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1.
PLoS One ; 13(1): e0190913, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29346402

RESUMO

Eukaryotes, including the unicellular eukaryotes such as yeasts, employ multiple levels of gene regulation. Regulation of chromatin structure through chromatin compaction cascades, and influenced by transcriptional insulators, might play a role in the coordinated regulation of genes situated at adjacent loci and expressed as a co-regulated cluster. Subtelomeric gene silencing, which has previously been described in the yeast Saccharomyces cerevisiae, is an example of this phenomenon. Transcription from a common regulatory element located around a shared intergenic region is another factor that could coordinate the transcription of genes at adjacent loci. Additionally, the presence of DNA binding sites for the same transcription factor may coordinate expression of multiple genes. Yeasts such as the industrially important Kluyveromyces marxianus may also display these modes of regulation, but this has not been explored to date. An exploration was done using a complete genome and RNA-seq data from a previous study of the transcriptional response to glucose or xylose as the carbon source in a defined culture medium, and investigating whether the species displays clusters of co-localised differentially expressed genes. Regions of possible subtelomeric silencing were evident, but were non-responsive to the carbon sources tested here. Additionally, glucose or xylose responsive clusters were discovered far from telomeres which contained some of the most significantly differentially expressed genes, encoding enzymes involved in the utilisation of alternative carbon sources such as the industrially important inulinase gene INU1. These clusters contained putative binding sites for the carbon source responsive transcription factors Mig1 and Adr1. Additionally, we investigated the potential contribution of common intergenic regions in co-regulation. Some observations were also made in terms of the evolutionary conservation of these clusters among yeast species and the presence of potential transcriptional insulators at the periphery of these clusters.


Assuntos
Cromossomos Bacterianos , Regulação Bacteriana da Expressão Gênica , Kluyveromyces/genética , Evolução Molecular , Genes Bacterianos , Glicosídeo Hidrolases/genética , Família Multigênica , Transcrição Gênica
2.
PLoS One ; 12(5): e0177319, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28542187

RESUMO

The cofactor balances in metabolism is of paramount importance in the design of a metabolic engineering strategy and understanding the regulation of metabolism in general. ATP, NAD+ and NADP+ balances are central players linking the various fluxes in central metabolism as well as biomass formation. NADP+ is especially important in the metabolic engineering of yeasts for xylose fermentation, since NADPH is required by most yeasts in the initial step of xylose utilisation, including the fast-growing Kluyveromyces marxianus. In this simulation study of yeast metabolism, the complex interplay between these cofactors was investigated; in particular, how they may affect the possible roles of fructose-1,6-bisphosphatase, the pentose phosphate pathway, glycerol production and the pyruvate dehydrogenase bypass. Using flux balance analysis, it was found that the potential role of fructose-1,6-bisphosphatase was highly dependent on the cofactor specificity of the oxidative pentose phosphate pathway and on the carbon source. Additionally, the excessive production of ATP under certain conditions might be involved in some of the phenomena observed, which may have been overlooked to date. Based on these findings, a strategy is proposed for the metabolic engineering of a future xylose-fermenting yeast for biofuel production.


Assuntos
Frutose-Bifosfatase/metabolismo , Biocombustíveis/microbiologia , Biomassa , Etanol/metabolismo , Fermentação/fisiologia , Frutose/metabolismo , Glucose/metabolismo , Glicerol/metabolismo , Kluyveromyces/metabolismo , Kluyveromyces/fisiologia , Engenharia Metabólica/métodos , NAD/metabolismo , NADP/metabolismo , Via de Pentose Fosfato/fisiologia , Xilose/metabolismo
3.
PLoS One ; 11(6): e0156242, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27315089

RESUMO

We investigated the transcriptomic response of a new strain of the yeast Kluyveromyces marxianus, in glucose and xylose media using RNA-seq. The data were explored in a number of innovative ways using a variety of networks types, pathway maps, enrichment statistics, reporter metabolites and a flux simulation model, revealing different aspects of the genome-scale response in an integrative systems biology manner. The importance of the subcellular localisation in the transcriptomic response is emphasised here, revealing new insights. As was previously reported by others using a rich medium, we show that peroxisomal fatty acid catabolism was dramatically up-regulated in a defined xylose mineral medium without fatty acids, along with mechanisms to activate fatty acids and transfer products of ß-oxidation to the mitochondria. Notably, we observed a strong up-regulation of the 2-methylcitrate pathway, supporting capacity for odd-chain fatty acid catabolism. Next we asked which pathways would respond to the additional requirement for NADPH for xylose utilisation, and rationalised the unexpected results using simulations with Flux Balance Analysis. On a fundamental level, we investigated the contribution of the hierarchical and metabolic regulation levels to the regulation of metabolic fluxes. Metabolic regulation analysis suggested that genetic level regulation plays a major role in regulating metabolic fluxes in adaptation to xylose, even for the high capacity reactions, which is unexpected. In addition, isozyme switching may play an important role in re-routing of metabolic fluxes in subcellular compartments in K. marxianus.


Assuntos
Kluyveromyces/genética , Transcriptoma/genética , Xilose/metabolismo , Ácidos Graxos/genética , Ácidos Graxos/metabolismo , Fermentação , Genoma Fúngico , Glucose/metabolismo , Kluyveromyces/metabolismo , Redes e Vias Metabólicas/genética , NADP/metabolismo , Xilose/genética
4.
J Sci Food Agric ; 95(5): 1094-102, 2015 Mar 30.
Artigo em Inglês | MEDLINE | ID: mdl-25371280

RESUMO

BACKGROUND: The cladodes of Opuntia ficus-indica (prickly pear cactus) have a low protein content; for use as a balanced feed, supplementation with other protein sources is therefore desirable. We investigated protein enrichment by cultivation of the yeasts Candida utilis and Kluyveromyces marxianus in an enzymatic hydrolysate of the cladode biomass. RESULTS: Dilute acid pretreatment and enzymatic hydrolysis of sun-dried cladodes resulted in a hydrolysate containing (per litre) 45.5 g glucose, 6.3 g xylose, 9.1 g galactose, 10.8 g arabinose and 9.6 g fructose. Even though K. marxianus had a much higher growth rate and utilized l-arabinose and d-galactose more completely than C. utilis, its biomass yield coefficient was lower due to ethanol and ethyl acetate production despite aerobic cultivation. Yeast cultivation more than doubled the protein content of the hydrolysate, with an essential amino acid profile superior to sorghum and millet grains. CONCLUSIONS: This K. marxianus strain was weakly Crabtree positive. Despite its low biomass yield, its performance compared well with C. utilis. This is the first report showing that the protein content and quality of O. ficus-indica cladode biomass could substantially be improved by yeast cultivation, including a comparative evaluation of C. utilis and K. marxianus.


Assuntos
Ração Animal/análise , Candida/metabolismo , Kluyveromyces/metabolismo , Opuntia/química , Componentes Aéreos da Planta/química , Proteínas de Plantas/metabolismo , Hidrolisados de Proteína/metabolismo , Agave/microbiologia , Aminoácidos/análise , Ração Animal/microbiologia , Animais , Reatores Biológicos , Candida/crescimento & desenvolvimento , Carboidratos da Dieta/análise , Carboidratos da Dieta/metabolismo , Proteínas Alimentares/análise , Proteínas Alimentares/química , Proteínas Alimentares/metabolismo , Estudos de Viabilidade , Fermentação , Proteínas Fúngicas/análise , Proteínas Fúngicas/química , Proteínas Fúngicas/metabolismo , Kluyveromyces/crescimento & desenvolvimento , Kluyveromyces/isolamento & purificação , Gado , Valor Nutritivo , Fragmentos de Peptídeos/análise , Fragmentos de Peptídeos/metabolismo , Proteínas de Plantas/análise , Proteínas de Plantas/química , Hidrolisados de Proteína/química , África do Sul
5.
World J Microbiol Biotechnol ; 30(12): 3173-83, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25248867

RESUMO

The feasibility of ethanol production using an enzymatic hydrolysate of pretreated cladodes of Opuntia ficus-indica (prickly pear cactus) as carbohydrate feedstock was investigated, including a comprehensive chemical analysis of the cladode biomass and the effects of limited aeration on the fermentation profiles and sugar utilization. The low xylose and negligible mannose content of the cladode biomass used in this study suggested that the hemicellulose structure of the O. ficus-indica cladode was atypical of hardwood or softwood hemicelluloses. Separate hydrolysis and fermentation and simultaneous saccharification and fermentation procedures using Kluyveromyces marxianus and Saccharomyces cerevisiae at 40 and 35 °C, respectively, gave similar ethanol yields under non-aerated conditions. In oxygen-limited cultures K. marxianus exhibited almost double the ethanol productivity compared to non-aerated cultures, although after sugar depletion utilization of the produced ethanol was evident. Ethanol concentrations of up to 19.5 and 20.6 g l(-1) were obtained with K. marxianus and S. cerevisiae, respectively, representing 66 and 70 % of the theoretical yield on total sugars in the hydrolysate. Because of the low xylan content of the cladode biomass, a yeast capable of xylose fermentation might not be a prerequisite for ethanol production. K. marxianus, therefore, has potential as an alternative to S. cerevisiae for bioethanol production. However, the relatively low concentration of fermentable sugars in the O. ficus-indica cladode hydrolysate presents a technical constraint for commercial exploitation.


Assuntos
Etanol/metabolismo , Kluyveromyces/metabolismo , Opuntia/metabolismo , Saccharomyces cerevisiae/metabolismo , Aerobiose , Anaerobiose , Fermentação , Kluyveromyces/crescimento & desenvolvimento , Caules de Planta/metabolismo , Polissacarídeos/metabolismo , Saccharomyces cerevisiae/crescimento & desenvolvimento , Temperatura
6.
J Ind Microbiol Biotechnol ; 35(6): 611-8, 2008 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-18283506

RESUMO

The growth and product formation kinetics of the bovine pathogen Mannheimia (Pasteurella) haemolytica strain OVI-1 in continuous culture were investigated. The leukotoxin (LKT) concentration and yield on biomass could substantially be enhanced by supplementation of a carbon-limited medium with an amino acid mixture or a mixture of cysteine and glutamine. Acetic acid was a major product, increasing to 1.66 g l(-1) in carbon-limited chemostat culture at intermediate dilution rates and accounting for more than 80% of the glucose carbon, whereas in amino acid-limited cultures high acetic acid concentrations were produced at low dilution rates, suggesting a carbon-overflow metabolism. The maintenance coefficients of carbon-limited and carbon-sufficient cultures were 0.07 and 0.88 mmol glucose g(-1) h(-1), respectively. LKT production was partially growth-associated and the LKT concentration was maximised to 0.15 g l(-1) and acetic acid production minimised by using a carbon-limited medium and a low dilution rate.


Assuntos
Exotoxinas/biossíntese , Mannheimia haemolytica/crescimento & desenvolvimento , Mannheimia haemolytica/metabolismo , Ácido Acético/metabolismo , Aminoácidos/metabolismo , Biomassa , Carbono/metabolismo , Meios de Cultura/química , Glucose/metabolismo , Cinética , Mannheimia haemolytica/efeitos dos fármacos , Sulfitos/metabolismo , Sulfitos/farmacologia
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