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1.
Microb Cell Fact ; 23(1): 190, 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38956607

ABSTRACT

BACKGROUND: Carbonic anhydrase (CA) enzymes facilitate the reversible hydration of CO2 to bicarbonate ions and protons. Identifying efficient and robust CAs and expressing them in model host cells, such as Escherichia coli, enables more efficient engineering of these enzymes for industrial CO2 capture. However, expression of CAs in E. coli is challenging due to the possible formation of insoluble protein aggregates, or inclusion bodies. This makes the production of soluble and active CA protein a prerequisite for downstream applications. RESULTS: In this study, we streamlined the process of CA expression by selecting seven top CA candidates and used two bioinformatic tools to predict their solubility for expression in E. coli. The prediction results place these enzymes in two categories: low and high solubility. Our expression of high solubility score CAs (namely CA5-SspCA, CA6-SazCAtrunc, CA7-PabCA and CA8-PhoCA) led to significantly higher protein yields (5 to 75 mg purified protein per liter) in flask cultures, indicating a strong correlation between the solubility prediction score and protein expression yields. Furthermore, phylogenetic tree analysis demonstrated CA class-specific clustering patterns for protein solubility and production yields. Unexpectedly, we also found that the unique N-terminal, 11-amino acid segment found after the signal sequence (not present in its homologs), was essential for CA6-SazCA activity. CONCLUSIONS: Overall, this work demonstrated that protein solubility prediction, phylogenetic tree analysis, and experimental validation are potent tools for identifying top CA candidates and then producing soluble, active forms of these enzymes in E. coli. The comprehensive approaches we report here should be extendable to the expression of other heterogeneous proteins in E. coli.


Subject(s)
Carbonic Anhydrases , Computational Biology , Escherichia coli , Solubility , Escherichia coli/genetics , Escherichia coli/metabolism , Escherichia coli/enzymology , Carbonic Anhydrases/metabolism , Carbonic Anhydrases/genetics , Computational Biology/methods , Phylogeny , Recombinant Proteins/biosynthesis , Recombinant Proteins/metabolism , Recombinant Proteins/genetics , Carbon Dioxide/metabolism
2.
J Biol Chem ; 300(3): 105749, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38354778

ABSTRACT

Protein engineering and screening of processive fungal cellobiohydrolases (CBHs) remain challenging due to limited expression hosts, synergy-dependency, and recalcitrant substrates. In particular, glycoside hydrolase family 7 (GH7) CBHs are critically important for the bioeconomy and typically difficult to engineer. Here, we target the discovery of highly active natural GH7 CBHs and engineering of variants with improved activity. Using experimentally assayed activities of genome mined CBHs, we applied sequence and structural alignments to top performers to identify key point mutations linked to improved activity. From ∼1500 known GH7 sequences, an evolutionarily diverse subset of 57 GH7 CBH genes was expressed in Trichoderma reesei and screened using a multiplexed activity screening assay. Ten catalytically enhanced natural variants were identified, produced, purified, and tested for efficacy using industrially relevant conditions and substrates. Three key amino acids in CBHs with performance comparable or superior to Penicillium funiculosum Cel7A were identified and combinatorially engineered into P. funiculosum cel7a, expressed in T. reesei, and assayed on lignocellulosic biomass. The top performer generated using this combined approach of natural diversity genome mining, experimental assays, and computational modeling produced a 41% increase in conversion extent over native P. funiculosum Cel7A, a 55% increase over the current industrial standard T. reesei Cel7A, and 10% improvement over Aspergillus oryzae Cel7C, the best natural GH7 CBH previously identified in our laboratory.


Subject(s)
Cellulose 1,4-beta-Cellobiosidase , Enzyme Assays , Genome, Fungal , Mutation , Protein Engineering , Aspergillus oryzae/enzymology , Aspergillus oryzae/genetics , Cellulose 1,4-beta-Cellobiosidase/chemistry , Cellulose 1,4-beta-Cellobiosidase/classification , Cellulose 1,4-beta-Cellobiosidase/genetics , Cellulose 1,4-beta-Cellobiosidase/metabolism , Genome, Fungal/genetics , Protein Engineering/methods , Substrate Specificity , Talaromyces/enzymology , Talaromyces/genetics , Trichoderma/enzymology , Trichoderma/genetics , Trichoderma/metabolism , Biocatalysis
3.
Gels ; 10(1)2024 Jan 14.
Article in English | MEDLINE | ID: mdl-38247783

ABSTRACT

The development of new and effective antibacterials for pharmaceutical or cosmetic skin care that have a low potential for the emergence and expansion of bacterial resistance is of high demand in scientific and applied research. Great hopes are placed on alternative agents such as bactericidal peptidoglycan hydrolases, depolymerases, etc. Enzybiotic-based preparations are being studied for the treatment of various infections and, among others, can be used as topical formulations and dressings with protein-polysaccharide complexes. Here, we investigate the antibiofilm properties of a novel enzybiotic cocktail of phage endolysin LysSi3 and bacteriocin lysostaphin, formulated in the alginate gel matrix and its ability to control the opportunistic skin-colonizing bacteria Staphylococcus aureus, Pseudomonas aeruginosa, and Klebsiella pneumoniae, as well as mixed-species biofilms. Our results propose that the application of SiL-gel affects different components of biofilm extracellular polymeric substances, disrupts the matrix, and eliminates the bacteria embedded in it. This composition is highly effective against biofilms composed of Gram-negative and Gram-positive species and does not possess significant cytotoxic effects. Our data form the basis for the development of antibacterial skin care products with a gentle but effective mode of action.

4.
Biochemistry (Mosc) ; 88(6): 731-740, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37748870

ABSTRACT

Endopeptidases IdeS and IdeZ (streptococcal virulence factors that specifically cleave IgG heavy chains) are of particular interest because of their potential use in biotechnology, medicine, and veterinary. Genes encoding these enzymes were cloned and expressed in Escherichia coli heterologous expression system (ideS was cloned from a Streptococcus pyogenes collection strain; ideZ from Streptococcus zooepidemicus was synthesized). The 6His-tag was introduced into the amino acid sequence of each endopeptidase, and IdeS and IdeZ were purified by metal affinity chromatography to an apparent homogeneity (according to polyacrylamide gel electrophoresis). Purified enzymes were active against human and animal IgGs; their specificity toward human IgGs was confirmed by polyacrylamide gel electrophoresis. Recombinant IdeZ was used for immunological analysis of equine strangles infection (diagnostics and determination of the titer of specific antibodies in blood). Hence, IdeZ can be used in veterinary and sanitary microbiology to diagnose infections caused by Streptococcus equi and S. zooepidemicus in addition to its application in medicine and biotechnology.


Subject(s)
Endopeptidases , Insulysin , Humans , Animals , Horses , Endopeptidases/genetics , Amino Acid Sequence , Biotechnology , Chromatography, Affinity , Electrophoresis, Polyacrylamide Gel , Escherichia coli/genetics , Immunosuppressive Agents
5.
Curr Res Struct Biol ; 6: 100102, 2023.
Article in English | MEDLINE | ID: mdl-37424695

ABSTRACT

In X-ray crystallography and cryo-EM, experimental maps can be heterogeneous, showing different level of details in different regions. In this work we interpret heterogeneity in terms of two parameters, assigned individually for each atom, combining the conventional atomic displacement parameter with the resolution of the atomic image in the map. We propose a local real-space procedure to estimate the values of these heterogeneity parameters, assuming that a fragment of the density map and atomic positions are given. The procedure is based on an analytic representation of the atomic image, as a function of the inhomogeneity parameters and atomic coordinates. In this article, we report the results of the tests both with maps simulated and those derived from experimental data. For simulated maps containing regions with different resolutions, the method determines the local map resolution around the atomic centers and the values of the displacement parameter with reasonable accuracy. For experimental maps, obtained as a Fourier synthesis of a given global resolution, estimated values of the local resolution are close to the global one, and the values of the estimated displacement parameters are close to the respective values of the closest atoms in the refined model. Shown successful applications of the proposed method to experimental crystallographic and cryo-EM maps can be seen as a practical proof of method.

6.
Protein Expr Purif ; 207: 106274, 2023 07.
Article in English | MEDLINE | ID: mdl-37084838

ABSTRACT

Lysostaphin is a zinc-dependent endopeptidase that is effective against both antibiotic-sensitive and antibiotic-resistant strains of Staphylococcus aureus. Lysostaphin is typically purified on cation-exchange or metal-chelate affinity resins, and there are data indicating potential influence of the chromatographic resin on the lysostaphin activity. In this study, we systematically investigated the impact of the resin used to purify the recombinant lysostaphin on its activity. To this end, recombinant lysostaphin with an additional histidine tag at the C-terminus was purified using a cation-exchange resin, three types of nickel-chelate resins with different strength of metal ion binding, or a zinc-chelate resin. Lysostaphin samples purified on the cation-exchange resin (WorkBeads 40S), the nickel-chelate resin with a strong nickel ion binding (WorkBeads NiMAC), and the zinc-chelate resin (WorkBeads NTA with immobilized zinc ions) had equal activity. On the contrary, the activity of lysostaphin preparations purified on nickel-chelate resins with medium (WorkBeads Ni-NTA) and relatively weak (WorkBeads Ni-IDA) nickel ion binding was significantly reduced. The decrease in activity can be explained by the interaction of lysostaphin with the nickel ions leached from the resin and is caused by either the exchange of the zinc ion in the lysostaphin active center with a nickel ion from the resin, or binding of an additional ion that inhibits the enzymatic activity. Removal of the metal ions from the active site of lysostaphin and subsequent incorporation of the native zinc ions lead to complete restoration of the activity of the enzyme.


Subject(s)
Lysostaphin , Nickel , Nickel/chemistry , Metals/chemistry , Chelating Agents/chemistry , Zinc/chemistry , Chromatography, Affinity/methods , Anti-Bacterial Agents
7.
Acta Crystallogr D Struct Biol ; 78(Pt 12): 1451-1468, 2022 Dec 01.
Article in English | MEDLINE | ID: mdl-36458616

ABSTRACT

This work addresses the problem of the calculation of limited-resolution maps from an atomic model in cryo-electron microscopy and in X-ray and neutron crystallography, including cases where the resolution varies from one molecular region to another. Such maps are necessary in real-space refinement for comparison with the experimental maps. For an appropriate numeric comparison, the calculated maps should reproduce not only the structural features contained in the experimental maps but also the principal map distortions. These model maps can be obtained with no use of Fourier transforms but, similar to density distributions, as a sum of individual atomic contributions. Such contributions, referred to as atomic density images, are atomic densities morphed to reflect distortions of the experimental map, in particular the loss of resolution. They are described by functions composed of a central peak surrounded by Fourier ripples. For practical calculations, atomic images should be cut at some distance. It is shown that to reach a reasonable accuracy such a distance should be significantly larger than the distance customarily applied when calculating density distributions. This is a consequence of the slow rate with which the amplitude of the Fourier ripples decreases. Such a large distance means that at least a few ripples should be included in calculations in order to obtain a map that is sufficiently accurate. Oscillating functions describing these atomic contributions depend, for a given atomic type, on the resolution and on the atomic displacement parameter values. To express both the central peak and the Fourier ripples of the atomic images, these functions are represented by the sums of especially designed terms, each concentrated in a spherical shell and depending analytically on the atomic parameters. In this work, the strength of the dependence of the accuracy of resulting map on the accuracy of the atomic displacement parameters and on the truncation distance, i.e. the number of ripples included in atomic density images, is analyzed. This analysis is completed by practical aspects of the calculation of maps of inhomogeneous resolution. Tests show that the calculation of limited-resolution maps from an atomic model as a sum of atomic contributions requires a large truncation radius extending beyond the central peak of an atomic image and the first Fourier ripples. The article discusses the practical details of such calculations expressing atomic contributions as analytic functions of the atomic coordinates, the atomic displacement parameters and the local resolution.


Subject(s)
Neutrons , Crystallography , Cryoelectron Microscopy
8.
IUCrJ ; 9(Pt 6): 728-734, 2022 Nov 01.
Article in English | MEDLINE | ID: mdl-36381145

ABSTRACT

Refinement of macromolecular atomic models versus experimental maps in crystallography and cryo-electron microscopy is a critical step in structure solution. For an appropriate comparison, model maps should mimic the imperfections in the experimental maps, mainly atomic disorder and limited resolution, which are often inhomogeneous over the molecular region. In the suggested method, these model maps are calculated as the sum of atomic contributions expressed through a specifically designed function describing a solitary spherical wave. Thanks to this function, atomic contributions are analytically expressed through their atomic displacement parameter and local resolution, a value now associated with each atom. Such a full analytic dependence of inhomogeneous-resolution map values on model parameters permits the refinement of all of these parameters together.

9.
Int J Mol Sci ; 23(20)2022 Oct 11.
Article in English | MEDLINE | ID: mdl-36292954

ABSTRACT

High-quality atomic models providing structural information are the results of their refinement versus diffraction data (reciprocal-space refinement), or versus experimental or experimentally based maps (real-space refinement). A proper real-space refinement can be achieved by comparing such a map with a map calculated from the atomic model. Similar to density distributions, the maps of a limited and even inhomogeneous resolution can also be calculated as sums of terms, known as atomic images, which are three-dimensional peaky functions surrounded by Fourier ripples. These atomic images and, consequently, the maps for the respective models, can be expressed analytically as functions of coordinates, atomic displacement parameters, and the local resolution. This work discusses the practical feasibility of such calculation for the real-space refinement of macromolecular atomic models.


Subject(s)
Protein Conformation , Models, Molecular , Macromolecular Substances/chemistry , Crystallography, X-Ray , Cryoelectron Microscopy/methods
10.
Appl Microbiol Biotechnol ; 106(19-20): 6519-6534, 2022 Oct.
Article in English | MEDLINE | ID: mdl-36112205

ABSTRACT

Peptidoglycan-degrading enzymes are a group of proteins intensively studied as novel antibacterials, with some of them having reached pre-clinical and clinical stages of research. Many peptidoglycan-degrading enzymes have modular organization and consist of a catalytic and a cell wall binding domain. This property has been exploited in enzyme engineering efforts, and many new peptidoglycan-degrading enzymes were generated through domain exchange. However, rational combination of domains from different enzymes is still challenging since relative contribution of every domain to the cumulative bacteriolytic activity is not yet clearly understood. In this work, we investigated the influence of ionic strength and pH on the catalytic efficiency and cell binding of peptidoglycan-degrading enzyme lysostaphin and how this influence is reflected in the lysostaphin bacteriolytic activity. Contrary to generally accepted view, lysostaphin domains are not completely independent and their combination within one protein leads to increased bacteriolytic activity with increasing NaCl concentration, despite both catalysis and cell binding being inhibited by NaCl. This effect is likely mediated by changes in conformation of bacterial cell wall peptidoglycan rather than the physical inter-domain interaction. KEY POINTS: • NaCl enhances bacteriolytic activity of lysostaphin but not of its catalytic domain. • Catalytic activity and cell binding of lysostaphin are inhibited by NaCl. • Peptidoglycan conformation likely affects lysostaphin bacteriolytic activity.


Subject(s)
Lysostaphin , Sodium Chloride , Catalysis , Cell Wall/metabolism , Hydrogen-Ion Concentration , Lysostaphin/pharmacology , Peptidoglycan/metabolism , Sodium Chloride/metabolism , Staphylococcus aureus
11.
Int J Mol Sci ; 23(11)2022 May 28.
Article in English | MEDLINE | ID: mdl-35682749

ABSTRACT

Microbial conversion of biomass relies on a complex combination of enzyme systems promoting synergy to overcome biomass recalcitrance. Some thermophilic bacteria have been shown to exhibit particularly high levels of cellulolytic activity, making them of particular interest for biomass conversion. These bacteria use varying combinations of CAZymes that vary in complexity from a single catalytic domain to large multi-modular and multi-functional architectures to deconstruct biomass. Since the discovery of CelA from Caldicellulosiruptor bescii which was identified as one of the most active cellulase so far identified, the search for efficient multi-modular and multi-functional CAZymes has intensified. One of these candidates, GuxA (previously Acel_0615), was recently shown to exhibit synergy with other CAZymes in C. bescii, leading to a dramatic increase in growth on biomass when expressed in this host. GuxA is a multi-modular and multi-functional enzyme from Acidothermus cellulolyticus whose catalytic domains include a xylanase/endoglucanase GH12 and an exoglucanase GH6, representing a unique combination of these two glycoside hydrolase families in a single CAZyme. These attributes make GuxA of particular interest as a potential candidate for thermophilic industrial enzyme preparations. Here, we present a more complete characterization of GuxA to understand the mechanism of its activity and substrate specificity. In addition, we demonstrate that GuxA exhibits high levels of synergism with E1, a companion endoglucanase from A. cellulolyticus. We also present a crystal structure of one of the GuxA domains and dissect the structural features that might contribute to its thermotolerance.


Subject(s)
Actinobacteria , Actinomycetales , Cellulase , Biomass , Cellulase/chemistry , Cellulose/chemistry , Humans
12.
Mater Sci Eng C Mater Biol Appl ; 135: 112680, 2022 Apr.
Article in English | MEDLINE | ID: mdl-35581092

ABSTRACT

Osteoplastic materials PLA/PCL/HA and PHB/HA and scaffolds with a highly porous structure based on them with potential applications in regenerative medicine have been obtained by solvent casting with thermopressing and salt leaching for PLA-based samples and solid-state mixing with subsequent thermopressing and salt leaching for PHB-based samples. The scaffolds were characterized by SEM-EDX, DSC, FTIR spectroscopy, mechanical tests in compression, measurement of the contact angle, in vitro studies, including loading by recombinant BMP-2 and EPO and their release kinetics, and in vivo studies on a model of regeneration of critical-sized cranial defects in mice. Biomimetic scaffolds with micropores sizes ranged from 300 to 500 µm and volume porosity of 70% imitate trabecular bone's structure and have increased hydrophilicity to achieve osteoconductive properties. Mechanical characteristics correspond to native trabecular bone. Elastic modulus - key mechanical characteristics of bone implants - showed the values of 0.15 ± 0.04 and 0.18 ± 0.08 GPa for PLA/PCL/HA and PHB/HA scaffolds, respectively. Both materials have high biocompatibility and can be used together with recombinant proteins BMP-2 and EPO. Introduction of BMP-2 leads to induction of new bone formation, introduction of EPO results in increased angiogenesis in the implantation area. The obtained scaffolds with recombinant proteins can be used as bone implants for reconstruction of defects of lightly or non-loaded bones.


Subject(s)
Erythropoietin , Osteogenesis , Animals , Biomimetics , Durapatite/chemistry , Erythropoietin/pharmacology , Mice , Polyesters/chemistry , Polyesters/pharmacology , Porosity , Recombinant Proteins/pharmacology , Tissue Engineering/methods , Tissue Scaffolds/chemistry
13.
Biochemistry (Mosc) ; 87(4): 319-330, 2022 Apr.
Article in English | MEDLINE | ID: mdl-35527370

ABSTRACT

Based on the previously developed approach, hybrid recombinant proteins containing short conformational epitopes (a.a. 144-153, 337-346, 414-425, 496-507) of the receptor-binding domain (RBD) of SARS-CoV-2 Spike protein (S protein) were synthesized in Escherichia coli cells as potential components of epitope vaccines. Selected epitopes are involved in protein-protein interactions in the S protein complexes with neutralizing antibodies and ACE2 (angiotensin-converting enzyme 2). The recombinant proteins were used for immunization of mice (three doses with 2-week intervals), and the immunogenicity of protein antigens and ability of the resulting sera to interact with inactivated SARS-CoV-2 and RBD produced in eukaryotic cells were examined. All recombinant proteins showed high immunogenicity; the highest titer in the RBD binding assay was demonstrated by the serum obtained after immunization with the protein containing epitope 414-425. At the same time, the titers of sera obtained against other proteins in the RBD and inactivated virus binding assays were significantly lower than the titers of sera obtained with the previously produced four proteins containing the loop-like epitopes 452-494 and 470-491, the conformation of which was fixed with a disulfide bond. We also studied activation of cell-mediated immunity by the recombinant proteins that was monitored as changes in the levels of cytokines in the splenocytes of immunized mice. The most pronounced increase in the cytokine synthesis was observed in response to the proteins containing epitopes with disulfide bonds (452-494, 470-491), as well as epitopes 414-425 and 496-507. For some recombinant proteins with short conformational epitopes, adjuvant optimization allowed to obtained mouse sera displaying virus-neutralizing activity in the microneutralization assay with live SARS-CoV-2 (hCoV-19/Russia/StPetersburg-3524/2020 EPI_ISL_415710 GISAID). The results obtained can be used to develop epitope vaccines for prevention of COVID-19 and other viral infections.


Subject(s)
COVID-19 , Spike Glycoprotein, Coronavirus , Animals , Antibodies, Neutralizing , Antibodies, Viral , COVID-19/prevention & control , Disulfides , Epitopes , Humans , Immunization , Mice , Recombinant Proteins/genetics , SARS-CoV-2
14.
Biochemistry (Mosc) ; 86(10): 1275-1287, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34903153

ABSTRACT

A new platform for creating anti-coronavirus epitope vaccines has been developed. Two loop-like epitopes with lengths of 22 and 42 amino acid residues were selected from the receptor-binding motif of the Spike protein from the SARS-CoV-2 virus that participate in a large number of protein-protein interactions in the complexes with ACE2 and neutralizing antibodies. Two types of hybrid proteins, including one of the two selected epitopes, were constructed. To fix conformation of the selected epitopes, an approach using protein scaffolds was used. The homologue of Rop protein from the Escherichia coli ColE1 plasmid containing helix-turn-helix motif was used as an epitope scaffold for the convergence of C- and N-termini of the loop-like epitopes. Loop epitopes were inserted into the turn region. The conformation was additionally fixed by a disulfide bond formed between the cysteine residues present within the epitopes. For the purpose of multimerization, either aldolase from Thermotoga maritima, which forms a trimer in solution, or alpha-helical trimerizer of the Spike protein from SARS-CoV-2, was attached to the epitopes incorporated into the Rop-like protein. To enable purification on the heparin-containing sorbents, a short fragment from the heparin-binding hemagglutinin of Mycobacterium tuberculosis was inserted at the C-terminus of the hybrid proteins. All the obtained proteins demonstrated high level of immunogenicity after triplicate parenteral administration to mice. Sera from the mice immunized with both aldolase-based hybrid proteins and the Spike protein SARS-CoV-2 trimerizer-based protein with a longer epitope interacted with both the inactivated SARS-CoV-2 virus and the Spike protein receptor-binding domain at high titers.


Subject(s)
COVID-19 Vaccines , COVID-19 , Epitopes , SARS-CoV-2 , Spike Glycoprotein, Coronavirus , Animals , COVID-19/genetics , COVID-19/immunology , COVID-19/prevention & control , COVID-19 Vaccines/genetics , COVID-19 Vaccines/immunology , COVID-19 Vaccines/isolation & purification , COVID-19 Vaccines/pharmacology , Epitopes/genetics , Epitopes/immunology , Epitopes/isolation & purification , Epitopes/pharmacology , Female , Humans , Mice , Mice, Inbred BALB C , Recombinant Proteins/genetics , Recombinant Proteins/immunology , Recombinant Proteins/isolation & purification , Recombinant Proteins/pharmacology , SARS-CoV-2/genetics , SARS-CoV-2/immunology , Spike Glycoprotein, Coronavirus/genetics , Spike Glycoprotein, Coronavirus/immunology , Spike Glycoprotein, Coronavirus/isolation & purification , Spike Glycoprotein, Coronavirus/pharmacology
15.
J Am Chem Soc ; 143(46): 19438-19445, 2021 Nov 24.
Article in English | MEDLINE | ID: mdl-34767709

ABSTRACT

Metal-halide perovskite semiconductors have attracted attention for opto-spintronic applications where the manipulation of charge and spin degrees of freedom have the potential to lower power consumption and achieve faster switching times for electronic devices. Lower-dimensional perovskites are of particular interest since the lower degree of symmetry of the metal-halide connected octahedra and the large spin-orbit coupling can potentially lift the spin degeneracy. To achieve their full application potential, long spin-polarized lifetimes and an understanding of spin-relaxation in these systems are needed. Here, we report an intriguing spin-selective excitation of excitons in a series of 2D lead iodide perovskite (n = 1) single crystals by using time- and polarization-resolved transient reflection spectroscopy. Exciton spin relaxation times as long as ∼26 ps at low excitation densities and at room temperature were achieved for a system with small binding energy, 2D EOA2PbI4 (EOA = ethanolamine). By tuning the excitation density and the exciton binding energy, we identify the dominant mechanism as the D'yakonov-Perel (DP) mechanism at low exciton densities and the Bir-Aronov-Pikus (BAP) mechanism at high excitation densities. Together, these results provide new design principles to achieve long spin lifetimes in metal-halide perovskite semiconductors.

16.
Proteins ; 89(12): 1647-1672, 2021 12.
Article in English | MEDLINE | ID: mdl-34561912

ABSTRACT

The biological and functional significance of selected Critical Assessment of Techniques for Protein Structure Prediction 14 (CASP14) targets are described by the authors of the structures. The authors highlight the most relevant features of the target proteins and discuss how well these features were reproduced in the respective submitted predictions. The overall ability to predict three-dimensional structures of proteins has improved remarkably in CASP14, and many difficult targets were modeled with impressive accuracy. For the first time in the history of CASP, the experimentalists not only highlighted that computational models can accurately reproduce the most critical structural features observed in their targets, but also envisaged that models could serve as a guidance for further studies of biologically-relevant properties of proteins.


Subject(s)
Models, Molecular , Protein Conformation , Proteins/chemistry , Software , Amino Acid Sequence , Computational Biology , Cryoelectron Microscopy , Crystallography, X-Ray , Sequence Analysis, Protein
17.
Acta Crystallogr D Struct Biol ; 77(Pt 5): 663-673, 2021 May 01.
Article in English | MEDLINE | ID: mdl-33950021

ABSTRACT

Statistical likelihood maximization is currently one of the main tools in computational procedures in biological crystallography. In these procedures, the likelihood function is calculated, as a rule, within the framework of a diagonal Gaussian approximation (DGA) of the joint probability distribution of the real and imaginary parts of a set of structure factors. This approximation assumes pairwise uncorrelated values of various structure-factor components. In this paper, exact formulas are derived for pairwise correlations of structure factors, and conditions under which these correlations can be considered to be negligible are discussed. It is shown that in the case where the probability distribution of the atomic coordinates is related to the region of the molecule or its domains, the correlation of the structure factors of reflections s and w is determined mostly by the magnitudes of the Fourier transform of the probability distribution calculated at the points 2s, 2w, s - w and s + w. However, in the case where the probability distribution describes small corrections to the coordinates of the existing preliminary atomic model, the correlation is determined by the values of the structure factors of the preliminary model that correspond to the 2s, 2w, s - w and s + w reflections rather than by the Fourier transform of the probability distribution. Test cases demonstrate that the practice of using the DGA for calculation of the likelihood when based on sets containing neighbouring reflections may be unjustified in some crystallographic applications, especially in single-particle studies.


Subject(s)
Models, Theoretical , X-Ray Diffraction/methods , Algorithms , Normal Distribution
18.
Biotechnol Biofuels ; 13(1): 186, 2020 Nov 10.
Article in English | MEDLINE | ID: mdl-33292448

ABSTRACT

BACKGROUND: Zymomonas mobilis has recently been shown to be capable of producing the valuable platform biochemical, 2,3-butanediol (2,3-BDO). Despite this capability, the production of high titers of 2,3-BDO is restricted by several physiological parameters. One such bottleneck involves the conversion of acetoin to 2,3-BDO, a step catalyzed by 2,3-butanediol dehydrogenase (Bdh). Several Bdh enzymes have been successfully expressed in Z. mobilis, although a highly active enzyme is yet to be identified for expression in this host. Here, we report the application of a phylogenetic approach to identify and characterize a superior Bdh, followed by validation of its structural attributes using a mutagenesis approach. RESULTS: Of the 11 distinct bdh genes that were expressed in Z. mobilis, crude extracts expressing Serratia marcescens Bdh (SmBdh) were found to have the highest activity (8.89 µmol/min/mg), when compared to other Bdh enzymes (0.34-2.87 µmol/min/mg). The SmBdh crystal structure was determined through crystallization with cofactor (NAD+) and substrate (acetoin) molecules bound in the active site. Active SmBdh was shown to be a tetramer with the active site populated by a Gln247 residue contributed by the diagonally opposite subunit. SmBdh showed a more extensive supporting hydrogen-bond network in comparison to the other well-studied Bdh enzymes, which enables improved substrate positioning and substrate specificity. This protein also contains a short α6 helix, which provides more efficient entry and exit of molecules from the active site, thereby contributing to enhanced substrate turnover. Extending the α6 helix to mimic the lower activity Enterobacter cloacae (EcBdh) enzyme resulted in reduction of SmBdh function to nearly 3% of the total activity. In great contrast, reduction of the corresponding α6 helix of the EcBdh to mimic the SmBdh structure resulted in ~ 70% increase in its activity. CONCLUSIONS: This study has demonstrated that SmBdh is superior to other Bdhs for expression in Z. mobilis for 2,3-BDO production. SmBdh possesses unique structural features that confer biochemical advantage to this protein. While coordinated active site formation is a unique structural characteristic of this tetrameric complex, the smaller α6 helix and extended hydrogen network contribute towards improved activity and substrate promiscuity of the enzyme.

19.
Antibiotics (Basel) ; 9(12)2020 Dec 17.
Article in English | MEDLINE | ID: mdl-33348544

ABSTRACT

Antibacterial lysins are enzymes that hydrolyze bacterial peptidoglycan, which results in the rapid death of bacterial cells due to osmotic lysis. Lysostaphin is one of the most potent and well-studied lysins active against important nosocomial pathogen Staphylococcus aureus. Similarly to most other lysins, lysostaphin is composed of enzymatic and peptidoglycan-binding domains, and both domains influence its antibacterial activity. It is thus desirable to be able to study the activity of both domains independently. Lysostaphin cleaves pentaglycine cross-bridges within the staphylococcal peptidoglycan. Here, we report the protocol to study the catalytic activity of lysostaphin on the isolated pentaglycine peptide that is based on the chromogenic reaction of peptide amino groups with ninhydrin. Unlike previously reported assays, this protocol does not require in-house chemical synthesis or specialized equipment and can be readily performed in most laboratories. We demonstrate the use of this protocol to study the effect of EDTA treatment on the lysostaphin enzymatic activity. We further used this protocol to determine the catalytic efficiency of lysostaphin on the isolated pentaglycine and compared it to the apparent catalytic efficiency on the whole staphylococcal cells. These results highlight the relative impact of enzymatic and peptidoglycan-binding domains of lysostaphin on its bacteriolytic activity.

20.
Crit Rev Microbiol ; 46(6): 703-726, 2020 Nov.
Article in English | MEDLINE | ID: mdl-32985279

ABSTRACT

The spread of bacterial strains resistant to commonly used antibiotics urges the development of novel antibacterial compounds. Ideally, these novel antimicrobials should be less prone to the development of resistance. Peptidoglycan-degrading enzymes are a promising class of compounds with a fundamentally different mode of action compared to traditionally used antibiotics. The difference in the mechanism of action implies differences both in the mechanisms of resistance and the chances of its emergence. To critically assess the potential of resistance development to peptidoglycan-degrading enzymes, we review the available evidence for the development of resistance to these enzymes in vitro, along with the known mechanisms of resistance to lysozyme, bacteriocins, autolysins, and phage endolysins. We conclude that genetic determinants of resistance to peptidoglycan-degrading enzymes are unlikely to readily emerge de novo. However, resistance to these enzymes would probably spread by the horizontal transfer between intrinsically resistant and susceptible species. Finally, we speculate that the higher cost of the therapeutics based on peptidoglycan degrading enzymes compared to classical antibiotics might result in less misuse, which in turn would lead to lower selective pressure, making these antibacterials less prone to resistance development.


Subject(s)
Anti-Bacterial Agents/pharmacology , Bacteria/drug effects , Bacterial Infections/drug therapy , Drug Resistance, Bacterial , Enzymes/pharmacology , Peptidoglycan/chemistry , Animals , Bacteria/metabolism , Bacteria/virology , Bacterial Infections/microbiology , Bacteriophages/enzymology , Bacteriophages/physiology , Humans , Peptidoglycan/metabolism
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