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1.
Microbiol Spectr ; 12(4): e0315723, 2024 Apr 02.
Article in English | MEDLINE | ID: mdl-38385740

ABSTRACT

Chronic Pseudomonas aeruginosa lung infections are a feature of cystic fibrosis (CF) that many patients experience even with the advent of highly effective modulator therapies. Identifying factors that impact P. aeruginosa in the CF lung could yield novel strategies to eradicate infection or otherwise improve outcomes. To complement published P. aeruginosa studies using laboratory models or RNA isolated from sputum, we analyzed transcripts of strain PAO1 after incubation in sputum from different CF donors prior to RNA extraction. We compared PAO1 gene expression in this "spike-in" sputum model to that for P. aeruginosa grown in synthetic cystic fibrosis sputum medium to determine key genes, which are among the most differentially expressed or most highly expressed. Using the key genes, gene sets with correlated expression were determined using the gene expression analysis tool eADAGE. Gene sets were used to analyze the activity of specific pathways in P. aeruginosa grown in sputum from different individuals. Gene sets that we found to be more active in sputum showed similar activation in published data that included P. aeruginosa RNA isolated from sputum relative to corresponding in vitro reference cultures. In the ex vivo samples, P. aeruginosa had increased levels of genes related to zinc and iron acquisition which were suppressed by metal amendment of sputum. We also found a significant correlation between expression of the H1-type VI secretion system and CFTR corrector use by the sputum donor. An ex vivo sputum model or synthetic sputum medium formulation that imposes metal restriction may enhance future CF-related studies.IMPORTANCEIdentifying the gene expression programs used by Pseudomonas aeruginosa to colonize the lungs of people with cystic fibrosis (CF) will illuminate new therapeutic strategies. To capture these transcriptional programs, we cultured the common P. aeruginosa laboratory strain PAO1 in expectorated sputum from CF patient donors. Through bioinformatic analysis, we defined sets of genes that are more transcriptionally active in real CF sputum compared to a synthetic cystic fibrosis sputum medium. Many of the most differentially active gene sets contained genes related to metal acquisition, suggesting that these gene sets play an active role in scavenging for metals in the CF lung environment which may be inadequately represented in some models. Future studies of P. aeruginosa transcript abundance in CF may benefit from the use of an expectorated sputum model or media supplemented with factors that induce metal restriction.


Subject(s)
Cystic Fibrosis , Pseudomonas Infections , Humans , Pseudomonas aeruginosa/metabolism , Sputum , Gene Expression Profiling , Metals , Culture Media/metabolism , RNA/metabolism
2.
J Microbiol Biotechnol ; 34(2): 407-414, 2024 Feb 28.
Article in English | MEDLINE | ID: mdl-38247220

ABSTRACT

Phosphorus is an essential but non-renewable nutrient resource critical for agriculture. Luxury phosphorus uptake allows microalgae to synthesize polyphosphate and accumulate phosphorus, but, depending on the strain of algae, polyphosphate may be degraded within 4 hours of accumulation. We studied the recovery of phosphorus from wastewater through luxury uptake by an engineered strain of Synechocystis sp. with inhibited polyphosphate degradation and the effect of this engineered Synechocystis biomass on lettuce growth. First, a strain (ΔphoU) lacking the phoU gene, which encodes a negative regulator of environmental phosphate concentrations, was generated to inhibit polyphosphate degradation in cells. Polyphosphate concentrations in the phoU knock-out strain were maintained for 24 h and then decreased slowly. In contrast, polyphosphate concentrations in the wild-type strain increased up to 4 h and then decreased rapidly. In addition, polyphosphate concentration in the phoU knockout strain cultured in semi-permeable membrane bioreactors with artificial wastewater medium was 2.5 times higher than that in the wild type and decreased to only 16% after 48 h. The biomass of lettuce treated with the phoU knockout strain (0.157 mg P/m2) was 38% higher than that of the lettuce treated with the control group. These results indicate that treating lettuce with this microalgal biomass can be beneficial to crop growth. These results suggest that the use of polyphosphate-accumulating microalgae as biofertilizers may alleviate the effects of a diminishing phosphorous supply. These findings can be used as a basis for additional genetic engineering to increase intracellular polyphosphate levels.


Subject(s)
Synechocystis , Wastewater , Synechocystis/genetics , Synechocystis/metabolism , Polyphosphates/metabolism , Phosphorus/metabolism , Bioreactors , Culture Media/metabolism
3.
Appl Microbiol Biotechnol ; 108(1): 116, 2024 Dec.
Article in English | MEDLINE | ID: mdl-38229295

ABSTRACT

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.


Subject(s)
Petroleum , Sewage , Sewage/microbiology , Oils/metabolism , Bacteria/genetics , Bacteria/metabolism , Hydrocarbons/metabolism , Petroleum/microbiology , Biodegradation, Environmental , Archaea/metabolism , Culture Media/metabolism
4.
Zygote ; 31(6): 582-587, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37955189

ABSTRACT

Traditionally, in vitro oocyte and embryo culture progresses through a series of varying culture medium. To investigate simplifying the in vitro production of bovine cumulus-oocyte complexes (COCs), this study used synthetic oviductal fluid (SOF) supplemented with conjugated linoleic acid (CLA). Special interest was placed on gene expression linked to lipid metabolism and oocyte maturation. COCs were matured in different media: Medium 199 (M199 group), M199 with 100 µM CLA (M199 + CLA group), SOF (SOF group), and SOF with 100 µM CLA (SOF + CLA group). COCs matured with SOF showed a higher relative abundance of mRNA of quality indicators gremlin 1 (GREM1) and prostaglandin-endoperoxide synthase 2 (PTGS2) in oocytes, and GREM1 in cumulus cells compared with in the M199 group. SOF medium COCs had a higher relative abundance of fatty acid desaturase 2 (FADS2) compared with the M199 group, which is essential for lipid metabolism in oocytes. Furthermore, the abundance of stearoyl-coenzyme A desaturase 1 (SCD1) in oocytes matured with SOF was not influenced by the addition of CLA, whereas the relative abundance of SCD1 was reduced in M199 medium with CLA. We concluded that maturation in SOF medium results in a greater abundance of genes linked to quality and lipidic metabolism in oocytes, regardless of the addition of CLA.


Subject(s)
Fertilization in Vitro , Lipid Metabolism , Female , Animals , Cattle , Lipid Metabolism/genetics , Oocytes/metabolism , Oogenesis , Culture Media/pharmacology , Culture Media/metabolism , Gene Expression , In Vitro Oocyte Maturation Techniques/methods
5.
J Biol Chem ; 299(8): 104919, 2023 08.
Article in English | MEDLINE | ID: mdl-37315792

ABSTRACT

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.


Subject(s)
Coenzymes , Escherichia coli , beta-Alanine , beta-Alanine/metabolism , Coenzyme A/biosynthesis , Coenzymes/biosynthesis , Pyridoxal , Pyridoxal Phosphate/metabolism , Vitamins/metabolism , Escherichia coli/metabolism , NAD/metabolism , Culture Media/chemistry , Culture Media/metabolism
6.
Immunology ; 170(3): 344-358, 2023 11.
Article in English | MEDLINE | ID: mdl-37291897

ABSTRACT

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.


Subject(s)
Amino Acids , Macrophages , Humans , Culture Media/metabolism , Phenotype , Amino Acids/metabolism , Flow Cytometry/methods , Monocytes
7.
J Equine Vet Sci ; 128: 104865, 2023 09.
Article in English | MEDLINE | ID: mdl-37329926

ABSTRACT

No studies have evaluated the effect of culture in serum-free media (SF) vs. media supplemented with equine serum (ES) on co-culture of synovial membrane and cartilage tissue explants. The study objective was to evaluate the effects of equine serum supplementation on induced production of inflammatory and catabolic mediators from articular cartilage and synovial explants while in co-culture. Articular cartilage and synovial membrane explants were harvested from femoropatellar joints of five adult horses. Cartilage and synovial explants were harvested from the stifle of five horses, placed in co-culture, stimulated with IL-1ß (10 ng/ml) and maintained in culture for 3, 6 and 9 days in 10% ES or SF. At each time point, media was harvested for analysis of cellular viability (Lactate dehydrogenase) and elution of glycosaminoglycans (Dimethylene Blue Binding Assay). Tissue explants were harvested for histopathologic and gene expression analyses. No differences in cell viability were observed between SF and ES groups. SF culture produced an upregulation of TNF-α in synovial membrane and ADAMTS-4 and five in articular cartilage at 9 days of culture. ES produced an upregulation of aggrecan expression in cartilage at 9 days of culture. No differences in tissue viability were found between culture media, but SF media produced a higher glycosaminoglycan concentration in media at 3 days of culture. The addition of 10% ES produced a slight chondroprotective effect in an inflamed co-culture system. This effect should be considered when designing studies evaluating treatment of serum or plasma-based orthobiologic studies in vitro.


Subject(s)
Cartilage, Articular , Synovial Membrane , Horses , Animals , Coculture Techniques/veterinary , Culture Media/pharmacology , Culture Media/metabolism , Synovial Membrane/metabolism , Cartilage, Articular/metabolism , Glycosaminoglycans/metabolism , Glycosaminoglycans/pharmacology , Dietary Supplements
8.
Yeast ; 40(2): 59-67, 2023 02.
Article in English | MEDLINE | ID: mdl-36624702

ABSTRACT

Changes in extracellular pH affect the homeostasis and survival of unicellular organisms. Supplementation of culture media with amino acids can extend the lifespan of budding yeast, Saccharomyces cerevisiae, by alleviating the decrease in pH. However, the optimal amino acids to use to achieve this end, and the underlying mechanisms involved, remain unclear. Here, we describe the specific role of serine metabolism in the regulation of pH in a medium. The addition of serine to synthetic minimal medium suppressed acidification, and at higher doses increased the pH. CHA1, which encodes a catabolic serine hydratase that degrades serine into ammonium and pyruvate, is essential for serine-mediated alleviation of acidification. Moreover, serine metabolism supports extra growth after glucose depletion. Therefore, medium supplementation with serine can play a prominent role in the batch culture of budding yeast, controlling extracellular pH through catabolism into ammonium and acting as an energy source after glucose exhaustion.


Subject(s)
Ammonium Compounds , Saccharomyces cerevisiae Proteins , Saccharomyces cerevisiae/metabolism , Serine/metabolism , Cell Survival , Amino Acids/metabolism , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism , Culture Media/metabolism , Glucose/metabolism , Hydrogen-Ion Concentration , Ammonium Compounds/metabolism
9.
Int J Med Mushrooms ; 24(8): 1-20, 2022.
Article in English | MEDLINE | ID: mdl-35997091

ABSTRACT

The pharmacological values of Cordyceps spp. are substantially associated with the existence of an extremely potent biometabolite: cordycepin. This component exhibits powerful therapeutic activity against cancer, diabetes, and hyperlipidemia and acts as a strong immunomodulator. Extensive pharmaceutical exploitation of Cordyceps spp. has depleted its natural existence. Therefore, there is a strong need for metabolic engineering-based approaches that could be employed for overproduction of the desired metabolite, which would sustain market demands. Replacement of the old conventional genome editing tools by the newly developed CRISPR technology is considered a suitable alternative for enhancing metabolite production. Another novel approach, POPCORN, optimizes carbon/nitrogen ratios to design synthetic media for Cordyceps production. In fact, the addition of FeSO4 and porcine liver extract and alterations in the dissolved oxygen enhanced cordycepin production in the submerged state. Ultraviolet mutagenesis is another approach for the augmentation of this pharmaceutically potent biometabolite. Therefore, the main objective of this review is to present the outlook on pharmaceutical properties of cordycepin along with the metabolic approaches for enhancing cordycepin production.


Subject(s)
Cordyceps , Deoxyadenosines , Animals , Cordyceps/metabolism , Culture Media/metabolism , Pharmaceutical Preparations/metabolism , Swine
10.
PLoS One ; 17(7): e0267598, 2022.
Article in English | MEDLINE | ID: mdl-35862346

ABSTRACT

SCNT embryos suffer from poor developmental competence (both in vitro and in vivo) due to various defects such as oxidative stress, incomplete epigenetic reprogramming, and flaws in telomere rejuvenation. It is very promising to ameliorate all these defects in SCNT embryos by supplementing the culture medium with a single compound. It has been demonstrated that melatonin, as a multitasking molecule, can improve the development of SCNT embryos, but its function during ovine SCNT embryos is unclear. We observed that supplementation of embryonic culture medium with 10 nM melatonin for 7 days accelerated the rate of blastocyst formation in ovine SCNT embryos. In addition, the quality of blastocysts increased in the melatonin-treated group compared with the SCNT control groups in terms of ICM, TE, total cell number, and mRNA expression of NANOG. Mechanistic studies in this study revealed that the melatonin-treated group had significantly lower ROS level, apoptotic cell ratio, and mRNA expression of CASPASE-3 and BAX/BCL2 ratio. In addition, melatonin promotes mitochondrial membrane potential and autophagy status (higher number of LC3B dots). Our results indicate that melatonin decreased the global level of 5mC and increased the level of H3K9ac in the treated blastocyst group compared with the blastocysts in the control group. More importantly, we demonstrated for the first time that melatonin treatment promoted telomere elongation in ovine SCNT embryos. This result offers the possibility of better development of ovine SCNT embryos after implantation. We concluded that melatonin can accelerate the reprogramming of telomere length in sheep SCNT embryos, in addition to its various beneficial effects such as increasing antioxidant capacity, reducing DNA damage, and improving the quality of derived blastocysts, all of which led to a higher in vitro development rate.


Subject(s)
Melatonin , Nuclear Transfer Techniques , Animals , Blastocyst/metabolism , Culture Media/metabolism , Embryonic Development/genetics , Melatonin/metabolism , Melatonin/pharmacology , Nuclear Transfer Techniques/veterinary , RNA, Messenger/metabolism , Sheep/genetics , Telomere
11.
Curr Microbiol ; 79(8): 222, 2022 Jun 15.
Article in English | MEDLINE | ID: mdl-35704212

ABSTRACT

Endophytes often inhabit plant tissues and cause no disease symptoms. Lasiodiplodia is generally considered a pathogenic fungus, but such a genus is capable of producing high-value bioactive molecules, such as enzymes, secondary metabolites including antimicrobials. Therefore, Lasiodiplodia sp. endophyte was cultivated in static mode for 12 days and EtOAc extracts were obtained and evaluated against pathogens afterward. Fermentation parameters (glucose, sucrose and NaNO3) were optimized by the factorial design and response surface methodology, as these are powerful tools to provide reliable information about fungal culture conditions and EtOAc extract yields were considered as response variables. Lasiodiplodia growth curve indicated that optimal production of EtOAc extract mass was achieved after 12 days of fermentation (284 mg 300 mL-1 broth), which is in agreement with values obtained from validation tests. Minimum Inhibitory Concentration (MIC) and Minimum Microbicidal Concentration (MMC) essays suggested that the endophyte produce substances presenting antimicrobial and antifungal activities against ATCC Staphylococcus aureus and Candida albicans strains at optimum point under evaluated conditions. MIC values ranged between 50 and 100 µg mL-1 for both pathogens, while MMC of C. albicans ranged from 100 to 200 µg mL-1, which evidence its fungicidal effect. Furthermore, it was found that the EtOAc extract yield can be increased by optimizing carbon and nitrogen sources in endophyte cultivation, and there was good agreement between predicted and experimental values under optimized conditions. Thus, Lasiodiplodia fungi are promising sources of antimicrobials and changes in carbon and nitrogen sources can improve the yield of secondary metabolites according to the factorial design.


Subject(s)
Anti-Infective Agents , Ascomycota , Acetates , Anti-Bacterial Agents/pharmacology , Anti-Infective Agents/metabolism , Anti-Infective Agents/pharmacology , Ascomycota/metabolism , Candida albicans , Carbon/metabolism , Culture Media/metabolism , Endophytes/metabolism , Microbial Sensitivity Tests , Nitrogen/metabolism , Plant Extracts/metabolism , Plant Extracts/pharmacology
12.
Int J Mol Sci ; 23(11)2022 Jun 03.
Article in English | MEDLINE | ID: mdl-35682960

ABSTRACT

Cyanobacteria are characterized by high iron content. This study investigated the effects of varying iron concentrations (1, 5, and 10 mg L-1) in the culture media on the biochemical composition and the iron bioaccumulation and speciation in Arthrospira platensis F&M-C256. Iron content measured in biomasses varied from 0.35 to 2.34 mg g-1 dry weight depending on the iron concentration in the culture media. These biomasses can be considered of interest for the production of spirulina-based supplements with low and high iron content. Iron speciation was studied using size exclusion chromatography followed by atomic absorption spectrometry and proteomic analysis. The role of C-phycocyanin as an iron binding protein was also investigated. Overall, the present results provide a better understanding of iron metabolism in cyanobacteria and a foundation for further studies.


Subject(s)
Spirulina , Culture Media/metabolism , Iron/metabolism , Iron-Binding Proteins/metabolism , Proteomics , Spirulina/chemistry
13.
Appl Biochem Biotechnol ; 194(11): 5017-5036, 2022 Nov.
Article in English | MEDLINE | ID: mdl-35687307

ABSTRACT

Bacterial cellulose (BC) is a biopolymer mainly produced by acetic acid bacteria (AAB) that has several applications in the medical, pharmaceutical, and food industries. As other living organisms, AAB require sources of chemical elements and nutrients, which are essential for their multiplication and metabolite production. So, the knowledge of the nutritional needs of microorganisms that have important industrial applications is necessary for the nutrients to be supplied in the appropriate form and amount. Considering that the choice of different nutrients as nitrogen source can result in different metabolic effects, this work aimed to verify the effects of amino acid supplementation in the culture media for BC production by an AAB strain (Komagataeibacter intermedius V-05). For this, nineteen amino acids were tested, selected, and optimized through a Plackett and Burman factorial design and central composite design to determine the optimal concentrations of each required amino acid. Membranes produced under optimal conditions were characterized in relation to chemical structure and properties by X-ray diffraction (XRD), thermogravimetric analysis (TGA), differential scanning calorimetry (DSC), infrared spectroscopy (FT-IR), and hydrophilic properties. Three amino acids had a significant positive effect and were required: aspartic acid (1.5 g L-1), phenylalanine (1.5 g L-1), and serine (3.0 g L-1). Conversely, all sulfur and positively charged amino acids had a negative effect and reduced the production yield. After optimization and validation steps, a production level of 3.02 g L-1 was achieved. Membranes produced from optimized media by this strain presented lower crystallinity index but greater thermal and hydrophilic properties than those produced from standard HS medium.


Subject(s)
Acetobacteraceae , Cellulose , Cellulose/chemistry , Spectroscopy, Fourier Transform Infrared , Amino Acids/metabolism , Aspartic Acid/metabolism , Biopolymers/metabolism , Culture Media/metabolism , Dietary Supplements , Sulfur , Nitrogen/metabolism , Phenylalanine , Serine/metabolism , Pharmaceutical Preparations , Fermentation
14.
J Vis Exp ; (183)2022 05 16.
Article in English | MEDLINE | ID: mdl-35635456

ABSTRACT

Environmental pollution is an increasing problem, and identifying fungi involved in the bioremediation process is an essential task. Soil hosts an incredible diversity of microbial life and can be a good source of these bioremediative fungi. This work aims to search for soil fungi with bioremediation potential by using different screening tests. Mineral culture media supplemented with recalcitrant substances as the sole carbon source were used as growth tests. First, soil dilutions were plated on Petri dishes with mineral medium amended with humic acids or lignocellulose. The growing fungal colonies were isolated and tested on different substrates, such as complex mixtures of hydrocarbons (petrolatum and used motor oil) and powders of different plastic polymers (PET, PP, PS, PUR, PVC). Qualitative enzymatic tests were associated with the growth tests to investigate the production of esterases, laccases, peroxidases, and proteases. These enzymes are involved in the main degradation processes of recalcitrant material, and their constitutive secretion by the examined fungal strains could have the potential to be exploited for bioremediation. More than 100 strains were isolated and tested, and several isolates with good bioremediation potential were found. In conclusion, the described screening tests are an easy and low-cost method to identify fungal strains with bioremediation potential from the soil. In addition, it is possible to tailor the screening tests for different pollutants, according to requirements, by adding other recalcitrant substances to minimal culture media.


Subject(s)
Soil Microbiology , Soil , Biodiversity , Culture Media/metabolism , Fungi/metabolism
15.
Biotechnol Bioeng ; 119(7): 1740-1754, 2022 07.
Article in English | MEDLINE | ID: mdl-35435243

ABSTRACT

Chinese hamster ovary (CHO) cells are widely used for producing recombinant proteins. To enhance their productivity and product quality, media reformulation has been a key strategy, albeit with several technical challenges, due to the myriad of complex molecular mechanisms underlying media effects on culture performance. Thus, it is imperative to characterize metabolic bottlenecks under various media conditions systematically. To do so, we combined partial least square regression (PLS-R) with the flux balance analysis of a genome-scale metabolic model to elucidate the physiological states and metabolic behaviors of human alpha-1 antitrypsin producing CHO-DG44 cells grown in one commercial and another two in-house media under development. At the onset, PLS-R was used to identify metabolite exchanges that were correlated to specific growth and productivity. Then, by comparing metabolic states described by resultant flux distributions under two of the media conditions, we found suboptimal level of four nutrients and two metabolic wastes, which plausibly hindered cellular growth and productivity; mechanistically, lactate and ammonia recycling were modulated by glutamine and asparagine metabolisms in the media conditions, and also by hitherto unsuspected folate and choline supplements. Our work demonstrated how multivariate statistical analysis can be synergistically combined with metabolic modeling to uncover the mechanistic elements underlying differing media performance. It thus paved the way for the systematic identification of nutrient targets for medium reformulation to enhance recombinant protein production in CHO cells.


Subject(s)
Cell Culture Techniques , Animals , CHO Cells , Cricetinae , Cricetulus , Culture Media/metabolism , Humans , Recombinant Proteins/genetics
16.
Am J Physiol Cell Physiol ; 322(5): C833-C848, 2022 05 01.
Article in English | MEDLINE | ID: mdl-35319901

ABSTRACT

Treatment of mouse preimplantation embryos with elevated palmitic acid (PA) reduces blastocyst development, whereas cotreatment with PA and oleic acid (OA) together rescues blastocyst development to control frequencies. To understand the mechanistic effects of PA and OA treatment on early mouse embryos, we investigated the effects of PA and OA, alone and in combination, on autophagy during preimplantation development in vitro. We hypothesized that PA would alter autophagic processes and that OA cotreatment would restore control levels of autophagy. Two-cell stage mouse embryos were placed into culture medium supplemented with 100 µM PA, 250 µM OA, 100 µM PA and 250 µM OA, or potassium simplex optimization media with amino acid (KSOMaa) medium alone (control) for 18-48 h. The results demonstrated that OA cotreatment slowed developmental progression after 30 h of cotreatment but restored control blastocyst frequencies by 48 h. PA treatment elevated light chain 3 (LC3)-II puncta and p62 levels per cell whereas OA cotreatment returned to control levels of autophagy by 48 h. Autophagic mechanisms are altered by nonesterified fatty acid (NEFA) treatments during mouse preimplantation development in vitro, where PA elevates autophagosome formation and reduces autophagosome degradation levels, whereas cotreatment with OA reversed these PA effects. Autophagosome-lysosome colocalization only differed between PA and OA alone treatment groups. These findings advance our understanding of the effects of free fatty acid exposure on preimplantation development, and they uncover principles that may underlie the associations between elevated fatty acid levels and overall declines in reproductive fertility.


Subject(s)
Oleic Acid , Palmitic Acid , Animals , Autophagy , Blastocyst/metabolism , Culture Media/metabolism , Fatty Acids, Nonesterified , Mice , Oleic Acid/metabolism , Oleic Acid/pharmacology , Palmitic Acid/pharmacology
17.
Microbiol Spectr ; 9(1): e0106421, 2021 09 03.
Article in English | MEDLINE | ID: mdl-34431718

ABSTRACT

In nature, filamentous fungi are exposed to diverse nutritional sources and changes in substrate availability. Conversely, in submerged cultures, mycelia are continuously exposed to the existing substrates, which are depleted over time. Submerged cultures are the preferred choice for experimental setups in laboratory and industry and are often used for understanding the physiology of fungi. However, to what extent the cultivation method affects fungal physiology, with respect to utilization of natural substrates, has not been addressed in detail. Here, we compared the transcriptomic responses of Aspergillus niger grown in submerged culture and solid culture, both containing sugar beet pulp (SBP) as a carbon source. The results showed that expression of CAZy (Carbohydrate Active enZyme)-encoding and sugar catabolic genes in liquid SBP was time dependent. Moreover, additional components of SBP delayed the A. niger response to the degradation of pectin present in SBP. In addition, we demonstrated that liquid cultures induced wider transcriptome variability than solid cultures. Although there was a correlation regarding sugar metabolic gene expression patterns between liquid and solid cultures, it decreased in the case of CAZyme-encoding genes. In conclusion, the transcriptomic response of A. niger to SBP is influenced by the culturing method, limiting the value of liquid cultures for understanding the behavior of fungi in natural habitats. IMPORTANCE Understanding the interaction between filamentous fungi and their natural and biotechnological environments has been of great interest for the scientific community. Submerged cultures are preferred over solid cultures at a laboratory scale to study the natural response of fungi to different stimuli found in nature (e.g., carbon/nitrogen sources, pH). However, whether and to what extent submerged cultures introduce variation in the physiology of fungi during growth on plant biomass have not been studied in detail. In this study, we compared the transcriptomic responses of Aspergillus niger to growth on liquid and solid cultures containing sugar beet pulp (a by-product of the sugar industry) as a carbon source. We demonstrate that the transcriptomic response of A. niger was highly affected by the culture condition, since the transcriptomic response obtained in a liquid environment could not fully explain the behavior of the fungus in a solid environment. This could partially explain the differences often observed between the phenotypes on plates compared to liquid cultures.


Subject(s)
Aspergillus niger/growth & development , Aspergillus niger/genetics , Beta vulgaris/microbiology , Fungal Proteins/genetics , Aspergillus niger/metabolism , Beta vulgaris/metabolism , Culture Media/chemistry , Culture Media/metabolism , Fungal Proteins/metabolism , Gene Expression Regulation, Fungal , Pectins/metabolism , Transcriptome
18.
Microb Cell Fact ; 20(1): 147, 2021 Jul 27.
Article in English | MEDLINE | ID: mdl-34315498

ABSTRACT

BACKGROUND: Fatty acid-based substances play an important role in many products, from food supplements to pharmaceutical products and biofuels. The production of fatty acids, mainly in their esterified form as triacylglycerol (TAG), has been intensively studied in oleaginous yeasts, whereas much less effort has been invested into non-oleaginous species. In the present work, we engineered the model yeast Saccharomyces cerevisiae, which is commonly regarded as non-oleaginous, for the storage of high amounts of TAG, comparable to the contents achieved in oleaginous yeasts. RESULTS: We investigated the effects of several mutations with regard to increased TAG accumulation and identified six of them as important for this phenotype: a point mutation in the acetyl-CoA carboxylase Acc1p, overexpression of the diacylglycerol acyltransferase Dga1p, deletions of genes coding for enzymes involved in the competing pathways glycogen and steryl ester synthesis and TAG hydrolysis, and a deletion of CKB1, the gene coding for one of the regulatory subunits of casein kinase 2. With the combination of these mutations in a S. cerevisiae strain with a relatively high neutral lipid level already in the non-engineered state, we achieved a TAG content of 65% in the dry biomass. High TAG levels were not only obtained under conditions that favor lipid accumulation, but also in defined standard carbon-limited media. CONCLUSIONS: Baker's yeast, which is usually regarded as inefficient in the storage of TAG, can be converted into a highly oleaginous strain that could be useful in processes aiming at the synthesis of fatty acid-based products. This work emphasizes the importance of strain selection in combination with metabolic engineering to obtain high product levels.


Subject(s)
Metabolic Engineering/methods , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Triglycerides/biosynthesis , Biofuels , Biomass , Culture Media/metabolism , Diacylglycerol O-Acyltransferase/genetics , Fatty Acids , Glycogen/metabolism , Mutation , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism , Triglycerides/analysis
19.
Sci Rep ; 11(1): 14267, 2021 07 12.
Article in English | MEDLINE | ID: mdl-34253787

ABSTRACT

Process engineering of biotechnological productions can benefit greatly from comprehensive analysis of microbial physiology and metabolism. Ralstonia eutropha (syn. Cupriavidus necator) is one of the best studied organisms for the synthesis of biodegradable polyhydroxyalkanoate (PHA). A comprehensive metabolomic study during bioreactor cultivations with the wild-type (H16) and an engineered (Re2058/pCB113) R. eutropha strain for short- and or medium-chain-length PHA synthesis has been carried out. PHA production from plant oil was triggered through nitrogen limitation. Sample quenching allowed to conserve the metabolic states of the cells for subsequent untargeted metabolomic analysis, which consisted of GC-MS and LC-MS analysis. Multivariate data analysis resulted in identification of significant changes in concentrations of oxidative stress-related metabolites and a subsequent accumulation of antioxidative compounds. Moreover, metabolites involved in the de novo synthesis of GDP-L-fucose as well as the fucose salvage pathway were identified. The related formation of fucose-containing exopolysaccharides potentially supports the emulsion-based growth of R. eutropha on plant oils.


Subject(s)
Cupriavidus necator/metabolism , Fucose/chemistry , Metabolomics/methods , Plant Oils/metabolism , Antioxidants/chemistry , Bacterial Proteins/metabolism , Biopolymers/chemistry , Bioreactors , Biotechnology , Culture Media/metabolism , Industry , Multivariate Analysis , Nitrogen/chemistry , Oxidative Stress , Polyhydroxyalkanoates/chemistry , Polysaccharides/metabolism
20.
BMC Cancer ; 21(1): 629, 2021 May 28.
Article in English | MEDLINE | ID: mdl-34044797

ABSTRACT

BACKGROUND: Despite considerable medical proceedings, cancer is still a leading cause of death. Major problems for tumor therapy are chemoresistance as well as toxic side effects. In recent years, the additional treatment with the antidiabetic drug metformin during chemotherapy showed promising results in some cases. The aim of this study was to develop an in vitro tumor therapy model in order to further investigate the potential of a combined chemotherapy with metformin. METHODS: Cytotoxic effects of a combined treatment on BALB/c fibroblasts were proven by the resazurin assay. Based on the BALB/c cell transformation assay, the BALB/c tumor therapy model was established successfully with four different and widely used chemotherapeutics from different categories. Namely, Doxorubicin as a type-II isomerase inhibitor, Docetaxel as a spindle toxin, Mitomycin C as an alkylating agent and 5-Fluorouracil as an antimetabolite. Moreover, glucose consumption in the medium supernatant was measured and protein expressions were determined by Western Blotting. RESULTS: Initial tests for the combined treatment with metformin indicated unexpected results as metformin could partly mitigate the cytotoxic effects of the chemotherapeutic agents. These results were further confirmed as metformin induced resistance to some of the drugs when applied simultaneously in the tumor therapy model. Mechanistically, an increased glucose consumption was observed in non-transformed cells as well as in the mixed population of malignant transformed cell foci and non-transformed monolayer cells, suggesting that metformin could also increase glucose consumption in transformed cells. CONCLUSION: In conclusion, this study suggests a cautious use of metformin during chemotherapy. Moreover, the BALB/c tumor therapy model offers a potent tool for further mechanistic studies of drug-drug interactions during cancer therapy.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/pharmacology , Metformin/pharmacology , Neoplasms/drug therapy , Animals , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , BALB 3T3 Cells , Carcinogens/toxicity , Cell Survival/drug effects , Cell Transformation, Neoplastic/chemically induced , Culture Media/metabolism , Docetaxel/pharmacology , Docetaxel/therapeutic use , Doxorubicin/pharmacology , Doxorubicin/therapeutic use , Drug Evaluation, Preclinical , Drug Interactions , Fluorouracil/pharmacology , Fluorouracil/therapeutic use , Glucose/metabolism , Humans , Metformin/therapeutic use , Methylcholanthrene/toxicity , Mice , Mitomycin/pharmacology , Mitomycin/therapeutic use
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