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1.
Braz J Microbiol ; 55(2): 1167-1177, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38557863

RESUMEN

It is essential to evaluate the effects of operating conditions in submerged cultures of filamentous microorganisms. In particular, the impeller type influences the flow pattern, power consumption, and energy dissipation, leading to differences in the hydrodynamic environment that affect the morphology of the microorganism. This work investigated the effect of different impeller types, namely the Rushton turbine (RT-RT) and Elephant Ear impellers in up-pumping (EEUP) and down-pumping (EEDP) modes, on cellular morphology and clavulanic acid (CA) production by Streptomyces clavuligerus in a stirred-tank bioreactor. At 800 rpm and 0.5 vvm, the cultivations performed using RT-RT and EEUP impellers provided higher shear conditions and oxygen transfer rates than those observed with EEDP. These conditions resulted in higher clavulanic acid production using RT-RT (380.7 mg/L) and EEUP (453.3 mg/L) impellers, compared to EEDP (196.6 mg/L). Although the maximum CA concentration exhibited the same order of magnitude for RT-RT and EEUP impellers, the latter presented 40% of the specific power consumption (4.9 kW/m3) compared to the classical RT-RT (12.0 kW/m3). The specific energy for CA production ( E CA ), defined as the energy cost to produce 1 mg of CA, was 3.5 times lower using the EEUP impeller (1.91 kJ/mgCA) when compared to RT-RT (5.91 kJ/mgCA). Besides, the specific energy for O2 transfer ( E O 2 ), the energy required to transfer 1 mmol of O2, was 2.3 times lower comparing the EEUP impeller (3.28 kJ/mmolO2) to RT-RT (7.65 kJ/mmolO2). The results demonstrated the importance of choosing the most suitable impeller configuration in conventional bioreactors to manufacture bioproducts.


Asunto(s)
Reactores Biológicos , Ácido Clavulánico , Streptomyces , Ácido Clavulánico/biosíntesis , Streptomyces/metabolismo , Streptomyces/crecimiento & desarrollo , Reactores Biológicos/microbiología , Fermentación , Antibacterianos/biosíntesis
2.
Appl Biochem Biotechnol ; 193(12): 3936-3948, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-34436750

RESUMEN

Clavulanic acid (CA) is a naturally occurring antibiotic produced by Streptomyces clavuligerus. Statistical optimization of the fermentation medium for CA production by Streptomyces clavuligerus was carried out. Multiple carbon sources, glycerol, dextrin, and triolein, were considered simultaneously. A two-level fractional factorial design experiment was conducted to identify the significant components of medium on CA production. Statistical analysis of the results showed that soybean meal, dextrin, and triolein were the most significant medium ingredients on CA production. The optimal level of these screened components was obtained by RSM based on the result of a Box-Behnken design, in which the values of dextrin, soybean meal, and triolein in CA fermentation medium were 12.37 g/L, 39.75 g/L, and 26.98 ml/L, respectively. Using the proposed optimized medium, the model predicted 938 mg/L of CA level and via experimental rechecking the model, 946 mg/L of CA level was attained in shake flask fermentation, significantly high than 630 mg/L of original medium. The optimized medium was further verified in 50-L stirred fermenter, and compared with performance of original medium in parallel, CA titer was increased from 889 to 1310 mg/L; a 47% increase was achieved through medium optimization by statistical approaches.


Asunto(s)
Ácido Clavulánico/biosíntesis , Medios de Cultivo/química , Streptomyces/crecimiento & desarrollo
3.
J Ind Microbiol Biotechnol ; 48(3-4)2021 Jun 04.
Artículo en Inglés | MEDLINE | ID: mdl-33693777

RESUMEN

Clavulanic acid (CA) produced by Streptomyces clavuligerus is a clinically important ß-lactamase inhibitor. It is known that glycerol utilization can significantly improve cell growth and CA production of S. clavuligerus. We found that the industrial CA-producing S. clavuligerus strain OR generated by random mutagenesis consumes less glycerol than the wild-type strain; we then developed a mutant strain in which the glycerol utilization operon is overexpressed, as compared to the parent OR strain, through iterative random mutagenesis and reporter-guided selection. The CA production of the resulting S. clavuligerus ORUN strain was increased by approximately 31.3% (5.21 ± 0.26 g/l) in a flask culture and 17.4% (6.11 ± 0.36 g/l) in a fermenter culture, as compared to that of the starting OR strain. These results confirmed the important role of glycerol utilization in CA production and demonstrated that reporter-guided mutant selection is an efficient method for further improvement of randomly mutagenized industrial strains.


Asunto(s)
Ácido Clavulánico/biosíntesis , Glicerol/metabolismo , Streptomyces/metabolismo , Reactores Biológicos , Mutagénesis , Operón , Streptomyces/genética
4.
J Ind Microbiol Biotechnol ; 46(8): 1205-1215, 2019 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-31165280

RESUMEN

Genomic analysis of the clavulanic acid (CA)-high-producing Streptomyces clavuligerus strains, OL13 and OR, developed through random mutagenesis revealed a frameshift mutation in the cas1 gene-encoding clavaminate synthase 1. Overexpression of the intact cas1 in S. clavuligerus OR enhanced the CA titer by approximately 25%, producing ~ 4.95 g/L of CA, over the OR strain in the flask culture. Moreover, overexpression of the pathway-specific positive regulatory genes, ccaR and claR, in the OR strain improved CA yield by approximately 43% (~ 5.66 g/L) in the flask. However, co-expression of the intact cas1 with ccaR-claR did not further improve CA production. In the 7 L fermenter culture, maximum CA production by the OR strain expressing the wild-type cas1 and ccaR-claR reached approximately 5.52 g/L and 6.01 g/L, respectively, demonstrating that reverse engineering or simple rational metabolic engineering is an efficient method for further improvement of industrial strains.


Asunto(s)
Ácido Clavulánico/biosíntesis , Regulación Bacteriana de la Expresión Génica , Oxigenasas de Función Mixta/metabolismo , Streptomyces/enzimología , Bioingeniería , Genes Reguladores , Oxigenasas de Función Mixta/genética , Streptomyces/genética
5.
Appl Biochem Biotechnol ; 188(3): 706-719, 2019 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-30680701

RESUMEN

Clavulanic acid (CA) is frequently prescribed for treatment of bacterial infections. Despite the large number of studies concerning CA production, there is still a need to search for more effective and productive processes because it is mainly produced by biochemical route and is chemically unstable. This paper evaluates the influence of acid and cold stresses on CA production by Streptomyces clavuligerus in bench scale stirred tank bioreactor. Four batch cultures were conducted at constant pH (6.8 or 6.3) and temperature (30, 25, or 20 °C) and five batch cultures were performed with application of acid stress (pH reduction from 6.8 to 6.3), cold stress (reduction from 30 to 20 °C), or both. The highest maximum CA concentration (684.4 mg L-1) was obtained in the culture conducted at constant temperature of 20 °C. However, the culture under acid stress, in which the pH was reduced from 6.8 to 6.3 at a rate of 0.1 pH unit every 6 h, provided the most promising result, exhibiting a global yield coefficient of CA relative to cell formation (YCA/X) of 851.1 mgCA gX-1. High YCA/X values indicate that a small number of cells are able to produce a large amount of antibiotic with formation of smaller amounts of side byproducts. This could be especially attractive for decreasing the complexity and cost of the downstream processing, enhancing CA production.


Asunto(s)
Ácidos/farmacología , Ácido Clavulánico/biosíntesis , Frío , Streptomyces/metabolismo , Estrés Fisiológico , Técnicas de Cultivo Celular por Lotes , Reactores Biológicos , Medios de Cultivo , Fermentación , Concentración de Iones de Hidrógeno , Streptomyces/efectos de los fármacos , Streptomyces/fisiología , Inhibidores de beta-Lactamasas/metabolismo
6.
Braz. j. microbiol ; 49(4): 832-839, Oct.-Dec. 2018. tab, graf
Artículo en Inglés | LILACS | ID: biblio-974313

RESUMEN

ABSTRACT Clavulanic acid is a β-lactam compound with potent inhibitory activity against β-lactamases. Studies have shown that certain amino acids play essential roles in CA biosynthesis. However, quantitative evaluations of the effects of these amino acids are still needed in order to improve CA production. Here, we report a study of the nutritional requirements of Streptomyces clavuligerus for CA production. Firstly, the influence of the primary nitrogen source and the salts composition was investigated. Subsequently, soybean protein isolate was supplemented with arginine (0.0-3.20 g L-1), threonine (0.0-1.44 g L-1), ornithine (0.0-4.08 g L-1), and glutamate (0.0-8.16 g L-1), according to a two-level central composite rotatable design. A medium containing ferrous sulfate yielded CA production of 437 mg L-1, while a formulation without this salt produced only 41 mg L-1 of CA. This substantial difference suggested that Fe2+ is important for CA biosynthesis. The experimental design showed that glutamate and ornithine negatively influenced CA production while arginine and threonine had no influence. The soybean protein isolate provided sufficient C5 precursor for CA biosynthesis, so that supplementation was unnecessary. Screening of medium components, together with experimental design tools, could be a valuable way of enhancing CA titers and reducing the process costs.


Asunto(s)
Streptomyces/metabolismo , Ácido Clavulánico/biosíntesis , Medios de Cultivo/metabolismo , Ornitina/análisis , Ornitina/metabolismo , Streptomyces/genética , Ácido Glutámico/análisis , Ácido Glutámico/metabolismo , Medios de Cultivo/química , Nitrógeno/análisis , Nitrógeno/metabolismo
7.
Appl Environ Microbiol ; 84(22)2018 11 15.
Artículo en Inglés | MEDLINE | ID: mdl-30194098

RESUMEN

The oppA2 gene encodes an oligopeptide-binding protein similar to the periplasmic substrate-binding proteins of the ABC transport systems. However, oppA2 is an orphan gene, not included in an ABC operon. This gene is located in the clavulanic acid (CA) gene cluster of Streptomyces clavuligerus and is essential for CA production. A transcriptomic study of the oppA2-null mutant S. clavuligerus ΔoppA2::aac showed changes in the expression levels of 233 genes from those in the parental strain. These include genes for ABC transport systems, secreted proteins, peptidases, and proteases. Expression of the clavulanic acid, clavam, and cephamycin C biosynthesis gene clusters was not significantly affected in the oppA2 deletion mutant. The genes for holomycin biosynthesis were upregulated 2-fold on average, and the level of upregulation increased to 43-fold in a double mutant lacking oppA2 and the pSCL4 plasmid. Strains in which oppA2 was mutated secreted into the culture the compound N-acetylglycyl-clavaminic acid (AGCA), a putative intermediate of CA biosynthesis. A culture broth containing AGCA, or AGCA purified by liquid chromatography-mass spectrometry (LC-MS), was added to the cultures of various non-CA-producing mutants. Mutants blocked in the early steps of the pathway restored CA production, whereas mutants altered in late steps did not, establishing that AGCA is a late intermediate of the biosynthetic pathway, which is released from the cells when the oligopeptide-binding protein OppA2 is not available.IMPORTANCE The oppa2 gene encodes an oligopeptide permease essential for the production of clavulanic acid. A transcriptomic analysis of S. clavuligerus ΔoppA2::aac in comparison to the parental strain S. clavuligerus ATCC 27064 is reported. The lack of OppA2 results in different expression of 233 genes, including genes for proteases and genes for transport systems. The expression of the clavulanic acid genes in the oppA2 mutant is not significantly affected, but the genes for holomycin biosynthesis are strongly upregulated, in agreement with the higher holomycin production by this strain. The oppA2-mutant is known to release N-acetylglycyl-clavaminic acid to the broth. Cosynthesis assays using non-clavulanic acid-producing mutants showed that the addition of pure N-acetylglycyl-clavaminic acid to mutants in which clavulanic acid formation was blocked resulted in the recovery of clavulanic acid production, but only in mutants blocked in the early steps of the pathway. This suggests that N-acetylglycyl-clavaminic acid is a previously unknown late intermediate of the clavulanic acid pathway.


Asunto(s)
Proteínas Bacterianas/genética , Ácido Clavulánico/biosíntesis , Proteínas de Transporte de Membrana/genética , Eliminación de Secuencia , Streptomyces/enzimología , Streptomyces/metabolismo , Transcripción Genética , Proteínas Bacterianas/metabolismo , Ácido Clavulánico/química , Ácidos Clavulánicos/metabolismo , Regulación Bacteriana de la Expresión Génica , Proteínas de Transporte de Membrana/metabolismo , Familia de Multigenes , Operón , Streptomyces/genética
8.
Appl Microbiol Biotechnol ; 102(9): 4009-4023, 2018 May.
Artículo en Inglés | MEDLINE | ID: mdl-29523936

RESUMEN

Clavulanic acid (CA) is produced by Streptomyces clavuligerus (S. clavuligerus) as a secondary metabolite. Knowledge about the carbon flux distribution along the various routes that supply CA precursors would certainly provide insights about metabolic performance. In order to evaluate metabolic patterns and the possible accumulation of tricarboxylic acid (TCA) cycle intermediates during CA biosynthesis, batch and subsequent continuous cultures with steadily declining feed rates were performed with glycerol as the main substrate. The data were used to in silico explore the metabolic capabilities and the accumulation of metabolic intermediates in S. clavuligerus. While clavulanic acid accumulated at glycerol excess, it steadily decreased at declining dilution rates; CA synthesis stopped when glycerol became the limiting substrate. A strong association of succinate, oxaloacetate, malate, and acetate accumulation with CA production in S. clavuligerus was observed, and flux balance analysis (FBA) was used to describe the carbon flux distribution in the network. This combined experimental and numerical approach also identified bottlenecks during the synthesis of CA in a batch and subsequent continuous cultivation and demonstrated the importance of this type of methodologies for a more advanced understanding of metabolism; this potentially derives valuable insights for future successful metabolic engineering studies in S. clavuligerus.


Asunto(s)
Ciclo del Ácido Cítrico , Ácido Clavulánico/biosíntesis , Streptomyces/metabolismo , Glicerol , Ingeniería Metabólica , Streptomyces/genética
9.
Braz J Microbiol ; 49(4): 832-839, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29588197

RESUMEN

Clavulanic acid is a ß-lactam compound with potent inhibitory activity against ß-lactamases. Studies have shown that certain amino acids play essential roles in CA biosynthesis. However, quantitative evaluations of the effects of these amino acids are still needed in order to improve CA production. Here, we report a study of the nutritional requirements of Streptomyces clavuligerus for CA production. Firstly, the influence of the primary nitrogen source and the salts composition was investigated. Subsequently, soybean protein isolate was supplemented with arginine (0.0-3.20gL-1), threonine (0.0-1.44gL-1), ornithine (0.0-4.08gL-1), and glutamate (0.0-8.16gL-1), according to a two-level central composite rotatable design. A medium containing ferrous sulfate yielded CA production of 437mgL-1, while a formulation without this salt produced only 41mgL-1 of CA. This substantial difference suggested that Fe2+ is important for CA biosynthesis. The experimental design showed that glutamate and ornithine negatively influenced CA production while arginine and threonine had no influence. The soybean protein isolate provided sufficient C5 precursor for CA biosynthesis, so that supplementation was unnecessary. Screening of medium components, together with experimental design tools, could be a valuable way of enhancing CA titers and reducing the process costs.


Asunto(s)
Ácido Clavulánico/biosíntesis , Medios de Cultivo/metabolismo , Streptomyces/metabolismo , Medios de Cultivo/química , Ácido Glutámico/análisis , Ácido Glutámico/metabolismo , Nitrógeno/análisis , Nitrógeno/metabolismo , Ornitina/análisis , Ornitina/metabolismo , Streptomyces/genética
10.
Electron. j. biotechnol ; 28: 41-46, July. 2017. tab, ilus, graf
Artículo en Inglés | LILACS | ID: biblio-1015839

RESUMEN

Background: Streptomyces clavuligerus was the producer of clavulanic acid, claR, a pathway-specific transcriptional regulator in S. clavuligerus, positively regulates clavulanic acid biosynthesis. In this study, the promoter-less kanamycin resistance gene neo was fused with claR to obtain strain NEO from S. clavuligerus F613-1. The claR-neo fusion strain NEO was mutated using physical and chemical mutagens and then screened under high concentrations of kanamycin for high-yield producers of clavulanic acid. Results: The reporter gene neo was fused downstream of claR and used as an indicator for expression levels of claR in strain NEO. After three rounds of continuous treatment and screening, the high-yield clavulanic acid-producing strain M3-19 was obtained. In the shaking flask model, the clavulanic acid titer of M3-19 reached 4.33 g/L, which is an increase of 33% over the titer of 3.26 g/L for the starting strains S. clavuligerus F613-1 and NEO. Conclusions: Our results indicate that neo can be effectively used as a reporter for the expression of late-stage biosynthetic genes when screening for high-yield strains and that this approach has strong potential for improving Streptomyces strains of industrial value.


Asunto(s)
Streptomyces/genética , Streptomyces/metabolismo , Kanamicina , Ácido Clavulánico/biosíntesis , Factores de Transcripción/genética , Transcripción Genética , Bioensayo , Proteínas Recombinantes , Cromatografía Líquida de Alta Presión , Mutagénesis , Regiones Promotoras Genéticas , Genes Reporteros , Fusión Génica , Fermentación , Reacción en Cadena en Tiempo Real de la Polimerasa
11.
Biotechnol Prog ; 32(6): 1444-1452, 2016 11.
Artículo en Inglés | MEDLINE | ID: mdl-27451982

RESUMEN

In this work, the effects of agitation and aeration rates on aqueous two-phase system (ATPS)-based extractive fermentation of clavulanic acid (CA) by Streptomyces variabilis DAUFPE 3060 were investigated through a 22 full factorial design, where oxygen transfer rate (OTR) and oxygen uptake rate (OUR) were selected as the responses. Aeration rates significantly influenced cell growth, OUR, and CA yield, while OTR was practically the same in all the runs. Under the intermediate agitation (950 rpm) and aeration conditions (3.5 vvm) of the central point runs, it was achieved OTR of 1.617 ± 0.049 mmol L-1  h-1 , OUR of 0.132 ± 0.030 mmol L-1  h-1 , maximum CA production of 434 ± 4 mg L-1 , oxygen mass transfer coefficient of 33.40 ± 2.01 s-1 , partition coefficient of 66.5 ± 1.5, CA yield in the top and bottom phases of 75% ± 2% and 19% ± 1%, respectively, mass balance of 95% ± 4% and purification factor of 3.8 ± 0.1. These results not only confirmed the paramount role of O2 supply, broth composition and operational conditions in CA ATPS-extractive fermentation, but also demonstrated the possibility of effectively using this technology as a cheap tool to simultaneously produce and recover CA. © 2016 American Institute of Chemical Engineers Biotechnol. Prog., 32:1444-1452, 2016.


Asunto(s)
Técnicas de Química Analítica , Ácido Clavulánico/biosíntesis , Fermentación , Oxígeno/metabolismo , Agua/metabolismo , Ácido Clavulánico/química , Ácido Clavulánico/aislamiento & purificación , Fosfatos/química , Polietilenglicoles/química , Streptomyces/metabolismo , Agua/química
12.
J Ind Microbiol Biotechnol ; 43(4): 537-55, 2016 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-26790415

RESUMEN

The genus Streptomyces comprises bacteria that undergo a complex developmental life cycle and produce many metabolites of importance to industry and medicine. Streptomyces clavuligerus produces the ß-lactamase inhibitor clavulanic acid, which is used in combination with ß-lactam antibiotics to treat certain ß-lactam resistant bacterial infections. Many aspects of how clavulanic acid production is globally regulated in S. clavuligerus still remains unknown. We conducted comparative proteomics analysis using the wild type strain of S. clavuligerus and two mutants (ΔbldA and ΔbldG), which are defective in global regulators and vary in their ability to produce clavulanic acid. Approximately 33.5 % of the predicted S. clavuligerus proteome was detected and 192 known or putative regulatory proteins showed statistically differential expression levels in pairwise comparisons. Interestingly, the expression of many proteins whose corresponding genes contain TTA codons (predicted to require the bldA tRNA for translation) was unaffected in the bldA mutant.


Asunto(s)
Ácido Clavulánico/biosíntesis , Regulación Bacteriana de la Expresión Génica , Proteómica , Streptomyces/crecimiento & desarrollo , Streptomyces/metabolismo , Proteínas Bacterianas/genética , Proteínas Bacterianas/metabolismo , Codón/genética , Proteoma/genética , Proteoma/metabolismo , Streptomyces/genética , Inhibidores de beta-Lactamasas/metabolismo
13.
FEMS Microbiol Lett ; 363(1): fnv215, 2016 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-26564965

RESUMEN

Streptomyces clavuligerus produces simultaneously cephamycin C (CephC) and clavulanic acid (CA). Adding 1,3-diaminopropane to culture medium stimulates production of beta-lactam antibiotics. However, there are no studies on the influence of this diamine on coordinated production of CephC and CA. This study indicates that 1,3-diaminopropane can dissociate CephC and CA productions. Results indicated that low diamine concentrations (below 1.25 g l(-1)) in culture medium increased CA production by 200%, but not that of CephC. Conversely, CephC production increased by 300% when 10 g l(-1) 1,3-diaminopropane was added to culture medium. Addition of just L-lysine (18.3 g l(-1)) to culture medium increased both biocompounds. On the other hand, while L-lysine plus 7.5 g l(-1) 1,3-diaminopropane increased volumetric production of CephC by 1100%, its impact on CA production was insignificant. The combined results suggest that extracellular concentration of 1,3-diaminopropane may trigger the dissociation of CephC and CA biosynthesis in S. clavuligerus.


Asunto(s)
Vías Biosintéticas/efectos de los fármacos , Cefamicinas/biosíntesis , Ácido Clavulánico/biosíntesis , Diaminas/metabolismo , Streptomyces/efectos de los fármacos , Streptomyces/metabolismo , Medios de Cultivo/química
14.
Biotechnol Prog ; 31(5): 1226-36, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26171767

RESUMEN

In this work, in silico flux balance analysis is used for predicting the metabolic behavior of Streptomyces clavuligerus during clavulanic acid production. To choose the best objective function for use in the analysis, three different optimization problems are evaluated inside the flux balance analysis formulation: (i) maximization of the specific growth rate, (ii) maximization of the ATP yield, and (iii) maximization of clavulanic acid production. Maximization of ATP yield showed the best predictions for the cellular behavior. Therefore, flux balance analysis using ATP as objective function was used for analyzing different scenarios of nutrient limitations toward establishing the effect of limiting the carbon, nitrogen, phosphorous, and oxygen sources on the growth and clavulanic acid production rates. Obtained results showed that ammonia and phosphate limitations are the ones most strongly affecting clavulanic acid biosynthesis. Furthermore, it was possible to identify the ornithine flux from the urea cycle and the α-ketoglutarate flux from the TCA cycle as the most determinant internal fluxes for promoting clavulanic acid production.


Asunto(s)
Ácido Clavulánico/biosíntesis , Análisis de Flujos Metabólicos/métodos , Streptomyces/metabolismo , Carbono/metabolismo , Ciclo del Ácido Cítrico , Ácidos Cetoglutáricos/metabolismo , Nitrógeno/metabolismo
15.
Comput Methods Programs Biomed ; 114(3): 337-48, 2014 May.
Artículo en Inglés | MEDLINE | ID: mdl-24666934

RESUMEN

The utilization of antibiotics produced by Clavulanic acid (CA) is an increasing need in medicine and industry. Usually, the CA is created from the fermentation of Streptomycen Clavuligerus (SC) bacteria. Analysis of visual and morphological features of SC bacteria is an appropriate measure to estimate the growth of CA. In this paper, an automatic and fast CA production level estimation algorithm based on visual and structural features of SC bacteria instead of statistical methods and experimental evaluation by microbiologist is proposed. In this algorithm, structural features such as the number of newborn branches, thickness of hyphal and bacterial density and also color features such as acceptance color levels are extracted from the SC bacteria. Moreover, PH and biomass of the medium provided by microbiologists are considered as specified features. The level of CA production is estimated by using a new application of Self-Organizing Map (SOM), and a hybrid model of genetic algorithm with back propagation network (GA-BPN). The proposed algorithm is evaluated on four carbonic resources including malt, starch, wheat flour and glycerol that had used as different mediums of bacterial growth. Then, the obtained results are compared and evaluated with observation of specialist. Finally, the Relative Error (RE) for the SOM and GA-BPN are achieved 14.97% and 16.63%, respectively.


Asunto(s)
Ácido Clavulánico/biosíntesis , Glicerol/química , Streptomyces/metabolismo , Inhibidores de beta-Lactamasas/metabolismo , Algoritmos , Análisis de Varianza , Antibacterianos/biosíntesis , Bacterias/metabolismo , Biomasa , Colorimetría , Fermentación , Humanos , Reproducibilidad de los Resultados
16.
Sci China Life Sci ; 56(7): 591-600, 2013 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-23832248

RESUMEN

The glycerol utilization (gyl) operon is involved in clavulanic acid (CA) production by Streptomyces clavuligerus, and possibly supplies the glyceraldehyde-3-phosphate (G3P) precursor for CA biosynthesis. The gyl operon is regulated by GylR and is induced by glycerol. To enhance CA production in S. clavuligerus, an extra copy of ccaR expressed from Pgyl (the gyl promoter) was integrated into the chromosome of S. clavuligerus NRRL 3585. This construct coordinated the transcription of CA biosynthetic pathway genes with expression of the gyl operon. In the transformants carrying the Pgyl-controlled regulatory gene ccaR, CA production was enhanced 3.19-fold in glycerol-enriched batch cultures, relative to the control strain carrying an extra copy of ccaR controlled by its own promoter (PccaR). Consistent with enhanced CA production, the transcription levels of ccaR, ceas2 and claR were significantly up-regulated in the transformants containing Pgyl-controlled ccaR.


Asunto(s)
Ácido Clavulánico/biosíntesis , Regulación Bacteriana de la Expresión Génica , Glicerol/metabolismo , Streptomyces/metabolismo , Secuencia de Bases , Química Farmacéutica/métodos , Escherichia coli/metabolismo , Regulación de la Expresión Génica , Genes Bacterianos , Gliceraldehído 3-Fosfato/química , Glicerol/química , Familia de Multigenes , Oligonucleótidos/genética , Operón , Plásmidos/metabolismo , Regiones Promotoras Genéticas , Factores de Tiempo
17.
Acta Crystallogr D Biol Crystallogr ; 69(Pt 8): 1567-79, 2013 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-23897479

RESUMEN

Structural and biochemical studies of the orf12 gene product (ORF12) from the clavulanic acid (CA) biosynthesis gene cluster are described. Sequence and crystallographic analyses reveal two domains: a C-terminal penicillin-binding protein (PBP)/ß-lactamase-type fold with highest structural similarity to the class A ß-lactamases fused to an N-terminal domain with a fold similar to steroid isomerases and polyketide cyclases. The C-terminal domain of ORF12 did not show ß-lactamase or PBP activity for the substrates tested, but did show low-level esterase activity towards 3'-O-acetyl cephalosporins and a thioester substrate. Mutagenesis studies imply that Ser173, which is present in a conserved SXXK motif, acts as a nucleophile in catalysis, consistent with studies of related esterases, ß-lactamases and D-Ala carboxypeptidases. Structures of wild-type ORF12 and of catalytic residue variants were obtained in complex with and in the absence of clavulanic acid. The role of ORF12 in clavulanic acid biosynthesis is unknown, but it may be involved in the epimerization of (3S,5S)-clavaminic acid to (3R,5R)-clavulanic acid.


Asunto(s)
Proteínas Bacterianas/química , Proteínas Bacterianas/metabolismo , Ácido Clavulánico/biosíntesis , Streptomyces/metabolismo , Secuencias de Aminoácidos , Proteínas Bacterianas/genética , Carboxipeptidasas/metabolismo , Dominio Catalítico , Cefalosporinas/metabolismo , Ácido Clavulánico/química , Cristalografía por Rayos X , Hidrólisis , Modelos Moleculares , Penicilinas/metabolismo , Conformación Proteica , Estructura Terciaria de Proteína , Serina/genética , Streptomyces/genética , beta-Lactamasas/química , beta-Lactamasas/metabolismo , beta-Lactamas/metabolismo
18.
J Antibiot (Tokyo) ; 66(7): 411-20, 2013 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-23612724

RESUMEN

Clavulanic acid (CA) is a potent ß-lactamase inhibitor produced by Streptomyces clavuligerus and has been successfully used in combination with ß-lactam antibiotics (for example, Augmentin) to treat infections caused by ß-lactamase-producing pathogens. Since the discovery of CA in the late 1970s, significant information has accumulated on its biosynthesis, and regarding molecular mechanisms involved in the regulation of its production. Notably, the genes directing CA biosynthesis are clustered along with the genes responsible for the biosynthesis of the ß-lactam antibiotic, cephamycin C, and co-regulated, which makes this organism unique in that the production of an antibiotic and production of a small molecule to protect the antibiotic from its enzymatic degradation are controlled by shared mechanisms. Traditionally, the industrial strain improvement programs have relied significantly on random mutagenesis and selection approach. However, the recent availability of the genome sequence of S. clavuligerus along with the capability to build metabolic models, and ability to engineer the organism by directed approaches, has created exciting opportunities to improve strain productivity more efficiently. This review will include focus mainly on the gene organization of the CA biosynthetic genes, regulatory mechanisms that affect its production, and will include perspectives on improving strain productivity.


Asunto(s)
Antibacterianos/biosíntesis , Vías Biosintéticas/genética , Ácido Clavulánico/biosíntesis , Ingeniería Metabólica , Streptomyces/genética , Streptomyces/metabolismo , Regulación Bacteriana de la Expresión Génica , Humanos , Microbiología Industrial/métodos , Tecnología Farmacéutica/métodos
19.
Appl Microbiol Biotechnol ; 97(13): 5869-80, 2013 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-23361841

RESUMEN

The effect of the CcaR regulatory protein on expression of the cephamycin C gene cluster is studied. Quantitative reverse transcription PCR (qRT-PCR) expression analysis of the cephamycin biosynthesis genes in the ccaR-disrupted strain, S. clavuligerus ccaR::aph, revealed that in the absence of CcaR, the lat and cmcI genes expression was reduced 2,200- and 1,087-fold compared with the wild type. Expression of pcbAB-pcbC-cefD-cefE-cmcJ-cmcH and blp was 225- to 359-fold lower, while expression of pcbR-pbpA-bla and orf10 was only slightly affected if at all, indicating that resistance and regulatory genes are not under CcaR control as opposed to pathway biosynthetic genes. In the intergenic cmcH-ccaR region, a small messenger RNA (mRNA) overlaps with the cmcH transcription terminator. Deletion of 688 bp of the intergenic region results in a strain, S. clavuligerus ΔRI, still able to produce cephamycin C and clavulanic acid but at levels 30-40% lower than the parental strain. Therefore, specific sequences in the intergenic region upstream of ccaR enhance the expression of ccaR but are not essential for its expression. Strains containing an additional ccaR gene integrated in the chromosome, S. clavuligerus pSET-PC, or multiple copies of ccaR expressed from the PglpF promoter, S. clavuligerus pAK23, were constructed. Fermentations of the pAK23 strain resulted in a 6.1-fold increase in specific cephamycin C production relative to the wild type. In the same experiments, qRT-PCR analysis of the cephamycin biosynthesis genes showed a 5.1-fold increase in ccaR expression and similar increases in expression of lat and cmcI, while expression of other cluster genes were increased in the order of 2- to 3-fold.


Asunto(s)
Cefamicinas/biosíntesis , ADN Intergénico , Regulación Bacteriana de la Expresión Génica , Genes Bacterianos , Streptomyces/genética , Streptomyces/metabolismo , Factores de Transcripción , Vías Biosintéticas/genética , Ácido Clavulánico/biosíntesis , Perfilación de la Expresión Génica , Reacción en Cadena en Tiempo Real de la Polimerasa , Eliminación de Secuencia
20.
Antimicrob Agents Chemother ; 56(9): 4845-55, 2012 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-22751548

RESUMEN

Streptomyces clavuligerus produces a collection of five clavam metabolites, including the clinically important ß-lactamase inhibitor clavulanic acid, as well as four structurally related metabolites called 5S clavams. The paralogue gene cluster of S. clavuligerus is one of three clusters of genes for the production of these clavam metabolites. A region downstream of the cluster was analyzed, and snk, res1, and res2, encoding elements of an atypical two-component regulatory system, were located. Mutation of any one of the three genes had no effect on clavulanic acid production, but snk and res2 mutants produced no 5S clavams, whereas res1 mutants overproduced 5S clavams. Reverse transcriptase PCR analyses showed that transcription of cvm7p (which encodes a transcriptional activator of 5S clavam biosynthesis) and 5S clavam biosynthetic genes was eliminated in snk and in res2 mutants but that snk and res2 transcription was unaffected in a cvm7p mutant. Both snk and res2 mutants could be complemented by introduction of cvm7p under the control of an independently regulated promoter. In vitro assays showed that Snk can autophosphorylate and transfer its phosphate group to both Res1 and Res2, and Snk-H365, Res1-D52, and Res2-D52 were identified as the phosphorylation sites for the system. Dephosphorylation assays indicated that Res1 stimulates dephosphorylation of Res2∼P. These results suggest a regulatory cascade in which Snk and Res2 form a two-component system controlling cvm7p transcription, with Res1 serving as a checkpoint to modulate phosphorylation levels. Cvm7P then activates transcription of 5S clavam biosynthetic genes.


Asunto(s)
Ácido Clavulánico/biosíntesis , Ácidos Clavulánicos/biosíntesis , Genes Bacterianos , Genes Reguladores , Streptomyces/genética , Secuencia de Aminoácidos , Regulación Bacteriana de la Expresión Génica , Prueba de Complementación Genética , Datos de Secuencia Molecular , Familia de Multigenes , Mutación , Regiones Promotoras Genéticas , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Transducción de Señal , Streptomyces/metabolismo , Activación Transcripcional , Inhibidores de beta-Lactamasas
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