RESUMO
Laboratory models are critical to basic and translational microbiology research. Models serve multiple purposes, from providing tractable systems to study cell biology to allowing the investigation of inaccessible clinical and environmental ecosystems. Although there is a recognized need for improved model systems, there is a gap in rational approaches to accomplish this goal. We recently developed a framework for assessing the accuracy of microbial models by quantifying how closely each gene is expressed in the natural environment and in various models. The accuracy of the model is defined as the percentage of genes that are similarly expressed in the natural environment and the model. Here, we leverage this framework to develop and validate two generalizable approaches for improving model accuracy, and as proof of concept, we apply these approaches to improve models of Pseudomonas aeruginosa infecting the cystic fibrosis (CF) lung. First, we identify two models, an in vitro synthetic CF sputum medium model (SCFM2) and an epithelial cell model, that accurately recapitulate different gene sets. By combining these models, we developed the epithelial cell-SCFM2 model which improves the accuracy of over 500 genes. Second, to improve the accuracy of specific genes, we mined publicly available transcriptome data, which identified zinc limitation as a cue present in the CF lung and absent in SCFM2. Induction of zinc limitation in SCFM2 resulted in accurate expression of 90% of P. aeruginosa genes. These approaches provide generalizable, quantitative frameworks for microbiological model improvement that can be applied to any system of interest.
Assuntos
Infecções Bacterianas , Fibrose Cística , Infecções por Pseudomonas , Humanos , Ecossistema , Infecções por Pseudomonas/microbiologia , Transcriptoma , Células Epiteliais/microbiologia , Meios de Cultura/metabolismo , Fibrose Cística/microbiologia , Pseudomonas aeruginosa/genética , Escarro/microbiologiaRESUMO
Coenzymes are important for all classes of enzymatic reactions and essential for cellular metabolism. Most coenzymes are synthesized from dedicated precursors, also referred to as vitamins, which prototrophic bacteria can either produce themselves from simpler substrates or take up from the environment. The extent to which prototrophs use supplied vitamins and whether externally available vitamins affect the size of intracellular coenzyme pools and control endogenous vitamin synthesis is currently largely unknown. Here, we studied coenzyme pool sizes and vitamin incorporation into coenzymes during growth on different carbon sources and vitamin supplementation regimes using metabolomics approaches. We found that the model bacterium Escherichia coli incorporated pyridoxal, niacin, and pantothenate into pyridoxal 5'-phosphate, NAD, and coenzyme A (CoA), respectively. In contrast, riboflavin was not taken up and was produced exclusively endogenously. Coenzyme pools were mostly homeostatic and not affected by externally supplied precursors. Remarkably, we found that pantothenate is not incorporated into CoA as such but is first degraded to pantoate and ß-alanine and then rebuilt. This pattern was conserved in various bacterial isolates, suggesting a preference for ß-alanine over pantothenate utilization in CoA synthesis. Finally, we found that the endogenous synthesis of coenzyme precursors remains active when vitamins are supplied, which is consistent with described expression data of genes for enzymes involved in coenzyme biosynthesis under these conditions. Continued production of endogenous coenzymes may ensure rapid synthesis of the mature coenzyme under changing environmental conditions, protect against coenzyme limitation, and explain vitamin availability in naturally oligotrophic environments.
Assuntos
Coenzimas , Escherichia coli , beta-Alanina , beta-Alanina/metabolismo , Coenzima A/biossíntese , Coenzimas/biossíntese , Piridoxal , Fosfato de Piridoxal/metabolismo , Vitaminas/metabolismo , Escherichia coli/metabolismo , NAD/metabolismo , Meios de Cultura/química , Meios de Cultura/metabolismoRESUMO
An effective tool to assess embryo quality in the assisted reproduction clinical practice will enhance successful implantation rates and mitigate high risks of multiple pregnancies. Potential biomarkers secreted into culture medium (CM) during embryo development enable rapid and noninvasive methods of assessing embryo quality. However, small volumes, low biomolecule concentrations, and impurity interference collectively preclude the identification of quality-related biomarkers in single blastocyst CM. Here, we developed a noninvasive trace multiomics approach to screen for potential markers in individual human blastocyst CM. We collected 84 CM samples and divided them into high-quality (HQ) and low-quality (LQ) groups. We evaluated the differentially expressed proteins (DEPs) and metabolites (DEMs) in HQ and LQ CM. A total of 504 proteins and 189 metabolites were detected in individual blastocyst CM. Moreover, 9 DEPs and 32 DEMs were identified in different quality embryo CM. We also categorized HQ embryos into positive implantation (PI) and negative implantation (NI) groups based on ultrasound findings on day 28. We identified 41 DEPs and 4 DEMs associated with clinical implantation outcomes in morphologically HQ embryos using a multiomics analysis approach. This study provides a noninvasive multiomics analysis technique and identifies potential biomarkers for clinical embryo developmental quality assessment.
Assuntos
Biomarcadores , Meios de Cultura , Metabolômica , Proteômica , Humanos , Biomarcadores/metabolismo , Biomarcadores/análise , Proteômica/métodos , Metabolômica/métodos , Meios de Cultura/química , Meios de Cultura/metabolismo , Blastocisto/metabolismo , Blastocisto/citologia , Técnicas de Cultura Embrionária , Embrião de Mamíferos/metabolismo , MultiômicaRESUMO
The present study deals with the production of cellulase-free endoxylanase by Aspergillus niger ISL-9 using wheat bran as a solid substrate. Endoxylanase was produced under a solid-state fermentation. Various growth parameters were optimized for the improved production of the enzyme. The Substrate level of 15 g was optimized as it provided the fungus with balanced aeration and nutrition. Among the six moisture contents investigated, Moisture Content 5 (MC5) was optimized (g/l: malt extract, 10; (NH4)2HPO4, 2.5; urea, 1.0) and 10 mL of MC5 was found to give the highest production of endoxylanase. The pH and time of incubation were optimized to 6.2 and 48 h respectively. The Inoculum size of 2 mL (1.4 × 106 spores/mL) gave the maximum enzyme production. After optimization of these growth parameters, a significantly high endoxylanase activity of 21.87 U/g was achieved. Very negligible Carboxymethylcellulase (CMCase) activity was observed indicating the production of cellulase-free endoxylanase. The notable finding is that the endoxylanase activity was increased by 1.4-fold under optimized conditions (p ≤ 0.05). The overall comparison of kinetic parameters for enhanced production of endoxylanase by A. niger ISL-9 under Solid State Fermentation (SSF) was also studied. Different kinetic variables which included specific growth rate, product yield coefficients, volumetric rates and specific rates were observed at 48, 72 and 96 h incubation time and were compared for MC1 and MC5. Among the kinetic parameters, the most significant result was obtained with volumetric rate constant for product formation (Qp) that was found to be optimum (1.89 U/h) at 72 h incubation period and a high value of Qp i.e.1.68 U/h was also observed at 48 h incubation period. Thus, the study demonstrates a cost-effective and environmentally sustainable process for xylanase production and exhibits scope towards successful industrial applications.
Assuntos
Aspergillus niger , Fibras na Dieta , Endo-1,4-beta-Xilanases , Fermentação , Aspergillus niger/enzimologia , Aspergillus niger/metabolismo , Fibras na Dieta/metabolismo , Endo-1,4-beta-Xilanases/metabolismo , Endo-1,4-beta-Xilanases/biossíntese , Cinética , Concentração de Íons de Hidrogênio , Meios de Cultura/metabolismo , Meios de Cultura/químicaRESUMO
The extremophilic nature and metabolic flexibility of Galdieria spp. highlights their potential for biotechnological application. However, limited research into continuous cultivation of Galdieria spp. has slowed progress towards the commercialization of these algae. The objective of this research was to investigate biomass productivity and growth yields during continuous photoautotrophic, mixotrophic and heterotrophic cultivation of Galdieria sp. RTK371; a strain recently isolated from within the Taupo Volcanic Zone in Aotearoa-New Zealand. Results indicate Galdieria sp. RTK371 grows optimally at pH 2.5 under warm white LED illumination. Photosynthetic O2 production was dependent on lighting intensity with a maximal value of (133.5 ± 12.1 nmol O2 mgbiomass -1 h-1) achieved under 100 µmol m-2 s-1 illumination. O2 production rates slowed significantly to 42 ± 1 and <0.01 nmol O2 mgbiomass -1 h-1 during mixotrophic and heterotrophic growth regimes respectively. Stable, long-term chemostat growth of Galdieria sp. RTK371 was achieved during photoautotrophic, mixotrophic and heterotrophic growth regimes. During periods of ammonium limitation, Galdieria sp. RTK371 increased its intracellular carbohydrate content (up to 37% w/w). In contrast, biomass grown in ammonium excess was composed of up to 65% protein (w/w). Results from this study demonstrate that the growth of Galdieria sp. RTK371 can be manipulated during continuous cultivation to obtain desired biomass and product yields over long cultivation periods.
Assuntos
Biomassa , Fotossíntese , Meios de Cultura/química , Meios de Cultura/metabolismo , Rodófitas/crescimento & desenvolvimento , Rodófitas/metabolismo , Extremófilos/metabolismo , Extremófilos/crescimento & desenvolvimento , Nutrientes/metabolismoRESUMO
Dynamic flux balance analysis (FBA) allows estimation of intracellular reaction rates using organism-specific genome-scale metabolic models (GSMM) and by assuming instantaneous pseudo-steady states for processes that are inherently dynamic. This technique is well-suited for industrial bioprocesses employing complex media characterized by a hierarchy of substrate uptake and product secretion. However, knowledge of exchange rates of many components of the media would be required to obtain meaningful results. Here, we performed spent media analysis using mass spectrometry coupled with liquid and gas chromatography for a fed-batch, high-cell density cultivation of Escherichia coli BL21(DE3) expressing a recombinant protein. Time course measurements thus obtained for 246 metabolites were converted to instantaneous exchange rates. These were then used as constraints for dynamic FBA using a previously reported GSMM, thus providing insights into how the flux map evolves through the process. Changes in tri-carboxylic acid cycle fluxes correlated with the increased demand for energy during recombinant protein production. The results show how amino acids act as hubs for the synthesis of other cellular metabolites. Our results provide a deeper understanding of an industrial bioprocess and will have implications in further optimizing the process.
Assuntos
Técnicas de Cultura Celular por Lotes , Modelos Biológicos , Técnicas de Cultura Celular por Lotes/métodos , Escherichia coli/genética , Escherichia coli/metabolismo , Espectrometria de Massas , Proteínas Recombinantes/metabolismo , Meios de Cultura/metabolismoRESUMO
Marine thraustochytrids produce metabolically important lipids such as the long-chain omega-3 polyunsaturated fatty acids, carotenoids, and sterols. The growth and lipid production in thraustochytrids depends on the composition of the culture medium that often contains yeast extract as a source of amino acids. This work discusses the effects of individual amino acids provided in the culture medium as the only source of nitrogen, on the production of biomass and lipids by the thraustochytrid Thraustochytrium sp. RT2316-16. A reconstructed metabolic network based on the annotated genome of RT2316-16 in combination with flux balance analysis was used to explain the observed growth and consumption of the nutrients. The culture kinetic parameters estimated from the experimental data were used to constrain the flux via the nutrient consumption rates and the specific growth rate of the triacylglycerol-free biomass in the genome-scale metabolic model (GEM) to predict the specific rate of ATP production for cell maintenance. A relationship was identified between the specific rate of ATP production for maintenance and the specific rate of glucose consumption. The GEM and the derived relationship for the production of ATP for maintenance were used in linear optimization problems, to successfully predict the specific growth rate of RT2316-16 in different experimental conditions.
Assuntos
Modelos Biológicos , Estramenópilas , Estramenópilas/metabolismo , Estramenópilas/genética , Meios de Cultura/química , Meios de Cultura/metabolismo , Redes e Vias Metabólicas/genética , Aminoácidos/metabolismo , Biomassa , Metabolismo dos Lipídeos , Nutrientes/metabolismo , Trifosfato de Adenosina/metabolismoRESUMO
Microorganisms produce diverse classes of metabolites under various physiological conditions. Many bacterial strains have been reported to carry out the process of desulfurization in a cost-effective manner by converting dibenzothiophene (DBT) into 2-hydroxybiphenyl (2-HBP) and then using the 2-HBP as a carbon source for growth and development. Key rate-limiting factors and an increased concentration of 2HBP (400 µM) affect the biodesulfurization activity of bacteria through the produced metabolites. Thus, this study was designed to explore the nature of the metabolites produced by Rhodococcus erythropolis in the presence of DBT and 2HBP supplemented with a culture medium. A total of 330 metabolites were detected, and the key metabolites identified were 11Z-eicosaenoyl-EA, 1-carboxyethylisoleucine, 1(3)-glyceryl-PGF2alpha, taurine, 2-hydroxynicotinic acid, 4,4-dimethyl-14alpha-hydroxymethyl-5alpha-cholest-8-en-3beta-ol, and 10-nitrooleic acid. The supplementation of DBT and DBT-2HBP resulted in the differential regulation of these metabolites, either through downregulation or overexpression. Furthermore, at high concentrations of 2-HBP, 1-carboxyethylisoleucine, taurine, 2-hydroxynicotinic acid, and nicotinic acid were upregulated. This work proposes that the identified metabolites may play a role in bacteria-mediated desulphurization and could be beneficial in developing a cost-effective method of desulphurization for refining petroleum.
Assuntos
Compostos de Bifenilo , Petróleo , Rhodococcus , Tiofenos , Rhodococcus/metabolismo , Rhodococcus/crescimento & desenvolvimento , Petróleo/metabolismo , Compostos de Bifenilo/metabolismo , Tiofenos/metabolismo , Biodegradação Ambiental , Meios de Cultura/química , Meios de Cultura/metabolismo , Enxofre/metabolismoRESUMO
RATIONALE: Natural variations in the abundance of the stable isotopes of nitrogen (δ15N) and carbon (δ13C) offer valuable insights into metabolic fluxes. In the wake of strong interest in cancer metabolism, recent research has revealed δ15N and δ13C variations in cancerous compared to non-cancerous tissues and cell lines. However, our understanding of natural isotopic variations in cultured mammalian cells, particularly in relation to metabolism, remains limited. This study aims to start addressing this gap using metabolic modulations in cells cultured under controlled conditions. METHODS: Prostate cancer cells (PC3) were cultured in different conditions and their δ15N and δ13C were measured using isotope ratio mass spectrometry. Isotopic variations during successive cell culture passages were assessed and two widely used cell culture media (RPMI and DMEM) were compared. Metabolism was modulated through glutamine deprivation and hypoxia. RESULTS: Successive cell culture passages generally resulted in reproducible δ15N and δ13C values. The impact of culture medium composition on δ15N and δ13C of the cells highlights the importance of maintaining a consistent medium composition across conditions whenever possible. Glutamine deprivation and hypoxia induced a lower δ13C in bulk cell samples, with only the former affecting δ15N. Gaps between theory and experiments were bridged and the lessons learned throughout the process are provided. CONCLUSIONS: Exposing cultured cancer cells to hypoxia allowed us to further investigate the relation between metabolic modulations and natural isotopic variations, while mitigating the confounding impact of changing culture medium composition. This study highlights the potential of natural δ13C variations for studying substrate fluxes and nutrient allocation in reproducible culture conditions. Considering cell yield and culture medium composition is pivotal to the success of this approach.
Assuntos
Isótopos de Carbono , Meios de Cultura , Espectrometria de Massas , Isótopos de Nitrogênio , Humanos , Isótopos de Carbono/análise , Isótopos de Carbono/metabolismo , Isótopos de Nitrogênio/análise , Isótopos de Nitrogênio/metabolismo , Espectrometria de Massas/métodos , Meios de Cultura/química , Meios de Cultura/metabolismo , Glutamina/metabolismo , Glutamina/análise , Neoplasias da Próstata/metabolismo , Masculino , Células PC-3 , Linhagem Celular Tumoral , Técnicas de Cultura de Células/métodosRESUMO
Trichoderma longibrachiatum UN32 is known for its efficient production of dendrobine-type total alkaloids (DTTAs). This study aimed to determine the optimal medium composition for the UN32 strain using response surface methodology. Key factors, including glucose, beef extract, and CoCl2, were selected through the Plackett-Burman design. Subsequently, a factorial optimization approach was employed using the steepest ascent design, and 17 trial sets were completed via the Box-Behnken design. The optimal medium composition was found to consist of 29.4 g/L of glucose, 17.3 g/L of beef extract, and 0.28 mmol/L of CoCl2. This optimized medium resulted in an impressive 80.8% increase in mycelial dry weight (reaching 12.303 g/L) and a substantial 76.4% boost in DTTA production (reaching 541.63 ± 46.95 µg). Furthermore, the fermentation process was scaled up to a 5-L bioreactor, leading to a DTTA production approximately 1.95 times than the control. Transcriptome analysis of strain UN32 in response to CoCl2 supplementation revealed significant changes in the expression of critical genes associated with the TCA cycle and L-valine, L-leucine, and L-isoleucine biosynthesis changed. These alterations resulted in a heightened influx of acetyl-CoA into DTTA production. Additionally, the expression of genes related to antioxidant enzymes was modified to maintain homeostasis of reactive oxygen species (ROS). A potential mechanism for the accumulation of DTTAs based on ROS as a signal transduction was proposed. These findings provide valuable insights into the regulatory mechanisms of DTTA biosynthesis, potentially offering a method to enhance the production of secondary metabolites in the UN32 strain. KEY POINTS: ⢠After the RSM optimization, there is a substantial increase of 80.8% in biomass production and a significant 76.4% rise in DTTA production. ⢠Transcriptome analysis revealed that the inclusion of CoCl2 supplements resulted in an enhanced influx of acetyl-CoA. ⢠Proposed a mechanism for the accumulation of DTTAs for the role of ROS as a signal transduction pathway.
Assuntos
Alcaloides , Animais , Bovinos , Meios de Cultura/metabolismo , Acetilcoenzima A/metabolismo , Espécies Reativas de Oxigênio , Fermentação , GlucoseRESUMO
Biotreatment of oily sludge and the involved microbial communities, particularly in saline environments, have been rarely investigated. We enriched a halophilic bacterial consortium (OS-100) from petroleum refining oily sludge, which degraded almost 86% of the aliphatic hydrocarbon (C10-C30) fraction of the oily sludge within 7 days in the presence of 100 g/L NaCl. Two halophilic hydrocarbon-degrading bacteria related to the genera Chromohalobacter and Halomonas were isolated from the OS-100 consortium. Hydrocarbon degradation by the OS-100 consortium was relatively higher compared to the isolated bacteria, indicating potential synergistic interactions among the OS-100 community members. Exclusion of FeCl2, MgCl2, CaCl2, trace elements, and vitamins from the culture medium did not significantly affect the hydrocarbon degradation efficiency of the OS-100 consortium. To the contrary, hydrocarbon biodegradation dropped from 94.1 to 54.4% and 5% when the OS-100 consortium was deprived from phosphate and nitrogen sources in the culture medium, respectively. Quantitative PCR revealed that alkB gene expression increased up to the 3rd day of incubation with 11.277-fold, consistent with the observed increments in hydrocarbon degradation. Illumina-MiSeq sequencing of 16 S rRNA gene fragments revealed that the OS-100 consortium was mainly composed of the genera Halomonas, Idiomarina, Alcanivorax and Chromohalobacter. This community structure changed depending on the culturing conditions. However, remarkable changes in the community structure were not always associated with remarkable shifts in the hydrocarbonoclastic activity and vice versa. The results show that probably synergistic interactions between community members and different subpopulations of the OS-100 consortium contributed to salinity tolerance and hydrocarbon degradation.
Assuntos
Petróleo , Esgotos , Esgotos/microbiologia , Óleos/metabolismo , Bactérias/genética , Bactérias/metabolismo , Hidrocarbonetos/metabolismo , Petróleo/microbiologia , Biodegradação Ambiental , Archaea/metabolismo , Meios de Cultura/metabolismoRESUMO
The commercial production of multifunctional, biocompatible, and biodegradable biopolymers such as poly-γ-glutamic acid via microbial fermentation requires the development of simple and cheap methods for mass production. This study optimized the poly-γ-glutamic acid production of Bacillus licheniformis ATCC 9945a in several steps. At first, the most critical components of the culture medium, including l-glutamic acid, citric acid, and glycerol, were selected by screening nine factors through the Plackett-Burman experimental design and then were optimized using the response surface method and the central composite design algorithm. Under optimal conditions, the production of poly-γ-glutamic acid increased by more than 4.2 times from 11.2 to 47.2 g/L. This is one of the highest production rates of this strain in submerged batch fermentation reported so far using the optimized medium compared to the conventional base medium. A novel and efficient sudden pulse feeding strategy (achieved by a novel one-factorial statistical technique) of l-glutamic acid to the optimized medium increased biopolymer production from 47.2 to 66.1 g/L, the highest value reported in published literature with this strain. This simple, reproducible, and cheap fermentation process can considerably enhance the commercial applications of the poly-γ-glutamic acid synthesized by B. licheniformis ATCC 9945a.
Assuntos
Bacillus licheniformis , Meios de Cultura , Ácido Glutâmico , Ácido Poliglutâmico , Ácido Poliglutâmico/biossíntese , Ácido Poliglutâmico/análogos & derivados , Ácido Poliglutâmico/metabolismo , Ácido Poliglutâmico/química , Bacillus licheniformis/metabolismo , Bacillus licheniformis/crescimento & desenvolvimento , Meios de Cultura/química , Meios de Cultura/metabolismo , Ácido Glutâmico/metabolismo , Fermentação , Projetos de PesquisaRESUMO
Limosilactobacillus reuteri is a probiotic microorganism used in the treatment of gastrointestinal disorders. The effect of oxygen transfer on cultures of L. reuteri ATCC 53608 at shake flask and stirred tank bioreactor scales was studied, using MRS and molasses-based media. At shake flask scale, in MRS medium, a maximum bacterial concentration of 2.01 ± 0.02 g L-1 was obtained; the oxygen transfer coefficient was 2.01 ± 0.04 h-1. Similarly, in a 7.5 L bioreactor, in MRS, a maximum bacterial concentration of 2.46 ± 0.16 g L-1 was achieved (kLa = 2.64 ± 0.06 h-1). In contrast, using a molasses-based medium, bacterial concentration reached 3.13 ± 0.17 g L-1 in the 7.5 L bioreactor. A progressive reduction in lactic acid concentration and yield was observed as the oxygen transfer coefficient increased, at shake flask scale. Also, the oxygen transfer coefficient strongly affected the growth of L. reuteri in shake flask and bioreactor and allowed us to successfully scale up L. reuteri culture, producing similar maximum bacterial concentrations in both scales (2.01 g L-1 and 2.46 g L-1 in MRS). This is the first study on oxygen transfer coefficients in L. reuteri, and it is a valuable contribution to the field as it provides important insights about how this organism tolerates oxygen and adapts its metabolism for larger biomass production.
Assuntos
Reatores Biológicos , Meios de Cultura , Limosilactobacillus reuteri , Oxigênio , Limosilactobacillus reuteri/metabolismo , Limosilactobacillus reuteri/crescimento & desenvolvimento , Reatores Biológicos/microbiologia , Oxigênio/metabolismo , Meios de Cultura/química , Meios de Cultura/metabolismo , Probióticos/metabolismo , Ácido Láctico/metabolismo , FermentaçãoRESUMO
Spirulina (Arthrospira and Spirulina spp.) has always been characterized by the helical trichomes, despite the existence of linear forms. A great debate is now open on the morphological flexibility of Spirulina, but it seems that both trichome morphology and C-phycocyanin (C-PC) concentrations are influenced by the culture conditions.This work compared the effect of some key growth factors (medium pH as well as its carbon, potassium, and salt contents) on the growth and C-PC concentration of helical and linear Spirulina strains. Further, two-phase strategies, including light and nitrogen variation, were applied to increase the in vivo C-PC accumulation into the trichomes. Results showed that high pH induced trichomes elongation and improved growth but decreased C-PC content (+ 65 and + 43% vs. -83 and -49%, for helical and linear strains, respectively). Variations in carbon and salt concentrations negatively impacted growth and C-PC content, even if the linear strain was more robust against these fluctuations. It was also interesting to see that potassium increasing improved growth and C-PC content for both strains.The variation of light wavelength during the enrichment phase (in the two-phase strategy) improved by 50% C-PC accumulation in trichomes, especially after blue lighting for 96 h. Similar result was obtained after 48 h of nitrogen reduction, while its removal from the medium caused trichomes disintegration. The current work highlights the robustness of linear Spirulina strain and presents an efficient and scalable way to increase C-PC in vivo without affecting growth.
Assuntos
Carbono , Meios de Cultura , Ficocianina , Spirulina , Spirulina/crescimento & desenvolvimento , Spirulina/metabolismo , Spirulina/química , Ficocianina/metabolismo , Meios de Cultura/química , Meios de Cultura/metabolismo , Carbono/metabolismo , Concentração de Íons de Hidrogênio , Nitrogênio/metabolismo , Luz , Potássio/metabolismoRESUMO
Lactobacillus acidophilus is a probiotic commonly used in aquaculture to enhance the growth and immune system of aquatic species through the synthesis of various enzymes, and antimicrobial compounds like lactic acid. Traditional method of growing L. acidophilus involes using the De Man-Rogosa-Sharpe (MRS) medium. However, L. acidophilus belongs to a non-spore forming group, which make it vulnerable to stress conditions, especially during the usage process. Therefore, the present study aimed to improve the survival rate, antibacterial activity, and enrich the polyunsaturated fatty acids (PUFAs) content of L. acidophilus LB when cultured in an algae-supplemented medium, thus increasing its benefits in aquaculture applications. Using different algae biomass species as an alternative to MRS medium for the growth of L. acidophilus LB, the results showed that Spirulina platensis promoted the highest density of L. acidophilus LB. When grown in (S. platensis + glucose) medium, L. acidophilus LB produced the highest lactic acid concentration of 18.24 ± 2.43 mg/mL and survived in extreme conditions such as 4% NaCl, pH 1.0-2.0, and 50 ºC, and inhibited 99.82 ± 0.24% of Vibrio parahaemolyticus population after 2 days of treatment. Additionally, it was observed that the PUFAs content, specifically omega-6, and -7, also increased in the fermentation mixture as compared to the control sample. These findings highlighted the potential of utilizing the cyanobacteria S. platensis as an alternative, eco-friendly growth substance for L. acidophilus LB to enhance its bioactivity and viability under extreme conditions.
Assuntos
Meios de Cultura , Lactobacillus acidophilus , Probióticos , Spirulina , Lactobacillus acidophilus/metabolismo , Lactobacillus acidophilus/crescimento & desenvolvimento , Spirulina/metabolismo , Spirulina/crescimento & desenvolvimento , Spirulina/química , Probióticos/metabolismo , Meios de Cultura/química , Meios de Cultura/metabolismo , Ácidos Graxos Ômega-6/metabolismo , Viabilidade Microbiana/efeitos dos fármacos , Antibacterianos/farmacologia , Ácidos Graxos Insaturados/metabolismo , Ácido Láctico/metabolismo , AquiculturaRESUMO
Despite their acidic pH, carbonated beverages can be contaminated by spoilage microorganisms. Thermal treatments, before and/or after carbonation, are usually applied to prevent the growth of these microorganisms. However, the impact of CO2 on the heat resistance of spoilage microorganisms has never been studied. A better understanding of the combined impact of CO2 and pH on the heat resistance of spoilage microorganisms commonly found in carbonated beverages might allow to optimize thermal treatment. Five microorganisms were selected for this study: Alicyclobacillus acidoterrestris (spores), Aspergillus niger (spores), Byssochlamys fulva (spores), Saccharomyces cerevisiae (vegetative cells), and Zygosaccharomyces parabailii (vegetative cells). A method was developed to assess the impact of heat treatments in carbonated media on microbial resistance. The heat resistances of the five studied species are coherent with the literature, when data were available. However, neither the dissolved CO2 concentration (from 0 to 7 g/L), nor the pH (from 2.8 to 4.1) have an impact on the heat resistance of the selected microorganisms, except for As. niger, for which the presence of dissolved CO2 reduced the heat resistance. This study improved our knowledge about the heat resistance of some spoilage microorganisms in presence of CO2.
Assuntos
Aspergillus niger , Temperatura Alta , Aspergillus niger/crescimento & desenvolvimento , Concentração de Íons de Hidrogênio , Dióxido de Carbono/metabolismo , Saccharomyces cerevisiae/crescimento & desenvolvimento , Saccharomyces cerevisiae/fisiologia , Alicyclobacillus/crescimento & desenvolvimento , Alicyclobacillus/fisiologia , Bebidas Gaseificadas/microbiologia , Byssochlamys/crescimento & desenvolvimento , Microbiologia de Alimentos , Zygosaccharomyces/crescimento & desenvolvimento , Zygosaccharomyces/fisiologia , Contaminação de Alimentos/análise , Contaminação de Alimentos/prevenção & controle , Meios de Cultura/química , Meios de Cultura/metabolismoRESUMO
This study investigated the impact of initial culture media pH on the antibacterial properties and metabolic profile of cell-free supernatants (CFSs) from Lactobacillus acidophilus BIOTECH 1900 (LAB1900). The CFSs harvested from LAB1900 grown in de Man, Rogosa, Sharpe broth with initial pH of 5.5 (CFS5.5) and 6.6 (CFS6.6) were tested. The two CFSs elicited varying degrees of activity against three gram-negative bacteria. In the agar-well diffusion against Pseudomonas aeruginosa, CFS5.5 and CFS6.6 recorded 14.36 ± 1.34 and 13.06 ± 1.29 mm inhibition, respectively. Interestingly, against Klebsiella pneumoniae, CFS5.5 showed 14.36 ± 1.56 mm inhibition which was significantly higher than the 12.22 ± 1.31 mm inhibition of CFS6.6 (p = 0.0464). While against Acinetobacter baumannii, significantly higher inhibition of 10.66 ± 0.51 mm was observed in CFS6.6 compared to the 7.58 ± 1.93 mm inhibition of CFS5.5 (p = 0.0087). Nonetheless, both CFSs were bactericidal, with a minimum inhibitory and bactericidal concentration range of 3.90625-7.8125 mg/mL. The varied antibacterial activities may be attributed to the metabolite compositions of CFSs. A total of 152 metabolites driving the separation between CFSs were noted, with the majority upregulated in CFS5.5. Furthermore, 15 were putatively identified belonging to acylcarnities, vitamins, gibberellins, glycerophospholipids, and peptides. In summary, initial culture media pH affects the production of microbial metabolites with antibacterial properties.
Assuntos
Antibacterianos , Lactobacillus acidophilus , Humanos , Lactobacillus acidophilus/metabolismo , Meios de Cultura/metabolismo , Antibacterianos/farmacologia , Antibacterianos/metabolismo , Concentração de Íons de Hidrogênio , BiotecnologiaRESUMO
Efforts to understand microglia function in health and diseases have been hindered by the lack of culture models that recapitulate in situ cellular properties. In recent years, the use of serum-free media with brain-derived growth factors (colony stimulating factor 1 receptor [CSF1R] ligands and TGF-ß1/2) have been favored for the maintenance of rodent microglia as they promote morphological features observed in situ. Here we study the functional and transcriptomic impacts of such media on human microglia (hMGL). Media formulation had little impact on microglia transcriptome assessed by RNA sequencing which was sufficient to significantly alter microglia capacity to phagocytose myelin debris and to elicit an inflammatory response to lipopolysaccharide. When compared to immediately ex vivo microglia from the same donors, the addition of fetal bovine serum to culture media, but not growth factors, was found to aid in the maintenance of key signature genes including those involved in phagocytic processes. A phenotypic shift characterized by CSF1R downregulation in culture correlated with a lack of reliance on CSF1R signaling for survival. Consequently, no improvement in cell survival was observed following culture supplementation with CSF1R ligands. Our study provides better understanding of hMGL in culture, with observations that diverge from those previously made in rodent microglia.
Assuntos
Microglia , Receptores de Fator Estimulador das Colônias de Granulócitos e Macrófagos , Humanos , Microglia/metabolismo , Meios de Cultura/metabolismo , Receptores de Fator Estimulador das Colônias de Granulócitos e Macrófagos/genética , Receptores de Fator Estimulador das Colônias de Granulócitos e Macrófagos/metabolismo , Receptores Proteína Tirosina Quinases/metabolismo , Transdução de Sinais , Receptores de Fator Estimulador de Colônias/metabolismoRESUMO
Macrophages are important innate immune cells with the ability to adapt their phenotype to environmental cues. Research on human macrophages often uses monocyte-derived macrophages cultured in vitro, but it is unclear if culture medium affects macrophage phenotype. The objective of this study was to determine the impact of culture medium composition on monocyte-derived macrophage phenotype. Monocyte-derived macrophages were generated in different formulations of culture media (RPMI 1640, DMEM, MEM, McCoy's 5a and IMDM). Viability, yield and cell size were monitored, and RT-qPCR, flow cytometry or ELISA was used to compare levels of phenotype markers (CD163, CD206, CD80, TNFα, IL-10, SIRPα, LILRB1 and Siglec-10). Yield, cell size, gene expression, membrane protein levels and release of soluble proteins were all affected by changes in culture medium composition. The most pronounced effects were observed after culture in DMEM, which lacks the non-essential amino acids asparagine, aspartic acid, glutamic acid and proline. Supplementation of DMEM with non-essential amino acids either fully or partly reversed most effects of DMEM on macrophage phenotype. The results suggest culture medium composition and amino acid availability affect the phenotype of human monocyte-derived macrophages cultured in vitro.
Assuntos
Aminoácidos , Macrófagos , Humanos , Meios de Cultura/metabolismo , Fenótipo , Aminoácidos/metabolismo , Citometria de Fluxo/métodos , MonócitosRESUMO
Mesenchymal stem cells (MSCs) are somatic stem cells used in cell transplantation therapy for tissue injuries and inflammatory diseases because of their ability to support tissue regeneration and to suppress inflammation. While their applications are expanding, needs for automation of culture procedures with reduction of animal-derived materials to meet stable quality and suppliability are also increasing. On the other hand, the development of molecules that safely support cell adherence and expansion on a variety of interfaces under the serum-reduced culture condition remains a challenge. We report here that fibrinogen enables MSC culture on various materials with low cell adhesion property even under serum-reduced culture conditions. Fibrinogen promoted MSC adhesion and proliferation by stabilizing basic fibroblast growth factor (bFGF), which was secreted in the culture medium by autocrine, and also activated autophagy to suppress cellar senescence. Fibrinogen coating allowed MSCs expansion even on the polyether sulfone membrane that represents very low cell adhesion, and the MSCs showed therapeutic effects in a pulmonary fibrosis model. This study demonstrates that fibrinogen is currently the safest and most widely available extracellular matrix and can be used as a versatile scaffold for cell culture in regenerative medicine.