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1.
Sci Rep ; 14(1): 9262, 2024 04 22.
Article in English | MEDLINE | ID: mdl-38649402

ABSTRACT

Hepatitis B and C viruses (HBV and HCV) are significant causes of chronic liver diseases, with approximately 350 million infections globally. To accelerate the finding of effective treatment options, we introduce HBCVTr, a novel ligand-based drug design (LBDD) method for predicting the inhibitory activity of small molecules against HBV and HCV. HBCVTr employs a hybrid model consisting of double encoders of transformers and a deep neural network to learn the relationship between small molecules' simplified molecular-input line-entry system (SMILES) and their antiviral activity against HBV or HCV. The prediction accuracy of HBCVTr has surpassed baseline machine learning models and existing methods, with R-squared values of 0.641 and 0.721 for the HBV and HCV test sets, respectively. The trained models were successfully applied to virtual screening against 10 million compounds within 240 h, leading to the discovery of the top novel inhibitor candidates, including IJN04 for HBV and IJN12 and IJN19 for HCV. Molecular docking and dynamics simulations identified IJN04, IJN12, and IJN19 target proteins as the HBV core antigen, HCV NS5B RNA-dependent RNA polymerase, and HCV NS3/4A serine protease, respectively. Overall, HBCVTr offers a new and rapid drug discovery and development screening method targeting HBV and HCV.


Subject(s)
Antiviral Agents , Hepacivirus , Hepatitis B virus , Molecular Docking Simulation , Neural Networks, Computer , Antiviral Agents/pharmacology , Antiviral Agents/chemistry , Hepatitis B virus/drug effects , Hepacivirus/drug effects , Humans , Drug Design , Viral Nonstructural Proteins/metabolism , Viral Nonstructural Proteins/antagonists & inhibitors , Hepatitis B/virology , Hepatitis B/drug therapy , Ligands , Molecular Dynamics Simulation , Hepatitis C/drug therapy , Hepatitis C/virology
2.
J Biol Chem ; 299(11): 105341, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37832873

ABSTRACT

The emergence of severe acute respiratory syndrome coronavirus 2, the causative agent of coronavirus disease 2019, has resulted in the largest pandemic in recent history. Current therapeutic strategies to mitigate this disease have focused on the development of vaccines and on drugs that inhibit the viral 3CL protease or RNA-dependent RNA polymerase enzymes. A less-explored and potentially complementary drug target is Nsp15, a uracil-specific RNA endonuclease that shields coronaviruses and other nidoviruses from mammalian innate immune defenses. Here, we perform a high-throughput screen of over 100,000 small molecules to identify Nsp15 inhibitors. We characterize the potency, mechanism, selectivity, and predicted binding mode of five lead compounds. We show that one of these, IPA-3, is an irreversible inhibitor that might act via covalent modification of Cys residues within Nsp15. Moreover, we demonstrate that three of these inhibitors (hexachlorophene, IPA-3, and CID5675221) block severe acute respiratory syndrome coronavirus 2 replication in cells at subtoxic doses. This study provides a pipeline for the identification of Nsp15 inhibitors and pinpoints lead compounds for further development against coronavirus disease 2019 and related coronavirus infections.


Subject(s)
Antiviral Agents , Endoribonucleases , SARS-CoV-2 , Viral Nonstructural Proteins , Antiviral Agents/pharmacology , Endoribonucleases/antagonists & inhibitors , SARS-CoV-2/drug effects , SARS-CoV-2/enzymology , Viral Nonstructural Proteins/antagonists & inhibitors , Virus Replication/drug effects
3.
Nature ; 615(7953): 678-686, 2023 03.
Article in English | MEDLINE | ID: mdl-36922586

ABSTRACT

Dengue is a major health threat and the number of symptomatic infections caused by the four dengue serotypes is estimated to be 96 million1 with annually around 10,000 deaths2. However, no antiviral drugs are available for the treatment or prophylaxis of dengue. We recently described the interaction between non-structural proteins NS3 and NS4B as a promising target for the development of pan-serotype dengue virus (DENV) inhibitors3. Here we present JNJ-1802-a highly potent DENV inhibitor that blocks the NS3-NS4B interaction within the viral replication complex. JNJ-1802 exerts picomolar to low nanomolar in vitro antiviral activity, a high barrier to resistance and potent in vivo efficacy in mice against infection with any of the four DENV serotypes. Finally, we demonstrate that the small-molecule inhibitor JNJ-1802 is highly effective against viral infection with DENV-1 or DENV-2 in non-human primates. JNJ-1802 has successfully completed a phase I first-in-human clinical study in healthy volunteers and was found to be safe and well tolerated4. These findings support the further clinical development of JNJ-1802, a first-in-class antiviral agent against dengue, which is now progressing in clinical studies for the prevention and treatment of dengue.


Subject(s)
Antiviral Agents , Dengue Virus , Dengue , Primates , Viral Nonstructural Proteins , Animals , Humans , Mice , Antiviral Agents/adverse effects , Antiviral Agents/pharmacology , Antiviral Agents/therapeutic use , Clinical Trials, Phase I as Topic , Dengue/drug therapy , Dengue/prevention & control , Dengue/virology , Dengue Virus/classification , Dengue Virus/drug effects , Dose-Response Relationship, Drug , Drug Resistance, Viral , In Vitro Techniques , Molecular Targeted Therapy , Primates/virology , Protein Binding/drug effects , Viral Nonstructural Proteins/antagonists & inhibitors , Viral Nonstructural Proteins/metabolism , Virus Replication
4.
Front Cell Infect Microbiol ; 12: 896504, 2022.
Article in English | MEDLINE | ID: mdl-35967852

ABSTRACT

The gut microbiome profile of COVID-19 patients was found to correlate with a viral load of SARS-CoV-2, COVID-19 severity, and dysfunctional immune responses, suggesting that gut microbiota may be involved in anti-infection. In order to investigate the role of gut microbiota in anti-infection against SARS-CoV-2, we established a high-throughput in vitro screening system for COVID-19 therapeutics by targeting the endoribonuclease (Nsp15). We also evaluated the activity inhibition of the target by substances of intestinal origin, using a mouse model in an attempt to explore the interactions between gut microbiota and SARS-CoV-2. The results unexpectedly revealed that antibiotic treatment induced the appearance of substances with Nsp15 activity inhibition in the intestine of mice. Comprehensive analysis based on functional profiling of the fecal metagenomes and endoribonuclease assay of antibiotic-enriched bacteria and metabolites demonstrated that the Nsp15 inhibitors were the primary bile acids that accumulated in the gut as a result of antibiotic-induced deficiency of bile acid metabolizing microbes. This study provides a new perspective on the development of COVID-19 therapeutics using primary bile acids.


Subject(s)
Bile Acids and Salts , COVID-19 Drug Treatment , COVID-19 , Endoribonucleases , Gastrointestinal Microbiome , SARS-CoV-2 , Viral Nonstructural Proteins , Animals , Anti-Bacterial Agents/pharmacology , Bile Acids and Salts/physiology , COVID-19/physiopathology , Endoribonucleases/antagonists & inhibitors , Endoribonucleases/metabolism , Endoribonucleases/physiology , Gastrointestinal Microbiome/physiology , Mice , Viral Nonstructural Proteins/antagonists & inhibitors , Viral Nonstructural Proteins/metabolism , Viral Nonstructural Proteins/physiology
5.
ACS Infect Dis ; 8(8): 1533-1542, 2022 08 12.
Article in English | MEDLINE | ID: mdl-35822715

ABSTRACT

SARS-CoV-2 non-structural protein 13 (nsp13) is a highly conserved helicase and RNA 5'-triphosphatase. It uses the energy derived from the hydrolysis of nucleoside triphosphates for directional movement along the nucleic acids and promotes the unwinding of double-stranded nucleic acids. Nsp13 is essential for replication and propagation of all human and non-human coronaviruses. Combined with its defined nucleotide binding site and druggability, nsp13 is one of the most promising candidates for the development of pan-coronavirus therapeutics. Here, we report the development and optimization of bioluminescence assays for kinetic characterization of nsp13 ATPase activity in the presence and absence of single-stranded DNA. Screening of a library of 5000 small molecules in the presence of single-stranded DNA resulted in the discovery of six nsp13 small-molecule inhibitors with IC50 values ranging from 6 ± 0.5 to 50 ± 6 µM. In addition to providing validated methods for high-throughput screening of nsp13 in drug discovery campaigns, the reproducible screening hits we present here could potentially be chemistry starting points toward the development of more potent and selective nsp13 inhibitors, enabling the discovery of antiviral therapeutics.


Subject(s)
Methyltransferases/metabolism , RNA Helicases/metabolism , SARS-CoV-2/chemistry , Viral Nonstructural Proteins/metabolism , Adenosine Triphosphatases , COVID-19/virology , DNA, Single-Stranded , Humans , Methyltransferases/antagonists & inhibitors , Nucleic Acids/metabolism , RNA Helicases/antagonists & inhibitors , SARS-CoV-2/physiology , Viral Nonstructural Proteins/antagonists & inhibitors
6.
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
7.
Antiviral Res ; 204: 105364, 2022 08.
Article in English | MEDLINE | ID: mdl-35716929

ABSTRACT

Viral exoribonucleases are uncommon in the world of RNA viruses. To date, they have only been identified in the Arenaviridae and the Coronaviridae families. The exoribonucleases of these viruses play a crucial role in the pathogenicity and interplay with host innate immune response. Moreover, coronaviruses exoribonuclease is also involved in a proofreading mechanism ensuring the genetic stability of the viral genome. Because of their key roles in virus life cycle, they constitute attractive target for drug design. Here we developed a sensitive, robust and reliable fluorescence polarization assay to measure the exoribonuclease activity and its inhibition in vitro. The effectiveness of the method was validated on three different viral exoribonucleases, including SARS-CoV-2, Lymphocytic Choriomeningitis and Machupo viruses. We performed a screening of a focused library consisting of 113 metal chelators. Hit compounds were recovered with an IC50 at micromolar level. We confirmed 3 hits in SARS-CoV-2 infected Vero-E6 cells.


Subject(s)
Antiviral Agents , Arenavirus , Exoribonucleases , SARS-CoV-2 , Animals , Antiviral Agents/pharmacology , Arenavirus/drug effects , Chlorocebus aethiops , Exoribonucleases/antagonists & inhibitors , Fluorescence Polarization , SARS-CoV-2/drug effects , Vero Cells , Viral Nonstructural Proteins/antagonists & inhibitors
8.
J Med Chem ; 65(9): 6555-6572, 2022 05 12.
Article in English | MEDLINE | ID: mdl-35475620

ABSTRACT

Zika virus (ZIKV) is a human pathogenic arbovirus. So far, neither a specific treatment nor a vaccination against ZIKV infections has been approved. Starting from our previously described lead structure, a series of 29 new macrocyclic inhibitors of the Zika virus protease containing different linker motifs have been synthesized. By selecting hydrophobic d-amino acids as part of the linker, numerous inhibitors with Ki values < 5 nM were obtained. For 12 inhibitors, crystal structures in complex with the ZIKV protease up to 1.30 Å resolution were determined, which contribute to the understanding of the observed structure-activity relationship (SAR). In immunofluorescence assays, an antiviral effect was observed for compound 26 containing a d-homocyclohexylalanine residue in its linker segment. Due to its excellent selectivity profile and low cytotoxicity, this inhibitor scaffold could be a suitable starting point for the development of peptidic drugs against the Zika virus and related flaviviruses.


Subject(s)
Zika Virus Infection , Zika Virus , Antiviral Agents/chemistry , Antiviral Agents/pharmacology , Humans , Peptide Hydrolases/metabolism , Protease Inhibitors/chemistry , Protease Inhibitors/pharmacology , Viral Nonstructural Proteins/antagonists & inhibitors , Zika Virus/drug effects , Zika Virus/enzymology , Zika Virus Infection/drug therapy
9.
Molecules ; 27(7)2022 Mar 31.
Article in English | MEDLINE | ID: mdl-35408684

ABSTRACT

As a continuation of our earlier work against SARS-CoV-2, seven FDA-approved drugs were designated as the best SARS-CoV-2 nsp16-nsp10 2'-o-methyltransferase (2'OMTase) inhibitors through 3009 compounds. The in silico inhibitory potential of the examined compounds against SARS-CoV-2 nsp16-nsp10 2'-o-methyltransferase (PDB ID: (6W4H) was conducted through a multi-step screening approach. At the beginning, molecular fingerprints experiment with SAM (S-Adenosylmethionine), the co-crystallized ligand of the targeted enzyme, unveiled the resemblance of 147 drugs. Then, a structural similarity experiment recommended 26 compounds. Therefore, the 26 compounds were docked against 2'OMTase to reveal the potential inhibitory effect of seven promising compounds (Protirelin, (1187), Calcium folinate (1913), Raltegravir (1995), Regadenoson (2176), Ertapenem (2396), Methylergometrine (2532), and Thiamine pyrophosphate hydrochloride (2612)). Out of the docked ligands, Ertapenem (2396) showed an ideal binding mode like that of the co-crystallized ligand (SAM). It occupied all sub-pockets of the active site and bound the crucial amino acids. Accordingly, some MD simulation experiments (RMSD, RMSF, Rg, SASA, and H-bonding) have been conducted for the 2'OMTase-Ertapenem complex over 100 ns. The performed MD experiments verified the correct binding mode of Ertapenem against 2'OMTase exhibiting low energy and optimal dynamics. Finally, MM-PBSA studies indicated that Ertapenem bonded advantageously to the targeted protein with a free energy value of -43 KJ/mol. Furthermore, the binding free energy analysis revealed the essential amino acids of 2'OMTase that served positively to the binding. The achieved results bring hope to find a treatment for COVID-19 via in vitro and in vivo studies for the pointed compounds.


Subject(s)
Methyltransferases , SARS-CoV-2 , Viral Nonstructural Proteins , Viral Regulatory and Accessory Proteins , Ertapenem/pharmacology , Ligands , Methyltransferases/antagonists & inhibitors , Molecular Docking Simulation , Molecular Dynamics Simulation , S-Adenosylmethionine/chemistry , SARS-CoV-2/drug effects , Viral Nonstructural Proteins/antagonists & inhibitors , Viral Regulatory and Accessory Proteins/antagonists & inhibitors
10.
J Med Chem ; 65(8): 6231-6249, 2022 04 28.
Article in English | MEDLINE | ID: mdl-35439007

ABSTRACT

Enzymes involved in RNA capping of SARS-CoV-2 are essential for the stability of viral RNA, translation of mRNAs, and virus evasion from innate immunity, making them attractive targets for antiviral agents. In this work, we focused on the design and synthesis of nucleoside-derived inhibitors against the SARS-CoV-2 nsp14 (N7-guanine)-methyltransferase (N7-MTase) that catalyzes the transfer of the methyl group from the S-adenosyl-l-methionine (SAM) cofactor to the N7-guanosine cap. Seven compounds out of 39 SAM analogues showed remarkable double-digit nanomolar inhibitory activity against the N7-MTase nsp14. Molecular docking supported the structure-activity relationships of these inhibitors and a bisubstrate-based mechanism of action. The three most potent inhibitors significantly stabilized nsp14 (ΔTm ≈ 11 °C), and the best inhibitor demonstrated high selectivity for nsp14 over human RNA N7-MTase.


Subject(s)
COVID-19 Drug Treatment , COVID-19 , SARS-CoV-2 , COVID-19/virology , Exoribonucleases/antagonists & inhibitors , Exoribonucleases/chemistry , Humans , Methyltransferases , Molecular Docking Simulation , RNA, Viral/genetics , S-Adenosylmethionine , SARS-CoV-2/drug effects , SARS-CoV-2/enzymology , Sulfonamides/pharmacology , Viral Nonstructural Proteins/antagonists & inhibitors , Viral Nonstructural Proteins/chemistry
11.
Biomolecules ; 12(4)2022 03 22.
Article in English | MEDLINE | ID: mdl-35454070

ABSTRACT

The merging of distinct computational approaches has become a powerful strategy for discovering new biologically active compounds. By using molecular modeling, significant efforts have recently resulted in the development of new molecules, demonstrating high efficiency in reducing the replication of severe acute respiratory coronavirus 2 (SARS-CoV-2), the agent responsible for the COVID-19 pandemic. We have focused our interest on non-structural protein Nsp13 (NTPase/helicase), as a crucial protein, embedded in the replication-transcription complex (RTC), that controls the virus life cycle. To assist in the identification of the most druggable surfaces of Nsps13, we applied a combination of four computational tools: FTMap, SiteMap, Fpocket and LigandScout. These software packages explored the binding sites for different three-dimensional structures of RTC complexes (PDB codes: 6XEZ, 7CXM, 7CXN), thus, detecting several hot spots, that were clustered to obtain ensemble consensus sites, through a combination of four different approaches. The comparison of data provided new insights about putative druggable sites that might be employed for further docking simulations on druggable surfaces of Nsps13, in a scenario of repurposing drugs.


Subject(s)
Antiviral Agents , RNA Helicases , SARS-CoV-2 , Viral Nonstructural Proteins , Antiviral Agents/chemistry , Binding Sites , COVID-19 , Humans , Pandemics , RNA Helicases/antagonists & inhibitors , SARS-CoV-2/drug effects , Viral Nonstructural Proteins/antagonists & inhibitors
12.
Sci Rep ; 12(1): 3860, 2022 03 09.
Article in English | MEDLINE | ID: mdl-35264667

ABSTRACT

Non-structural protein 15 (Nsp15) of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) forms a homo hexamer and functions as an endoribonuclease. Here, we propose that Nsp15 activity may be inhibited by preventing its hexamerization through drug binding. We first explored the stable conformation of the Nsp15 monomer as the global free energy minimum conformation in the free energy landscape using a combination of parallel cascade selection molecular dynamics (PaCS-MD) and the Markov state model (MSM), and found that the Nsp15 monomer forms a more open conformation with larger druggable pockets on the surface. Targeting the pockets with high druggability scores, we conducted ligand docking and identified compounds that tightly bind to the Nsp15 monomer. The top poses with Nsp15 were subjected to binding free energy calculations by dissociation PaCS-MD and MSM (dPaCS-MD/MSM), indicating the stability of the complexes. One of the identified pockets, which is distinctively bound by inosine analogues, may be an alternative binding site to stabilize viral RNA binding and/or an alternative catalytic site. We constructed a stable RNA structure model bound to both UTP and alternative binding sites, providing a reasonable proposed model of the Nsp15/RNA complex.


Subject(s)
Endoribonucleases/metabolism , RNA, Viral/chemistry , SARS-CoV-2/metabolism , Viral Nonstructural Proteins/metabolism , Antiviral Agents/chemistry , Antiviral Agents/metabolism , Binding Sites , COVID-19/pathology , COVID-19/virology , Endoribonucleases/antagonists & inhibitors , Humans , Markov Chains , Molecular Docking Simulation , Molecular Dynamics Simulation , Nucleic Acid Conformation , Protein Multimerization , SARS-CoV-2/genetics , SARS-CoV-2/isolation & purification , Static Electricity , Viral Nonstructural Proteins/antagonists & inhibitors
13.
Bioorg Med Chem ; 57: 116631, 2022 03 01.
Article in English | MEDLINE | ID: mdl-35123179

ABSTRACT

Zika virus (ZIKV) is a member of the Flaviviridae family that can cause neurological disorders and congenital malformations. The NS2B-NS3 viral serine protease is an attractive target for the development of new antiviral agents against ZIKV. We report here a SAR study on a series of substrate-like linear tripeptides that inhibit in a non-covalent manner the NS2B-NS3 protease. Optimization of the residues at positions P1, P2, P3 and of the N-terminal and C-terminal portions of the tripeptide allowed the identification of inhibitors with sub-micromolar potency with phenylglycine as arginine-mimicking group and benzylamide as C-terminal fragment. Further SAR exploration and application of these structural changes to a series of peptides having a 4-substituted phenylglycine residue at the P1 position led to potent compounds showing double digit nanomolar inhibition of the Zika protease (IC50 = 30 nM) with high selectivity against trypsin-like proteases and the proteases of other flavivirus, such as Dengue 2 virus (DEN2V) and West Nile virus (WNV).


Subject(s)
Antiviral Agents/pharmacology , Peptides/pharmacology , Protease Inhibitors/pharmacology , Viral Nonstructural Proteins/antagonists & inhibitors , Zika Virus/drug effects , Antiviral Agents/chemical synthesis , Antiviral Agents/chemistry , Dengue Virus/drug effects , Dose-Response Relationship, Drug , Humans , Microbial Sensitivity Tests , Molecular Structure , Peptides/chemical synthesis , Peptides/chemistry , Protease Inhibitors/chemical synthesis , Protease Inhibitors/chemistry , RNA Helicases/antagonists & inhibitors , RNA Helicases/metabolism , Serine Endopeptidases/metabolism , Structure-Activity Relationship , Viral Nonstructural Proteins/metabolism , West Nile virus/drug effects , Zika Virus/enzymology
14.
J Food Biochem ; 46(5): e14085, 2022 05.
Article in English | MEDLINE | ID: mdl-35128681

ABSTRACT

SARS-CoV-2 wreaks havoc around the world, triggering the COVID-19 pandemic. It has been confirmed that the endoribonuclease NSP15 is crucial to the viral replication, and thus identified as a potential drug target against COVID-19. The NSP15 protein was used as the target to conduct high-throughput virtual screening on 30,926 natural products from the NPASS database to identify potential NSP15 inhibitors. And 100 ns molecular dynamics simulations were performed on the NSP15 and NSP15-NPC198199 system. In all, 10 natural products with high docking scores with NSP15 protein were obtained, among which compound NPC198199 scored the highest. The analysis of the binding mode between NPC198199 and NSP15 found that NPC198199 would form H-bond interactions with multiple key residues at the catalytic site. Subsequently, a series of post-dynamics simulation analyses (including RMSD, RMSF, PCA, DCCM, RIN, binding free energy, and H-bond occupancy) were performed to further explore inhibitory mechanism of compound NPC198199 on NSP15 protein at the molecular level. The research strongly indicates that the 10 natural compounds screened can be used as potential inhibitors of NSP15, and provides valuable information for the subsequent drug discovery of anti-SARS-CoV-2. PRACTICAL APPLICATIONS: Natural products play an important role in the treatment of many difficult diseases. In this study, high-throughput virtual screening technology was used to screen the natural product database to obtain potential inhibitors against endoribonuclease NSP15. The binding mechanism between natural products and NSP15 was investigated at the molecular level by molecular dynamics technology so that it is expected to become candidate drugs for the treatment of SARS-CoV-2. We hope that our research can provide new clue to combat COVID-19 and overcome the epidemic situation as soon as possible.


Subject(s)
Antiviral Agents , Biological Products , Endoribonucleases , SARS-CoV-2 , Viral Nonstructural Proteins , Antiviral Agents/chemistry , Antiviral Agents/pharmacology , Biological Products/pharmacology , Endoribonucleases/antagonists & inhibitors , Humans , Molecular Docking Simulation , Molecular Dynamics Simulation , SARS-CoV-2/drug effects , Viral Nonstructural Proteins/antagonists & inhibitors , COVID-19 Drug Treatment
15.
Commun Biol ; 5(1): 154, 2022 02 22.
Article in English | MEDLINE | ID: mdl-35194144

ABSTRACT

SARS-CoV-2 has an exonuclease-based proofreader, which removes nucleotide inhibitors such as Remdesivir that are incorporated into the viral RNA during replication, reducing the efficacy of these drugs for treating COVID-19. Combinations of inhibitors of both the viral RNA-dependent RNA polymerase and the exonuclease could overcome this deficiency. Here we report the identification of hepatitis C virus NS5A inhibitors Pibrentasvir and Ombitasvir as SARS-CoV-2 exonuclease inhibitors. In the presence of Pibrentasvir, RNAs terminated with the active forms of the prodrugs Sofosbuvir, Remdesivir, Favipiravir, Molnupiravir and AT-527 were largely protected from excision by the exonuclease, while in the absence of Pibrentasvir, there was rapid excision. Due to its unique structure, Tenofovir-terminated RNA was highly resistant to exonuclease excision even in the absence of Pibrentasvir. Viral cell culture studies also demonstrate significant synergy using this combination strategy. This study supports the use of combination drugs that inhibit both the SARS-CoV-2 polymerase and exonuclease for effective COVID-19 treatment.


Subject(s)
Antiviral Agents/pharmacology , COVID-19 Drug Treatment , Exonucleases/antagonists & inhibitors , RNA-Dependent RNA Polymerase/antagonists & inhibitors , SARS-CoV-2/drug effects , Viral Nonstructural Proteins/antagonists & inhibitors , Amino Acid Sequence , Anilides/pharmacology , Animals , Base Sequence , Benzimidazoles/pharmacology , COVID-19/virology , Cell Line, Tumor , Chlorocebus aethiops , Drug Synergism , Exonucleases/genetics , Exonucleases/metabolism , Humans , Proline/pharmacology , Pyrrolidines/pharmacology , RNA, Viral/genetics , RNA, Viral/metabolism , RNA-Dependent RNA Polymerase/genetics , RNA-Dependent RNA Polymerase/metabolism , SARS-CoV-2/genetics , SARS-CoV-2/physiology , Valine/pharmacology , Vero Cells , Viral Nonstructural Proteins/genetics , Viral Nonstructural Proteins/metabolism , Virus Replication/drug effects , Virus Replication/genetics
16.
Molecules ; 27(3)2022 Jan 20.
Article in English | MEDLINE | ID: mdl-35163918

ABSTRACT

The spread of the Dengue virus over the world, as well as multiple outbreaks of different serotypes, has resulted in a large number of deaths and a medical emergency, as no viable medications to treat Dengue virus patients have yet been found. In this paper, we provide an in silico virtual screening and molecular dynamics-based analysis to uncover efficient Dengue infection inhibitors. Based on a Google search and literature mining, a large phytochemical library was generated and employed as ligand molecules. In this investigation, the protein target NS2B/NS3 from Dengue was employed, and around 27 compounds were evaluated in a docking study. Phellodendroside (-63 kcal/mole), quercimeritrin (-59.5 kcal/mole), and quercetin-7-O-rutinoside (-54.1 kcal/mole) were chosen based on their binding free energy in MM-GBSA. The tested compounds generated numerous interactions at Lys74, Asn152, and Gln167 residues in the active regions of NS2B/NS3, which is needed for the protein's inhibition. As a result, the stable mode of docked complexes is defined by various descriptors from molecular dynamics simulations, such as RMSD, SASA, Rg, RMSF, and hydrogen bond. The pharmacological properties of the compounds were also investigated, and no toxicity was found in computational ADMET properties calculations. As a result, this computational analysis may aid fellow researchers in developing innovative Dengue virus inhibitors.


Subject(s)
Antiviral Agents/pharmacology , Dengue Virus/drug effects , Dengue/drug therapy , Molecular Docking Simulation , Molecular Dynamics Simulation , Phytochemicals/pharmacology , Protease Inhibitors/pharmacology , Dengue/pathology , Dengue/virology , High-Throughput Screening Assays , Humans , Serine Endopeptidases/chemistry , Viral Nonstructural Proteins/antagonists & inhibitors
17.
Molecules ; 27(3)2022 Feb 05.
Article in English | MEDLINE | ID: mdl-35164341

ABSTRACT

Terminalia chebula Retz. forms a key component of traditional folk medicine and is also reported to possess antihepatitis C virus (HCV) and immunomodulatory activities. However, information on the intermolecular interactions of phytochemicals from this plant with HCV and human proteins are yet to be established. Thus, by this current study, we investigated the HCV NS3/4A inhibitory and host immune-modulatory activity of phytocompounds from T. chebula through in silico strategies involving network pharmacology and structural bioinformatics techniques. To start with, the phytochemical dataset of T. chebula was curated from biological databases and the published literature. Further, the target ability of the phytocompounds was predicted using BindingDB for both HCV NS3/4A and other probable host targets involved in the immune system. Further, the identified targets were docked to the phytochemical dataset using AutoDock Vina executed through the POAP pipeline. The resultant docked complexes with significant binding energy were subjected to 50 ns molecular dynamics (MD) simulation in order to infer the stability of complex formation. During network pharmacology analysis, the gene set pathway enrichment of host targets was performed using the STRING and Reactome pathway databases. Further, the biological network among compounds, proteins, and pathways was constructed using Cytoscape 3.6.1. Furthermore, the druglikeness, side effects, and toxicity of the phytocompounds were also predicted using the MolSoft, ADVERpred, and PreADMET methods, respectively. Out of 41 selected compounds, 10 were predicted to target HCV NS3/4A and also to possess druglike and nontoxic properties. Among these 10 molecules, Chebulagic acid and 1,2,3,4,6-Pentagalloyl glucose exhibited potent HCV NS3/4A inhibitory activity, as these scored a lowest binding energy (BE) of -8.6 kcal/mol and -7.7 kcal/mol with 11 and 20 intermolecular interactions with active site residues, respectively. These findings are highly comparable with Asunaprevir (known inhibitor of HCV NS3/4A), which scored a BE of -7.4 kcal/mol with 20 key intermolecular interactions. MD studies also strongly suggest that chebulagic acid and 1,2,3,4,6-Pentagalloyl glucose as promising leads, as these molecules showed stable binding during 50 ns of production run. Further, the gene set enrichment and network analysis of 18 protein targets prioritized 10 compounds and were predicted to potentially modulate the host immune system, hemostasis, cytokine levels, interleukins signaling pathways, and platelet aggregation. On overall analysis, this present study predicts that tannins from T. chebula have a potential HCV NS3/4A inhibitory and host immune-modulatory activity. However, further experimental studies are required to confirm the efficacies.


Subject(s)
Antiviral Agents/pharmacology , Hepacivirus/enzymology , Serine Proteases/chemistry , Serine Proteases/metabolism , Tannins/pharmacology , Terminalia/chemistry , Viral Nonstructural Proteins/chemistry , Viral Nonstructural Proteins/metabolism , Antiviral Agents/adverse effects , Antiviral Agents/chemistry , Benzopyrans/pharmacology , Catalytic Domain , Computer Simulation , Glucosides/pharmacology , Hepacivirus/drug effects , Hydrolyzable Tannins/pharmacology , Models, Molecular , Molecular Docking Simulation , Molecular Dynamics Simulation , Network Pharmacology , Plant Extracts/pharmacology , Protein Binding , Protein Conformation , Tannins/adverse effects , Tannins/chemistry , Viral Nonstructural Proteins/antagonists & inhibitors
18.
J Enzyme Inhib Med Chem ; 37(1): 563-572, 2022 Dec.
Article in English | MEDLINE | ID: mdl-35012384

ABSTRACT

On account of its crucial role in the virus life cycle, SARS-COV-2 NSP13 helicase enzyme was exploited as a promising target to identify a novel potential inhibitor using multi-stage structure-based drug discovery approaches. Firstly, a 3D pharmacophore was generated based on the collected data from a protein-ligand interaction fingerprint (PLIF) study using key interactions between co-crystallised fragments and the NSP13 helicase active site. The ZINC database was screened through the generated 3D-pharmacophore retrieving 13 potential hits. All the retrieved hits exceeded the benchmark score of the co-crystallised fragments at the molecular docking step and the best five-hit compounds were selected for further analysis. Finally, a combination between molecular dynamics simulations and MM-PBSA based binding free energy calculations was conducted on the best hit (compound FWM-1) bound to NSP13 helicase enzyme, which identified FWM-1 as a potential potent NSP13 helicase inhibitor with binding free energy equals -328.6 ± 9.2 kcal/mol.


Subject(s)
COVID-19 Drug Treatment , Drug Discovery , Exoribonucleases/antagonists & inhibitors , High-Throughput Screening Assays/methods , Molecular Docking Simulation , SARS-CoV-2/drug effects , Viral Nonstructural Proteins/antagonists & inhibitors , COVID-19/virology , Catalytic Domain , Humans , Ligands , Molecular Dynamics Simulation , Quantitative Structure-Activity Relationship
19.
PLoS One ; 17(1): e0262194, 2022.
Article in English | MEDLINE | ID: mdl-35073345

ABSTRACT

Tomato zonate spot virus (TZSV), a member of the genus orthotospovirus, causes severe damage to vegetables and ornamental crops in southwest China. The NSs protein is an RNA silencing suppressor in various orthotospovirus like TZSV, but its mechanism and role in virus infection are poorly understood. Here, we observed that an NSs-GFP fusion protein was transiently expressed on the plasma membrane and Golgi bodies in Nicotiana benthamiana plants. The TZSV NSs gene was silenced and infiltrated into N. benthamiana and N. tabacum cv. K326. RT-qPCR and Indirect enzyme-linked immunosorbent assay (ID-ELISA) showed that the transcription and the protein expression of the NSs gene were inhibited by more than 90.00%, and the symptoms on silenced plants were alleviated. We also found that the expression of the Zingipain-2-like gene significantly decreased when the NSs gene was silenced, resulting in co-localization of the NSs-GFP and the Zingipain-2-like-mCherry fusion protein. The findings of this study provide new insights into the mechanism of silencing suppression by NSs, as well as its effect on systemic virus infection, and also support the theory of disease resistance breeding and control and prevention of TZSV in the field.


Subject(s)
Tospovirus/metabolism , Viral Nonstructural Proteins/metabolism , Cell Membrane/metabolism , Gene Silencing , Golgi Apparatus/metabolism , Microscopy, Confocal , Plant Leaves/metabolism , Plant Proteins/genetics , Plant Proteins/metabolism , Recombinant Fusion Proteins/biosynthesis , Recombinant Fusion Proteins/genetics , Viral Nonstructural Proteins/antagonists & inhibitors , Viral Nonstructural Proteins/genetics
20.
Nucleic Acids Res ; 50(3): 1484-1500, 2022 02 22.
Article in English | MEDLINE | ID: mdl-35037045

ABSTRACT

The SARS-CoV-2 coronavirus is the causal agent of the current global pandemic. SARS-CoV-2 belongs to an order, Nidovirales, with very large RNA genomes. It is proposed that the fidelity of coronavirus (CoV) genome replication is aided by an RNA nuclease complex, comprising the non-structural proteins 14 and 10 (nsp14-nsp10), an attractive target for antiviral inhibition. Our results validate reports that the SARS-CoV-2 nsp14-nsp10 complex has RNase activity. Detailed functional characterization reveals nsp14-nsp10 is a versatile nuclease capable of digesting a wide variety of RNA structures, including those with a blocked 3'-terminus. Consistent with a role in maintaining viral genome integrity during replication, we find that nsp14-nsp10 activity is enhanced by the viral RNA-dependent RNA polymerase complex (RdRp) consisting of nsp12-nsp7-nsp8 (nsp12-7-8) and demonstrate that this stimulation is mediated by nsp8. We propose that the role of nsp14-nsp10 in maintaining replication fidelity goes beyond classical proofreading by purging the nascent replicating RNA strand of a range of potentially replication-terminating aberrations. Using our developed assays, we identify drug and drug-like molecules that inhibit nsp14-nsp10, including the known SARS-CoV-2 major protease (Mpro) inhibitor ebselen and the HIV integrase inhibitor raltegravir, revealing the potential for multifunctional inhibitors in COVID-19 treatment.


Subject(s)
Antiviral Agents/pharmacology , Drug Evaluation, Preclinical , Exoribonucleases/metabolism , Genome, Viral/genetics , Genomic Instability , SARS-CoV-2/enzymology , SARS-CoV-2/genetics , Viral Nonstructural Proteins/metabolism , Viral Regulatory and Accessory Proteins/metabolism , Coronavirus RNA-Dependent RNA Polymerase/metabolism , Exoribonucleases/antagonists & inhibitors , Genome, Viral/drug effects , Genomic Instability/drug effects , Genomic Instability/genetics , HIV Integrase Inhibitors/pharmacology , Isoindoles/pharmacology , Multienzyme Complexes/antagonists & inhibitors , Multienzyme Complexes/metabolism , Organoselenium Compounds/pharmacology , RNA, Viral/biosynthesis , RNA, Viral/genetics , Raltegravir Potassium/pharmacology , SARS-CoV-2/drug effects , Viral Nonstructural Proteins/antagonists & inhibitors , Viral Regulatory and Accessory Proteins/antagonists & inhibitors , Virus Replication/drug effects , Virus Replication/genetics
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