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1.
J Chem Inf Model ; 63(10): 3005-3017, 2023 05 22.
Article in English | MEDLINE | ID: covidwho-2320623

ABSTRACT

BACKGROUND: Coronavirus disease-19 (COVID-19) pneumonia continues to spread in the entire globe with limited medication available. In this study, the active compounds in Chinese medicine (CM) recipes targeting the transmembrane serine protease 2 (TMPRSS2) protein for the treatment of COVID-19 were explored. METHODS: The conformational structure of TMPRSS2 protein (TMPS2) was built through homology modeling. A training set covering TMPS2 inhibitors and decoy molecules was docked to TMPS2, and their docking poses were re-scored with scoring schemes. A receiver operating characteristic (ROC) curve was applied to select the best scoring function. Virtual screening of the candidate compounds (CCDs) in the six highly effective CM recipes against TMPS2 was conducted based on the validated docking protocol. The potential CCDs after docking were subject to molecular dynamics (MD) simulations and surface plasmon resonance (SPR) experiment. RESULTS: A training set of 65 molecules were docked with modeled TMPS2 and LigScore2 with the highest area under the curve, AUC, value (0.886) after ROC analysis selected to best differentiate inhibitors from decoys. A total of 421 CCDs in the six recipes were successfully docked into TMPS2, and the top 16 CCDs with LigScore2 higher than the cutoff (4.995) were screened out. MD simulations revealed a stable binding between these CCDs and TMPS2 due to the negative binding free energy. Lastly, SPR experiments validated the direct combination of narirutin, saikosaponin B1, and rutin with TMPS2. CONCLUSIONS: Specific active compounds including narirutin, saikosaponin B1, and rutin in CM recipes potentially target and inhibit TMPS2, probably exerting a therapeutic effect on COVID-19.


Subject(s)
COVID-19 , Serine Proteinase Inhibitors , Humans , COVID-19 Drug Treatment , Medicine, Chinese Traditional , Molecular Docking Simulation , Molecular Dynamics Simulation , Rutin , Serine Endopeptidases/chemistry , Surface Plasmon Resonance , Serine Proteinase Inhibitors/pharmacology
2.
Talanta ; 263: 124678, 2023 Oct 01.
Article in English | MEDLINE | ID: covidwho-2320337

ABSTRACT

As a common antioxidant and nutritional fortifier in food chemistry, rutin has positive therapeutic effects against novel coronaviruses. Here, Ce-doped poly(3,4-ethylenedioxythiophene) (Ce-PEDOT) nanocomposites derived through cerium-based metal-organic framework (Ce-MOF) as a sacrificial template have been synthesized and successfully applied to electrochemical sensors. Due to the outstanding electrical conductivity of PEDOT and the high catalytic activity of Ce, the nanocomposites were used for the detection of rutin. The Ce-PEDOT/GCE sensor detects rutin over a linear range of 0.02-9 µM with the limit of detection of 14.7 nM (S/N = 3). Satisfactory results were obtained in the determination of rutin in natural food samples (buckwheat tea and orange). Moreover, the redox mechanism and electrochemical reaction sites of rutin were investigated by the CV curves of scan rate and density functional theory. This work is the first to demonstrate the combined PEDOT and Ce-MOF-derived materials as an electrochemical sensor to detect rutin, thus opening a new window for the application of the material in detection.


Subject(s)
Cerium , Metal-Organic Frameworks , Rutin , Polymers , Electrochemical Techniques/methods
3.
Molecules ; 27(19)2022 Sep 27.
Article in English | MEDLINE | ID: covidwho-2066276

ABSTRACT

The recent coronavirus disease (COVID-19) outbreak in Wuhan, China, has led to millions of infections and the death of approximately one million people. No targeted therapeutics are currently available, and only a few efficient treatment options are accessible. Many researchers are investigating active compounds from natural plant sources that may inhibit COVID-19 proliferation. Flavonoids are generally present in our diet, as well as traditional medicines and are effective against various diseases. Thus, here, we reviewed the potential of flavonoids against crucial proteins involved in the coronavirus infectious cycle. The fundamentals of coronaviruses, the structures of SARS-CoV-2, and the mechanism of its entry into the host's body have also been discussed. In silico studies have been successfully employed to study the interaction of flavonoids against COVID-19 Mpro, spike protein PLpro, and other interactive sites for its possible inhibition. Recent studies showed that many flavonoids such as hesperidin, amentoflavone, rutin, diosmin, apiin, and many other flavonoids have a higher affinity with Mpro and lower binding energy than currently used drugs such as hydroxylchloroquine, nelfinavir, ritonavir, and lopinavir. Thus, these compounds can be developed as specific therapeutic agents against COVID-19, but need further in vitro and in vivo studies to validate these compounds and pave the way for drug discovery.


Subject(s)
COVID-19 Drug Treatment , Diosmin , Hesperidin , Antiviral Agents/chemistry , Flavonoids/chemistry , Flavonoids/pharmacology , Humans , Lopinavir/chemistry , Molecular Docking Simulation , Nelfinavir , Ritonavir/chemistry , Ritonavir/pharmacology , Rutin , SARS-CoV-2 , Spike Glycoprotein, Coronavirus/metabolism
4.
ChemMedChem ; 17(11): e202200157, 2022 06 03.
Article in English | MEDLINE | ID: covidwho-1877578

ABSTRACT

The development of new therapeutic approaches for SARS-CoV-2 infections is of particular current importance. The combination therapy proposed here is based on already proven, safe and inexpensive compounds. The natural compound rutin, one of the six therapy components, has the potential to inhibit both viral and host cell targets. In addition, this therapy involves the use of acetylsalicylic acid, vitamin C and vitamin D3 , which should be administered together with calcium and magnesium. The importance of each component is briefly described in this article. Due to multiple anti-infective properties of rutin, it provides a basis for combating a SARS-CoV-2 infection as well as various viral and bacterial co-infections. There are strong indications for a good effect of this simple combination therapy, especially in the early stages of infection. It has the potential to be of interest both prophylactically and therapeutically, and offers the possibility of protection against severe disease progression.


Subject(s)
COVID-19 Drug Treatment , Antiviral Agents/pharmacology , Antiviral Agents/therapeutic use , Humans , Rutin/pharmacology , Rutin/therapeutic use , SARS-CoV-2
5.
Molecules ; 27(10)2022 May 16.
Article in English | MEDLINE | ID: covidwho-1875714

ABSTRACT

Natural origin molecules represent reliable and excellent sources to overcome some medicinal problems. The study of anticancer, anticoagulant, and antimicrobial activities of Thevetia peruviana latex were the aim of the current research. An investigation using high-performance liquid chromatography (HPLC) revealed that the major content of the flavonoids are rutin (11.45 µg/mL), quersestin (7.15 µg/mL), naringin (5.25 µg/mL), and hisperdin (6.07 µg/mL), while phenolic had chlorogenic (12.39 µg/mL), syringenic (7.45 µg/mL), and ferulic (5.07 µg/mL) acids in latex of T. peruviana. Via 1,1-diphenyl-2- picrylhydrazyl (DPPH) radical scavenging, the experiment demonstrated that latex had a potent antioxidant activity with the IC50 43.9 µg/mL for scavenging DPPH. Hemolysis inhibition was 58.5% at 1000 µg/mL of latex compared with 91.0% at 200 µg/mL of indomethacin as positive control. Negligible anticoagulant properties of latex were reported where the recorded time was 11.9 s of prothrombin time (PT) and 29.2 s of the activated partial thromboplastin time (APTT) at 25 µg/mL, compared with the same concentration of heparin (PT 94.6 s and APPT 117.7 s). The anticancer potential of latex was recorded against PC-3 (97.11% toxicity) and MCF-7 (96.23% toxicity) at 1000 µg/mL with IC50 48.26 µg/mL and 40.31 µg/mL, respectively. Disc diffusion assessment for antimicrobial activity recorded that the most sensitive tested microorganisms to latex were Bacillus subtilis followed by Escherichia coli, with an inhibition zone (IZ) of 31 mm with minimum inhibitory concentration (MIC) (10.2 µg/mL) and 30 mm (MIC, 12.51 µg/mL), respectively. Moreover, Candida albicans was sensitive (IZ, 28 mm) to latex, unlike black fungus (Mucor circinelloides). TEM examination exhibited ultrastructure changes in cell walls and cell membranes of Staphylococcus aureus and Pseudomonas aeruginosa treated with latex. Energy scores of the molecular docking of chlorogenic acid with E. coli DNA (7C7N), and Rutin with human prostate-specific antigen (3QUM) and breast cancer-associated protein (1JNX), result in excellent harmony with the experimental results. The outcome of research recommended that the latex is rich in constituents and considered a promising source that contributes to fighting cancer and pathogenic microorganisms.


Subject(s)
Anti-Infective Agents , Thevetia , Anti-Bacterial Agents/pharmacology , Anti-Infective Agents/chemistry , Anti-Infective Agents/pharmacology , Anticoagulants/pharmacology , Antioxidants/chemistry , Antioxidants/pharmacology , Escherichia coli , Humans , Latex , Molecular Docking Simulation , Rutin
6.
Comput Biol Med ; 146: 105549, 2022 07.
Article in English | MEDLINE | ID: covidwho-1803807

ABSTRACT

OBJECTIVE: Based on bioinformatics and network pharmacology, the treatment of Saussurea involucrata (SAIN) on novel coronavirus (COVID-19) was evaluated by the GEO clinical sample gene difference analysis, compound-target molecular docking, and molecular dynamics simulation. role in the discovery of new targets for the prevention or treatment of COVID-19, to better serve the discovery and clinical application of new drugs. MATERIALS AND METHODS: Taking the Traditional Chinese Medicine System Pharmacology Database (TCMSP) as the starting point for the preliminary selection of compounds and targets, we used tools such as Cytoscape 3.8.0, TBtools 1.098, AutoDock vina, R 4.0.2, PyMol, and GROMACS to analyze the compounds of SAIN and targets were initially screened. To further screen the active ingredients and targets, we carried out genetic difference analysis (n = 72) through clinical samples of COVID-19 derived from GEO and carried out biological process (BP) analysis on these screened targets (P ≤ 0.05)., gene = 9), KEGG pathway analysis (FDR≤0.05, gene = 9), protein interaction network (PPI) analysis (gene = 9), and compounds-target-pathway network analysis (gene = 9), to obtain the target Point-regulated biological processes, disease pathways, and compounds-target-pathway relationships. Through the precise molecular docking between the compounds and the targets, we further screened SAIN's active ingredients (Affinity ≤ -7.2 kcal/mol) targets and visualized the data. After that, we performed molecular dynamics simulations and consulted a large number of related Validation of the results in the literature. RESULTS: Through the screening, analysis, and verification of the data, it was finally confirmed that there are five main active ingredients in SAIN, which are Quercitrin, Rutin, Caffeic acid, Jaceosidin, and Beta-sitosterol, and mainly act on five targets. These targets mainly regulate Tuberculosis, TNF signaling pathway, Alzheimer's disease, Pertussis, Toll-like receptor signaling pathway, Influenza A, Non-alcoholic fatty liver disease (NAFLD), Neuroactive ligand-receptor interaction, Complement and coagulation cascades, Fructose and mannose metabolism, and Metabolic pathways, play a role in preventing or treating COVID-19. Molecular dynamics simulation results show that the four active ingredients of SAIN, Quercitrin, Rutin, Caffeic acid, and Jaceosidin, act on the four target proteins of COVID-19, AKR1B1, C5AR1, GSK3B, and IL1B to form complexes that can be very stable in the human environment. Tertiary structure exists. CONCLUSION: Our study successfully explained the effective mechanism of SAIN in improving COVID-19, and at the same time predicted the potential targets of SAIN in the treatment of COVID-19, AKR1B1, IL1B, and GSK3B. It provides a new basis and provides great support for subsequent research on COVID-19.


Subject(s)
COVID-19 Drug Treatment , Drugs, Chinese Herbal , Saussurea , Aldehyde Reductase , Computational Biology , Drugs, Chinese Herbal/pharmacology , Drugs, Chinese Herbal/therapeutic use , Humans , Medicine, Chinese Traditional , Molecular Docking Simulation , Molecular Targeted Therapy , Network Pharmacology , Rutin
7.
Molecules ; 26(19)2021 Oct 07.
Article in English | MEDLINE | ID: covidwho-1463770

ABSTRACT

The COVID-19 pandemic outbreak prompts an urgent need for efficient therapeutics, and repurposing of known drugs has been extensively used in an attempt to get to anti-SARS-CoV-2 agents in the shortest possible time. The glycoside rutin shows manifold pharmacological activities and, despite its use being limited by its poor solubility in water, it is the active principle of many pharmaceutical preparations. We herein report our in silico and experimental investigations of rutin as a SARS-CoV-2 Mpro inhibitor and of its water solubility improvement obtained by mixing it with l-arginine. Tests of the rutin/l-arginine mixture in a cellular model of SARS-CoV-2 infection highlighted that the mixture still suffers from unfavorable pharmacokinetic properties, but nonetheless, the results of this study suggest that rutin might be a good starting point for hit optimization.


Subject(s)
Antiviral Agents/pharmacology , Arginine/pharmacology , COVID-19 Drug Treatment , Coronavirus 3C Proteases/antagonists & inhibitors , Rutin/pharmacology , SARS-CoV-2/drug effects , A549 Cells , Coronavirus 3C Proteases/metabolism , Humans , Molecular Docking Simulation , Protease Inhibitors/pharmacology , SARS-CoV-2/metabolism , Solubility
8.
J Mol Graph Model ; 109: 108028, 2021 12.
Article in English | MEDLINE | ID: covidwho-1458654

ABSTRACT

Owing to the shortage of specific medicines, the global pandemic of COVID-19 caused by SARS-CoV-2 has been the greatest challenge for the science community. Researchers from all over the world developed some drugs which failed to completely suppress the contiguous disease. SARS-CoV-2 main protease (Mpro), an important component in viral pathogenesis, is considered as a prospective drug target to stop SARS-CoV-2 infection. Since identification of phytochemicals with anti-Mpro activity has been carried out to develop the potential drugs against SARS-CoV-2. Therefore, the present study was conducted to screen phytochemicals of Berberis asiatica for anti-SARS-CoV-2 activity. Through text mining, thirty phytochemicals were reported from B. asiatica, of which, three phytochemicals (Berbamine, Oxyacanthine, and Rutin) show high affinity with the SARS-CoV-2 Mpro and exhibited favorable intermolecular interactions with the catalytic residues (His41 and Cys145) and other essential residues. The molecular dynamics simulation showed that Mpro-phytochemical complexes are more stable, less fluctuating, more compact, and moderately extended than the Mpro-X77 (Reference) complex. The number of H-bonds and MMPBSA results also demonstrates that Berbamine, Oxyacanthine, and Rutin are potent Mpro inhibitors having free energy of -20.79, -33.35, and -31.12 kcal mol-1 respectively. The toxicity risk prediction supports all phytochemicals for drug-like and non-toxic nature. From the result, we propose that binding of these phytochemicals could hamper the function of Mpro. This work suggests that selected phytochemicals could be used as novel anti-COVID-19 drug candidates, and might act as novel compounds for in vitro and in vivo study.


Subject(s)
Berberis , COVID-19 , Benzylisoquinolines , Humans , Isoquinolines , Molecular Docking Simulation , Molecular Dynamics Simulation , Protease Inhibitors , Rutin , SARS-CoV-2
9.
Molecules ; 26(19)2021 Sep 27.
Article in English | MEDLINE | ID: covidwho-1438676

ABSTRACT

In response to the urgent need to control Coronavirus disease 19 (COVID-19), this study aims to explore potential anti-SARS-CoV-2 agents from natural sources. Moreover, cytokine immunological responses to the viral infection could lead to acute respiratory distress which is considered a critical and life-threatening complication associated with the infection. Therefore, the anti-viral and anti-inflammatory agents can be key to the management of patients with COVID-19. Four bioactive compounds, namely ferulic acid 1, rutin 2, gallic acid 3, and chlorogenic acid 4 were isolated from the leaves of Pimenta dioica (L.) Merr (ethyl acetate extract) and identified using spectroscopic evidence. Furthermore, molecular docking and dynamics simulations were performed for the isolated and identified compounds (1-4) against SARS-CoV-2 main protease (Mpro) as a proposed mechanism of action. Furthermore, all compounds were tested for their half-maximal cytotoxicity (CC50) and SARS-CoV-2 inhibitory concentrations (IC50). Additionally, lung toxicity was induced in rats by mercuric chloride and the effects of treatment with P. dioca aqueous extract, ferulic acid 1, rutin 2, gallic acid 3, and chlorogenic acid 4 were recorded through measuring TNF-α, IL-1ß, IL-2, IL-10, G-CSF, and genetic expression of miRNA 21-3P and miRNA-155 levels to assess their anti-inflammatory effects essential for COVID-19 patients. Interestingly, rutin 2, gallic acid 3, and chlorogenic acid 4 showed remarkable anti-SARS-CoV-2 activities with IC50 values of 31 µg/mL, 108 µg/mL, and 360 µg/mL, respectively. Moreover, the anti-inflammatory effects were found to be better in ferulic acid 1 and rutin 2 treatments. Our results could be promising for more advanced preclinical and clinical studies especially on rutin 2 either alone or in combination with other isolates for COVID-19 management.


Subject(s)
Anti-Inflammatory Agents/pharmacology , Antiviral Agents/pharmacology , COVID-19 Drug Treatment , Pimenta , Plant Extracts/pharmacology , SARS-CoV-2/drug effects , Animals , Anti-Inflammatory Agents/chemistry , Antiviral Agents/chemistry , Chlorocebus aethiops , Chlorogenic Acid/isolation & purification , Chlorogenic Acid/pharmacology , Coumaric Acids/isolation & purification , Coumaric Acids/pharmacology , Gallic Acid/isolation & purification , Gallic Acid/pharmacology , Humans , Male , Molecular Docking Simulation , Molecular Dynamics Simulation , Pimenta/chemistry , Plant Extracts/chemistry , Rats , Rutin/isolation & purification , Rutin/pharmacology , Vero Cells
10.
Molecules ; 26(13)2021 Jun 25.
Article in English | MEDLINE | ID: covidwho-1288960

ABSTRACT

(1) Background: The COVID-19 pandemic lacks treatments; for this reason, the search for potential compounds against therapeutic targets is still necessary. Bioinformatics tools have allowed the rapid in silico screening of possible new metabolite candidates from natural resources or repurposing known ones. Thus, in this work, we aimed to select phytochemical candidates from Peruvian plants with antiviral potential against three therapeutical targets of SARS-CoV-2. (2) Methods: We applied in silico technics, such as virtual screening, molecular docking, molecular dynamics simulation, and MM/GBSA estimation. (3) Results: Rutin, a compound present in Peruvian native plants, showed affinity against three targets of SARS-CoV-2. The molecular dynamics simulation demonstrated the high stability of receptor-ligand systems during the time of the simulation. Our results showed that the Mpro-Rutin system exhibited higher binding free energy than PLpro-Rutin and N-Rutin systems through MM/GBSA analysis. (4) Conclusions: Our study provides insight on natural metabolites from Peruvian plants with therapeutical potential. We found Rutin as a potential candidate with multiple pharmacological properties against SARS-CoV-2.


Subject(s)
Antiviral Agents/chemistry , Antiviral Agents/pharmacology , Phytochemicals/chemistry , Phytochemicals/pharmacology , Plants/chemistry , Plants/metabolism , Asteraceae/chemistry , Asteraceae/metabolism , Coronavirus 3C Proteases/antagonists & inhibitors , Coronavirus 3C Proteases/chemistry , Coronavirus Nucleocapsid Proteins/antagonists & inhibitors , Coronavirus Nucleocapsid Proteins/chemistry , Coronavirus Papain-Like Proteases/antagonists & inhibitors , Coronavirus Papain-Like Proteases/chemistry , Databases, Factual , Humans , Lepidium/chemistry , Lepidium/metabolism , Ligands , Molecular Docking Simulation , Molecular Dynamics Simulation , Peru , Phosphoproteins/antagonists & inhibitors , Phosphoproteins/chemistry , Rutin/chemistry , Rutin/pharmacology , SARS-CoV-2
11.
Arch Microbiol ; 203(6): 3557-3564, 2021 Aug.
Article in English | MEDLINE | ID: covidwho-1216209

ABSTRACT

The angiotensin-converting enzyme (ACE)-related carboxypeptidase, ACE-II, is a type I integral membrane protein of 805 amino acids that contains 1 HEXXH-E zinc binding consensus sequence. ACE-II has been implicated in the regulation of heart function and also as a functional receptor for the coronavirus that causes the severe acute respiratory syndrome (SARS). In this study, the potential of some flavonoids presents in propolis to bind to ACE-II receptors was calculated with in silico. Binding constants of ten flavonoids, caffeic acid, caffeic acid phenethyl ester, chrysin, galangin, myricetin, rutin, hesperetin, pinocembrin, luteolin and quercetin were measured using the AutoDock 4.2 molecular docking program. And also, these binding constants were compared to reference ligand of MLN-4760. The results are shown that rutin has the best inhibition potentials among the studied molecules with high binding energy - 8.04 kcal/mol, and it is followed by myricetin, quercetin, caffeic acid phenethyl ester and hesperetin. However, the reference molecule has binding energy of - 7.24 kcal/mol. In conclusion, the high potential of flavonoids in ethanolic propolis extracts to bind to ACE-II receptors indicates that this natural bee product has high potential for COVID-19 treatment, but this needs to be supported by experimental studies.


Subject(s)
Angiotensin-Converting Enzyme 2/antagonists & inhibitors , COVID-19 Drug Treatment , Propolis/pharmacology , Animals , Bees , Caffeic Acids , Flavanones , Flavonoids , Hesperidin , Humans , Luteolin , Molecular Docking Simulation , Phenylethyl Alcohol/analogs & derivatives , Plant Extracts , Quercetin , Rutin
12.
J Biomol Struct Dyn ; 40(17): 7656-7665, 2022 10.
Article in English | MEDLINE | ID: covidwho-1145106

ABSTRACT

The recent outbreak of COVID-19 caused by a new human coronavirus called SARS-CoV-2, is continually causing worldwide human infections and deaths.The main protease (3CLpro), which plays a critical role in the life cycle of the virus, makes it an attractive target for the development of antiviral agents effective against coronaviruses (CoVs).Currently, there is no specific viral protein targeted therapeutics.Therefore, there is a need to investigate an alternative therapy which will prevent the spread of the infection, by focusing on the transmission of the virus.Chlorhexidine (CHX) and flavonoids agents have shown that they have a viral inactivation effect against enveloped viruses, and thus facilitate the struggle against oral transmission.Especially, some flavonoids have very strong antiviral activity in SARS-CoV and MERS-CoV main protease.This study was conducted to evaluate the CHX and flavonoids compounds potential antiviral effects on SARS-CoV-2 main protease through virtual screening for the COVID-19 treatment by molecular docking method.According to the results of this study, CHX, Kaempferol-3-rutinoside, Rutin, Quercetin 3-beta-D-glucoside and Isobavachalcone exhibited the best binding affinity against this enzyme, and also these compounds showed significant inhibitory effects compared to the SARS-CoV-2 main protease crystal structure inhibitor (N3).Especially, these compounds mainly interact with His41, Cys145, His163, Met165, Glu166 and Thr190 in SARS-CoV-2 main protease binding site. Further, MD simulation analysis also confirmed that stability of these interactions between the enzyme and these five compounds.The current study provides to guide clinical trials for broad-spectrum CHX and bioactive flavonoids to reduce the viral load of the infection and possibly disease progression.Communicated by Ramaswamy H. Sarma.


Subject(s)
Antiviral Agents , COVID-19 Drug Treatment , Antiviral Agents/chemistry , Chlorhexidine , Coronavirus 3C Proteases , Flavonoids/chemistry , Flavonoids/pharmacology , Glucosides , Humans , Kaempferols , Molecular Docking Simulation , Molecular Dynamics Simulation , Protease Inhibitors/chemistry , Quercetin/pharmacology , Rutin , SARS-CoV-2 , Viral Nonstructural Proteins/chemistry
13.
J Mol Graph Model ; 105: 107904, 2021 06.
Article in English | MEDLINE | ID: covidwho-1142056

ABSTRACT

Coronavirus disease 2019 (COVID-19) is a new pandemic characterized by quick spreading and illness of the respiratory system. To date, there is no specific therapy for Severe Acute Respiratory Syndrome coronavirus 2 (SARS-CoV-2). Flavonoids, especially rutin, have attracted considerable interest as a prospective SARS-CoV-2 main protease (Mpro) inhibitor. In this study, a database containing 2017 flavone analogs was prepared and screened against SARS-CoV-2 Mpro using the molecular docking technique. According to the results, 371 flavone analogs exhibited good potency towards Mpro with docking scores less than -9.0 kcal/mol. Molecular dynamics (MD) simulations, followed by molecular mechanics-generalized Born surface area (MM/GBSA) binding energy calculations, were performed for the top potent analogs in complex with Mpro. Compared to rutin, PubChem-129-716-607 and PubChem-885-071-27 showed better binding affinities against SARS-CoV-2 Mpro over 150 ns MD course with ΔGbinding values of -69.0 and -68.1 kcal/mol, respectively. Structural and energetic analyses demonstrated high stability of the identified analogs inside the SARS-CoV-2 Mpro active site over 150 ns MD simulations. The oral bioavailabilities of probable SARS-CoV-2 Mpro inhibitors were underpinned using drug-likeness parameters. A comparison of the binding affinities demonstrated that the MM/GBSA binding energies of the identified flavone analogs were approximately three and two times less than those of lopinavir and baicalein, respectively. In conclusion, PubChem-129-716-607 and PubChem-885-071-27 are promising anti-COVID-19 drug candidates that warrant further clinical investigations.


Subject(s)
COVID-19 , Flavones , Drug Discovery , Flavones/pharmacology , Humans , Molecular Docking Simulation , Prospective Studies , Protease Inhibitors , Rutin/pharmacology , SARS-CoV-2
14.
J Mol Graph Model ; 104: 107851, 2021 05.
Article in English | MEDLINE | ID: covidwho-1053559

ABSTRACT

The SARS-CoV-2 virus is causing COVID-19, an ongoing pandemic, with extraordinary global health, social, and political implications. Currently, extensive research and development efforts are aimed at producing a safe and effective vaccine. In the interim, small molecules are being widely investigated for antiviral effects. With respect to viral replication, the papain-like (PLpro) and main proteases (Mpro), are critical for processing viral replicase polypeptides. Further, the PLpro possesses deubiquitinating activity affecting key signalling pathways, including inhibition of interferon and innate immune antagonism. Therefore, inhibition of PLpro activity with small molecules is an important research direction. Our aim was to focus on identification of potential inhibitors of the protease activity of SARS-CoV-2 PLpro. We investigated 300 small compounds derived predominantly from our OliveNet™ library (222 phenolics) and supplemented with synthetic and dietary compounds with reported antiviral activities. An initial docking screen, using the potent and selective noncovalent PLpro inhibitor, GRL-0617 as a control, enabled a selection of 30 compounds for further analyses. From further in silico analyses, including docking to scenes derived from a publicly available molecular dynamics simulation trajectory (100 µs PDB 6WX4; DESRES-ANTON-11441075), we identified lead compounds for further in vitro evaluation using an enzymatic inhibition assay measuring SARS-CoV-2 PLpro protease activity. Our findings indicate that hypericin possessed inhibition activity, and both rutin and cyanidin-3-O-glucoside resulted in a concentration-dependent inhibition of the PLpro, with activity in the micromolar range. Overall, hypericin, rutin, and cyanidin-3-O-glucoside can be considered lead compounds requiring further characterisation for potential antiviral effects in appropriate model systems.


Subject(s)
Anthocyanins/chemistry , Antiviral Agents/chemistry , Coronavirus 3C Proteases/chemistry , Perylene/analogs & derivatives , Rutin/chemistry , Small Molecule Libraries/chemistry , Anthocyanins/pharmacology , Anthracenes , Antiviral Agents/pharmacology , Binding Sites , COVID-19/virology , Coronavirus 3C Proteases/antagonists & inhibitors , Coronavirus 3C Proteases/metabolism , Enzyme Assays , Humans , Molecular Docking Simulation , Molecular Dynamics Simulation , Perylene/chemistry , Perylene/pharmacology , Protein Binding , Protein Conformation, alpha-Helical , Protein Conformation, beta-Strand , Protein Interaction Domains and Motifs , Quantum Theory , Rutin/pharmacology , SARS-CoV-2/chemistry , SARS-CoV-2/drug effects , SARS-CoV-2/metabolism , Small Molecule Libraries/pharmacology , Thermodynamics , COVID-19 Drug Treatment
15.
Biosci Rep ; 41(1)2021 01 29.
Article in English | MEDLINE | ID: covidwho-1043444

ABSTRACT

OBJECTIVE: ´Three formulas and three medicines,' namely, Jinhua Qinggan Granule, Lianhua Qingwen Capsule, Xuebijing Injection, Qingfei Paidu Decoction, HuaShi BaiDu Formula, and XuanFei BaiDu Granule, were proven to be effective for coronavirus disease 2019 (COVID-19) treatment. The present study aimed to identify the active chemical constituents of this traditional Chinese medicine (TCM) and investigate their mechanisms through interleukin-6 (IL-6) integrating network pharmacological approaches. METHODS: We collected the compounds from all herbal ingredients of the previously mentioned TCM, but those that could down-regulate IL-6 were screened through the network pharmacology approach. Then, we modeled molecular docking to evaluate the binding affinity between compounds and IL-6. Furthermore, we analyzed the biological processes and pathways of compounds. Finally, we screened out the core genes of compounds through the construction of the protein-protein interaction network and the excavation of gene clusters of compounds. RESULTS: The network pharmacology research showed that TCM could decrease IL-6 using several compounds, such as quercetin, ursolic acid, luteolin, and rutin. Molecular docking results showed that the molecular binding affinity with IL-6 of all compounds except γ-aminobutyric acid was < -5.0 kJ/mol, indicating the potential of numerous active compounds in TCM to directly interact with IL-6, leading to an anti-inflammation effect. Finally, Cytoscape 3.7.2 was used to topologize the biological processes and pathways of compounds, revealing potential mechanisms for COVID-19 treatment. CONCLUSION: These results indicated the positive effect of TCM on the prevention and rehabilitation of COVID-19 in at-risk people. Quercetin, ursolic acid, luteolin, and rutin could inhibit COVID-19 by down-regulating IL-6.


Subject(s)
Anti-Inflammatory Agents/pharmacology , COVID-19 Drug Treatment , Drugs, Chinese Herbal/pharmacology , Interleukin-6/immunology , Anti-Inflammatory Agents/chemistry , COVID-19/immunology , Drug Discovery , Drugs, Chinese Herbal/chemistry , Humans , Interleukin-6/antagonists & inhibitors , Luteolin/analysis , Luteolin/pharmacology , Medicine, Chinese Traditional , Molecular Docking Simulation , Protein Interaction Maps/drug effects , Quercetin/analysis , Quercetin/pharmacology , Rutin/analysis , Rutin/pharmacology , Triterpenes/analysis , Triterpenes/pharmacology
16.
J Biomol Struct Dyn ; 40(11): 4987-4999, 2022 07.
Article in English | MEDLINE | ID: covidwho-990285

ABSTRACT

The global health emergency caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has led to alarming numbers of fatalities across the world. So far the researchers worldwide have not been able to discover a breakthrough in the form of a potent drug or an effective vaccine. Therefore, it is imperative to discover drugs to curb the ongoing menace. In silico approaches using FDA approved drugs can expedite the drug discovery process by providing leads that can be pursued. In this report, two drug targets, namely the spike protein and main protease, belonging to structural and non-structural class of proteins respectively, were utilized to carry out drug repurposing based screening. The exposed nature of the spike protein on the viral surface along with its instrumental role in host infection and the involvement of main protease in processing of polyproteins along with no human homologue make these proteins attractive drug targets. Interestingly, the screening identified a common high efficiency binding molecule named rutin. Further, molecular dynamics simulations in explicit solvent affirmed the stable and sturdy binding of rutin with these proteins. The decreased Rg value (4 nm for spike-rutin and 2.23 nm for main protease-rutin) and stagnant SASA analysis (485 nm/S2/N in spike-rutin and 152 nm/S2/N in main protease-rutin) for protein surface and its orientation in the exposed and buried regions suggests a strong binding interaction of the drug. Further, cluster analysis and secondary structure analysis of complex trajectories validated the conformational changes due to binding of rutin.


Subject(s)
Antiviral Agents , Coronavirus 3C Proteases , Rutin , SARS-CoV-2 , Antiviral Agents/pharmacology , Coronavirus 3C Proteases/antagonists & inhibitors , Drug Repositioning , Humans , Molecular Docking Simulation , Molecular Dynamics Simulation , Protease Inhibitors/chemistry , Protease Inhibitors/pharmacology , Rutin/pharmacology , SARS-CoV-2/drug effects , Spike Glycoprotein, Coronavirus/antagonists & inhibitors , COVID-19 Drug Treatment
17.
Phys Chem Chem Phys ; 22(43): 25335-25343, 2020 Nov 21.
Article in English | MEDLINE | ID: covidwho-899989

ABSTRACT

Coronavirus disease 2019 (COVID-19) is an ongoing global pandemic with very limited specific treatments. To fight COVID-19, various traditional antiviral medicines have been prescribed in China to infected patients with mild to moderate symptoms and received unexpected success in controlling the disease. However, the molecular mechanisms of how these herbal medicines interact with the SARS-CoV-2 virus that causes COVID-19 have remained elusive. It is well known that the main protease (Mpro) of SARS-CoV-2 plays an important role in maturation of many viral proteins such as the RNA-dependent RNA polymerase. Here, we explore the underlying molecular mechanisms of the computationally determined top candidate, namely, rutin which is a key component in many traditional antiviral medicines such as Lianhuaqinwen and Shuanghuanlian, for inhibiting the viral target-Mpro. Using in silico methods (docking and molecular dynamics simulations), we revealed the dynamics and energetics of rutin when interacting with the Mpro of SARS-CoV-2, suggesting that the highly hydrophilic rutin molecule can be bound inside the Mpro's pocket (active site) and possibly inhibit its biological functions. In addition, we optimized the structure of rutin and designed two more hydrophobic analogs, M1 and M2, which satisfy the rule of five for western medicines and demonstrated that they (M2 in particular) possess much stronger binding affinities to the SARS-COV-2s Mpro than rutin, due to the enhanced hydrophobic interaction as well as more hydrogen bonds. Therefore, our results provide invaluable insights into the mechanism of a ligand's binding inside the Mpro and shed light on future structure-based designs of high-potent inhibitors for SARS-CoV-2 Mpro.


Subject(s)
Betacoronavirus/enzymology , Cysteine Endopeptidases/metabolism , Protease Inhibitors/chemistry , Rutin/chemistry , Viral Nonstructural Proteins/metabolism , Betacoronavirus/isolation & purification , Binding Sites , COVID-19 , Coronavirus 3C Proteases , Coronavirus Infections/pathology , Coronavirus Infections/virology , Cysteine Endopeptidases/chemistry , Herbal Medicine , Humans , Hydrogen Bonding , Molecular Docking Simulation , Molecular Dynamics Simulation , Pandemics , Pneumonia, Viral/pathology , Pneumonia, Viral/virology , Protease Inhibitors/metabolism , Protein Domains , Rutin/metabolism , SARS-CoV-2 , Thermodynamics , Viral Nonstructural Proteins/chemistry
18.
Infect Genet Evol ; 84: 104451, 2020 10.
Article in English | MEDLINE | ID: covidwho-630854

ABSTRACT

WHO has declared the outbreak of COVID-19 as a public health emergency of international concern. The ever-growing new cases have called for an urgent emergency for specific anti-COVID-19 drugs. Three structural proteins (Membrane, Envelope and Nucleocapsid protein) play an essential role in the assembly and formation of the infectious virion particles. Thus, the present study was designed to identify potential drug candidates from the unique collection of 548 anti-viral compounds (natural and synthetic anti-viral), which target SARS-CoV-2 structural proteins. High-end molecular docking analysis was performed to characterize the binding affinity of the selected drugs-the ligand, with the SARS-CoV-2 structural proteins, while high-level Simulation studies analyzed the stability of drug-protein interactions. The present study identified rutin, a bioflavonoid and the antibiotic, doxycycline, as the most potent inhibitor of SARS-CoV-2 envelope protein. Caffeic acid and ferulic acid were found to inhibit SARS-CoV-2 membrane protein while the anti-viral agent's simeprevir and grazoprevir showed a high binding affinity for nucleocapsid protein. All these compounds not only showed excellent pharmacokinetic properties, absorption, metabolism, minimal toxicity and bioavailability but were also remain stabilized at the active site of proteins during the MD simulation. Thus, the identified lead compounds may act as potential molecules for the development of effective drugs against SARS-CoV-2 by inhibiting the envelope formation, virion assembly and viral pathogenesis.


Subject(s)
Antiviral Agents/pharmacology , Betacoronavirus/drug effects , Nucleocapsid Proteins/chemistry , Viral Envelope Proteins/chemistry , Viral Matrix Proteins/chemistry , Virion/drug effects , Amides , Amino Acid Sequence , Antiviral Agents/chemistry , Betacoronavirus/genetics , Betacoronavirus/metabolism , Binding Sites , COVID-19 , Caffeic Acids/chemistry , Caffeic Acids/pharmacology , Carbamates , Coronavirus Infections/drug therapy , Coronavirus Infections/virology , Coumaric Acids/chemistry , Coumaric Acids/pharmacology , Cyclopropanes , Doxycycline/chemistry , Doxycycline/pharmacology , Gene Expression , Humans , Kinetics , Molecular Docking Simulation , Molecular Dynamics Simulation , Nucleocapsid Proteins/antagonists & inhibitors , Nucleocapsid Proteins/genetics , Nucleocapsid Proteins/metabolism , Pandemics , Pneumonia, Viral/drug therapy , Pneumonia, Viral/virology , Protein Binding , Protein Conformation, alpha-Helical , Protein Conformation, beta-Strand , Protein Interaction Domains and Motifs , Quinoxalines/chemistry , Quinoxalines/pharmacology , Rutin/chemistry , Rutin/pharmacology , SARS-CoV-2 , Sequence Alignment , Sequence Homology, Amino Acid , Simeprevir/chemistry , Simeprevir/pharmacology , Sulfonamides , Thermodynamics , Viral Envelope Proteins/antagonists & inhibitors , Viral Envelope Proteins/genetics , Viral Envelope Proteins/metabolism , Viral Matrix Proteins/antagonists & inhibitors , Viral Matrix Proteins/genetics , Viral Matrix Proteins/metabolism , Virion/genetics
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