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1.
An Acad Bras Cienc ; 96(suppl 1): e20230616, 2024.
Article in English | MEDLINE | ID: mdl-39292103

ABSTRACT

Cardiovascular diseases, resulting from the deposition of clots in blood vessels, are the leading cause of death worldwide. Fibrinolytic enzymatic activity can catalyze blood clot degradation. Findings show that 36 fungal isolates recovered from Caatinga soils have the potential to produce fibrinolytic protease under submerged conditions. About 58 % of the isolates displayed fibrinolytic activity above 100 U/mL, with Mucor subtilissimus UCP 1262 being the most active. The protease was biochemically and biophysically characterized, showing that the enzyme had a high affinity for SAApNA substrate and was significantly inhibited by fluoride methyl phenyl sulfonyl-C7H7FO2S, suggesting that it is a chymotrypsin-like serine protease. The highest enzyme activity was detected at pH 5.0 and 28 °C. This fibrinolytic protease's far-UV circular dichroism (CD) showed that its secondary structure was primarily α-helical. The purified fibrinolytic enzyme may represent a novel therapeutic agent for treating thrombosis. At temperatures above 65 °C, the enzyme lost all its secondary structure. Its melting temperature was 58.1 °C, the denaturation enthalpy 85.1 kcal/mol, and the denaturation entropy 0.26 kcal/K∙mol.


Subject(s)
Mucor , Mucor/enzymology , Hydrogen-Ion Concentration , Circular Dichroism , Soil Microbiology , Peptide Hydrolases/chemistry , Peptide Hydrolases/isolation & purification , Peptide Hydrolases/metabolism , Temperature , Fibrinolytic Agents/chemistry , Fibrinolysis
2.
Bioprocess Biosyst Eng ; 47(12): 2091-2099, 2024 Dec.
Article in English | MEDLINE | ID: mdl-39271537

ABSTRACT

The production of keratinases was evaluated in submerged fermentation with Aspergillus niger and by pigs' swine hair in a batch bioreactor. Experimental planning was performed to assess the interaction between different variables. The enzyme extract produced was characterized at various pH and temperatures and subjected to enzyme concentration using a biphasic aqueous system and salt/solvent precipitation techniques. In addition, the substrate's potential in reducing hexavalent chromium from synthetic potassium dichromate effluent with an initial concentration of 20 mg L-1 of chromium was evaluated. The resulting enzyme extract showed 89 ± 2 U mL-1 of keratinase. The enzyme concentration resulted in a purification factor of 1.3, while sodium chloride/acetone and ammonium sulfate/acetone resulted in a purification factor of 1.9 and 1.4, respectively. Still using the residual substrate of swine hair from the fermentation, a 94% reduction of hexavalent chromium concentration occurred after 9 h of reaction. Thus, the study proved relevant for producing keratinases, with further environmental applicability and the possibility of concentrating the extract via low-cost processes.


Subject(s)
Aspergillus niger , Bioreactors , Chromium , Peptide Hydrolases , Chromium/chemistry , Chromium/metabolism , Aspergillus niger/enzymology , Animals , Peptide Hydrolases/metabolism , Peptide Hydrolases/chemistry , Swine , Fermentation , Hydrogen-Ion Concentration , Fungal Proteins/biosynthesis
3.
Braz J Microbiol ; 55(3): 2179-2187, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38874743

ABSTRACT

An actinobacteria strain was isolated from an olive waste mill and tested for protease production on skimmed milk media. The strain identification was achieved through both 16 S rDNA sequencing and phenotypic characterization. The enzyme was purified using the ammonium sulfate/t-butanol three-phase partitioning (TPP) method, followed by characterization to investigate the effect of pH, temperature, and various chemical agents. Subsequently, the enzyme was assessed for its milk coagulation activity. The strain belonging to the Streptomyces genera, exhibits significant phylogenetic and phenotypic differences from the aligned species, suggesting its novelty as a new strain. The enzyme was best separated in the TPP aqueous phase with a 5.35 fold and 56.25% yield. Optimal activity was observed at pH 9.0 and 60 °C, with more than half of the activity retained within the pH range of 7-10 over one hour. The protease demonstrated complete stability between 30 and 60 °C. While metallic ions enhanced enzyme activity, EDTA acted as an inhibitor. The enzyme displayed resistance to H2O2, SDS, Tween 80, and Triton X-100. Notably, it was activated in organic solvents (ethyl acetate, petroleum ether, and xylene), maintaining > 75% of its original activity in butanol, ethanol, and methanol. Additionally, the enzyme yielded high milk coagulant activity of 11,478 SU/mL. The new Streptomyces sp. protease revealed high activity and stability under a wide range of biochemical conditions. Its use in the dairy industry appears particularly promising. Further industrial process investigations will be valuable in determining potential uses for this enzyme.


Subject(s)
Enzyme Stability , Milk , Peptide Hydrolases , Phylogeny , Streptomyces , Temperature , Streptomyces/isolation & purification , Streptomyces/enzymology , Streptomyces/genetics , Streptomyces/classification , Milk/microbiology , Animals , Hydrogen-Ion Concentration , Peptide Hydrolases/metabolism , Peptide Hydrolases/isolation & purification , Peptide Hydrolases/chemistry , Peptide Hydrolases/genetics , Bacterial Proteins/metabolism , Bacterial Proteins/genetics , Bacterial Proteins/chemistry , Bacterial Proteins/isolation & purification , RNA, Ribosomal, 16S/genetics
4.
Int J Biol Macromol ; 273(Pt 2): 133199, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38885866

ABSTRACT

This study aimed to produce, characterize and purify a protease from Aspergillus heteromorphus URM0269. After production by solid fermentation of wheat bran performed according to a central composite design, protease was characterized in terms of biochemical, kinetic, and thermodynamic parameters for further purification by chromatography. Proteolytic activity achieved a maximum value of 57.43 U/mL using 7.8 g of wheat bran with 40 % moisture. Protease displayed high stability in the pH and temperature ranges of 5.0-10.0 and 20-30 °C, respectively, and acted optimally at pH 7.0 and 50 °C. The enzyme, characterized as a serine protease, followed Michaelis-Menten kinetics with a maximum reaction rate of 140.0 U/mL and Michaelis constant of 11.6 mg/mL. Thermodynamic activation parameters, namely activation Gibbs free energy (69.79 kJ/mol), enthalpy (5.86 kJ/mol), and entropy (-214.39 J/mol.K) of the hydrolysis reaction, corroborated with kinetic modeling showing high affinity for azocasein. However, thermodynamic parameters suggested a reversible mechanism of unfolding. Purification by chromatography yielded a protease purification factor of 7.2, and SDS-PAGE revealed one protein band with a molecular mass of 14.7 kDa. Circular dichroism demonstrated a secondary structure made up of 45.6 % α-helices. These results show the great potential of this protease for future use in the industrial area.


Subject(s)
Aspergillus , Temperature , Thermodynamics , Aspergillus/enzymology , Kinetics , Hydrogen-Ion Concentration , Enzyme Stability , Fermentation , Peptide Hydrolases/chemistry , Peptide Hydrolases/isolation & purification , Peptide Hydrolases/metabolism , Hydrolysis , Agriculture
5.
An Acad Bras Cienc ; 94(4): e20201914, 2022.
Article in English | MEDLINE | ID: mdl-36102391

ABSTRACT

Fibrinolytic enzymes are considered promising alternative in the treatment of cardiovascular diseases by preventing fibrin clots. A protease from Mucor subtilissimus UCP 1262 was obtained by solid state fermentation and purified by ion exchange chromatography. The purified extract was administered at an acute dose of 2000 mg/mL to evaluate its toxic effects to the lungs of mice. After 14 days of treatment, a histomorphometric study was performed by the type 1 and 2 pneumocyte count and the evaluation of the lung area. As result, the experimental group showed a significant decrease of type 2 pneumocyte and although a decrease in the alveolar area was observed in relation to the control group, no significant pulmonary toxicity, emphysema, and fibrosis characteristics were detected. The in vitro tests suggest possible clinical applications for the enzyme.


Subject(s)
Lung , Peptide Hydrolases , Animals , Mice , Peptide Hydrolases/chemistry
6.
An Acad Bras Cienc ; 94(4): e20201871, 2022.
Article in English | MEDLINE | ID: mdl-35946748

ABSTRACT

Bromelia serra leaves collected from Corrientes, Argentina, were assessed to analyze and characterize the proteolytic system and to evaluate its potential use as an industrial catalyst. The specific activity of the enzymatic extract (EE), which was prepared using acetone as a precipitating agent of the crude extract (CE), increased 2-3 folds with different substrates (hemoglobin, azocasein and casein). The proteins present in the EE have isoelectric points between 4.55-8.15 and they were significant inhibited by pepstatin A (50%) and E-64 (15%). Proteolytic activity in EE presented high activity in acidic pH (2.7-4), and low activity in neutral alkaline pH (6-11.75). The EE optimum activity was reached at 60ºC, and referring to the thermal stability, it retained over 97% of the proteolytic activity after incubation at a temperature range of 37‒60 ºC for 60 min. The effect of reducing agents and ionic strength were also measured, and it showed that the EE had its maximum activity with 5mM of cysteine, and it was inactivated with 2.5 M of NaCl. The chromatography procedures presented two purified enzymes of 21 and 54 KDa with proteolytic activity. The characteristics of the EE suggest that it is a potential candidate as an industrial catalyst.


Subject(s)
Bromelia , Bromelia/metabolism , Hydrogen-Ion Concentration , Peptide Hydrolases/chemistry , Peptide Hydrolases/metabolism , Plant Extracts/chemistry , Plant Extracts/pharmacology , Plant Leaves/metabolism , Proteolysis
7.
Protein Expr Purif ; 192: 106044, 2022 04.
Article in English | MEDLINE | ID: mdl-34998976

ABSTRACT

This work reports the immobilization of a fibrinolytic protease (FP) from Mucor subtilissimus UCP 1262 on Fe3O4 magnetic nanoparticles (MNPs) produced by precipitation of FeCl3·6H2O and FeCl2·4H2O, coated with polyaniline and activated with glutaraldehyde. The FP was obtained by solid state fermentation, precipitated with 40-60% ammonium sulfate, and purified by DEAE-Sephadex A50 ion exchange chromatography. The FP immobilization procedure allowed for an enzyme retention of 52.13%. The fibrinolytic protease immobilized on magnetic nanoparticles (MNPs/FP) maintained more than 60% of activity at a temperature of 40 to 60 °C and at pH 7 to 10, when compared to the non-immobilized enzyme. MNPs and MNPs/FP did not show any cytotoxicity against HEK-293 and J774A.1 cells. MNPs/FP was not hemolytic and reduced the hemolysis induced by MNPs from 2.07% to 1.37%. Thrombus degradation by MNPs/FP demonstrated that the immobilization process guaranteed the thrombolytic activity of the enzyme. MNPs/FP showed a total degradation of the γ chain of human fibrinogen within 90 min. These results suggest that MNPs/FP may be used as an alternative strategy to treat cardiovascular diseases with a targeted release through an external magnetic field.


Subject(s)
Fibrinolytic Agents/chemistry , Magnetite Nanoparticles/chemistry , Mucor/enzymology , Peptide Hydrolases/chemistry , Peptide Hydrolases/isolation & purification , Chromatography, Ion Exchange , Enzyme Stability , Enzymes, Immobilized/chemistry , Enzymes, Immobilized/metabolism , Enzymes, Immobilized/pharmacology , Fibrinogen/chemistry , Fibrinogen/metabolism , Fibrinolytic Agents/isolation & purification , Fibrinolytic Agents/pharmacology , Fungal Proteins/chemistry , Fungal Proteins/genetics , Fungal Proteins/isolation & purification , Fungal Proteins/metabolism , Humans , Hydrogen-Ion Concentration , Mucor/chemistry , Mucor/genetics , Peptide Hydrolases/pharmacology , Temperature
8.
J Biomol Struct Dyn ; 40(12): 5653-5664, 2022 08.
Article in English | MEDLINE | ID: mdl-33459192

ABSTRACT

2020 will be remembered worldwide for the outbreak of Coronavirus disease (COVID-19), which quickly spread until it was declared as a global pandemic. The main protease (Mpro) of SARS-CoV-2, a key enzyme in coronavirus, represents an attractive pharmacological target for inhibition of SARS-CoV-2 replication. Here, we evaluated whether the anti-inflammatory drug Ibuprofen, may act as a potential SARS-CoV-2 Mpro inhibitor, using an in silico study. From molecular dynamics (MD) simulations, we also evaluated the influence of ionic strength on the affinity and stability of the Ibuprofen-Mpro complexes. The docking analysis shows that R(-)Ibuprofen and S(+)Ibuprofen isomers can interact with multiple key residues of the main protease, through hydrophobic interactions and hydrogen bonds, with favourable binding energies (-6.2 and -5.7 kcal/mol, respectively). MM-GBSA and MM-PBSA calculations confirm the affinity of these complexes, in terms of binding energies. It also demonstrates that the ionic strength modifies significantly their binding affinities. Different structural parameters calculated from the MD simulations (120 ns) reveal that these complexes are conformational stable in the different conditions analysed. In this context, the results suggest that the condition 2 (0.25 NaCl) bind more tightly the Ibuprofen to Mpro than the others conditions. From the frustration analysis, we could characterize two important regions (Cys44-Pro52 and Linker loop) of this protein involved in the interaction with Ibuprofen. In conclusion, our findings allow us to propose that racemic mixtures of the Ibuprofen enantiomers might be a potential treatment option against SARS-CoV-2 Mpro. However, further research is necessary to determinate their possible medicinal use.Communicated by Ramaswamy H. Sarma.


Subject(s)
COVID-19 Drug Treatment , Sodium Chloride , Coronavirus 3C Proteases , Cysteine Endopeptidases/chemistry , Humans , Ibuprofen/pharmacology , Molecular Docking Simulation , Molecular Dynamics Simulation , Peptide Hydrolases/chemistry , Protease Inhibitors/chemistry , SARS-CoV-2 , Viral Nonstructural Proteins/chemistry
9.
J Biomol Struct Dyn ; 40(20): 10359-10372, 2022.
Article in English | MEDLINE | ID: mdl-34180376

ABSTRACT

Zika virus (ZIKV) is a global health concern and has been linked to severe neurological pathologies. Although no medication is available yet, many efforts to develop antivirals and host cell binding inhibitors led to attractive drug-like scaffolds, mainly targeting the nonstructural NS2B/NS3 protease (NS2B/NS3pro). NS2B/NS3pro active site has several titratable residues susceptible to pH changes and ligand binding; hence, understanding these residues' protonation is essential to drug design efforts targeting the active site. Here we use in silico methods to probe non-covalent binding and its effect on pKa shifts of the active site residues on a ligand-free protease and with a non-peptidic competitive inhibitor (Ki=13.5 µM). By applying constant pH molecular dynamics, we found that the catalytic residues of the unbound NS2B/NS3pro achieved the protonation needed for the serine protease mechanism over the pH value of 8.5. Nevertheless, the protease in the holo state achieved this same scenario at lower pH values. Also, non-covalent binding affected the catalytic triad (H51, D75, and S135) by stabilizing their distances and interaction network. Thus, NS2B/NS3pro residues configuration for activity might be both pH-dependent and influenced by ligand binding. However, compound presence within the binding site destabilized the NS2B, interfering with the closed and active conformation necessary for substrate binding and catalysis. Our outcomes provide valuable insights into non-covalent inhibitor behavior and its effect on protease active site residues, impacting optimization and design of novel compounds. Communicated by Ramaswamy H. Sarma.


Subject(s)
Antiviral Agents , Protease Inhibitors , Zika Virus , Binding Sites , Hydrogen-Ion Concentration , Peptide Hydrolases/chemistry , Protease Inhibitors/pharmacology , Protease Inhibitors/chemistry , Protein Conformation , Serine Endopeptidases/chemistry , Viral Nonstructural Proteins/chemistry , Zika Virus/drug effects , Antiviral Agents/chemistry , Antiviral Agents/pharmacology
10.
Molecules ; 26(22)2021 Nov 22.
Article in English | MEDLINE | ID: mdl-34834154

ABSTRACT

The purpose of this systematic review was to identify the available literature of production, purification, and characterization of proteases by endophytic fungi. There are few complete studies that entirely exhibit the production, characterization, and purification of proteases from endophytic fungi. This study followed the PRISMA, and the search was conducted on five databases: PubMed, PMC, Science Direct, Scopus Articles, and Web of Science up until 18 May 2021, with no time or language restrictions. The methodology of the selected studies was evaluated using GRADE. Protease production, optimization, purification, and characterization were the main evaluated outcomes. Of the 5540 initially gathered studies, 15 met the inclusion criteria after a two-step selection process. Only two studies optimized the protease production using statistical design and two reported enzyme purification and characterization. The genus Penicillium and Aspergillus were the most cited among the eleven different genera of endophytic fungi evaluated in the selected articles. Six studies proved the ability of some endophytic fungi to produce fibrinolytic proteases, demonstrating that endophytic fungi can be exploited for the further production of agents used in thrombolytic therapy. However, further characterization and physicochemical studies are required to evaluate the real potential of endophytic fungi as sources of industrial enzymes.


Subject(s)
Aspergillus/enzymology , Endophytes/enzymology , Fungal Proteins/biosynthesis , Penicillium/enzymology , Peptide Hydrolases/biosynthesis , Fungal Proteins/chemistry , Peptide Hydrolases/chemistry
11.
Parasitol Res ; 120(7): 2617-2629, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34142223

ABSTRACT

Proteins containing WD40 domains play important roles in the formation of multiprotein complexes. Little is known about WD40 proteins in the malaria parasite. This report contains the initial description of a WD40 protein that is unique to the genus Plasmodium and possibly closely related genera. The N-terminal portion of this protein consists of seven WD40 repeats that are highly conserved in all Plasmodium species. Following the N-terminal region is a central region that is conserved within the major Plasmodium clades, such as parasites of great apes, monkeys, rodents, and birds, but partially conserved across all Plasmodium species. This central region contains extensive low-complexity sequence and is predicted to have a disordered structure. Proteins with disordered structure generally function in molecular interactions. The C-terminal region is semi-conserved across all Plasmodium species and has no notable features. This WD40 repeat protein likely functions in some aspect of parasite biology that is unique to Plasmodium and this uniqueness makes the protein a possible target for therapeutic intervention.


Subject(s)
Plasmodium/genetics , Protozoan Proteins/isolation & purification , WD40 Repeats , Amino Acid Sequence , Animals , Birds , Cloning, Molecular , Epitopes/chemistry , Gene Expression Regulation , Models, Chemical , Parasites/metabolism , Peptide Hydrolases/chemistry , Plasmodium/classification , Proteins , Protozoan Proteins/chemistry , Protozoan Proteins/genetics , Protozoan Proteins/physiology , Two-Hybrid System Techniques
12.
J Mol Biol ; 433(18): 167118, 2021 09 03.
Article in English | MEDLINE | ID: mdl-34174328

ABSTRACT

SARS-CoV-2 is the causative agent of COVID-19. The dimeric form of the viral Mpro is responsible for the cleavage of the viral polyprotein in 11 sites, including its own N and C-terminus. The lack of structural information for intermediary forms of Mpro is a setback for the understanding its self-maturation process. Herein, we used X-ray crystallography combined with biochemical data to characterize multiple forms of SARS-CoV-2 Mpro. For the immature form, we show that extra N-terminal residues caused conformational changes in the positioning of domain-three over the active site, hampering the dimerization and diminishing its activity. We propose that this form preludes the cis and trans-cleavage of N-terminal residues. Using fragment screening, we probe new cavities in this form which can be used to guide therapeutic development. Furthermore, we characterized a serine site-directed mutant of the Mpro bound to its endogenous N and C-terminal residues during dimeric association stage of the maturation process. We suggest this form is a transitional state during the C-terminal trans-cleavage. This data sheds light in the structural modifications of the SARS-CoV-2 main protease during its self-maturation process.


Subject(s)
Peptide Hydrolases/chemistry , Peptide Hydrolases/metabolism , SARS-CoV-2/metabolism , Viral Proteins/chemistry , Viral Proteins/metabolism , Catalytic Domain/physiology , Crystallography, X-Ray/methods , Dimerization , Humans
13.
Arch Insect Biochem Physiol ; 107(3): e21792, 2021 Jul.
Article in English | MEDLINE | ID: mdl-33948994

ABSTRACT

Although the importance of intestinal hydrolases is recognized, there is little information on the intestinal proteome of lepidopterans such as Anticarsia gemmatalis. Thus, we carried out the proteomic analysis of the A. gemmatalis intestine to characterize the proteases by LC/MS. We examined the interactions of proteins identified with protease inhibitors (PI) using molecular docking. We found 54 expressed antigens for intestinal protease, suggesting multiple important isoforms. The hydrolytic arsenal featured allows for a more comprehensive understanding of insect feeding. The docking analysis showed that the soybean PI (SKTI) could bind efficiently with the trypsin sequences and, therefore, insect resistance does not seem to involve changing the sequences of the PI binding site. In addition, a SERPIN was identified and the interaction analysis showed the inhibitor binding site is in contact with the catalytic site of trypsin, possibly acting as a regulator. In addition, this SERPIN and the identified PI sequences can be targets for the control of proteolytic activity in the caterpillar intestine and serve as a support for the rational design of a molecule with greater stability, less prone to cleavage by proteases and viable for the control of insect pests such as A. gemmatalis.


Subject(s)
Moths/enzymology , Peptide Hydrolases/metabolism , Amino Acid Sequence , Animals , Intestines/enzymology , Larva/enzymology , Molecular Docking Simulation , Moths/genetics , Peptide Hydrolases/chemistry , Peptide Hydrolases/genetics
14.
PLoS One ; 16(3): e0246319, 2021.
Article in English | MEDLINE | ID: mdl-33661906

ABSTRACT

The potential outcome of flavivirus and alphavirus co-infections is worrisome due to the development of severe diseases. Hundreds of millions of people worldwide live under the risk of infections caused by viruses like chikungunya virus (CHIKV, genus Alphavirus), dengue virus (DENV, genus Flavivirus), and zika virus (ZIKV, genus Flavivirus). So far, neither any drug exists against the infection by a single virus, nor against co-infection. The results described in our study demonstrate the inhibitory potential of two flavonoids derived from citrus plants: Hesperetin (HST) against NS2B/NS3pro of ZIKV and nsP2pro of CHIKV and, Hesperidin (HSD) against nsP2pro of CHIKV. The flavonoids are noncompetitive inhibitors and the determined IC50 values are in low µM range for HST against ZIKV NS2B/NS3pro (12.6 ± 1.3 µM) and against CHIKV nsP2pro (2.5 ± 0.4 µM). The IC50 for HSD against CHIKV nsP2pro was 7.1 ± 1.1 µM. The calculated ligand efficiencies for HST were > 0.3, which reflect its potential to be used as a lead compound. Docking and molecular dynamics simulations display the effect of HST and HSD on the protease 3D models of CHIKV and ZIKV. Conformational changes after ligand binding and their effect on the substrate-binding pocket of the proteases were investigated. Additionally, MTT assays demonstrated a very low cytotoxicity of both the molecules. Based on our results, we assume that HST comprise a chemical structure that serves as a starting point molecule to develop a potent inhibitor to combat CHIKV and ZIKV co-infections by inhibiting the virus proteases.


Subject(s)
Chikungunya virus/enzymology , Citrus/chemistry , Hesperidin/pharmacology , Peptide Hydrolases/metabolism , Zika Virus/enzymology , Animals , Chikungunya virus/drug effects , Chlorocebus aethiops , Humans , Inhibitory Concentration 50 , Models, Molecular , Molecular Docking Simulation , Peptide Hydrolases/chemistry , Plant Extracts/chemistry , Protein Conformation , Vero Cells , Viral Proteins/chemistry , Viral Proteins/metabolism , Zika Virus/drug effects
15.
Molecules ; 26(4)2021 Feb 10.
Article in English | MEDLINE | ID: mdl-33578831

ABSTRACT

Currently, SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2) has infected people among all countries and is a pandemic as declared by the World Health Organization (WHO). SARS-CoVID-2 main protease is one of the therapeutic drug targets that has been shown to reduce virus replication, and its high-resolution 3D structures in complex with inhibitors have been solved. Previously, we had demonstrated the potential of natural compounds such as serine protease inhibitors eventually leading us to hypothesize that FDA-approved marine drugs have the potential to inhibit the biological activity of SARS-CoV-2 main protease. Initially, field-template and structure-activity atlas models were constructed to understand and explain the molecular features responsible for SARS-CoVID-2 main protease inhibitors, which revealed that Eribulin Mesylate, Plitidepsin, and Trabectedin possess similar characteristics related to SARS-CoVID-2 main protease inhibitors. Later, protein-ligand interactions are studied using ensemble molecular-docking simulations that revealed that marine drugs bind at the active site of the main protease. The three-dimensional reference interaction site model (3D-RISM) studies show that marine drugs displace water molecules at the active site, and interactions observed are favorable. These computational studies eventually paved an interest in further in vitro studies. Finally, these findings are new and indeed provide insights into the role of FDA-approved marine drugs, which are already in clinical use for cancer treatment as a potential alternative to prevent and treat infected people with SARS-CoV-2.


Subject(s)
Peptide Hydrolases/chemistry , Peptide Hydrolases/metabolism , SARS-CoV-2/physiology , Serine Proteinase Inhibitors/pharmacology , Catalytic Domain , Depsipeptides/chemistry , Depsipeptides/pharmacology , Drug Repositioning , Furans/chemistry , Furans/pharmacology , Humans , Ketones/chemistry , Ketones/pharmacology , Models, Molecular , Molecular Docking Simulation , Peptides, Cyclic , Quantitative Structure-Activity Relationship , SARS-CoV-2/drug effects , Serine Proteinase Inhibitors/chemistry , Trabectedin/chemistry , Trabectedin/pharmacology , Viral Proteins/antagonists & inhibitors , Virus Replication/drug effects
16.
Sci Rep ; 11(1): 3198, 2021 02 04.
Article in English | MEDLINE | ID: mdl-33542326

ABSTRACT

Scoring functions are essential for modern in silico drug discovery. However, the accurate prediction of binding affinity by scoring functions remains a challenging task. The performance of scoring functions is very heterogeneous across different target classes. Scoring functions based on precise physics-based descriptors better representing protein-ligand recognition process are strongly needed. We developed a set of new empirical scoring functions, named DockTScore, by explicitly accounting for physics-based terms combined with machine learning. Target-specific scoring functions were developed for two important drug targets, proteases and protein-protein interactions, representing an original class of molecules for drug discovery. Multiple linear regression (MLR), support vector machine and random forest algorithms were employed to derive general and target-specific scoring functions involving optimized MMFF94S force-field terms, solvation and lipophilic interactions terms, and an improved term accounting for ligand torsional entropy contribution to ligand binding. DockTScore scoring functions demonstrated to be competitive with the current best-evaluated scoring functions in terms of binding energy prediction and ranking on four DUD-E datasets and will be useful for in silico drug design for diverse proteins as well as for specific targets such as proteases and protein-protein interactions. Currently, the MLR DockTScore is available at www.dockthor.lncc.br .


Subject(s)
Drug Discovery/methods , Drugs, Investigational/metabolism , Protease Inhibitors/metabolism , Research Design/statistics & numerical data , Software , Support Vector Machine , Datasets as Topic , Drugs, Investigational/chemistry , Drugs, Investigational/pharmacology , Entropy , Humans , Hydrophobic and Hydrophilic Interactions , Internet , Ligands , Molecular Docking Simulation , Peptide Hydrolases/chemistry , Peptide Hydrolases/genetics , Peptide Hydrolases/metabolism , Protease Inhibitors/chemistry , Protease Inhibitors/pharmacology , Protein Interaction Mapping
17.
J Mol Model ; 27(2): 46, 2021 Jan 23.
Article in English | MEDLINE | ID: mdl-33484339

ABSTRACT

Polyurethanes (PU) are multifunctional polymers, used in automotive industry, in coatings, rigid and flexible foams, and also in biomimetic materials. In the same way as all plastic waste, the incorrect disposal of these materials leads to the accumulation of polyurethanes in the environment. To reduce the amount of waste as well as add value to degradation products, bioremediation methods have been studied for waste management of PU. Enzymes of the hydrolases class have been experimentally tested for enzymatic degradation of PU, with very promising results. In this work, two enzymes that can degrade polyurethanes were studied by molecular dynamics simulations: a protease and an esterase, both from Pseudomonas. From molecular dynamics simulations analysis, it was observed the stability of the structures, both in the simulations of the free enzymes and in the simulations of the complexes with a PU monomer. Hydrogen bonds were formed with the monomer and the enzymes throughout the simulation time, and the interaction free energy was found to be strongly negative, pointing to strong interactions in both cases.


Subject(s)
Lipase/metabolism , Models, Molecular , Polyurethanes/metabolism , Pseudomonas/enzymology , Enzyme Stability , Hydrogen Bonding , Lipase/chemistry , Molecular Dynamics Simulation , Peptide Hydrolases/chemistry , Peptide Hydrolases/metabolism , Thermodynamics
18.
Biotechnol Prog ; 37(3): e3003, 2021 05.
Article in English | MEDLINE | ID: mdl-32281294

ABSTRACT

Aqueous biphasic systems (ABSs) are an interesting alternative for separating industrial enzymes due to easy scale-up and low operational cost. The proteases of Pseudomonas sp. M211 were purified through ABS platforms formed by polyethylene glycol (PEG) and citrate buffer salt. Two experimental designs 23 + 4 were performed to evaluate the following parameters: molar mass of PEG (MPEG ), concentration of PEG (CPEG ), concentration of citrate buffer (CCit ), and pH. The partition coefficient (K), activity yield (Y), and purification factor (PF) were the responses analyzed. The best purification performance was obtained with the system composed of MPEG  = 10,000 g/mol, CPEG  = 22 wt%, CCit  = 12 wt%, pH = 8.0; the responses obtained were K = 4.9, Y = 84.5%, PF = 15.1, and tie-line length = 52.74%. The purified proteases of Pseudomonas sp. (PPP) were used to obtain hydrolysates of Lupinus mutabilis (Peruvian lupin cultivar) seed protein in comparison with the commercial protease Alcalase® 2.4L. A strong correlation between hydrolysis degree and radical scavenging activity was observed, and the highest antioxidant activity was obtained with Alcalase® (1.40 and 3.47 µmol Trolox equivalent/mg protein, for 2,2'-azino-bis(3-ethylbenzothiazoline-6-sulphonic acid) and oxygen radical absorbance capacity, respectively) compared with PPP (0.55 and 1.03 µmol Trolox/mg protein). Nevertheless, the IC50 values were lower than those often observed for antioxidant hydrolysates from plant proteins. PEG/citrate buffer system is valuable to purify Pseudomonas proteases from the fermented broth, and the purified protease could be promising to produce antioxidant protein hydrolysates.


Subject(s)
Bacterial Proteins , Chemical Fractionation/methods , Peptide Hydrolases , Protein Hydrolysates , Pseudomonas/enzymology , Antioxidants/chemistry , Antioxidants/isolation & purification , Antioxidants/metabolism , Bacterial Proteins/chemistry , Bacterial Proteins/isolation & purification , Bacterial Proteins/metabolism , Lupinus/chemistry , Peptide Hydrolases/chemistry , Peptide Hydrolases/isolation & purification , Peptide Hydrolases/metabolism , Peptides/chemistry , Peptides/isolation & purification , Peptides/metabolism , Plant Proteins/analysis , Plant Proteins/chemistry , Plant Proteins/metabolism , Polyethylene Glycols/chemistry , Protein Hydrolysates/analysis , Protein Hydrolysates/chemistry , Protein Hydrolysates/metabolism
19.
Appl Biochem Biotechnol ; 193(2): 389-404, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33009584

ABSTRACT

Proteolytic enzymes are widely distributed in nature, playing essential roles in important biological functions. Recently, the use of plant proteases at the industrial level has mainly increased in the food industry (e.g., cheesemaking, meat tenderizing, and protein hydrolysate production). Current technological and scientific advances in the detection and characterization of proteolytic enzymes have encouraged the search for new natural sources. Thus, this work aimed to explore the milk-clotting and proteolytic properties of different tissues of Vallesia glabra. Aqueous extracts from the leaves, fruits, and seeds of V. glabra presented different protein profiles, proteolytic activity, and milk-clotting activity. The milk-clotting activity increased with temperature (30-65 °C), but this activity was higher in leaf (0.20 MCU/mL) compared with that in fruit and seed extracts (0.12 and 0.11 MCU/mL, respectively) at 50 °C. Proteolytic activity in the extracts assayed at different pH (2.5-12.0) suggested the presence of different types of active proteases, with maximum activity at acidic conditions (4.0-4.5). Inhibitory studies indicated that major activity in V. glabra extracts is related to cysteine proteases; however, the presence of serine, aspartic, and metalloproteases was also evident. The hydrolytic profile of caseins indicated that V. glabra leaves could be used as a rennet substitute in cheesemaking, representing a new and promising source of proteolytic enzymes.


Subject(s)
Apocynaceae/enzymology , Milk/chemistry , Peptide Hydrolases/chemistry , Plant Leaves/enzymology , Plant Proteins/chemistry , Proteolysis , Seeds/enzymology , Animals , Hydrogen-Ion Concentration
20.
Bioprocess Biosyst Eng ; 44(2): 225-234, 2021 Feb.
Article in English | MEDLINE | ID: mdl-32888092

ABSTRACT

Extracellular proteolytic extracts from the haloalkalitolerant strain Alkalihalobacillus patagoniensis PAT 05T have proved highly efficient to reduce wool felting, as part of an ecofriendly treatment suitable for organic wool. In the present study, we identified the extracellular proteases produced by PAT 05T and we optimized its growth conditions for protease production through statistical methods. A total of 191 proteins were identified in PAT 05T culture supernatants through mass spectrometry analysis. Three of the 6 detected extracellular proteases belonged to the serine-endopeptidase family S8 (EC 3.4.21); two of them showed 86.3 and 67.9% identity with an alkaline protease from Bacillus alcalophilus and another one showed 50.4% identity with Bacillopeptidase F. The other 3 proteases exhibited 55.3, 49.4 and 61.1% identity with D-alanyl-D-alanine carboxypeptidase DacF, D-alanyl-D-alanine carboxypeptidase DacC and endopeptidase LytE, respectively. Using a Fractional Factorial Design followed by a Central Composite Design optimization, a twofold increase in protease production was reached. NaCl concentration was the most influential factor on protease production. The usefulness of PAT 05T extracellular proteolytic extracts to reduce wool felting was possible associated with the activity of the serine-endopeptidases closely related to highly alkaline keratinolytic proteases. The other identified proteases could cooperate, improving protein hydrolysis. This study provided valuable information for the exploitation of PAT 05T proteases which have potential for the valorization of organic wool as well as for other industrial applications.


Subject(s)
Bacillaceae/enzymology , Bacterial Proteins , Peptide Hydrolases , Proteomics , Bacterial Proteins/biosynthesis , Bacterial Proteins/chemistry , Bacterial Proteins/isolation & purification , Peptide Hydrolases/biosynthesis , Peptide Hydrolases/chemistry , Peptide Hydrolases/isolation & purification
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