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1.
Front Immunol ; 13: 912579, 2022.
Article in English | MEDLINE | ID: covidwho-2313484

ABSTRACT

Background: Coronavirus-19 (COVID-19) disease is driven by an unchecked immune response to the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus which alters host mitochondrial-associated mechanisms. Compromised mitochondrial health results in abnormal reprogramming of glucose metabolism, which can disrupt extracellular signalling. We hypothesized that examining mitochondrial energy-related signalling metabolites implicated in host immune response to SARS-CoV-2 infection would provide potential biomarkers for predicting the risk of severe COVID-19 illness. Methods: We used a semi-targeted serum metabolomics approach in 273 patients with different severity grades of COVID-19 recruited at the acute phase of the infection to determine the relative abundance of tricarboxylic acid (Krebs) cycle-related metabolites with known extracellular signaling properties (pyruvate, lactate, succinate and α-ketoglutarate). Abundance levels of energy-related metabolites were evaluated in a validation cohort (n=398) using quantitative fluorimetric assays. Results: Increased levels of four energy-related metabolites (pyruvate, lactate, a-ketoglutarate and succinate) were found in critically ill COVID-19 patients using semi-targeted and targeted approaches (p<0.05). The combined strategy proposed herein enabled us to establish that circulating pyruvate levels (p<0.001) together with body mass index (p=0.025), C-reactive protein (p=0.039), D-Dimer (p<0.001) and creatinine (p=0.043) levels, are independent predictors of critical COVID-19. Furthermore, classification and regression tree (CART) analysis provided a cut-off value of pyruvate in serum (24.54 µM; p<0.001) as an early criterion to accurately classify patients with critical outcomes. Conclusion: Our findings support the link between COVID-19 pathogenesis and immunometabolic dysregulation, and show that fluorometric quantification of circulating pyruvate is a cost-effective clinical decision support tool to improve patient stratification and prognosis prediction.


Subject(s)
COVID-19 , Biomarkers , C-Reactive Protein , Creatinine , Glucose , Humans , Ketoglutaric Acids , Lactates , Prognosis , Pyruvic Acid , SARS-CoV-2 , Succinates , Tricarboxylic Acids
2.
PLoS Pathog ; 18(1): e1010219, 2022 01.
Article in English | MEDLINE | ID: covidwho-2197167

ABSTRACT

Excessive inflammation is a major cause of morbidity and mortality in many viral infections including influenza. Therefore, there is a need for therapeutic interventions that dampen and redirect inflammatory responses and, ideally, exert antiviral effects. Itaconate is an immunomodulatory metabolite which also reprograms cell metabolism and inflammatory responses when applied exogenously. We evaluated effects of endogenous itaconate and exogenous application of itaconate and its variants dimethyl- and 4-octyl-itaconate (DI, 4OI) on host responses to influenza A virus (IAV). Infection induced expression of ACOD1, the enzyme catalyzing itaconate synthesis, in monocytes and macrophages, which correlated with viral replication and was abrogated by DI and 4OI treatment. In IAV-infected mice, pulmonary inflammation and weight loss were greater in Acod1-/- than in wild-type mice, and DI treatment reduced pulmonary inflammation and mortality. The compounds reversed infection-triggered interferon responses and modulated inflammation in human cells supporting non-productive and productive infection, in peripheral blood mononuclear cells, and in human lung tissue. All three itaconates reduced ROS levels and STAT1 phosphorylation, whereas AKT phosphorylation was reduced by 4OI and DI but increased by itaconate. Single-cell RNA sequencing identified monocytes as the main target of infection and the exclusive source of ACOD1 mRNA in peripheral blood. DI treatment silenced IFN-responses predominantly in monocytes, but also in lymphocytes and natural killer cells. Ectopic synthesis of itaconate in A549 cells, which do not physiologically express ACOD1, reduced infection-driven inflammation, and DI reduced IAV- and IFNγ-induced CXCL10 expression in murine macrophages independent of the presence of endogenous ACOD1. The compounds differed greatly in their effects on cellular gene homeostasis and released cytokines/chemokines, but all three markedly reduced release of the pro-inflammatory chemokines CXCL10 (IP-10) and CCL2 (MCP-1). Viral replication did not increase under treatment despite the dramatically repressed IFN responses. In fact, 4OI strongly inhibited viral transcription in peripheral blood mononuclear cells, and the compounds reduced viral titers (4OI>Ita>DI) in A549 cells whereas viral transcription was unaffected. Taken together, these results reveal itaconates as immunomodulatory and antiviral interventions for influenza virus infection.


Subject(s)
Influenza A virus/immunology , Macrophages/immunology , Orthomyxoviridae Infections/drug therapy , Succinates/pharmacology , A549 Cells , Animals , Carboxy-Lyases/deficiency , Carboxy-Lyases/immunology , Cytokines/genetics , Cytokines/immunology , Humans , Macrophages/virology , Mice , Mice, Knockout , Orthomyxoviridae Infections/genetics , Orthomyxoviridae Infections/immunology , THP-1 Cells
3.
Int J Mol Sci ; 23(19)2022 Sep 23.
Article in English | MEDLINE | ID: covidwho-2066118

ABSTRACT

Echinacea purpurea (L.) Moench is one of the most economically important medicinal plants, cultivated worldwide for its high medicinal value and with several industrial applications in both pharmaceutical and food industries. Thanks to its various phytochemical contents, including caffeic acid derivatives (CADs), E. purpurea extracts have antioxidant, anti-inflammatory, and immuno-stimulating properties. Among CADs, chicoric acid is one of the most important compounds which have shown important pharmacological properties. The present research was aimed at optimizing the production of chicoric acid in E. purpurea cell culture. Methyl jasmonate (MeJa) at different concentrations and for different duration of treatments was utilized as elicitor, and the content of total polyphenols and chicoric acid was measured. Several genes involved in the chicoric acid biosynthetic pathway were selected, and their expression evaluated at different time points of cell culture growth. This was performed with the aim of identifying the most suitable putative molecular markers to be used as a proxy for the early prediction of chicoric acid contents, without the need of expensive quantification methods. A correlation between the production of chicoric acid in response to MeJa and an increased response to oxidative stress was also proposed.


Subject(s)
Biological Products , Echinacea , Acetates , Antioxidants/metabolism , Biological Products/metabolism , Caffeic Acids , Cell Culture Techniques , Cyclopentanes , Echinacea/chemistry , Echinacea/metabolism , Oxylipins , Pharmaceutical Preparations/metabolism , Plant Extracts/metabolism , Plant Extracts/pharmacology , Succinates
4.
Molecules ; 27(15)2022 Jul 28.
Article in English | MEDLINE | ID: covidwho-1994115

ABSTRACT

Carotenoid succinates were synthesized from hydroxy carotenoids and were coupled to a commercially available derivative of melatonin via amide bond for producing more powerful anti-oxidants and yet new hybrid lipophilic bifunctional molecules with additional therapeutic effects. The coupling reactions produced conjugates in acceptable to good yields. Succinylation increased the water solubility of the carotenoids, while the conjugation with melatonin resulted in more lipophilic derivatives. The conjugates showed self-assembly in aqueous medium and yielded relatively stable colloidal solutions in phosphate-buffered saline. Antioxidant behavior was measured with ABTS and the FRAP methods for the carotenoids, the carotenoid succinates, and the conjugates with melatonin. A strong dependence on the quality of the solvent was observed. TEAC values of the new derivatives in phosphate-buffered saline were found to be comparable to or higher than those of parent carotenoids, however, synergism was observed only in FRAP assays.


Subject(s)
Antioxidants , Melatonin , Antioxidants/chemistry , Carotenoids/chemistry , Phosphates , Succinates
5.
Proc Natl Acad Sci U S A ; 119(30): e2123065119, 2022 07 26.
Article in English | MEDLINE | ID: covidwho-1947760

ABSTRACT

SARS-CoV-2, the causative agent of the COVID-19 pandemic, undergoes continuous evolution, highlighting an urgent need for development of novel antiviral therapies. Here we show a quantitative mass spectrometry-based succinylproteomics analysis of SARS-CoV-2 infection in Caco-2 cells, revealing dramatic reshape of succinylation on host and viral proteins. SARS-CoV-2 infection promotes succinylation of several key enzymes in the TCA, leading to inhibition of cellular metabolic pathways. We demonstrated that host protein succinylation is regulated by viral nonstructural protein (NSP14) through interaction with sirtuin 5 (SIRT5); overexpressed SIRT5 can effectively inhibit virus replication. We found succinylation inhibitors possess significant antiviral effects. We also found that SARS-CoV-2 nucleocapsid and membrane proteins underwent succinylation modification, which was conserved in SARS-CoV-2 and its variants. Collectively, our results uncover a regulatory mechanism of host protein posttranslational modification and cellular pathways mediated by SARS-CoV-2, which may become antiviral drug targets against COVID-19.


Subject(s)
Antiviral Agents , COVID-19 Drug Treatment , COVID-19 , Host-Pathogen Interactions , Molecular Targeted Therapy , Protein Processing, Post-Translational , SARS-CoV-2 , Antiviral Agents/pharmacology , Antiviral Agents/therapeutic use , COVID-19/metabolism , COVID-19/virology , Caco-2 Cells , Exoribonucleases/metabolism , Host-Pathogen Interactions/drug effects , Humans , Protein Processing, Post-Translational/drug effects , SARS-CoV-2/drug effects , SARS-CoV-2/physiology , Sirtuins/metabolism , Succinates/metabolism , Viral Nonstructural Proteins/metabolism , Virus Replication/drug effects
6.
Comput Biol Med ; 147: 105709, 2022 08.
Article in English | MEDLINE | ID: covidwho-1944685

ABSTRACT

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the causative agent of the contagious coronavirus disease 2019 (COVID-19) which was first identified in Wuhan, China, in December 2019. Around the world, many researchers focused their research on identifying inhibitors against the druggable SARS-CoV-2 targets. The reported genomic mutations have a direct effect on the receptor-binding domain (RBD), which interacts with host angiotensin-converting enzyme 2 (ACE-2) for viral cell entry. These mutations, some of which are variants of concern (VOC), lead to increased morbidity and mortality rates. The newest variants including B.1.617.2 (Delta), AY.1 (Delta plus), and C.37 (Lambda) were considered in this study. Thus, an exhaustive structure-based virtual screening of a ligand library (in which FDA approved drugs are also present) using the drug-likeness screening, molecular docking, ADMET profiling was performed followed by molecular dynamics (MD) simulation, and Molecular Mechanics-Poisson Boltzmann Surface Area (MM-PBSA) calculation to identify compounds or drugs can be repurposed for inhibiting the wild type, Delta, Delta plus and Lambda variants of RBD of the spike protein. Based on the virtual screening steps, two FDA approved drugs, Atovaquone (atv) and Praziquantel (prz), were selected and repurposed as the best candidates of SARS-CoV-2 RBD inhibitors. Molecular docking results display that both atv and prz contribute in different interaction with binding site residues (Gln493, Asn501 and Gly502 in the hydrogen bond formation, Phe490 and Tyr505 in the π- π stacking and Tyr449, Ser494, and Phe497 in the vdW interactions) in the wild type, Delta, Delta plus and Lambda variants of RBD of the spike protein. MD simulations revealed that among the eight studied complexes, the wild type-atv and Delta-prz complexes have the most structural stability over the simulation time. Furthermore, MM-PBSA calculation showed that in the atv containing complexes, highest binding affinity is related to the wild type-atv complex and in the prz containing complexes, it is related to the Delta-prz complex. The validation of docking results was done by comparing with experimental data (heparin in complex with wild type and Delta variants). Also, comparison of the obtained results with the result of simulation of the k22 with the studied proteins showed that atv and prz are suitable inhibitors for these proteins, especially wild type t and Delta variant, respectively. Thus, we found that atv and prz are the best candidate for inhibition of wild type and Delta variant of the spike protein. Also, atv can be an appropriate inhibitor for the Lambda variant. Obtained in silico results may help the development of new anti-COVID-19 drugs.


Subject(s)
COVID-19 Drug Treatment , COVID-19 , SARS-CoV-2 , Adipates , COVID-19/genetics , Drug Repositioning/methods , Humans , Molecular Docking Simulation , Molecular Dynamics Simulation , Mutation/genetics , Peptidyl-Dipeptidase A/chemistry , SARS-CoV-2/genetics , Spike Glycoprotein, Coronavirus/chemistry , Succinates
7.
PLoS One ; 17(4): e0267471, 2022.
Article in English | MEDLINE | ID: covidwho-1869198

ABSTRACT

The development of new drugs is a very complex and time-consuming process, and for this reason, researchers have been resorting heavily to drug repurposing techniques as an alternative for the treatment of various diseases. This approach is especially interesting when it comes to emerging diseases with high rates of infection, because the lack of a quickly cure brings many human losses until the mitigation of the epidemic, as is the case of COVID-19. In this work, we combine an in-house developed machine learning strategy with docking, MM-PBSA calculations, and metadynamics to detect potential inhibitors for SARS-COV-2 main protease among FDA approved compounds. To assess the ability of our machine learning strategy to retrieve potential compounds we calculated the Enrichment Factor of compound datasets for three well known protein targets: HIV-1 reverse transcriptase (PDB 4B3P), 5-HT2A serotonin receptor (PDB 6A94), and H1 histamine receptor (PDB 3RZE). The Enrichment Factor for each target was, respectively, 102.5, 12.4, 10.6, which are considered significant values. Regarding the identification of molecules that can potentially inhibit the main protease of SARS-COV-2, compounds output by the machine learning step went through a docking experiment against SARS-COV-2 Mpro. The best scored poses were the input for MM-PBSA calculations and metadynamics using CHARMM and AMBER force fields to predict the binding energy for each complex. Our work points out six molecules, highlighting the strong interaction obtained for Mpro-mirabegron complex. Among these six, to the best of our knowledge, ambenonium has not yet been described in the literature as a candidate inhibitor for the SARS-COV-2 main protease in its active pocket.


Subject(s)
COVID-19 Drug Treatment , SARS-CoV-2 , Adipates , Antiviral Agents/chemistry , Antiviral Agents/pharmacology , Coronavirus 3C Proteases , Humans , Machine Learning , Molecular Docking Simulation , Molecular Dynamics Simulation , Protease Inhibitors/chemistry , Succinates
8.
Peptides ; 154: 170814, 2022 08.
Article in English | MEDLINE | ID: covidwho-1867666

ABSTRACT

The main protease Mpro of SARS-CoV-2 is a well-studied major drug target. Additionally, it has been linked to this virus' pathogenicity, possibly through off-target effects. It is also an interesting diagnostic target. To obtain more data on possible substrates as well as to assess the enzyme's primary specificity a two-step approach was introduced. First, Terminal Amine Isobaric Labeling of Substrates (TAILS) was employed to identify novel Mpro cleavage sites in a mouse lung proteome library. In a second step, using a structural homology model, the MM/PBSA variant MM/GBSA (Molecular Mechanics Poisson-Boltzmann/Generalized Born Surface Area) free binding energy calculations were carried out to determine relevant interacting amino acids. As a result, 58 unique cleavage sites were detected, including six that displayed glutamine at the P1 position. Furthermore, modeling results indicated that Mpro has a far higher potential promiscuity towards substrates than expected. The combination of proteomics and MM/PBSA modeling analysis can thus be useful for elucidating the specificity of Mpro, and thus open novel perspectives for the development of future peptidomimetic drugs against COVID-19, as well as diagnostic tools.


Subject(s)
COVID-19 , SARS-CoV-2 , Adipates , Animals , Coronavirus 3C Proteases , Mice , Molecular Docking Simulation , Molecular Dynamics Simulation , Peptides/metabolism , Protease Inhibitors , Proteomics , Succinates
9.
PLoS Pathog ; 18(3): e1010361, 2022 03.
Article in English | MEDLINE | ID: covidwho-1793486

Subject(s)
Macrophages , Succinates
10.
Zh Nevrol Psikhiatr Im S S Korsakova ; 121(12): 33-39, 2021.
Article in Russian | MEDLINE | ID: covidwho-1631956

ABSTRACT

OBJECTIVE: To study therapy, including a sequential course of the drug Cytoflavin, on the dynamics of neurological and general status in patients with new coronavirus infection COVID-19. MATERIAL AND METHODS: 47 patients with a new coronavirus infection COVID-19, admitted to the hospital and having a state of moderate severity, according to the criteria of the Interim Guidelines of the Ministry of Health of the Russia for the prevention, diagnosis and treatment of a new coronavirus infection (COVID-19, version 9 of 10.26.2020). Clinical and neurological research, laboratory and instrumental examination methods were used before and after the course of therapy. RESULTS: When a sequential Cytoflavin regimen is used in patients with COVID-19 infection, along with standard therapy, a significant improvement in neurological and general status is observed, as well as a significant positive dynamics in the results of laboratory and instrumental research methods (markers of a systemic inflammatory response, hemostasis and oxygenation disorders), which indicates on the influence of the significant effect of Cytoflavin on the processes of inflammation and hypercoagulability in COVID-19 infection. CONCLUSION: The use of the drug Cytoflavin in the complex therapy of patients with COVID-19 infection is pathogenetically justified and expedient. The data obtained make it possible to recommend the inclusion of Cytoflavin in the treatment protocols for patients with COVID-19 coronavirus infection to optimize therapy and improve the course and outcome of the disease, as well as a longer use of Cytoflavin and repeated courses of its use in patients with COVID-19 infection.


Subject(s)
COVID-19 , Inosine Diphosphate , Drug Combinations , Flavin Mononucleotide/therapeutic use , Humans , Inosine Diphosphate/therapeutic use , Niacinamide , SARS-CoV-2 , Succinates/therapeutic use , Treatment Outcome
11.
Zh Nevrol Psikhiatr Im S S Korsakova ; 121(10): 45-51, 2021.
Article in Russian | MEDLINE | ID: covidwho-1555968

ABSTRACT

OBJECTIVE: To investigate the structure of postcovid syndrome, age and gender characteristics of its course, and to assess the effect of Cytoflavin on the clinical course of neurological disorders in patients who have undergone COVID-19. MATERIAL AND METHODS: The study included 100 patients, the average age was 40.4±11.7 years, there were statistically more men than women. The duration of the transferred SARS-CoV-2 days is from 30 to 90 days from the date of recovery). By random sampling, the patients were divided into two groups, the main group, received Cytoflavin tablets, a course of 25 days, 2 tablets 2 times a day. Comparison group - other drugs (vitamins, nootropic drugs). All patients were examined on the day of treatment and 25-30 days after the end of therapy. The status was assessed using Asthenia Assessment Scale (MFI-20), Brief Mental Status Assessment Scale (MMSE), Quality-of-Life Questionnaire (EQ-5D), General Health Assessment Scale, and Pittsburgh Sleep Quality Index (PSQI). The analysis of laboratory parameters was carried out retrospectively. RESULTS AND CONCLUSION: Postcovid syndrome was more common in men, among comorbid conditions arterial hypertension and atherosclerosis prevailed, neurocognitive and autonomic disorders predominated. Appointment of Cytoflavin made it possible to achieve a pronounced anti-asthenic effect with the correction of cognitive impairments, which was reflected in a significantly more significant positive dynamics of indicators of all scales. An additional effect of Cytoflavin was revealed - a decrease in the severity of thrombocytopenia. During the observation period, no patient had any serious adverse events or side effects associated with taking the drug. Prescription of the drug does not require age-related dose adjustment and is well combined with basic therapy for concomitant pathology.


Subject(s)
COVID-19 , Adult , Drug Combinations , Female , Flavin Mononucleotide , Humans , Inosine Diphosphate , Male , Middle Aged , Niacinamide , Prospective Studies , Retrospective Studies , SARS-CoV-2 , Sleep Quality , Succinates , Treatment Outcome
12.
Int J Mol Sci ; 22(16)2021 Aug 22.
Article in English | MEDLINE | ID: covidwho-1372662

ABSTRACT

Natural products of microbial origin have inspired most of the commercial pharmaceuticals, especially those from Actinobacteria. However, the redundancy of molecules in the discovery process represents a serious issue. The untargeted approach, One Strain Many Compounds (OSMAC), is one of the most promising strategies to induce the expression of silent genes, especially when combined with genome mining and advanced metabolomics analysis. In this work, the whole genome of the marine isolate Rhodococcus sp. I2R was sequenced and analyzed by antiSMASH for the identification of biosynthetic gene clusters. The strain was cultivated in 22 different growth media and the generated extracts were subjected to metabolomic analysis and functional screening. Notably, only a single growth condition induced the production of unique compounds, which were partially purified and structurally characterized by liquid chromatography high-resolution tandem mass spectrometry (LC-HRMS/MS). This strategy led to identifying a bioactive fraction containing >30 new glycolipids holding unusual functional groups. The active fraction showed a potent antiviral effect against enveloped viruses, such as herpes simplex virus and human coronaviruses, and high antiproliferative activity in PC3 prostate cancer cell line. The identified compounds belong to the biosurfactants class, amphiphilic molecules, which play a crucial role in the biotech and biomedical industry.


Subject(s)
Antiviral Agents/metabolism , Glycolipids/metabolism , Rhodococcus/metabolism , Animals , Antiviral Agents/analysis , Chlorocebus aethiops , Culture Techniques , Drug Screening Assays, Antitumor , Esters/metabolism , Genome, Bacterial , Glycolipids/chemistry , Humans , Metabolome , Microbial Sensitivity Tests , Molecular Structure , PC-3 Cells , Rhodococcus/chemistry , Rhodococcus/genetics , Succinates/metabolism , Surface-Active Agents/chemistry , Surface-Active Agents/metabolism , Vero Cells
13.
Front Cell Infect Microbiol ; 11: 730288, 2021.
Article in English | MEDLINE | ID: covidwho-1365535

ABSTRACT

The present study explores the SARS-CoV-2 drugable target inhibition efficacy of phytochemicals from Indian medicinal plants using molecular docking, molecular dynamics (MD) simulation, and MM-PBSA analysis. A total of 130 phytochemicals were screened against SARS-CoV-2 Spike (S)-protein, RNA-dependent RNA polymerase (RdRp), and Main protease (Mpro). Result of molecular docking showed that Isoquercetin potentially binds with the active site/protein binding site of the Spike, RdRP, and Mpro targets with a docking score of -8.22, -6.86, and -9.73 kcal/mole, respectively. Further, MS 3, 7-Hydroxyaloin B, 10-Hydroxyaloin A, showed -9.57, -7.07, -8.57 kcal/mole docking score against Spike, RdRP, and Mpro targets respectively. The MD simulation was performed to study the favorable confirmation and energetically stable complex formation ability of Isoquercetin and 10-Hydroxyaloin A phytochemicals in Mpro-unbound/ligand bound/standard inhibitor bound system. The parameters such as RMSD, RMSF, Rg, SASA, Hydrogen-bond formation, energy landscape, principal component analysis showed that the lead phytochemicals form stable and energetically stabilized complex with the target protein. Further, MM-PBSA analysis was performed to compare the Gibbs free energy of the Mpro-ligand bound and standard inhibitor bound complexes. The analysis revealed that the His-41, Cys145, Met49, and Leu27 amino acid residues were majorly responsible for the lower free energy of the complex. Drug likeness and physiochemical properties of the test compounds showed satisfactory results. Taken together, the study concludes that that the Isoquercetin and 10-Hydroxyaloin A phytochemical possess significant efficacy to bind SARS-Cov-2 Mpro active site. The study necessitates further in vitro and in vivo experimental validation of these lead phytochemicals to assess their anti-SARS-CoV-2 potential.


Subject(s)
COVID-19 , Molecular Dynamics Simulation , Adipates , Antiviral Agents/pharmacology , Antiviral Agents/therapeutic use , Humans , Molecular Docking Simulation , SARS-CoV-2 , Succinates
14.
J Mol Graph Model ; 107: 107969, 2021 09.
Article in English | MEDLINE | ID: covidwho-1345405

ABSTRACT

The ongoing COVID-19 pandemic demands a novel approach to combat and identify potential therapeutic targets. The SARS-CoV-2 infection causes a hyperimmune response followed by a spectrum of diseases. Limonoids are a class of triterpenoids known to prevent the release of IL-6, IL-15, IL-1α, IL-1ß via TNF and are also known to modulate PI3K/Akt/GSK-3ß, JNK1/2, MAPKp38, ERK1/2, and PI3K/Akt/mTOR signaling pathways and could help to avoid viral infection, persistence, and pathogenesis. The present study employs a computational approach of virtual screening and molecular dynamic (MD) simulations of such compounds against RNA-dependent RNA polymerase (RdRp), Main protease (Mpro), and Papain-like protease (PLpro) of SARS-CoV-2. MD simulation, Molecular Mechanics Poisson-Boltzmann Surface Area (MM/PBSA), and Essential dynamics revealed that the macromolecule-ligand complexes are stable with very low free energy of binding. Such compounds that could modulate both host responses and inhibit viral machinery could be beneficial in effectively controlling the global pandemic.


Subject(s)
COVID-19 , Pandemics , Adipates , Glycogen Synthase Kinase 3 beta , Humans , Molecular Docking Simulation , Molecular Dynamics Simulation , Phosphatidylinositol 3-Kinases , SARS-CoV-2 , Succinates
15.
J Biomol Struct Dyn ; 39(12): 4225-4233, 2021 08.
Article in English | MEDLINE | ID: covidwho-1317833

ABSTRACT

Nigella sativa or black seed is used as a medicinal plant around the globe. Oil and seeds have a long tradition of folklore use in various medicinal and food systems. The conventional therapeutic use of Nigella sativa, in different ways, has been reported in several studies to treat different diseases including influenza, headache, hypertension, diabetes, inflammation, eczema, fever, cough, asthma, bronchitis, and fever. Based on previously reported potential therapeutic uses of N. sativa compounds, and keeping in mind the dire need of time for the development of potent antiviral, a combined docking, ADMET properties calculation, molecular dynamics, and MM-PBSA approaches were applied in the current study to check the therapeutic potentials of N. sativa chief constituents against COVID-19. Among the studied compounds, we found that dithymoquinone (DTQ), with binding affinity of -8.6 kcal/mol compared to a positive control (chloroquine, -7.2 kcal/mol) , has the high potential of binding at SARS-CoV-2:ACE2 interface and thus could be predicted as a plausible inhibitor to disrupt viral-host interactions. Molecular dynamics simulation of 100 ns well complemented binding affinity of the compound and revealed strong stability of DTQ at the docked site. Additionally, MM-PBSA also affirms the docking results. Compound DTQ of the present study, if validated in wet lab experiments, could be used to treat COVID-19 and could serve as a lead in the future for development of more effective natural antivirals against COVID-19. Communicated by Ramaswamy H. Sarma.


Subject(s)
COVID-19 Drug Treatment , Nigella sativa , Adipates , Antiviral Agents/pharmacology , Humans , Molecular Docking Simulation , SARS-CoV-2 , Succinates
16.
J Biomol Struct Dyn ; 40(17): 7852-7867, 2022 10.
Article in English | MEDLINE | ID: covidwho-1149822

ABSTRACT

Coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), is a rapidly growing health care emergency across the world. One of the viral proteases called main protease or Mpro, plays a crucial role in the replication of SARS-CoV-2. As the structure of Mpro of SARS-CoV-2 is similar to the Mpro of SARS-CoV-1 (responsible for SARS outbreak between 2002 and 2004), we hypothesize that the inhibitors of SARS-CoV-1 Mpro can also inhibit the Mpro of SARS-CoV-2. To test this hypothesis, a total of 79 isatin derivatives, which inhibited Mpro activity under in vitro conditions, were selected from the literature, and then screened through AutoDock Vina. The chemical features of the top 5 isatin derivatives with low binding energies (-8.5 to -8.2 kcal/mol) were used to screen similar types of compounds from several small-molecule libraries containing 15856508 compounds. A total of 1,609 compounds with similarity score ≥ 6 were screened and then subjected to docking as well as ADME analysis. Among the compounds screened, 4 ligands form Zinc drug-like library (ZINC000008848565, ZINC000009513563, ZINC000036759789 and ZINC000046053855) showed good ADMET properties, low binding energy (-8.4 to -8.6 kcal/mol), low interaction energy (-72.62 to -50.01 kcal/mol) and high structural stability with Mpro. Hence, the selected ligands might serve as the lead candidates for further wet laboratory validation, optimization and development.Communicated by Ramaswamy H. Sarma.


Subject(s)
COVID-19 Drug Treatment , Isatin , Adipates , Coronavirus 3C Proteases , High-Throughput Screening Assays , Humans , Isatin/pharmacology , Ligands , Molecular Docking Simulation , Molecular Dynamics Simulation , Protease Inhibitors/chemistry , Protease Inhibitors/pharmacology , SARS-CoV-2 , Succinates , Zinc
17.
J Biomol Struct Dyn ; 40(16): 7303-7310, 2022 10.
Article in English | MEDLINE | ID: covidwho-1124277

ABSTRACT

Drug repurposing requires a limited resource, cost-effective and faster method to combat severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Therefore, this in silico studies attempts to identify the drug-likeness properties of ravidasvir, an II/III phase clinical trial chronic hepatitis C drug against 3-Chymotrypsin-like protease (3CLpro) of SARS-CoV-2 to combat the ongoing coronavirus disease 2019 (COVID-19) pandemic. This protease is predominantly involved in virus replication cycle; hence it is considered as a potent drug target. The molecular docking results showed that ravidasvir was found to be potent inhibitors of 3CLpro with scoring function based binding energy is -26.7 kJ/mol. Further dynamic behaviour of apo form and complex form of ravidasvir with 3CLpro were studied using molecular dynamics (MD) simulations over 500 ns each, total 2 µs time scale. The motion of the protein was studied using principal component analysis of the MD simulation trajectories. The binding free energy calculated using MM/PBSA method from the MD simulation trajectory was -190.3 ± 70.2 kJ/mol and -106.0 ± 26.7 kJ/mol for GROMOS96 54A7 and AMBER99SB-ILDN force field, respectively. This in silico studies suggesting ravidasvir might be a potential lead molecule against SARS-CoV-2 for further optimization and drug development to combat the life-threatening COVID-19 pandemic.Communicated by Ramaswamy H. Sarma.


Subject(s)
COVID-19 Drug Treatment , SARS-CoV-2 , Adipates , Benzimidazoles , Coronavirus 3C Proteases , Cysteine Endopeptidases/chemistry , Humans , Molecular Docking Simulation , Molecular Dynamics Simulation , Pandemics , Protease Inhibitors/chemistry , Succinates , Valine/analogs & derivatives , Viral Nonstructural Proteins/chemistry
18.
J Biomol Struct Dyn ; 40(15): 6755-6770, 2022 09.
Article in English | MEDLINE | ID: covidwho-1096382

ABSTRACT

Eventhough the development of vaccine against COVID-19 pandemic is progressing in different part of the world a well-defined treatment plan is not yet developed. Therefore, we investigate the inhibitory activity of a group of dietary bioactive flavonoids against SARS-CoV-2 main protease (Mpro), which are identified as one of the potential targets in the drug discovery process of COVID-19. After the initial virtual screening of a number of bioactive flavonoids, the binding affinity of three compounds - Naringin, Naringenin and Amentoflavone - at the active site of Mpro was investigated through MD Simulations, MM-PBSA and DFT Binding Energy calculations. From the MD trajectory analysis, Amentoflavone and Naringin showed consistent protein-ligand interactions with the aminoacid residues of the active site domains of Mpro. The excellent inhibitory activity of Amentoflavone and Naringin was established from its MM-PBSA binding energy values of -190.50 and -129.87 kJ/mol respectively. The MET165 residue of Mpro is identified as one of the key residue which contributed significantly to MM-PBSA binding energy through hydrophobic interactions. Furthermore, the DFT binding energy values of Amentoflavone (-182.92 kJ/mol) and Naringin (-160.67 kJ/mol) in active site molecular clusters with hydrogen bonds confirmed their potential inhibitory activity. These compounds are of high interest because of their wide availability, low cost, no side effects, and long history of use. We can prevent the severity of this disease for home care patients using these effective dietary supplements. We are hopeful that our results have implications for the development of prophylaxis of COVID-19.Communicated by Ramaswamy H. Sarma.


Subject(s)
COVID-19 Drug Treatment , COVID-19 , SARS-CoV-2 , Adipates , COVID-19/prevention & control , COVID-19 Vaccines , Cysteine Endopeptidases/chemistry , Flavonoids/pharmacology , Humans , Molecular Docking Simulation , Molecular Dynamics Simulation , Protease Inhibitors/chemistry , Succinates
19.
J Biomol Struct Dyn ; 40(8): 3711-3730, 2022 05.
Article in English | MEDLINE | ID: covidwho-949571

ABSTRACT

Pandemic COVID-19 infections have spread throughout the world. There is no effective treatment against this disease. Viral RNA-dependent RNA polymerase (RdRp) catalyzes the replication of RNA from RNA and the main protease (Mpro) has a role in the processing of polyproteins that are translated from the RNA of SARS-CoV-2, and thus these two enzymes are strong candidates for targeting by anti-viral drugs. Small molecules such as lopinavir and favipiravir significantly inhibit the activity of Mpro and RdRp in vitro. Studies have shown that structurally modified lopinavir, favipiravir, and other similar compounds can inhibit COVID-19 main protease (Mpro) and RNA-dependent RNA polymerase (RdRp). In this study, lopinavir and its structurally similar compounds were chosen to bind the main protease, and favipiravir was chosen to target RNA-dependent RNA polymerase. Molecular docking and the quantitative structure-activity relationships (QSAR) study revealed that the selected candidates have favorable binding affinity but less druggable properties. To improve the druggability, four structural analogues of lopinavir and one structural analogue of favipiravir was designed by structural modification. Molecular interaction analyses have displayed that lopinavir and favipiravir analogues interact with the active site residues of Mpro and RdRp, respectively. Absorption, distribution, metabolism, excretion and toxicity (ADMET) properties, medicinal chemistry profile, and physicochemical features were shown that all structurally modified analogues are less toxic and contain high druggable properties than the selected candidates. Subsequently, 50 ns molecular dynamics simulation of the top four docked complexes demonstrated that CID44271905, a lopinavir analogue, forms the most stable complex with the Mpro. Further MMPBSA analyses using the MD trajectories also confirmed the higher binding affinity of CID44271905 towards Mpro. In summary, this study demonstrates a new way to identify leads for novel anti-viral drugs against COVID-19. Communicated by Ramaswamy H. Sarma.


Subject(s)
COVID-19 Drug Treatment , Molecular Dynamics Simulation , Adipates , Amides , Antiviral Agents/pharmacology , Humans , Lopinavir/pharmacology , Molecular Docking Simulation , Peptide Hydrolases , Protease Inhibitors/pharmacology , Pyrazines , Quantitative Structure-Activity Relationship , RNA , RNA-Dependent RNA Polymerase , SARS-CoV-2 , Succinates
20.
J Biomol Struct Dyn ; 40(7): 3296-3311, 2022 04.
Article in English | MEDLINE | ID: covidwho-922328

ABSTRACT

The recently emerged COVID-19 has been declared a pandemic by the World Health Organization as to date; no therapeutic drug/vaccine is available for the treatment. Due to the lack of time and the urgency to contain the pandemic, computational screening appears to be the best tool to find a therapeutic solution. Accumulated evidence suggests that many phyto-compounds possess anti-viral activity. Therefore, we identified possible phyto-compounds that could be developed and used for COVID-19 treatment. In particular, molecular docking was used to prioritize the possible active phyto-compounds against two key targets namely RNA dependent RNA polymerase (RdRp) and main protease (Mpro) of SARS-CoV-2. In this study, an antiviral drug- Remdesivir (RdRp inhibitor) and Darunavir (Mpro inhibitor) are used as reference drugs. This study revealed that phyto-molecules- Mulberroside-A/C/E/F, Emblicanin A, Nimbolide, and Punigluconin showed high binding affinity against RdRp while Andrographolides, Mulberrosides, Anolignans, Chebulic acid, Mimusopic acid, and Punigluconin showed better binding affinity against Mpro as compared with the reference drug. Furthermore, ADME profiles validated the drug-likeness properties of prioritized phyto-compounds. Besides, to assess the stability, MD simulations studies were performed along with reference inhibitors for Mpro (Darunavir) and RdRp (Remdesivir). Binding free energy calculations (MM-PBSA) revealed the estimated value (ΔG) of Mpro_Darunavir; Mpro_Mulberroside E; RdRp_Remdesivir and RdRp_Emblicanin A were -111.62 ± 6.788, -141.443 ± 9.313, 30.782 ± 5.85 and -89.424 ± 3.130 kJmol-1, respectively. Taken together, the study revealed the potential of these phyto-compounds as inhibitors of RdRp and Mpro inhibitor that could be further validated against SARS-CoV-2 for clinical benefits.Communicated by Ramaswamy H. Sarma.


Subject(s)
COVID-19 Drug Treatment , Molecular Dynamics Simulation , Adipates , Humans , Molecular Docking Simulation , SARS-CoV-2 , Succinates
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