during the rapid growth achieved under batch and fed-batch conditions, both the control and recombinant E. coli strains showed up-regulation of proteins participating in the tricarboxylic acid (TCA) cycle, particularly acetyl-CoA synthetase (AcCoAS), malate dehydrogenase (MDH), and succinyl-CoA synthetase (SuccCoAS). In the recombinant strain culture, fumarase was up-regulated until 35 h after inoculation but was not in the control strain culture. In addition, the proteomic measurement detected up-regulation of three well-characterized binding transport proteins in both control and recombinant strains. The up-regulation of TCA cycle enzymes is consistent with the increase in growth rate observed in the cell culture. In addition, up-regulation of these proteins demonstrated the importance of both the pentose-phosphate shunt and TCA cycle to the increased biosynthetic activity required by a high level protein synthesis. This study shows the potential of proteomics using shotgun sequencing (LC/MS of tryptic digests) to measure global changes in protein abundance during a fermentation process and will facilitate the development of robust manufacturing systems.


Assuntos
Reatores Biológicos/microbiologia , Hidrolases de Éster Carboxílico/biossíntese , Técnicas de Cultura de Células/métodos , Proteínas de Escherichia coli/metabolismo , Escherichia coli/metabolismo , Engenharia de Proteínas/métodos , Proteoma/metabolismo , Hidrolases de Éster Carboxílico/genética , Proliferação de Células , Escherichia coli/genética , Proteínas de Escherichia coli/genética , Perfilação da Expressão Gênica/métodos , Proteínas Recombinantes/biossíntese
8.
Appl Environ Microbiol ; 68(11): 5422-8, 2002 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-12406733

RESUMO

Pyruvate carboxylase was recently sequenced in Corynebacterium glutamicum and shown to play an important role of anaplerosis in the central carbon metabolism and amino acid synthesis of these bacteria. In this study we investigate the effect of the overexpression of the gene for pyruvate carboxylase (pyc) on the physiology of C. glutamicum ATCC 21253 and ATCC 21799 grown on defined media with two different carbon sources, glucose and lactate. In general, the physiological effects of pyc overexpression in Corynebacteria depend on the genetic background of the particular strain studied and are determined to a large extent by the interplay between pyruvate carboxylase and aspartate kinase activities. If the pyruvate carboxylase activity is not properly matched by the aspartate kinase activity, pyc overexpression results in growth enhancement instead of greater lysine production, despite its central role in anaplerosis and aspartic acid biosynthesis. Aspartate kinase regulation by lysine and threonine, pyruvate carboxylase inhibition by aspartate (shown in this study using permeabilized cells), as well as well-established activation of pyruvate carboxylase by lactate and acetyl coenzyme A are the key factors in determining the effect of pyc overexpression on Corynebacteria physiology.


Assuntos
Carbono/metabolismo , Corynebacterium/enzimologia , Piruvato Carboxilase/fisiologia , Ácido Aspártico/farmacologia , Fenômenos Fisiológicos Celulares , Corynebacterium/efeitos dos fármacos , Corynebacterium/fisiologia , Piruvato Carboxilase/biossíntese
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