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1.
PLoS One ; 18(9): e0291131, 2023.
Article in English | MEDLINE | ID: mdl-37729215

ABSTRACT

Despite development of effective SARS-CoV-2 vaccines, a sub-group of vaccine non-responders depends on therapeutic antibodies or small-molecule drugs in cases of severe disease. However, perpetual viral evolution has required continuous efficacy monitoring as well as exploration of new therapeutic antibodies, to circumvent resistance mutations arising in the viral population. We performed SARS-CoV-2-specific B cell sorting and subsequent single-cell sequencing on material from 15 SARS-CoV-2 convalescent participants. Through screening of 455 monoclonal antibodies for SARS-CoV-2 variant binding and virus neutralization, we identified a cluster of activated B cells highly enriched for SARS-CoV-2 neutralizing antibodies. Epitope binning and Cryo-EM structure analysis identified the majority of neutralizing antibodies having epitopes overlapping with the ACE2 receptor binding motif (class 1 binders). Extensive functional antibody characterization identified two potent neutralizing antibodies, one retaining SARS-CoV-1 neutralizing capability, while both bind major common variants of concern and display prophylactic efficacy in vivo. The transcriptomic signature of activated B cells harboring broadly binding neutralizing antibodies with therapeutic potential identified here, may be a guide in future efforts of rapid therapeutic antibody discovery.


Subject(s)
Blood Group Antigens , COVID-19 , Humans , SARS-CoV-2 , COVID-19 Vaccines , Antibodies, Viral , Antibodies, Neutralizing , Epitopes
2.
FEMS Microbiol Lett ; 368(21-24)2022 02 12.
Article in English | MEDLINE | ID: mdl-35038331

ABSTRACT

There is increasing interest in gluten-degrading enzymes for use during food and drink processing. The industrially available enzymes usually work best at low to ambient temperatures. However, food manufacturing is often conducted at higher temperatures. Therefore, thermostable gluten-degrading enzymes are of great interest. We have identified a new thermostable gluten-degrading proline-specific prolyl endoprotease from the archaea Thermococcus kodakarensis. We then cloned and expressed it in Escherichia coli. The prolyl endoprotease was found to have a size of 70.1 kDa. The synthetic dipeptide Z-Gly-Pro-p-nitroanilide was used to characterize the prolyl endoprotease and it had maximum activity at pH 7 and 77°C. The Vmax, Km and kcat values of the purified prolyl endoprotease were calculated to be 3.14 mM/s, 1.10 mM and 54 s-1, respectively. When the immunogenic gluten peptides PQPQLPYPQPQLPY (α-gliadin) and SQQQFPQPQQPFPQQP (γ-hordein) were used as substrates, the prolyl endoprotease was able to degrade these. Furthermore, gluten in wort was reduced when the prolyl endoprotease was used during mashing of barley malt. The discoveries open up new food processing possibilities and further the understanding of proline-specific protease diversity.


Subject(s)
Glutens , Thermococcus , Gliadin/chemistry , Gliadin/metabolism , Glutens/chemistry , Glutens/metabolism , Peptides , Prolyl Oligopeptidases , Thermococcus/genetics , Thermococcus/metabolism
3.
FEMS Microbiol Lett ; 365(23)2018 12 01.
Article in English | MEDLINE | ID: mdl-30357328

ABSTRACT

Strain development is frequently used to improve the performance and functionality of industrially important microbes. As traditional mutagenesis screen is especially utilized by the food industry to improve strains used in food fermentation, high-throughput and cost-effective screening tools are important in mutant selection. The emerging droplet-based microfluidics technology miniaturizes the volume for cell cultivation and phenotype interrogation down to the picoliter scales, which facilitates screening of microbes for improved phenotypical properties tremendously. In this mini review, we present recent application of the droplet-based microfluidics in microbial strain improvement with a focus on its potential use in the screening of lactic acid bacteria.


Subject(s)
Food Microbiology/methods , Lactobacillales/isolation & purification , Lactobacillales/metabolism , Metabolic Engineering/methods , Microfluidics/methods , Genetic Testing , High-Throughput Screening Assays
4.
Enzyme Microb Technol ; 107: 57-63, 2017 Dec.
Article in English | MEDLINE | ID: mdl-28899487

ABSTRACT

Gluten free products have emerged during the last decades, as a result of a growing public concern and technological advancements allowing gluten reduction in food products. One approach is to use gluten degrading enzymes, typically at low or ambient temperatures, whereas many food production processes occur at elevated temperature. We present in this paper, the discovery, cloning and characterisation of a novel recombinant thermostable gluten degrading enzyme, a proline specific prolyl endoprotease (PEP) from Sphaerobacter thermophiles. The molecular mass of the prolyl endopeptidase was estimated to be 77kDa by using SDS-PAGE. Enzyme activity assays with a synthetic dipeptide Z-Gly-Pro-p-nitroanilide as the substrate revealed that the enzyme had optimal activity at pH 6.6 and was most active from pH 5.0-8.0. The optimum temperature was 63 °C and residual activity after one hour incubation at 63 °C was higher than 75 %. The enzyme was activated and stabilized by Co2+ and inhibited by Mg2+, K+ and Ca2+ followed by Zn2+, Na+, Mn2+, Al3+, and Cu2+. The Km and kcat values of the purified enzyme for different substrates were evaluated. The ability to degrade immunogenic gluten peptides (PQPQLPYPQPQLPY (a-gliadin) and SQQQFPQPQQPFPQQP (γ-hordein)) was also confirmed by enzymatic assays and mass spectrometric analysis of cleavage fragments. Addition of the enzyme during small scale mashing of barley malt reduced the gluten content. The findings here demonstrate the potential of enzyme use during mashing to produce gluten free beer, and provide new insights into the effects of proline specific proteases on gluten degradation.


Subject(s)
Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Chloroflexi/enzymology , Chloroflexi/genetics , Glutens/metabolism , Serine Endopeptidases/genetics , Serine Endopeptidases/metabolism , Antigens, Plant/genetics , Antigens, Plant/immunology , Antigens, Plant/metabolism , Beer , Cloning, Molecular , Enzyme Stability , Food Technology , Glutens/genetics , Glutens/immunology , Hydrogen-Ion Concentration , Kinetics , Molecular Weight , Prolyl Oligopeptidases , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Substrate Specificity , Temperature
5.
mBio ; 8(3)2017 05 30.
Article in English | MEDLINE | ID: mdl-28559484

ABSTRACT

Efficient screening technologies aim to reduce both the time and the cost required for identifying rare mutants possessing a phenotype of interest in a mutagenized population. In this study, we combined a mild mutagenesis strategy with high-throughput screening based on microfluidic droplet technology to identify Lactococcus lactis variants secreting vitamin B2 (riboflavin). Initially, we used a roseoflavin-resistant mutant of L. lactis strain MG1363, JC017, which secreted low levels of riboflavin. By using fluorescence-activated droplet sorting, several mutants that secreted riboflavin more efficiently than JC017 were readily isolated from the mutagenesis library. The screening was highly efficient, and candidates with as few as 1.6 mutations per million base pairs (Mbp) were isolated. The genetic characterization revealed that riboflavin production was triggered by mutations inhibiting purine biosynthesis, which is surprising since the purine nucleotide GTP is a riboflavin precursor. Purine starvation in the mutants induced overexpression of the riboflavin biosynthesis cluster ribABGH When the purine starvation was relieved by purine supplementation in the growth medium, the outcome was an immediate downregulation of the riboflavin biosynthesis cluster and a reduction in riboflavin production. Finally, by applying the new isolates in milk fermentation, the riboflavin content of milk (0.99 mg/liter) was improved to 2.81 mg/liter, compared with 0.66 mg/liter and 1.51 mg/liter by using the wild-type strain and the original roseoflavin-resistant mutant JC017, respectively. The results obtained demonstrate how powerful classical mutagenesis can be when combined with droplet-based microfluidic screening technology for obtaining microorganisms with useful attributes.IMPORTANCE The food industry prefers to use classical approaches, e.g., random mutagenesis followed by screening, to improve microorganisms used in food production, as the use of recombinant DNA technologies is still not widely accepted. Although modern automated screening platforms are widely accessible, screening remains as a bottleneck in strain development, especially when a mild mutagenesis approach is applied to reduce the chance of accumulating unintended mutations, which may cause unwanted phenotypic changes. Here, we incorporate a droplet-based high-throughput screening method into the strain development process and readily capture L. lactis variants with more efficient vitamin secretion from low-error-rate mutagenesis libraries. This study shows that useful mutants showing strong phenotypes but without extensive mutations can be identified with efficient screening technologies. It is therefore possible to avoid accumulating detrimental mutations while enriching beneficial ones through iterative mutagenesis screening. Due to the low mutation rates, the genetic determinants are also readily identified.


Subject(s)
Lactococcus lactis/genetics , Lactococcus lactis/metabolism , Microfluidics/methods , Riboflavin/metabolism , Animals , Fermentation , Genetic Engineering/methods , High-Throughput Screening Assays , Lactococcus lactis/classification , Lactococcus lactis/drug effects , Milk/chemistry , Milk/microbiology , Mutagenesis , Mutation , Phenotype , Purines/pharmacology , Riboflavin/analogs & derivatives , Riboflavin/biosynthesis , Riboflavin/pharmacology
6.
Sci Rep ; 6: 36421, 2016 11 08.
Article in English | MEDLINE | ID: mdl-27824148

ABSTRACT

An increasing population and their increased demand for high-protein diets will require dramatic changes in the food industry, as limited resources and environmental issues will make animal derived foods and proteins, gradually more unsustainable to produce. To explore alternatives to animal derived proteins, an economic model was built around the genome-scale metabolic network of E. coli to study the feasibility of recombinant protein production as a food source. Using a novel model, we predicted which microbial production strategies are optimal for economic return, by capturing the tradeoff between the market prices of substrates, product output and the efficiency of microbial production. A case study with the food protein, Bovine Alpha Lactalbumin was made to evaluate the upstream economic feasibilities. Simulations with different substrate profiles at maximum productivity were used to explore the feasibility of recombinant Bovine Alpha Lactalbumin production coupled with market prices of utilized materials. We found that recombinant protein production could be a feasible food source and an alternative to traditional sources.


Subject(s)
Escherichia coli/metabolism , Recombinant Proteins/biosynthesis , Animals , Cattle , Feasibility Studies , Food Quality , Lactalbumin/genetics , Lactalbumin/metabolism , Nutrition Policy/legislation & jurisprudence , Recombinant Proteins/economics , Recombinant Proteins/genetics
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