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1.
J Infect Dev Ctries ; 18(4): 520-531, 2024 Apr 30.
Article in English | MEDLINE | ID: mdl-38728643

ABSTRACT

INTRODUCTION: The coronavirus disease 2019 (COVID-19) pandemic caused global health, economic, and population loss. Variants of the coronavirus contributed to the severity of the disease and persistent rise in infections. This study aimed to identify potential drug candidates from fifteen approved antiviral drugs against SARS-CoV-2 (6LU7), SARS-CoV (5B6O), and SARS-CoV-2 spike protein (6M0J) using virtual screening and pharmacokinetics to gain insights into COVID-19 therapeutics. METHODOLOGY: We employed drug repurposing approach to analyze binding performance of fifteen clinically approved antiviral drugs against the main protease of SARS-CoV-2 (6LU7), SARS-CoV (5B6O), and SARS-CoV-2 spike proteins bound to ACE-2 receptor (6M0J), to provide an insight into the therapeutics of COVID-19. AutoDock Vina was used for docking studies. The binding affinities were calculated, and 2-3D structures of protein-ligand interactions were drawn. RESULTS: Rutin, hesperidin, and nelfinavir are clinically approved antiviral drugs with high binding affinity to proteins 6LU7, 5B6O, and 6M0J. These ligands have excellent pharmacokinetics, ensuring efficient absorption, metabolism, excretion, and digestibility. Hesperidin showed the most potent interaction with spike protein 6M0J, forming four H-bonds. Nelfinavir had a high human intestinal absorption (HIA) score of 0.93, indicating maximum absorption in the body and promising interactions with 6LU7. CONCLUSIONS: Our results indicated that rutin, hesperidin, and nelfinavir had the highest binding results against the proposed drug targets. The computational approach effectively identified SARS-CoV-2 inhibitors. COVID-19 is still a recurrent threat globally and predictive analysis using natural compounds might serve as a starting point for new drug development against SARS-CoV-2 and related viruses.


Subject(s)
Antiviral Agents , COVID-19 , Drug Repositioning , Molecular Docking Simulation , SARS-CoV-2 , Spike Glycoprotein, Coronavirus , SARS-CoV-2/drug effects , Humans , Antiviral Agents/pharmacokinetics , Antiviral Agents/pharmacology , Antiviral Agents/chemistry , Spike Glycoprotein, Coronavirus/metabolism , COVID-19/virology , Pandemics , Betacoronavirus/drug effects , COVID-19 Drug Treatment , Coronavirus 3C Proteases/antagonists & inhibitors , Coronavirus 3C Proteases/metabolism , Coronavirus 3C Proteases/chemistry
2.
Nat Commun ; 15(1): 3827, 2024 May 07.
Article in English | MEDLINE | ID: mdl-38714735

ABSTRACT

The main protease (Mpro) of SARS-CoV-2 is critical for viral function and a key drug target. Mpro is only active when reduced; turnover ceases upon oxidation but is restored by re-reduction. This suggests the system has evolved to survive periods in an oxidative environment, but the mechanism of this protection has not been confirmed. Here, we report a crystal structure of oxidized Mpro showing a disulfide bond between the active site cysteine, C145, and a distal cysteine, C117. Previous work proposed this disulfide provides the mechanism of protection from irreversible oxidation. Mpro forms an obligate homodimer, and the C117-C145 structure shows disruption of interactions bridging the dimer interface, implying a correlation between oxidation and dimerization. We confirm dimer stability is weakened in solution upon oxidation. Finally, we observe the protein's crystallization behavior is linked to its redox state. Oxidized Mpro spontaneously forms a distinct, more loosely packed lattice. Seeding with crystals of this lattice yields a structure with an oxidation pattern incorporating one cysteine-lysine-cysteine (SONOS) and two lysine-cysteine (NOS) bridges. These structures further our understanding of the oxidative regulation of Mpro and the crystallization conditions necessary to study this structurally.


Subject(s)
Catalytic Domain , Coronavirus 3C Proteases , Cysteine , Disulfides , Oxidation-Reduction , SARS-CoV-2 , Disulfides/chemistry , Disulfides/metabolism , SARS-CoV-2/metabolism , SARS-CoV-2/chemistry , Coronavirus 3C Proteases/metabolism , Coronavirus 3C Proteases/chemistry , Cysteine/chemistry , Cysteine/metabolism , Crystallography, X-Ray , Humans , Models, Molecular , Protein Multimerization , COVID-19/virology
3.
Sci Rep ; 14(1): 10419, 2024 05 06.
Article in English | MEDLINE | ID: mdl-38710746

ABSTRACT

The present work elicits a novel approach to combating COVID-19 by synthesizing a series of azo-anchored 3,4-dihydroimidazo[4,5-b]indole derivatives. The envisaged methodology involves the L-proline-catalyzed condensation of para-amino-functionalized azo benzene, indoline-2,3-dione, and ammonium acetate precursors with pertinent aryl aldehyde derivatives under ultrasonic conditions. The structures of synthesized compounds were corroborated through FT-IR, 1H NMR, 13C NMR, and mass analysis data. Molecular docking studies assessed the inhibitory potential of these compounds against the main protease (Mpro) of SARS-CoV-2. Remarkably, in silico investigations revealed significant inhibitory action surpassing standard drugs such as Remdesivir, Paxlovid, Molnupiravir, Chloroquine, Hydroxychloroquine (HCQ), and (N3), an irreversible Michael acceptor inhibitor. Furthermore, the highly active compound was also screened for cytotoxicity activity against HEK-293 cells and exhibited minimal toxicity across a range of concentrations, affirming its favorable safety profile and potential suitability. The pharmacokinetic properties (ADME) of the synthesized compounds have also been deliberated. This study paves the way for in vitro and in vivo testing of these scaffolds in the ongoing battle against SARS-CoV-2.


Subject(s)
Antiviral Agents , COVID-19 Drug Treatment , Coronavirus 3C Proteases , Indoles , Molecular Docking Simulation , Protease Inhibitors , SARS-CoV-2 , Humans , Antiviral Agents/pharmacology , Antiviral Agents/chemistry , Antiviral Agents/chemical synthesis , SARS-CoV-2/drug effects , Coronavirus 3C Proteases/antagonists & inhibitors , Coronavirus 3C Proteases/metabolism , Coronavirus 3C Proteases/chemistry , Indoles/pharmacology , Indoles/chemistry , Indoles/chemical synthesis , HEK293 Cells , Protease Inhibitors/pharmacology , Protease Inhibitors/chemistry , Protease Inhibitors/chemical synthesis , Imidazoles/pharmacology , Imidazoles/chemistry , Imidazoles/chemical synthesis , Computer Simulation , COVID-19/virology , Azo Compounds/pharmacology , Azo Compounds/chemistry , Azo Compounds/chemical synthesis
4.
Int J Biol Macromol ; 267(Pt 1): 131392, 2024 May.
Article in English | MEDLINE | ID: mdl-38582483

ABSTRACT

The main protease (Mpro) of SARS-CoV-2 is critical in the virus's replication cycle, facilitating the maturation of polyproteins into functional units. Due to its conservation across taxa, Mpro is a promising target for broad-spectrum antiviral drugs. Targeting Mpro with small molecule inhibitors, such as nirmatrelvir combined with ritonavir (Paxlovid™), which the FDA has approved for post-exposure treatment and prophylaxis, can effectively interrupt the replication process of the virus. A key aspect of Mpro's function is its ability to form a functional dimer. However, the mechanics of dimerization and its influence on proteolytic activity remain less understood. In this study, we utilized biochemical, structural, and molecular modelling approaches to explore Mpro dimerization. We evaluated critical residues, specifically Arg4 and Arg298, that are essential for dimerization. Our results show that changes in the oligomerization state of Mpro directly affect its enzymatic activity and dimerization propensity. We discovered a synergistic relationship influencing dimer formation, involving both intra- and intermolecular interactions. These findings highlight the potential for developing allosteric inhibitors targeting Mpro, offering promising new directions for therapeutic strategies.


Subject(s)
Antiviral Agents , Coronavirus 3C Proteases , Protein Multimerization , SARS-CoV-2 , SARS-CoV-2/drug effects , Protein Multimerization/drug effects , Coronavirus 3C Proteases/antagonists & inhibitors , Coronavirus 3C Proteases/chemistry , Coronavirus 3C Proteases/metabolism , Humans , Antiviral Agents/pharmacology , Antiviral Agents/chemistry , COVID-19 Drug Treatment , Models, Molecular , COVID-19/virology , Protease Inhibitors/pharmacology , Protease Inhibitors/chemistry
5.
PLoS One ; 19(4): e0301086, 2024.
Article in English | MEDLINE | ID: mdl-38662719

ABSTRACT

There is still a great global need for efficient treatments for the management of SARS-CoV-2 illness notwithstanding the availability and efficacy of COVID-19 vaccinations. Olive leaf is an herbal remedy with a potential antiviral activity that could improve the recovery of COVID-19 patients. In this work, the olive leaves major metabolites were screened in silico for their activity against SARS-CoV-2 by molecular docking on several viral targets such as methyl transferase, helicase, Plpro, Mpro, and RdRp. The results of in silico docking study showed that olive leaves phytoconstituents exhibited strong potential antiviral activity against SARS-CoV-2 selected targets. Verbacoside demonstrated a strong inhibition against methyl transferase, helicase, Plpro, Mpro, and RdRp (docking scores = -17.2, -20, -18.2, -19.8, and -21.7 kcal/mol.) respectively. Oleuropein inhibited 5rmm, Mpro, and RdRp (docking scores = -15, -16.6 and -18.6 kcal/mol., respectively) respectively. Apigenin-7-O-glucoside exhibited activity against methyl transferase and RdRp (docking score = -16.1 and -19.4 kcal/mol., respectively) while Luteolin-7-O-glucoside inhibited Plpro and RdRp (docking score = -15.2 and -20 kcal/mol., respectively). The in vitro antiviral assay was carried out on standardized olive leaf extract (SOLE) containing 20% oleuropein and IC50 was calculated. The results revealed that 20% SOLE demonstrated a moderate antiviral activity against SARS-CoV-2 with IC50 of 118.3 µg /mL. Accordingly, olive leaf could be a potential herbal therapy against SARS-CoV-2 but more in vivo and clinical investigations are recommended.


Subject(s)
Antiviral Agents , Iridoids , Molecular Docking Simulation , Olea , Plant Extracts , Plant Leaves , Polyphenols , SARS-CoV-2 , Olea/chemistry , Antiviral Agents/pharmacology , Antiviral Agents/chemistry , SARS-CoV-2/drug effects , Plant Leaves/chemistry , Plant Extracts/pharmacology , Plant Extracts/chemistry , Iridoids/pharmacology , Iridoids/chemistry , Humans , Iridoid Glucosides/pharmacology , Iridoid Glucosides/chemistry , Glucosides/pharmacology , Glucosides/chemistry , Methyltransferases/metabolism , Methyltransferases/antagonists & inhibitors , COVID-19/virology , Coronavirus 3C Proteases/antagonists & inhibitors , Coronavirus 3C Proteases/metabolism , Coronavirus 3C Proteases/chemistry , Computer Simulation , COVID-19 Drug Treatment , Luteolin/pharmacology , Luteolin/chemistry , RNA Helicases/metabolism , RNA Helicases/antagonists & inhibitors , Apigenin/pharmacology , Apigenin/chemistry
6.
J Agric Food Chem ; 72(18): 10640-10654, 2024 May 08.
Article in English | MEDLINE | ID: mdl-38661066

ABSTRACT

Coronaviruses have consistently posed a major global concern in the field of livestock industry and public health. However, there is currently a lack of efficient drugs with broad-spectrum antiviral activity to address the challenges presented by emerging mutated strains or drug resistance. Additionally, the method for identifying multitarget drugs is also insufficient. Aminopeptidase N (APN) and 3C-like proteinase (3CLpro) represent promising targets for host-directed and virus-directed strategies, respectively, in the development of effective drugs against various coronaviruses. In this study, maduramycin ammonium demonstrated a broad-spectrum antiviral effect by targeting both of the proteins. The binding domains 4 Å from the ligand of both target proteins shared a structural similarity, suggesting that screening and designing drugs based on these domains might exhibit broad-spectrum and highly effective antiviral activity. Furthermore, it was identified that the polyether ionophores' ability to carry zinc ion might be one of the reasons why they were able to target APN and exhibit antiviral effect. The findings of this experiment provide novel perspectives for future drug screening and design, while also offering valuable references for the utilization of polyether ionophores in the management of livestock health.


Subject(s)
Antiviral Agents , CD13 Antigens , Ionophores , Livestock , Animals , Antiviral Agents/pharmacology , Antiviral Agents/chemistry , Ionophores/pharmacology , Ionophores/chemistry , CD13 Antigens/metabolism , CD13 Antigens/chemistry , Coronavirus 3C Proteases/chemistry , Coronavirus 3C Proteases/metabolism , Coronavirus 3C Proteases/antagonists & inhibitors , Veterinary Drugs/pharmacology , Veterinary Drugs/chemistry , Coronavirus/drug effects , Anti-Bacterial Agents/pharmacology , Anti-Bacterial Agents/chemistry , Polyether Polyketides
7.
Phys Chem Chem Phys ; 26(18): 14006-14017, 2024 May 08.
Article in English | MEDLINE | ID: mdl-38683190

ABSTRACT

SARS-CoV-2 and its variants are crossing the immunity barrier induced through vaccination. Recent Omicron sub-variants are highly transmissible and have a low mortality rate. Despite the low severity of Omicron variants, these new variants are known to cause acute post-infectious syndromes. Nowadays, novel strategies to develop new potential inhibitors for SARS-CoV-2 and other Omicron variants have gained prominence. For viral replication and survival the main protease of SARS-CoV-2 plays a vital role. Peptide-like inhibitors that mimic the substrate peptide have already proved to be effective in inhibiting the Mpro of SARS-CoV-2 variants. Our systematic canonical amino acid point mutation analysis on the native peptide has revealed various ways to improve the native peptide of the main protease. Multi mutation analysis has led us to identify and design potent peptide-analog inhibitors that act against the Mpro of the Omicron sub-variants. Our in-depth analysis of all-atom molecular dynamics studies has paved the way to characterize the atomistic behavior of Mpro in Omicron variants. Our goal is to develop potent peptide-analogs that could be therapeutically effective against Omicron and its sub-variants.


Subject(s)
Coronavirus 3C Proteases , Molecular Dynamics Simulation , Peptides , SARS-CoV-2 , SARS-CoV-2/drug effects , SARS-CoV-2/enzymology , Peptides/chemistry , Peptides/pharmacology , Peptides/metabolism , Coronavirus 3C Proteases/antagonists & inhibitors , Coronavirus 3C Proteases/metabolism , Coronavirus 3C Proteases/chemistry , Humans , Antiviral Agents/chemistry , Antiviral Agents/pharmacology , Drug Design , Protease Inhibitors/chemistry , Protease Inhibitors/pharmacology , COVID-19/virology
8.
Chem Biodivers ; 21(5): e202302089, 2024 May.
Article in English | MEDLINE | ID: mdl-38526531

ABSTRACT

The SARS-CoV-2 main protease, as a key target for antiviral therapeutics, is instrumental in maintaining virus stability, facilitating translation, and enabling the virus to evade innate immunity. Our research focused on designing non-covalent inhibitors to counteract the action of this protease. Utilizing a 3D-QSAR model and contour map, we successfully engineered eight novel non-covalent inhibitors. Further evaluation and comparison of these novel compounds through methodologies including molecular docking, ADMET analysis, frontier molecular orbital studies, molecular dynamics simulations, and binding free energy revealed that the inhibitors N02 and N03 demonstrated superior research performance (N02 ΔGbind=-206.648 kJ/mol, N03 ΔGbind=-185.602 kJ/mol). These findings offer insightful guidance for the further refinement of molecular structures and the development of more efficacious inhibitors. Consequently, future investigations can draw upon these findings to unearth more potent inhibitors, thereby amplifying their impact in the treatment and prevention of associated diseases.


Subject(s)
Antiviral Agents , Coronavirus 3C Proteases , Molecular Docking Simulation , Molecular Dynamics Simulation , Protease Inhibitors , Quantitative Structure-Activity Relationship , SARS-CoV-2 , SARS-CoV-2/drug effects , SARS-CoV-2/enzymology , Antiviral Agents/chemistry , Antiviral Agents/pharmacology , Protease Inhibitors/chemistry , Protease Inhibitors/pharmacology , Coronavirus 3C Proteases/antagonists & inhibitors , Coronavirus 3C Proteases/metabolism , Coronavirus 3C Proteases/chemistry , Humans , COVID-19 Drug Treatment , Thermodynamics , Molecular Structure
9.
J Chem Inf Model ; 64(8): 3047-3058, 2024 Apr 22.
Article in English | MEDLINE | ID: mdl-38520328

ABSTRACT

Covalent drugs exhibit advantages in that noncovalent drugs cannot match, and covalent docking is an important method for screening covalent lead compounds. However, it is difficult for covalent docking to screen covalent compounds on a large scale because covalent docking requires determination of the covalent reaction type of the compound. Here, we propose to use deep learning of a lateral interactions spiking neural network to construct a covalent lead compound screening model to quickly screen covalent lead compounds. We used the 3CL protease (3CL Pro) of SARS-CoV-2 as the screen target and constructed two classification models based on LISNN to predict the covalent binding and inhibitory activity of compounds. The two classification models were trained on the covalent complex data set targeting cysteine (Cys) and the compound inhibitory activity data set targeting 3CL Pro, respected, with good prediction accuracy (ACC > 0.9). We then screened the screening compound library with 6 covalent binding screening models and 12 inhibitory activity screening models. We tested the inhibitory activity of the 32 compounds, and the best compound inhibited SARS-CoV-2 3CL Pro with an IC50 value of 369.5 nM. Further assay implied that dithiothreitol can affect the inhibitory activity of the compound to 3CL Pro, indicating that the compound may covalently bind 3CL Pro. The selectivity test showed that the compound had good target selectivity to 3CL Pro over cathepsin L. These correlation assays can prove the rationality of the covalent lead compound screening model. Finally, covalent docking was performed to demonstrate the binding conformation of the compound with 3CL Pro. The source code can be obtained from the GitHub repository (https://github.com/guzh970630/Screen_Covalent_Compound_by_LISNN).


Subject(s)
Coronavirus 3C Proteases , Molecular Docking Simulation , Neural Networks, Computer , SARS-CoV-2 , Coronavirus 3C Proteases/metabolism , Coronavirus 3C Proteases/antagonists & inhibitors , Coronavirus 3C Proteases/chemistry , SARS-CoV-2/enzymology , SARS-CoV-2/drug effects , Humans , Drug Discovery , Antiviral Agents/pharmacology , Antiviral Agents/chemistry , Antiviral Agents/metabolism , Protease Inhibitors/pharmacology , Protease Inhibitors/chemistry , Protease Inhibitors/metabolism , COVID-19 Drug Treatment , Deep Learning , Protein Binding , COVID-19/virology
10.
Chem Asian J ; 19(8): e202400079, 2024 Apr 16.
Article in English | MEDLINE | ID: mdl-38415945

ABSTRACT

The antioxidant power of quercetin-3-O-glucuronide (miquelianin) has been studied, at the density functional level of theory, in both lipid-like and aqueous environments. In the aqueous phase, the computed pKa equilibria allowed the identification of the neutral and charged species present in solution that can react with the ⋅OOH radical. The Hydrogen Atom Transfer (HAT), Single Electron Transfer (SET) and Radical Adduct Formation (RAF) mechanisms were considered, and the individual, total and fraction corrected rate constants were obtained. Potential non-covalent inhibition of Mpro from SARS-CoV-2 by miquelianin has been also evaluated.


Subject(s)
Antioxidants , Coronavirus M Proteins , SARS-CoV-2 , Antioxidants/chemistry , Antioxidants/pharmacology , SARS-CoV-2/drug effects , Quercetin/chemistry , Quercetin/analogs & derivatives , Quercetin/pharmacology , Coronavirus 3C Proteases/antagonists & inhibitors , Coronavirus 3C Proteases/metabolism , Coronavirus 3C Proteases/chemistry , Antiviral Agents/chemistry , Antiviral Agents/pharmacology , Density Functional Theory , Humans , COVID-19/virology
11.
J Mol Biol ; 436(6): 168474, 2024 Mar 15.
Article in English | MEDLINE | ID: mdl-38311236

ABSTRACT

The main protease (Mpro) of coronaviruses participates in viral replication, serving as a hot target for drug design. GC376 is able to effectively inhibit the activity of Mpro, which is due to nucleophilic addition of GC376 by binding covalently with Cys145 in Mpro active site. Here, we used fluorescence resonance energy transfer (FRET) assay to analyze the IC50 values of GC376 against Mpros from six different coronaviruses (SARS-CoV-2, HCoV-229E, HCoV-HUK1, MERS-CoV, SARS-CoV, HCoV-NL63) and five Mpro mutants (G15S, M49I, K90R, P132H, S46F) from SARS-CoV-2 variants. The results showed that GC376 displays effective inhibition to various coronaviral Mpros and SARS-CoV-2 Mpro mutants. In addition, the crystal structures of SARS-CoV-2 Mpro (wide type)-GC376, SARS-CoV Mpro-GC376, MERS-CoV Mpro-GC376, and SARS-CoV-2 Mpro mutants (G15S, M49I, S46F, K90R, and P132H)-GC376 complexes were solved. We found that GC376 is able to fit into the active site of Mpros from different coronaviruses and different SARS-CoV-2 variants properly. Detailed structural analysis revealed key molecular determinants necessary for inhibition and illustrated the binding patterns of GC376 to these different Mpros. In conclusion, we not only proved the inhibitory activity of GC376 against different Mpros including SARS-CoV-2 Mpro mutants, but also revealed the molecular mechanism of inhibition by GC376, which will provide scientific guidance for the development of broad-spectrum drugs against SARS-CoV-2 as well as other coronaviruses.


Subject(s)
Antiviral Agents , Coronavirus 3C Proteases , Coronavirus , Lactams , Leucine , Sulfonic Acids , Humans , Antiviral Agents/chemistry , Antiviral Agents/pharmacology , Coronavirus/drug effects , Coronavirus/enzymology , Lactams/pharmacology , Leucine/analogs & derivatives , SARS-CoV-2/enzymology , Sulfonic Acids/pharmacology , Coronavirus 3C Proteases/antagonists & inhibitors , Coronavirus 3C Proteases/chemistry
12.
Proteins ; 92(6): 735-749, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38213131

ABSTRACT

The new viral strains of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) are continuously rising, becoming more virulent, and transmissible. Therefore, the development of new antiviral drugs is essential. Due to its significant role in the viral life cycle of SARS-CoV-2, the main protease (Mpro) enzyme is a leading target for antiviral drug design. The Mpro monomer consists of domain DI, DII, and DI-DII interface. Twenty-one conserved water molecules (W4-W24) are occupied at these domains according to multiple crystal structure analyses. The crystal and MD structures reveal the presence of eight conserved water sites in domain DI, DII and remaining in the DI-DII interface. Grid-based inhomogeneous fluid solvation theory (GIST) was employed on MD structures of Mpro native to predict structural and thermodynamic properties of each conserved water site for focusing to identify the specific conserved water molecules that can easily be displaced by proposed ligands. Finally, MD water W13 is emerged as a promising candidate for water mimic drug design due to its low mean interaction energy, loose binding character with the protein, and its involvement in a water-mediated H-bond with catalytic His41 via the interaction Thr25(OG)---W13---W---His41(NE2). In this context, water occupancy, relative interaction energy, entropy, and topologies of W13 are thermodynamically acceptable for the water displacement method. Therefore, the strategic use of W13's geometrical position in the DI domain may be implemented for drug discovery against COVID disease by designing new ligands with appropriately oriented chemical groups to mimic its structural, electronic, and thermodynamic properties.


Subject(s)
Coronavirus 3C Proteases , Molecular Dynamics Simulation , SARS-CoV-2 , Thermodynamics , Water , Water/chemistry , SARS-CoV-2/chemistry , SARS-CoV-2/enzymology , SARS-CoV-2/metabolism , Coronavirus 3C Proteases/chemistry , Coronavirus 3C Proteases/metabolism , Coronavirus 3C Proteases/antagonists & inhibitors , Humans , COVID-19/virology , Antiviral Agents/chemistry , Antiviral Agents/pharmacology , Antiviral Agents/metabolism , Hydrogen Bonding , Drug Design , Protein Binding , Solvents/chemistry , Binding Sites , Ligands
13.
Science ; 382(6671): eabo7201, 2023 11 10.
Article in English | MEDLINE | ID: mdl-37943932

ABSTRACT

We report the results of the COVID Moonshot, a fully open-science, crowdsourced, and structure-enabled drug discovery campaign targeting the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) main protease. We discovered a noncovalent, nonpeptidic inhibitor scaffold with lead-like properties that is differentiated from current main protease inhibitors. Our approach leveraged crowdsourcing, machine learning, exascale molecular simulations, and high-throughput structural biology and chemistry. We generated a detailed map of the structural plasticity of the SARS-CoV-2 main protease, extensive structure-activity relationships for multiple chemotypes, and a wealth of biochemical activity data. All compound designs (>18,000 designs), crystallographic data (>490 ligand-bound x-ray structures), assay data (>10,000 measurements), and synthesized molecules (>2400 compounds) for this campaign were shared rapidly and openly, creating a rich, open, and intellectual property-free knowledge base for future anticoronavirus drug discovery.


Subject(s)
COVID-19 Drug Treatment , Coronavirus 3C Proteases , Coronavirus Protease Inhibitors , Drug Discovery , SARS-CoV-2 , Humans , Coronavirus 3C Proteases/antagonists & inhibitors , Coronavirus 3C Proteases/chemistry , Molecular Docking Simulation , Coronavirus Protease Inhibitors/chemical synthesis , Coronavirus Protease Inhibitors/chemistry , Coronavirus Protease Inhibitors/pharmacology , Structure-Activity Relationship , Crystallography, X-Ray
14.
Phys Chem Chem Phys ; 25(38): 26308-26315, 2023 Oct 04.
Article in English | MEDLINE | ID: mdl-37747304

ABSTRACT

SARS-CoV-2 main protease, Mpro, plays a crucial role in the virus replication cycle, making it an important target for antiviral research. In this study, a simplified model obtained through truncation is used to explore the reaction mechanism of aldehyde warhead compounds inhibiting Mpro at the level of density functional theory. According to the calculation results, proton transfer (P_T)-nucleophilic attack (N_A) is the rate-determining step in the entire reaction pathway. The water molecule that plays a catalytic role occupies the oxyanion hole, which is unfavorable for the aldehyde warhead to approach the Cys145 SH. Through a hypothetical study of substituting the main chain NH with methylene, it is further confirmed that the P_T-N_A is a proton transfer-dominated process accompanied by a nucleophilic attack reaction. In this process, the oxyanion hole serves only to stabilize the aldehyde oxygen anion and therefore does not have a significant impact on the activation free energy barrier of the step. Our research results provide a unique perspective for understanding the covalent inhibition reaction of the Mpro active site. This study also offers theoretical guidance for the design of new Mpro covalent inhibitors.


Subject(s)
Aldehydes , Antiviral Agents , Coronavirus 3C Proteases , SARS-CoV-2 , Humans , Aldehydes/chemistry , Aldehydes/pharmacology , Antiviral Agents/chemistry , Antiviral Agents/pharmacology , Molecular Docking Simulation , Protons , SARS-CoV-2/enzymology , Coronavirus 3C Proteases/antagonists & inhibitors , Coronavirus 3C Proteases/chemistry
15.
J Mol Biol ; 435(11): 168067, 2023 06 01.
Article in English | MEDLINE | ID: mdl-37330294

ABSTRACT

Considerable debate has focused on whether sampling of molecular dynamics trajectories restrained by crystallographic data can be used to develop realistic ensemble models for proteins in their natural, solution state. For the SARS-CoV-2 main protease, Mpro, we evaluated agreement between solution residual dipolar couplings (RDCs) and various recently reported multi-conformer and dynamic-ensemble crystallographic models. Although Phenix-derived ensemble models showed only small improvements in crystallographic Rfree, substantially improved RDC agreement over fits to a conventionally refined 1.2-Å X-ray structure was observed, in particular for residues with above average disorder in the ensemble. For a set of six lower resolution (1.55-2.19 Å) Mpro X-ray ensembles, obtained at temperatures ranging from 100 to 310 K, no significant improvement over conventional two-conformer representations was found. At the residue level, large differences in motions were observed among these ensembles, suggesting high uncertainties in the X-ray derived dynamics. Indeed, combining the six ensembles from the temperature series with the two 1.2-Å X-ray ensembles into a single 381-member "super ensemble" averaged these uncertainties and substantially improved agreement with RDCs. However, all ensembles showed excursions that were too large for the most dynamic fraction of residues. Our results suggest that further improvements to X-ray ensemble refinement are feasible, and that RDCs provide a sensitive benchmark in such endeavors. Remarkably, a weighted ensemble of 350 PDB Mpro X-ray structures provided slightly better cross-validated agreement with RDCs than any individual ensemble refinement, implying that differences in lattice confinement also limit the fit of RDCs to X-ray coordinates.


Subject(s)
Coronavirus 3C Proteases , SARS-CoV-2 , Humans , Nuclear Magnetic Resonance, Biomolecular/methods , Protein Conformation , SARS-CoV-2/enzymology , Coronavirus 3C Proteases/chemistry , Crystallography, X-Ray
16.
Nat Commun ; 14(1): 1545, 2023 03 20.
Article in English | MEDLINE | ID: mdl-36941262

ABSTRACT

The main protease from SARS-CoV-2 (Mpro) is responsible for cleavage of the viral polyprotein. Mpro self-processing is called maturation, and it is crucial for enzyme dimerization and activity. Here we use C145S Mpro to study the structure and dynamics of N-terminal cleavage in solution. Native mass spectroscopy analysis shows that mixed oligomeric states are composed of cleaved and uncleaved particles, indicating that N-terminal processing is not critical for dimerization. A 3.5 Å cryo-EM structure provides details of Mpro N-terminal cleavage outside the constrains of crystal environment. We show that different classes of inhibitors shift the balance between oligomeric states. While non-covalent inhibitor MAT-POS-e194df51-1 prevents dimerization, the covalent inhibitor nirmatrelvir induces the conversion of monomers into dimers, even with intact N-termini. Our data indicates that the Mpro dimerization is triggered by induced fit due to covalent linkage during substrate processing rather than the N-terminal processing.


Subject(s)
Coronavirus 3C Proteases , SARS-CoV-2 , Antiviral Agents , Protease Inhibitors/pharmacology , SARS-CoV-2/enzymology , Coronavirus 3C Proteases/chemistry
17.
J Biol Chem ; 299(2): 102790, 2023 02.
Article in English | MEDLINE | ID: mdl-36509143

ABSTRACT

3-Chymotrypsin-like protease (3CLpro) is a promising drug target for coronavirus disease 2019 and related coronavirus diseases because of the essential role of this protease in processing viral polyproteins after infection. Understanding the detailed catalytic mechanism of 3CLpro is essential for designing effective inhibitors of infection by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Molecular dynamics studies have suggested pH-dependent conformational changes of 3CLpro, but experimental pH profiles of SARS-CoV-2 3CLpro and analyses of the conserved active-site histidine residues have not been reported. In this work, pH-dependence studies of the kinetic parameters of SARS-CoV-2 3CLpro revealed a bell-shaped pH profile with 2 pKa values (6.9 ± 0.1 and 9.4 ± 0.1) attributable to ionization of the catalytic dyad His41 and Cys145, respectively. Our investigation of the roles of conserved active-site histidines showed that different amino acid substitutions of His163 produced inactive enzymes, indicating a key role of His163 in maintaining catalytically active SARS-CoV-2 3CLpro. By contrast, the H164A and H172A mutants retained 75% and 26% of the activity of WT, respectively. The alternative amino acid substitutions H172K and H172R did not recover the enzymatic activity, whereas H172Y restored activity to a level similar to that of the WT enzyme. The pH profiles of H164A, H172A, and H172Y were similar to those of the WT enzyme, with comparable pKa values for the catalytic dyad. Taken together, the experimental data support a general base mechanism of SARS-CoV-2 3CLpro and indicate that the neutral states of the catalytic dyad and active-site histidine residues are required for maximum enzyme activity.


Subject(s)
Biocatalysis , Coronavirus 3C Proteases , Histidine , SARS-CoV-2 , Humans , Histidine/genetics , Histidine/metabolism , Hydrogen-Ion Concentration , SARS-CoV-2/enzymology , Coronavirus 3C Proteases/antagonists & inhibitors , Coronavirus 3C Proteases/chemistry , Coronavirus 3C Proteases/genetics , Coronavirus 3C Proteases/metabolism , Catalytic Domain , Kinetics , Amino Acid Substitution
18.
Sci Rep ; 12(1): 21037, 2022 12 05.
Article in English | MEDLINE | ID: mdl-36470873

ABSTRACT

Targeted covalent inhibition represents one possible strategy to block the function of SARS-CoV-2 Main Protease (MPRO), an enzyme that plays a critical role in the replication of the novel SARS-CoV-2. Toward the design of covalent inhibitors, we built a covalent inhibitor dataset using deep learning models followed by high throughput virtual screening of these candidates against MPRO. Two top-ranking inhibitors were selected for mechanistic investigations-one with an activated ester warhead that has a piperazine core and the other with an acrylamide warhead. Specifically, we performed a detailed analysis of the free energetics of covalent inhibition by hybrid quantum mechanics/molecular mechanics simulations. Cleavage of a fragment of the non-structured protein (NSP) from the SARS-CoV-2 genome was also simulated for reference. Simulations show that both candidates form more stable enzyme-inhibitor (E-I) complexes than the chosen NSP. It was found that both the NSP fragment and the activated ester inhibitor react with CYS145 of MPRO in a concerted manner, whereas the acrylamide inhibitor follows a stepwise mechanism. Most importantly, the reversible reaction and the subsequent hydrolysis reaction from E-I complexes are less probable when compared to the reactions with an NSP fragment, showing promise for these candidates to be the base for efficient MPRO inhibitors.


Subject(s)
Antiviral Agents , COVID-19 Drug Treatment , Coronavirus 3C Proteases , Protease Inhibitors , SARS-CoV-2 , Humans , Acrylamides , Antiviral Agents/chemistry , Antiviral Agents/pharmacology , Esters , Molecular Docking Simulation , Protease Inhibitors/chemistry , Protease Inhibitors/pharmacology , SARS-CoV-2/drug effects , Coronavirus 3C Proteases/antagonists & inhibitors , Coronavirus 3C Proteases/chemistry
19.
J Mol Biol ; 434(24): 167876, 2022 12 30.
Article in English | MEDLINE | ID: mdl-36334779

ABSTRACT

We recently demonstrated that inhibitor binding reorganizes the oxyanion loop of a monomeric catalytic domain of SARS CoV-2 main protease (MPro) from an unwound (E) to a wound (active, E*) conformation, independent of dimerization. Here we assess the effect of the flanking N-terminal residues, to imitate the MPro precursor prior to its autoprocessing, on conformational equilibria rendering stability and inhibitor binding. Thermal denaturation (Tm) of C145A mutant, unlike H41A, increases by 6.8 °C, relative to wild-type mature dimer. An inactivating H41A mutation to maintain a miniprecursor containing TSAVL[Q or E] of the flanking nsp4 sequence in an intact form [(-6)MProH41A and (-6*)MProH41A, respectively], and its corresponding mature MProH41A were systematically examined. While the H41A mutation exerts negligible effect on Tm and dimer dissociation constant (Kdimer) of MProH41A, relative to the wild type MPro, both miniprecursors show a 4-5 °C decrease in Tm and > 85-fold increase in Kdimer as compared to MProH41A. The Kd for the binding of the covalent inhibitor GC373 to (-6*)MProH41A increases ∼12-fold, relative to MProH41A, concomitant with its dimerization. While the inhibitor-free dimer exhibits a state in transit from E to E* with a conformational asymmetry of the protomers' oxyanion loops and helical domains, inhibitor binding restores the asymmetry to mature-like oxyanion loop conformations (E*) but not of the helical domains. Disorder of the terminal residues 1-2 and 302-306 observed in both structures suggest that N-terminal autoprocessing is tightly coupled to the E-E* equilibrium and stable dimer formation.


Subject(s)
Coronavirus 3C Proteases , Coronavirus Protease Inhibitors , SARS-CoV-2 , Humans , Catalytic Domain , Crystallography, X-Ray , SARS-CoV-2/drug effects , SARS-CoV-2/enzymology , Coronavirus 3C Proteases/chemistry , Coronavirus 3C Proteases/genetics , Protein Stability , Mutation , Coronavirus Protease Inhibitors/chemistry
20.
J Med Chem ; 65(17): 11840-11853, 2022 09 08.
Article in English | MEDLINE | ID: mdl-36073068

ABSTRACT

Site-selective lysine modification of peptides and proteins in aqueous solutions or in living cells is still a big challenge today. Here, we report a novel strategy to selectively quinolylate lysine residues of peptides and proteins under native conditions without any catalysts using our newly developed water-soluble zoliniums. The zoliniums could site-selectively quinolylate K350 of bovine serum albumin and inactivate SARS-CoV-2 3CLpro via covalently modifying two highly conserved lysine residues (K5 and K61). In living HepG2 cells, it was demonstrated that the simple zoliniums (5b and 5B) could quinolylate protein lysine residues mainly in the nucleus, cytosol, and cytoplasm, while the zolinium-fluorophore hybrid (8) showed specific lysosome-imaging ability. The specific chemoselectivity of the zoliniums for lysine was validated by a mixture of eight different amino acids, different peptides bearing potential reactive residues, and quantum chemistry calculations. This study offers a new way to design and develop lysine-targeted covalent ligands for specific application.


Subject(s)
Lysine , Peptides , Coronavirus 3C Proteases/chemistry , Lysine/chemistry , Peptides/chemistry , SARS-CoV-2/enzymology , Serum Albumin, Bovine/chemistry , Water/chemistry
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