Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 116
Filter
1.
J Chem Inf Model ; 64(6): 1984-1995, 2024 03 25.
Article in English | MEDLINE | ID: mdl-38472094

ABSTRACT

The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) main Protease (Mpro) is an enzyme that cleaves viral polyproteins translated from the viral genome and is critical for viral replication. Mpro is a target for anti-SARS-CoV-2 drug development, and multiple Mpro crystals complexed with competitive inhibitors have been reported. In this study, we aimed to develop an Mpro consensus pharmacophore as a tool to expand the search for inhibitors. We generated a consensus model by aligning and summarizing pharmacophoric points from 152 bioactive conformers of SARS-CoV-2 Mpro inhibitors. Validation against a library of conformers from a subset of ligands showed that our model retrieved poses that reproduced the crystal-binding mode in 77% of the cases. Using models derived from a consensus pharmacophore, we screened >340 million compounds. Pharmacophore-matching and chemoinformatics analyses identified new potential Mpro inhibitors. The candidate compounds were chemically dissimilar to the reference set, and among them, demonstrating the relevance of our model. We evaluated the effect of 16 candidates on Mpro enzymatic activity finding that seven have inhibitory activity. Three compounds (1, 4, and 5) had IC50 values in the midmicromolar range. The Mpro consensus pharmacophore reported herein can be used to identify compounds with improved activity and novel chemical scaffolds against Mpro. The method developed for its generation is provided as an open-access code (https://github.com/AngelRuizMoreno/ConcensusPharmacophore) and can be applied to other pharmacological targets.


Subject(s)
COVID-19 , SARS-CoV-2 , Humans , Small Molecule Libraries/pharmacology , Pharmacophore , Consensus , Viral Nonstructural Proteins/chemistry , Protease Inhibitors/pharmacology , Protease Inhibitors/chemistry , Molecular Docking Simulation , Antiviral Agents/pharmacology , Antiviral Agents/chemistry
2.
Nucleic Acids Res ; 51(20): 11213-11224, 2023 11 10.
Article in English | MEDLINE | ID: mdl-37823592

ABSTRACT

The presence of ATP is known to stimulate helicase activity of the Dengue Virus Non-structural protein 3 helicase (NS3h), and the presence of RNA stimulates NS3h ATPase activity, however this coupling is still mechanistically unclear. Here we use atomistic models and molecular dynamics simulations to evaluate the single-stranded RNA (ssRNA)-length dependence of the NS3h-ssRNA binding affinity and its modulation by bound ATP. Considering complexes with 7, 11, 16 and 26 nucleotides (nts), we observe that both the binding affinity and its modulation by bound ATP are augmented with increased ssRNA lengths. In models with at least 11 nts bound, the binding of ATP results in a shift from a tightly bound to a weakly bound state. We find that the weakly bound state persists during both the ADP-Pi- and ADP-bound stages of the catalytic cycle. We obtain the equilibrium association constants for NS3h binding to an ssRNA 10-mer in vitro, both in the absence and presence of ADP, which further support the alternation between tightly and weakly bound states during the catalytic cycle. The length of bound ssRNA is critical for understanding the NS3h-RNA interaction as well as how it is modulated during the catalytic cycle.


Subject(s)
Dengue Virus , Viral Nonstructural Proteins , Adenosine Triphosphate , Dengue Virus/enzymology , DNA Helicases/metabolism , Nucleotides , RNA/chemistry , RNA Helicases/metabolism , Viral Nonstructural Proteins/chemistry
3.
Biochimie ; 212: 143-152, 2023 Sep.
Article in English | MEDLINE | ID: mdl-37088408

ABSTRACT

Zika virus (ZIKV) infection is associated with severe neurological disorders and congenital malformation. Despite efforts to eradicate the disease, there is still neither vaccine nor approved drugs to treat ZIKV infection. The NS2B-NS3 protease is a validated drug target since it is essential to polyprotein virus maturation. In the present study, we describe an experimental screening of 2,320 compounds from the chemical library of the Muséum National d'Histoire Naturelle of Paris on ZIKV NS2B-NS3 protease. A total of 96 hits were identified with 90% or more of inhibitory activity at 10 µM. Amongst the most active compounds, five were analyzed for their inhibitory mechanisms by kinetics assays and computational approaches such as molecular docking. 2-(3-methoxyphenoxy) benzoic acid (compound 945) show characteristics of a competitive inhibition (Ki = 0.49 µM) that was corroborated by its molecular docking at the active site of the NS2B-NS3 protease. Taxifolin (compound 2292) behaves as an allosteric inhibitor whereas 3,8,9-trihydroxy-2-methyl-1H-phenalen-1-one (compound 128), harmol (compound 368) and anthrapurpurin (compound 1499) show uncompetitive inhibitions. These new NS2B-NS3 protease inhibitors are valuable hits to further hit-to-lead optimization.


Subject(s)
Zika Virus Infection , Zika Virus , Humans , Molecular Docking Simulation , Viral Nonstructural Proteins/chemistry , Serine Endopeptidases/chemistry , Protease Inhibitors/pharmacology , Protease Inhibitors/chemistry , Peptide Hydrolases , Antiviral Agents/pharmacology , Antiviral Agents/chemistry
4.
Nucleic Acids Res ; 51(10): 5255-5270, 2023 06 09.
Article in English | MEDLINE | ID: mdl-37115000

ABSTRACT

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the causative agent of coronavirus disease 2019 (COVID-19). The NSP15 endoribonuclease enzyme, known as NendoU, is highly conserved and plays a critical role in the ability of the virus to evade the immune system. NendoU is a promising target for the development of new antiviral drugs. However, the complexity of the enzyme's structure and kinetics, along with the broad range of recognition sequences and lack of structural complexes, hampers the development of inhibitors. Here, we performed enzymatic characterization of NendoU in its monomeric and hexameric form, showing that hexamers are allosteric enzymes with a positive cooperative index, and with no influence of manganese on enzymatic activity. Through combining cryo-electron microscopy at different pHs, X-ray crystallography and biochemical and structural analysis, we showed that NendoU can shift between open and closed forms, which probably correspond to active and inactive states, respectively. We also explored the possibility of NendoU assembling into larger supramolecular structures and proposed a mechanism for allosteric regulation. In addition, we conducted a large fragment screening campaign against NendoU and identified several new allosteric sites that could be targeted for the development of new inhibitors. Overall, our findings provide insights into the complex structure and function of NendoU and offer new opportunities for the development of inhibitors.


Subject(s)
SARS-CoV-2 , Humans , Allosteric Regulation , Amino Acid Sequence , COVID-19 , Cryoelectron Microscopy , Endoribonucleases/metabolism , SARS-CoV-2/metabolism , Viral Nonstructural Proteins/genetics , Viral Nonstructural Proteins/chemistry
5.
J Chem Inf Model ; 63(7): 2226-2239, 2023 04 10.
Article in English | MEDLINE | ID: mdl-36952618

ABSTRACT

The SARS-CoV-2 pandemic has prompted global efforts to develop therapeutics. The main protease of SARS-CoV-2 (Mpro) and the papain-like protease (PLpro) are essential for viral replication and are key targets for therapeutic development. In this work, we investigate the mechanisms of SARS-CoV-2 inhibition by diphenyl diselenide (PhSe)2 which is an archetypal model of diselenides and a renowned potential therapeutic agent. The in vitro inhibitory concentration of (PhSe)2 against SARS-CoV-2 in Vero E6 cells falls in the low micromolar range. Molecular dynamics (MD) simulations and density functional theory (DFT) calculations [level of theory: SMD-B3LYP-D3(BJ)/6-311G(d,p), cc-pVTZ] are used to inspect non-covalent inhibition modes of both proteases via π-stacking and the mechanism of covalent (PhSe)2 + Mpro product formation involving the catalytic residue C145, respectively. The in vitro CC50 (24.61 µM) and EC50 (2.39 µM) data indicate that (PhSe)2 is a good inhibitor of the SARS-CoV-2 virus replication in a cell culture model. The in silico findings indicate potential mechanisms of proteases' inhibition by (PhSe)2; in particular, the results of the covalent inhibition here discussed for Mpro, whose thermodynamics is approximatively isoergonic, prompt further investigation in the design of antiviral organodiselenides.


Subject(s)
COVID-19 , SARS-CoV-2 , Humans , Papain , Peptide Hydrolases , Cysteine Endopeptidases/chemistry , Viral Nonstructural Proteins/chemistry , Protease Inhibitors/pharmacology , Protease Inhibitors/chemistry , Antiviral Agents/pharmacology , Antiviral Agents/chemistry , Molecular Docking Simulation
6.
J Chem Inf Model ; 63(4): 1386-1400, 2023 02 27.
Article in English | MEDLINE | ID: mdl-36780300

ABSTRACT

Zika virus (ZIKV) from Uganda (UG) expresses a phenotype related to fetal loss, whereas the variant from Brazil (BR) induces microcephaly in neonates. The differential virulence has a direct relation to biomolecular mechanisms that make one strain more aggressive than the other. The nonstructural protein 1 (NS1) is a key viral toxin to comprehend these viral discrepancies because of its versatility in many processes of the virus life cycle. Here, we aim to examine through coarse-grained models and molecular dynamics simulations the protein-membrane interactions for both NS1ZIKV-UG and NS1ZIKV-BR dimers. A first evaluation allowed us to establish that the NS1 proteins, in the membrane presence, explore new conformational spaces when compared to systems simulated without a lipid bilayer. These events derive from both differential coupling patterns and discrepant binding affinities to the membrane. The N-terminal domain, intertwined loop, and greasy finger proposed previously as binding membrane regions were also computationally confirmed by us. The anchoring sites have aromatic and ionizable residues that manage the assembly of NS1 toward the membrane, especially for the Ugandan variant. Furthermore, in the presence of the membrane, the difference in the dynamic cross-correlation of residues between the two strains is particularly pronounced in the putative epitope regions. This suggests that the protein-membrane interaction induces changes in the distal part related to putative epitopes. Taken together, these results open up new strategies for the treatment of flaviviruses that would specifically target these dynamic differences.


Subject(s)
Zika Virus Infection , Zika Virus , Humans , Virulence/genetics , Viral Nonstructural Proteins/chemistry , Antibodies, Viral , Epitopes
7.
J Biomol Struct Dyn ; 41(7): 2981-2991, 2023 04.
Article in English | MEDLINE | ID: mdl-35188085

ABSTRACT

Diseases caused by viruses of the genus Flavivirus are among the main diseases that affect the world and they are a serious public health problem. Three of them stand out: Dengue, Yellow fever and Zika viruses. The non-structural protein 1 (NS1), encoded by this viral genus, in its dimeric form, plays important roles in the pathogenesis and RNA replication of these viruses. Therefore, the identification of chemicals with the potential to inhibit the formation of the NS1 protein dimer of DENV, YFV and ZIKV would enable them to act as a multi-target drug. For this, we selected conformations of the NS1 protein monomer with similar ß-roll domain structure among the three virus species from conformations obtained from molecular dynamics simulations performed in GROMACS in 5 replicates of 150 ns for each species. After selecting the protein structures, a virtual screening of compounds from the natural products catalog of the ZINC database was performed using AutoDock Vina. The 100 best compounds were classified according efficiency criteria. Two compounds were observed in common to the species, with energy scores ranging from -9.2 kcal/mol to -10.1 kcal/mol. The results obtained here demonstrate the high similarity of NS1 proteins in the Flavivirus genus and high affinity for the same compounds; thus justifying the potential of these small molecules act in multitarget therapy.Communicated by Ramaswamy H. Sarma.


Subject(s)
Dengue Virus , Zika Virus Infection , Zika Virus , Humans , Viral Nonstructural Proteins/chemistry
8.
J Chem Inf Model ; 62(24): 6825-6843, 2022 12 26.
Article in English | MEDLINE | ID: mdl-36239304

ABSTRACT

The Zika virus (ZIKV) is a neurotropic arbovirus considered a global threat to public health. Although there have been several efforts in drug discovery projects for ZIKV in recent years, there are still no antiviral drugs approved to date. Here, we describe the results of a global collaborative crowdsourced open science project, the OpenZika project, from IBM's World Community Grid (WCG), which integrates different computational and experimental strategies for advancing a drug candidate for ZIKV. Initially, molecular docking protocols were developed to identify potential inhibitors of ZIKV NS5 RNA-dependent RNA polymerase (NS5 RdRp), NS3 protease (NS2B-NS3pro), and NS3 helicase (NS3hel). Then, a machine learning (ML) model was built to distinguish active vs inactive compounds for the cytoprotective effect against ZIKV infection. We performed three independent target-based virtual screening campaigns (NS5 RdRp, NS2B-NS3pro, and NS3hel), followed by predictions by the ML model and other filters, and prioritized a total of 61 compounds for further testing in enzymatic and phenotypic assays. This yielded five non-nucleoside compounds which showed inhibitory activity against ZIKV NS5 RdRp in enzymatic assays (IC50 range from 0.61 to 17 µM). Two compounds thermally destabilized NS3hel and showed binding affinity in the micromolar range (Kd range from 9 to 35 µM). Moreover, the compounds LabMol-301 inhibited both NS5 RdRp and NS2B-NS3pro (IC50 of 0.8 and 7.4 µM, respectively) and LabMol-212 thermally destabilized the ZIKV NS3hel (Kd of 35 µM). Both also protected cells from death induced by ZIKV infection in in vitro cell-based assays. However, while eight compounds (including LabMol-301 and LabMol-212) showed a cytoprotective effect and prevented ZIKV-induced cell death, agreeing with our ML model for prediction of this cytoprotective effect, no compound showed a direct antiviral effect against ZIKV. Thus, the new scaffolds discovered here are promising hits for future structural optimization and for advancing the discovery of further drug candidates for ZIKV. Furthermore, this work has demonstrated the importance of the integration of computational and experimental approaches, as well as the potential of large-scale collaborative networks to advance drug discovery projects for neglected diseases and emerging viruses, despite the lack of available direct antiviral activity and cytoprotective effect data, that reflects on the assertiveness of the computational predictions. The importance of these efforts rests with the need to be prepared for future viral epidemic and pandemic outbreaks.


Subject(s)
Antiviral Agents , Protease Inhibitors , Zika Virus , Humans , Antiviral Agents/pharmacology , Antiviral Agents/chemistry , Molecular Docking Simulation , Peptide Hydrolases , Protease Inhibitors/pharmacology , Protease Inhibitors/chemistry , RNA-Dependent RNA Polymerase/metabolism , Viral Nonstructural Proteins/chemistry , Zika Virus/drug effects , Zika Virus/enzymology , Zika Virus Infection/drug therapy
9.
Protein Pept Lett ; 29(11): 901-910, 2022.
Article in English | MEDLINE | ID: mdl-36121092

ABSTRACT

BACKGROUND: Zika fever affects poor and vulnerable populations, presenting cycles observed in, at least 86 countries, with no vaccine prevention or treatment available. It is known that the genus Flavivirus causes Zika Virus (ZIKV), as Dengue and Yellow Fever, whose genetic material decodes, among other proteins, a series of non-structural (NS) proteins essential for viral replication, such as NS2B-NS3 protease. Additionally, chemical and biological systems are commonly studied using molecular modeling approaches allowing, among several other processes, to elucidate mechanisms of action, molecule reactivity and/or chemical properties and the design of new drugs. Thus, considering the in silico complexes between the biological target and the bioactive molecule, it is possible to understand better experimental results based on molecular properties, which are compared with the findings of the biological activity. OBJECTIVE: Accordingly, this study aimed to present computational docking simulations of five previously reported active peptides against NS2B-NS3 protease of ZIKV and analyze some quantum chemical properties to identify the main contribution to improving the action. METHODS: The compounds were described by Rut and coworkers (2017) and Hill and coworkers (2018), submitted to docking simulation in Gold software and quantum chemical properties calculations in Wavefunction Spartan software. RESULTS: Total energy, electrophilicity index (ω) and energy gap (GAP) appeared to be the best properties to justify the peptide's biological activity. Moreover, the most promising compound (P1, Km 4.18 µM) had the best value of total energy (- 2763.04001 au), electrophilicity index (8.04 eV) and GAP (6.49 eV), indicating an energetically favorable molecule with good interaction with the target and, when compared to other peptides, presented moderate reactivity. P4 showed the highest electrophilicity index value (28.64 eV), which justified the interaction ability visualized in the docking simulation. However, its GAP value (4.24 eV) was the lowest in the series, suggesting high instability, possibly validating its low biological activity value (Km 19 uM). GAP was important to understand the chemical instability, and high values can promote damage to biological response. CONCLUSION: Furthermore, it was also noted that high electron affinity, related to the electrophilicity index, promoted electron-accepting characteristics, which was important to improve the biological activity of the peptides. A larger compound series must be studied to access features more precisely. However, these results have paramount importance in guiding future effort in this extremely-need health area.


Subject(s)
Zika Virus Infection , Zika Virus , Humans , Zika Virus/genetics , Zika Virus/metabolism , Viral Nonstructural Proteins/chemistry , Viral Nonstructural Proteins/metabolism , Peptide Hydrolases/metabolism , Peptides/pharmacology , Peptides/metabolism , Protease Inhibitors/pharmacology , Antiviral Agents/pharmacology , Antiviral Agents/chemistry
10.
Int J Mol Sci ; 23(14)2022 Jul 12.
Article in English | MEDLINE | ID: mdl-35887029

ABSTRACT

The mosquito-borne disease caused by the Rocio virus is a neglected threat, and new immune inputs for serological testing are urgently required for diagnosis in low-resource settings and epidemiological surveillance. We used in silico approaches to identify a specific antigenic peptide (p_ROCV2) in the NS1 protein of the Rocio virus that was theoretically predicted to be stable and exposed on its surface, where it demonstrated key properties allowing it to interact with antibodies. These findings related to the molecular dynamics of this peptide provide important insights for advancing diagnostic platforms and investigating therapeutic alternatives.


Subject(s)
Flavivirus , Molecular Dynamics Simulation , Animals , Immunologic Tests , Molecular Docking Simulation , Peptides , Viral Nonstructural Proteins/chemistry
11.
Molecules ; 27(13)2022 Jun 27.
Article in English | MEDLINE | ID: mdl-35807364

ABSTRACT

Dengue virus (DENV) is a danger to more than 400 million people in the world, and there is no specific treatment. Thus, there is an urgent need to develop an effective method to combat this pathology. NS2B/NS3 protease is an important biological target due it being necessary for viral replication and the fact that it promotes the spread of the infection. Thus, this study aimed to design DENV NS2B/NS3pro allosteric inhibitors from a matrix compound. The search was conducted using the Swiss Similarity tool. The compounds were subjected to molecular docking calculations, molecular dynamics simulations (MD) and free energy calculations. The molecular docking results showed that two compounds, ZINC000001680989 and ZINC000001679427, were promising and performed important hydrogen interactions with the Asn152, Leu149 and Ala164 residues, showing the same interactions obtained in the literature. In the MD, the results indicated that five residues, Lys74, Leu76, Asn152, Leu149 and Ala166, contribute to the stability of the ligand at the allosteric site for all of the simulated systems. Hydrophobic, electrostatic and van der Waals interactions had significant effects on binding affinity. Physicochemical properties, lipophilicity, water solubility, pharmacokinetics, druglikeness and medicinal chemistry were evaluated for four compounds that were more promising, showed negative indices for the potential penetration of the Blood Brain Barrier and expressed high human intestinal absorption, indicating a low risk of central nervous system depression or drowsiness as the the side effects. The compound ZINC000006694490 exhibited an alert with a plausible level of toxicity for the purine base chemical moiety, indicating hepatotoxicity and chromosome damage in vivo in mouse, rat and human organisms. All of the compounds selected in this study showed a synthetic accessibility (SA) score lower than 4, suggesting the ease of new syntheses. The results corroborate with other studies in the literature, and the computational approach used here can contribute to the discovery of new and potent anti-dengue agents.


Subject(s)
Dengue Virus , Protease Inhibitors , Viral Nonstructural Proteins , Animals , Antiviral Agents/chemistry , Antiviral Agents/pharmacology , Dengue Virus/drug effects , Dengue Virus/enzymology , Humans , Mice , Molecular Docking Simulation , Peptide Hydrolases/pharmacology , Protease Inhibitors/chemistry , Protease Inhibitors/pharmacology , RNA Helicases/antagonists & inhibitors , RNA Helicases/chemistry , Rats , Serine Endopeptidases/chemistry , Viral Nonstructural Proteins/antagonists & inhibitors , Viral Nonstructural Proteins/chemistry , Viral Nonstructural Proteins/metabolism
12.
J Chem Inf Model ; 62(4): 945-957, 2022 02 28.
Article in English | MEDLINE | ID: mdl-35128923

ABSTRACT

The NS2B-NS3 protease from Zika virus (ZIKV NS2B-NS3pro) cleaves the viral polyprotein, being essential for its replication and a therapeutic target. Inhibitors that target the active site of ZIKV NS2B-NS3pro have been developed, but they tend to have unfavorable pharmacokinetic properties due to their highly positive charge. Thus, the characterization of allosteric sites in this protease provides new strategies for inhibitor development. Here, we characterized a new allosteric pocket in ZIKV NS2B-NS3pro, analogous to the one previously described for the dengue virus protease. Molecular dynamics simulations indicate the presence of cavities around the residue Ala125, sampling protein conformations in which they are connected to the active site. This link between the residue Ala125 and the active site residues was reinforced by correlation network analysis. To experimentally verify the existence of this allosteric mechanism, we expressed and purified the Ala125Cys mutant of ZIKV NS2B-NS3pro and demonstrated that this variant is inhibited by the thiol-containing chemical probes 5,5'-dithiobis-(2-nitrobenzoic acid) and aldrithiol, which do not affect the activity of the wild-type protein. Inhibition of the mutant protein is reversed by the addition of strong reducing agents, supporting the involvement of Cys125 in covalent bond formation and enzyme inhibition. Together, our results provide experimental evidence for an allosteric pocket in ZIKV NS2B-NS3pro, in the region around Ala125, and computational insights on the structural connection between this region and the enzyme active site.


Subject(s)
Zika Virus , Peptide Hydrolases/metabolism , Protease Inhibitors/pharmacology , Protein Conformation , Serine Endopeptidases , Viral Nonstructural Proteins/chemistry , Viral Proteins
13.
Vet Med Sci ; 8(2): 610-618, 2022 03.
Article in English | MEDLINE | ID: mdl-35023299

ABSTRACT

BACKGROUND: Porcine reproductive and respiratory syndrome virus (PRRSV) is an enveloped RNA virus in the order Nidovirales, family Arteriviridae, genus Betaarterivirus. Antibodies against nonstructural proteins (NSPs) from this virus can be found in pigs starting 4 days postinfection and they remain detectable for several months. OBJECTIVE: The goal of this study was to evaluate the immunogenicity and antigenic properties of recombinant proteins NSP1 and NSP11 expressed in Escherichia coli cells, as well as to assess the neutralization activity that they elicit. METHODS: We obtained the complete ORF-1 genes coding for NSP1 and NSP11 from PRRSV using the VR-2332 strain. Cloning was performed with the pET23a(+) vector with a histidine tag (His6), linearized by restriction enzyme digestion; the expression of the NSP1 and NSP11 clones was induced in OverExpress C41(DE3) chemically competent cells. Recombinant proteins were used to generate hyperimmune sera and we perform serological assays to confirm neutralizing antibodies. RESULTS: The expressed recombinant NSP1 and NSP11 were found to be immunogenic when injected in pigs, as well as demonstrated higher specificity in recognition of antigen in field sera from pigs positive infected with PRRSV. Furthermore, both NSP1 and NSP11 recombinant proteins elicited PRRSV neutralizing antibodies. CONCLUSIONS: In this study, we demonstrated the immune humoral response to NSP 1 and NSP11, and neutralizing-antibody response to PRRSV VR2332 strain in sera from hyperimmunized pigs.


Subject(s)
Porcine Reproductive and Respiratory Syndrome , Porcine respiratory and reproductive syndrome virus , Swine Diseases , Animals , Antibodies, Neutralizing , Antibody Formation , Porcine respiratory and reproductive syndrome virus/genetics , Recombinant Proteins/genetics , Swine , Viral Nonstructural Proteins/chemistry
14.
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
15.
Biomol NMR Assign ; 16(1): 31-35, 2022 04.
Article in English | MEDLINE | ID: mdl-34817802

ABSTRACT

Zika virus (ZIKV) emerged as a global public health concern due to its relationship with severe neurological disorders. Non-structural (NS) proteins of ZIKV are essential for viral replication, regulatory function, and subversion of host responses. NS2B is a membrane protein responsible for the regulation of viral protease activity. This protein has transmembrane domains critical for the localization of viral protease to the endoplasmic reticulum membrane and a hydrophilic domain essential for folding, recruitment, and protease activity. Therefore, NS2B is considered a cofactor of viral protease which processes viral polyprotein and is essential for virus replication, making it an attractive antiviral drug target. Here, we report the backbone 1H, 15N, 13C resonance assignments of the full-length NS2B by high-resolution NMR. The backbone assignment will be necessary for determining the three-dimensional structure and backbone dynamics of NS2B, interaction mapping and screening potential of antiviral drugs against ZIKV and related pathogenic flaviviruses.


Subject(s)
Viral Nonstructural Proteins , Zika Virus , Nuclear Magnetic Resonance, Biomolecular , Viral Nonstructural Proteins/chemistry , Viral Proteases/chemistry , Zika Virus/chemistry
16.
J Biomol Struct Dyn ; 40(19): 8989-9003, 2022.
Article in English | MEDLINE | ID: mdl-33949279

ABSTRACT

In March 2020, the World Health Organization (WHO) declared coronavirus disease-19 (COVID-19), caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), a pandemic. Since then, the search for a vaccine or drug for COVID-19 treatment has started worldwide. In this regard, a fast approach is the repurposing of drugs, primarily antiviral drugs. Herein, we performed a virtual screening using 22 antiviral drugs retrieved from the DrugBank repository, azithromycin (antibiotic), ivermectin (antinematode), and seven non-structural proteins (Nsps) of SARS-CoV-2, which are considered important targets for drugs, via molecular docking and molecular dynamics simulations. Drug-receptor binding energy was employed as the main descriptor. Based on the results, paritaprevir was predicted as a promising multi-target drug that favorably bound to all tested Nsps, mainly adipose differentiation-related protein (ADRP) (-36.2 kcal mol-1) and coronavirus main proteinase (Mpro) (-32.2 kcal mol-1). Moreover, the results suggest that simeprevir is a strong inhibitor of Mpro (-37.2 kcal mol-1), which is an interesting finding because Mpro plays an important role in viral replication. In addition to drug-receptor affinity, hot spot residues were characterized to facilitate the design of new drug derivatives with improved biological responses.


Subject(s)
COVID-19 , SARS-CoV-2 , Humans , SARS-CoV-2/metabolism , Antiviral Agents/chemistry , Molecular Docking Simulation , COVID-19 Drug Treatment , Drug Repositioning/methods , Protease Inhibitors/chemistry , Viral Nonstructural Proteins/chemistry , Molecular Dynamics Simulation
17.
J Biomol Struct Dyn ; 40(19): 9214-9234, 2022.
Article in English | MEDLINE | ID: mdl-33970798

ABSTRACT

The main-protease (Mpro) catalyzes a crucial step for the SARS-CoV-2 life cycle. The recent SARS-CoV-2 presents the main protease (MCoV2pro) with 12 mutations compared to SARS-CoV (MCoV1pro). Recent studies point out that these subtle differences lead to mobility variances at the active site loops with functional implications. We use metadynamics simulations and a sort of computational analysis to probe the dynamic, pharmacophoric and catalytic environment differences between the monomers of both enzymes. So, we verify how much intrinsic distinctions are preserved in the functional dimer of MCoV2pro, as well as its implications for ligand accessibility and optimized drug screening. We find a significantly higher accessibility to open binding conformers in the MCoV2pro monomer compared to MCoV1pro. A higher hydration propensity for the MCoV2pro S2 loop with the A46S substitution seems to exercise a key role. Quantum calculations suggest that the wider conformations for MCoV2pro are less catalytically active in the monomer. However, the statistics for contacts involving the N-finger suggest higher maintenance of this activity at the dimer. Docking analyses suggest that the ability to vary the active site width can be important to improve the access of the ligand to the active site in different ways. So, we carry out a multiconformational virtual screening with different ligand bases. The results point to the importance of taking into account the protein conformational multiplicity for new promissors anti MCoV2pro ligands. We hope these results will be useful in prospecting, repurposing and/or designing new anti SARS-CoV-2 drugs.Communicated by Ramaswamy H. Sarma.


Subject(s)
COVID-19 , SARS-CoV-2 , Humans , SARS-CoV-2/metabolism , Catalytic Domain , Ligands , Protease Inhibitors/pharmacology , Protease Inhibitors/chemistry , Viral Nonstructural Proteins/chemistry , Antiviral Agents/pharmacology , Antiviral Agents/chemistry , Molecular Docking Simulation , Molecular Dynamics Simulation , Cysteine Endopeptidases/chemistry
18.
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
19.
Int J Mol Sci ; 22(21)2021 Oct 29.
Article in English | MEDLINE | ID: mdl-34769170

ABSTRACT

Coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has received global attention due to the serious threat it poses to public health. Since the outbreak in December 2019, millions of people have been affected and its rapid global spread has led to an upsurge in the search for treatment. To discover hit compounds that can be used alone or in combination with repositioned drugs, we first analyzed the pharmacokinetic and toxicological properties of natural products from Brazil's semiarid region. After, we analyzed the site prediction and druggability of the SARS-CoV-2 main protease (Mpro), followed by docking and molecular dynamics simulation. The best SARS-CoV-2 Mpro complexes revealed that other sites were accessed, confirming that our approach could be employed as a suitable starting protocol for ligand prioritization, reinforcing the importance of catalytic cysteine-histidine residues and providing new structural data that could increase the antiviral development mainly against SARS-CoV-2. Here, we selected 10 molecules that could be in vitro assayed in response to COVID-19. Two compounds (b01 and b02) suggest a better potential for interaction with SARS-CoV-2 Mpro and could be further studied.


Subject(s)
Biological Products/pharmacology , COVID-19 Drug Treatment , Coronavirus 3C Proteases/chemistry , Coronavirus 3C Proteases/drug effects , Drug Design , SARS-CoV-2/chemistry , SARS-CoV-2/drug effects , Antiviral Agents/chemistry , Antiviral Agents/pharmacology , Binding Sites , Drug Discovery/methods , Drug Repositioning , Humans , Ligands , Molecular Docking Simulation , Molecular Dynamics Simulation , Protein Conformation , Viral Nonstructural Proteins/chemistry , Viral Nonstructural Proteins/drug effects
20.
Chembiochem ; 22(24): 3410-3413, 2021 12 10.
Article in English | MEDLINE | ID: mdl-34542936

ABSTRACT

The SARS-CoV-2 non-structural protein 14 (nsp14), known as exoribonuclease is encoded from the large polyprotein of viral genome and is a major constituent of the transcription replication complex (TRC) machinery of the viral RNA synthesis. This protein is highly conserved among the coronaviruses and is a potential target for the development of a therapeutic drug. Here, we report the SARS-CoV-2 nsp14 expression, show its structural characterization, and ss-RNA exonuclease activity through vibrational and electronic spectroscopies. The deconvolution of amide-I band in the FTIR spectrum of the protein revealed a composition of 35 % α-helix and 25 % ß-sheets. The binding between protein and RNA is evidenced from the spectral changes in the amide-I region of the nsp14, showing protein conformational changes during the binding process. A value of 20.60±3.81 mol L-1 of the binding constant (KD ) is obtained for nsp14/RNA complex. The findings reported here can motivate further studies to develop structural models for better understanding the mechanism of exonuclease enzymes for correcting the viral genome and can help in the development of drugs against SARS-CoV-2.


Subject(s)
Exoribonucleases/metabolism , RNA, Viral/metabolism , SARS-CoV-2/enzymology , Viral Nonstructural Proteins/metabolism , Exoribonucleases/chemistry , Protein Binding , Protein Conformation , RNA, Viral/chemistry , Spectrophotometry, Ultraviolet , Spectroscopy, Fourier Transform Infrared , Viral Nonstructural Proteins/chemistry
SELECTION OF CITATIONS
SEARCH DETAIL