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Sharma H, Sehgal R, Shekhar N, Shoeran G, Kaur U, Medhi B. Antiparasitic effect of Farnesol against Leishmania major: A rationale from in vitro and in silico investigations. PLoS One 2023; 18:e0293290. [PMID: 37930969 PMCID: PMC10627473 DOI: 10.1371/journal.pone.0293290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Accepted: 10/10/2023] [Indexed: 11/08/2023] Open
Abstract
Leishmaniasis is a vector-borne parasitic infection caused by the infective bite of female Phlebotomine sandflies. Treatment of leishmaniasis by conventional synthetic compounds is met by challenges pertaining to adverse effects which call for the discovery of newer anti-leishmanial molecules. This study was performed to evaluate the effect and modes of action of a sesquiterpene alcoholic molecule Farnesol on Leishmania major, the causative agent of Zoonotic CL. The cytotoxic effect of Farnesol against L.major promastigotes, amastigotes and macrophages was assessed by MTT test and counting. The IC50 on promastigotes by Farnesol on L.major was also evaluated by flow cytometry. In the findings, promastigotes were reduced at 167μM. The mean numbers of L.major amastigotes in macrophages were significantly decreased on exposure to Farnesol at 172μM. In addition, Farnesol induced significant apoptosis dose-dependent on L.major promastigotes. In silico protein-ligand_binding analyses indicated the effect of Farnesol in perturbation of the ergosterol synthesis pathway of Leishmania with attributes suggesting inhibition of Lanosterol-α-demethylase, the terminal enzyme of ergosterol synthesis machinery. Findings from flow cytometry reveal the role of Farnesol in apoptosis-induced killing in promastigotes. Farnesol was effective at very lower concentrations when compared to Paromomycin. Further studies are crucial to evaluate the therapeutic potential of Farnesol alone or in combination with other conventional drugs in animal models.
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Affiliation(s)
- Harshita Sharma
- Department of Medical Parasitology, PGIMER, Chandigarh, India
| | - Rakesh Sehgal
- Aarupadai Veedu Medical College & Hospital, Vinayaka Mission’s Research Foundation-DU, Puducherry, India
| | - Nishant Shekhar
- Department of Medical Microbiology, PGIMER, Chandigarh, India
| | - Gaurav Shoeran
- Department of Medical Parasitology, PGIMER, Chandigarh, India
| | - Upninder Kaur
- Department of Medical Parasitology, PGIMER, Chandigarh, India
| | - Bikash Medhi
- Department of Pharmacology, PGIMER, Chandigarh, India
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Kumar S, Singh H, Prajapat M, Sarma P, Bhattacharyya A, Kaur H, Kaur G, Shekhar N, Kaushal K, Kumari K, Bansal S, Mahendiratta S, Chauhan A, Singh A, Soloman Singh R, Sharma S, Thota P, Avti P, Prakash A, Kuhad A, Medhi B. Structural-Based Virtual Screening of FDA-Approved Drugs Repository for NSP16 Inhibitors, Essential for SARS-COV-2 Invasion Into Host Cells: Elucidation From MM/PBSA Calculation. Bioinform Biol Insights 2023; 17:11779322231171777. [PMID: 37533429 PMCID: PMC10392196 DOI: 10.1177/11779322231171777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 04/07/2023] [Indexed: 08/04/2023] Open
Abstract
NSP16 is one of the structural proteins of the severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) necessary for its entrance to the host cells. It exhibits 2'O-methyl-transferase (2'O-MTase) activity of NSP16 using methyl group from S-adenosyl methionine (SAM) by methylating the 5-end of virally encoded mRNAs and shields viral RNA, and also controls its replication as well as infection. In the present study, we used in silico approaches of drug repurposing to target and inhibit the SAM binding site in NSP16 using Food and Drug Administration (FDA)-approved small molecules set from Drug Bank database. Among the 2 456 FDA-approved molecules, framycetin, paromomycin, and amikacin were found to be significant binders against the SAM binding cryptic pocket of NSP16 with docking score of -13.708, -14.997 and -15.841 kcal/mol, respectively. Classical molecular dynamics (MD) simulation and molecular mechanics Poisson-Boltzmann surface area (MM/PBSA)-based binding free energy calculation depicted that all these three framycetin, paromomycin, and amikacin might be promising therapeutic leads towards SARS-CoV-2 infections via host immune escape inhibition pathway.
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Affiliation(s)
- Subodh Kumar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
- University Institute of Pharmaceutical Sciences (UIPS), Panjab University, Chandigarh, India
| | - Harvinder Singh
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
| | - Manisha Prajapat
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
| | - Phulen Sarma
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
- Department of Pharmacology, All India Institute of Medical Sciences (AIIMS), Guwahati, Guwahati, India
| | - Anusuya Bhattacharyya
- Department of Ophthalmology, Government Medical College & Hospital, Sector 32 (GMCH-32), Chandigarh, India
| | - Hardeep Kaur
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
| | - Gurjeet Kaur
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
| | - Nishant Shekhar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
| | - Karanveer Kaushal
- Department of Ophthalmology, School of Medicine, Stanford University, Stanford, CA, USA
| | - Kalpna Kumari
- Department of Anaesthesia, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
| | - Seema Bansal
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
| | - Saniya Mahendiratta
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
| | - Arushi Chauhan
- Department of Biophysics, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
| | - Ashutosh Singh
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
| | - Rahul Soloman Singh
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
| | - Saurabh Sharma
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
| | - Prasad Thota
- Indian Pharmacopoeia Commission, Ghaziabad, India
| | - Pramod Avti
- Department of Biophysics, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
| | - Ajay Prakash
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
| | - Anurag Kuhad
- University Institute of Pharmaceutical Sciences (UIPS), Panjab University, Chandigarh, India
| | - Bikash Medhi
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, Chandigarh, India
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Kaur G, Prajapat M, Singh H, Sarma P, Bhadada SK, Shekhar N, Sharma S, Sinha S, Kumar S, Prakash A, Medhi B. Investigating the novel-binding site of RPA2 on Menin and predicting the effect of point mutation of Menin through protein-protein interactions. Sci Rep 2023; 13:9337. [PMID: 37291166 PMCID: PMC10250348 DOI: 10.1038/s41598-023-35599-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 05/20/2023] [Indexed: 06/10/2023] Open
Abstract
Protein-protein interactions (PPIs) play a critical role in all biological processes. Menin is tumor suppressor protein, mutated in multiple endocrine neoplasia type 1 syndrome and has been shown to interact with multiple transcription factors including (RPA2) subunit of replication protein A (RPA). RPA2, heterotrimeric protein required for DNA repair, recombination and replication. However, it's still remains unclear the specific amino acid residues that have been involved in Menin-RPA2 interaction. Thus, accurately predicting the specific amino acid involved in interaction and effects of MEN1 mutations on biological systems is of great interests. The experimental approaches for identifying amino acids in menin-RPA2 interactions are expensive, time-consuming, and challenging. This study leverages computational tools, free energy decomposition and configurational entropy scheme to annotate the menin-RPA2 interaction and effect on menin point mutation, thereby proposing a viable model of menin-RPA2 interaction. The menin-RPA2 interaction pattern was calculated on the basis of different 3D structures of menin and RPA2 complexes, constructed using homology modeling and docking strategy, generating three best-fit models: Model 8 (- 74.89 kJ/mol), Model 28 (- 92.04 kJ/mol) and Model 9 (- 100.4 kJ/mol). The molecular dynamic (MD) was performed for 200 ns and binding free energies and energy decomposition analysis were calculated using Molecular Mechanics Poisson-Boltzmann Surface Area (MM/PBSA) in GROMACS. From binding free energy change, model 8 of Menin-RPA2 exhibited most negative binding energy of - 205.624 kJ/mol, followed by model 28 of Menin-RPA2 with - 177.382 kJ/mol. After S606F point mutation in Menin, increase of BFE (ΔGbind) by - 34.09 kJ/mol in Model 8 of mutant Menin-RPA2 occurs. Interestingly, we found a significant reduction of BFE (ΔGbind) and configurational entropy by - 97.54 kJ/mol and - 2618 kJ/mol in mutant model 28 as compared the o wild type. Collectively, this is the first study to highlight the configurational entropy of protein-protein interactions thereby strengthening the prediction of two significant important interaction sites in menin for the binding of RPA2. These predicted sites could be vulnerable for structural alternation in terms of binding free energy and configurational entropy after missense mutation in menin.
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Affiliation(s)
- Gurjeet Kaur
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Research Block B, 4th Floor, Lab No 4044, Chandigarh, 160012, India
| | - Manisha Prajapat
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Research Block B, 4th Floor, Lab No 4044, Chandigarh, 160012, India
| | - Harvinder Singh
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Research Block B, 4th Floor, Lab No 4044, Chandigarh, 160012, India
| | - Phulen Sarma
- Department of Pharmacology, AIIMS, Guwahati, India
| | - Sanjay Kumar Bhadada
- Department of Endocrinology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Nishant Shekhar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Research Block B, 4th Floor, Lab No 4044, Chandigarh, 160012, India
| | - Saurabh Sharma
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Research Block B, 4th Floor, Lab No 4044, Chandigarh, 160012, India
| | - Shweta Sinha
- Department of Experimental Medicine and Biotechnology, PGIMER, Chandigarh, India
| | - Subodh Kumar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Research Block B, 4th Floor, Lab No 4044, Chandigarh, 160012, India
| | - Ajay Prakash
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Research Block B, 4th Floor, Lab No 4044, Chandigarh, 160012, India
| | - Bikash Medhi
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research (PGIMER), Research Block B, 4th Floor, Lab No 4044, Chandigarh, 160012, India.
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Chauhan A, Avti PK, Shekhar N, Prajapat M, Sarma P, Sangwan N, Singh J, Bhattacharyya A, Kumar S, Kaur H, Sharma S, Prakash A, Medhi B. An insight into the simulation directed understanding of the mechanism in SARS CoV-2 N-CTD, dimer integrity, and RNA-binding: Identifying potential antiviral inhibitors. J Biomol Struct Dyn 2022; 40:13912-13924. [PMID: 34751101 DOI: 10.1080/07391102.2021.1996463] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Coronavirus 2019 is a transmissible disease and has caused havoc throughout the world. The present study identifies the novel potential antiviral inhibitors against the nucleocapsid C-terminal domain that aids in RNA-binding and replication. A total of 485,629 compounds were screened, and MD was performed. The trajectory analysis (DCCM & PCA), structural integrity, and degree of compaction depicted the protein-ligand complex stability (PDB-PISA and Rgyr). Results obtained from screening shortlists 13 compounds possessing high Docking score. Further, seven compounds had a permissible RMSD limit (3 Å), with robust RMSF. Post-MD analysis of the top two compounds (204 and 502), DCCM & PCA analysis show a positive atomic displacements correlation among residues of active sites-dimer (Chain A and Chain B) & residual clustering. The ΔGint of RNA-bound (-83.5 kcal/mol) and drug-bound N-CTD-204 (-40.8 kcal/mol) and 502(-39.7 kcal/mol) as compared to Apo (-35.95 kcal/mol) suggests stabilization of protein, with less RNA-binding possibility. The Rgyr values depict the loss of compactness on RNA-binding when compared to the drug-bound N-CTD complex. Further, overlapping the protein complexes (0 ns and 100 ns) display significant changes in RMSD of the protein (204-2.07 Å and 502-1.89 Å) as compared to the Apo (1.72 Å) and RNA-bound form (1.76 Å), suggesting strong interaction for compound 204 as compared to 502. ADMET profiling indicates that these compounds can be used for further experiments (in vitro and pre-clinical). Compound 204 could be a promising candidate for targeting the N-protein-RNA assembly and viral replication.
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Affiliation(s)
- Arushi Chauhan
- Department of Biophysics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Pramod K Avti
- Department of Biophysics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Nishant Shekhar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Manisha Prajapat
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Phulen Sarma
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Namrata Sangwan
- Department of Biophysics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Jitender Singh
- Department of Biophysics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Anusuya Bhattacharyya
- Department of Ophthalmology, Government Medical College and Hospital, Chandigarh, India
| | - Subodh Kumar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Hardeep Kaur
- Department of Pediatrics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Saurabh Sharma
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ajay Prakash
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Bikash Medhi
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Prajapat M, Sarma P, Shekhar N, Chauhan A, Kaur G, Bhattacharyya A, Avti P, Choudhary G, Bansal S, Sharma S, Kaur H, Kumar S, Mann H, Raja A, Singh A, Singh R, Sharma AR, Prakash A, Medhi B. Virtual screening and molecular dynamics simulation study of approved drugs as a binder to the linoleic acid binding site on spike protein of SARS-CoV-2 and double mutant (E484Q and L452R). Indian J Pharmacol 2022; 54:431-442. [PMID: 36722555 PMCID: PMC10043821 DOI: 10.4103/ijp.ijp_111_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
INTRODUCTION Binding of linoleic acid (LA) to the spike trimer stabilizes it in closed conformation hindering its binding to angiotensin-converting enzyme-2, thus decreasing infectivity. In the current study, we tend to repurpose Food and Drug Administration-approved drugs as binder to the LA binding pocket in wild and double mutant spike protein. MATERIALS AND METHODS Approved drugs from DrugBank database (n = 2456) were prepared using Ligprep module of Schrodinger. Crystal structure of LA bound to spike trimer was retrieved (PDB: 6ZB4) and prepared using protein preparation wizard and grid was generated. A virtual screening was performed. With the help of molecular dynamics (MD) studies interaction profile of screened drugs were further evaluated. The selected hits were further evaluated for binding to the double mutant form of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2). RESULTS AND DISCUSSION Following virtual screening, a total of 26 molecules were shortlisted, which were further evaluated using 1ns MD simulation study. Four ligands showing better root mean square deviation (RMSD), RMSD to LA with interaction profile similar to LA were further evaluated using 100 ns MD simulation studies. A total of 2 hits were identified, which performed better than LA (selexipag and pralatrexate). Both these ligands were also found to bind to LA binding site of the double mutant form (E484Q and L452R); however, the binding affinity of pralatrexate was found to be better. CONCLUSION We have identified 2 ligands (selexipag and pralatrexate) as possible stable binders to the LA binding site in spike trimer (wild and mutant form). Among them, pralatrexate has shown in vitro activity against SARS-CoV-2, validating our study results.
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Affiliation(s)
| | - Phulen Sarma
- Department of Pharmacology, PGIMER, Chandigarh, India
| | | | | | - Gurjeet Kaur
- Department of Pharmacology, PGIMER, Chandigarh, India
| | | | - Pramod Avti
- Department of Biophysics, PGIMER, Chandigarh, India
| | | | - Seema Bansal
- Department of Pharmacology, PGIMER, Chandigarh, India
| | | | - Hardeep Kaur
- Department of Paediatrics, PGIMER, Chandigarh, India
| | - Subodh Kumar
- Department of Pharmacology, PGIMER, Chandigarh, India
| | | | - Anupam Raja
- Department of Pharmacology, PGIMER, Chandigarh, India
| | | | - Rahul Singh
- Department of Pharmacology, PGIMER, Chandigarh, India
| | | | - Ajay Prakash
- Department of Pharmacology, PGIMER, Chandigarh, India
| | - Bikash Medhi
- Department of Pharmacology, PGIMER, Chandigarh, India
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Raja A, Shekhar N, Singh H, Prakash A, Medhi B. In-silico discovery of dual active molecule to restore synaptic wiring against autism spectrum disorder via HDAC2 and H3R inhibition. PLoS One 2022; 17:e0268139. [PMID: 35877665 PMCID: PMC9312418 DOI: 10.1371/journal.pone.0268139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 04/22/2022] [Indexed: 11/23/2022] Open
Abstract
Metal-dependent histone deacetylases (HDACs) are essential epigenetic regulators; their molecular and pharmacological roles in medically critical diseases such as neuropsychiatric disorders, neurodegeneration, and cancer are being studied globally. HDAC2’s differential expression in the central nervous system makes it an appealing therapeutic target for chronic neurological diseases like autism spectrum disorder. In this study, we identified H3R inhibitor molecules that are computationally effective at binding to the HDAC2 metal-coordinated binding site. The study highlights the importance of pitolisant in screening the potential H3R inhibitors by using a hybrid workflow of ligand and receptor-based drug discovery. The screened lead compounds with PubChem SIDs 103179850, 103185945, and 103362074 show viable binding with HDAC2 in silico. The importance of ligand contacts with the Zn2+ ion in the HDAC2 catalytic site is also discussed and investigated for a significant role in enzyme inhibition. The proposed H3R inhibitors 103179850, 103185945, and 103362074 are estimated as dual-active molecules to block the HDAC2-mediated deacetylation of the EAAT2 gene (SLC1A2) and H3R-mediated synaptic transmission irregularity and are, therefore, open for experimental validation.
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Affiliation(s)
- Anupam Raja
- Department of Pharmacology, PGIMER, Chandigarh, India
| | | | | | - Ajay Prakash
- Department of Pharmacology, PGIMER, Chandigarh, India
| | - Bikash Medhi
- Department of Pharmacology, PGIMER, Chandigarh, India
- * E-mail:
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Singh H, Raja A, Shekhar N, Chauhan A, Prakash A, Avti P, Medhi B. Computational attributes of protein kinase-C gamma C2-domain & virtual screening for small molecules: elucidation from meta-dynamics simulations & free-energy calculations. J Biomol Struct Dyn 2022:1-12. [DOI: 10.1080/07391102.2022.2077447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Harvinder Singh
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Anupam Raja
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Nishant Shekhar
- Department of Medical Microbiology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Arushi Chauhan
- Department of Biophysics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ajay Prakash
- Department of Medical Microbiology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Pramod Avti
- Department of Biophysics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Bikash Medhi
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Shekhar N, Kaur H, Sarma P, Prakash A, Medhi B. Indomethacin: an exploratory study of antiviral mechanism and host-pathogen interaction in COVID-19. Expert Rev Anti Infect Ther 2021; 20:383-390. [PMID: 34633277 PMCID: PMC8544661 DOI: 10.1080/14787210.2022.1990756] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Introduction COVID-19, a dreadful pandemic that has impacted human life like no other pathogenic invasion, has claimed the lives of over 100 million people. The need for effective treatment strategies is still a subject of intense research considering the rapidly evolving genome and continental diversity. Indomethacin is administered mostly as co-treatment for affected patients as a non-steroidal anti-inflammatory drug (NSAID). However, the underlying mechanism of action is unresolved. This study explores the basal mechanism of indomethacin and potency in alleviating the damage caused by SARS-CoV-2 and discusses the experimental and clinical efficacy in recent studies. Areas covered The literature search and system biology-based network formation were employed to describe the potent effects and risks associated with indomethacin in in-vitro, in-vivo, and clinical studies. This study also highlights the plausible mechanism of antiviral action of indomethacin with its apparent viral protein targets. The SARS-CoV-2 protein, the interacting host proteins, and the effect of indomethacin on this interactome as a standalone treatment or as part of a co-therapy strategy are particularly emphasized using network modeling. Expert opinion Indomethacin has demonstrated excellent clinical endpoint characteristics in several studies, and we recommend that it be utilized in the treatment of mild-to-moderate COVID patients.
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Affiliation(s)
- Nishant Shekhar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, INDIA
| | - Harpinder Kaur
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, INDIA
| | - Phulen Sarma
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, INDIA
| | - Ajay Prakash
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, INDIA
| | - Bikash Medhi
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, INDIA
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Chauhan A, Avti P, Shekhar N, Prajapat M, Sarma P, Bhattacharyya A, Kumar S, Kaur H, Prakash A, Medhi B. Structural and conformational analysis of SARS CoV 2 N-CTD revealing monomeric and dimeric active sites during the RNA-binding and stabilization: Insights towards potential inhibitors for N-CTD. Comput Biol Med 2021; 134:104495. [PMID: 34022485 PMCID: PMC8123409 DOI: 10.1016/j.compbiomed.2021.104495] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 05/11/2021] [Accepted: 05/11/2021] [Indexed: 11/29/2022]
Abstract
The advent of SARS-CoV-2 has become a universal health issue with no appropriate cure available to date. The coronavirus nucleocapsid (N) protein combines viral genomic RNA into a ribonucleoprotein and protects the viral genome from the host's nucleases. Structurally, the N protein comprises two independent domains: the N-terminal domain (NTD) for RNA-binding and C-terminal domain (CTD) involved in RNA-binding, protein dimerization, and nucleocapsid stabilization. The present study explains the structural aspects associated with the involvement of nucleocapsid C-terminal domain in the subunit assembly that helps the RNA binding and further stabilizing the virus assembly by protecting RNA from the hosts exonucleases degradation. The molecular dynamics (MD) simulations of the N-CTD and RNA complex suggests two active sites (site I: a monomer) and (site II: a dimer) with structural stability (RMSD: ~2 Å), Cα fluctuations (RMSF: ~3 Å) and strong protein-ligand interactions were estimated through the SiteMap module of Schrodinger. Virtual screening of 2456 FDA-approved drugs using structure-based docking identified top two leads distinctively against Site-I (monomer): Ceftaroline fosamil (MM-GBSA = -47.12 kcal/mol) and Cefoperazone (-45.84 kcal/mol); and against Site-II (dimer): Boceprevir, (an antiviral protease inhibitor, -106.78 kcal/mol) and Ceftaroline fosamil (-99.55 kcal/mol). The DCCM and PCA of drugs Ceftaroline fosamil (PC1+PC2 = 71.9%) and Boceprevir (PC1 +PC2 = 61.6%) show significant correlated residue motions which suggests highly induced conformational changes in the N-CTD dimer. Therefore, we propose N-CTD as a druggable target with two active binding sites (monomer and dimer) involved in specific RNA binding and stability. The RNA binding site with Ceftaroline fosamil binding can prevent viral assembly and can act as an antiviral for coronavirus.
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Affiliation(s)
- Arushi Chauhan
- Department of Biophysics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Pramod Avti
- Department of Biophysics, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
| | - Nishant Shekhar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Manisha Prajapat
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Phulen Sarma
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | | | - Subodh Kumar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Hardeep Kaur
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ajay Prakash
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Bikash Medhi
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
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Avti P, Chauhan A, Shekhar N, Prajapat M, Sarma P, Kaur H, Bhattacharyya A, Kumar S, Prakash A, Sharma S, Medhi B. Computational basis of SARS-CoV 2 main protease inhibition: an insight from molecular dynamics simulation based findings. J Biomol Struct Dyn 2021; 40:8894-8904. [PMID: 33998950 PMCID: PMC8127165 DOI: 10.1080/07391102.2021.1922310] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The coronavirus disease 2019 (COVID-19) pandemic is caused by newly discovered severe acute respiratory syndrome-coronavirus 2 (SARS-CoV-2). One of the striking targets amongst all the proteins in coronavirus is the main protease (Mpro), as it plays vital biological roles in replication and maturation of the virus, and hence the potential target. The aim of this study is to repurpose the Food and Drug Administration (FDA) approved molecules via computer-aided drug designing against Mpro (PDB ID: 6Y2F) of SARS CoV-2 due to its high x-ray resolution of 1.95 Å as compared to other published Mprostructures. High Through Virtual Screening (HTVS) of 2456 FDA approved drugs using structure-based docking were analyzed. Molecular Dynamics simulations were performed to check the overall structural stability (RMSD), Cα fluctuations (RMSF) and protein-ligand interactions. Further, trajectory analysis was performed to assess the binding quality by exploiting the protein-residue motion cross correlation (DCCM) and binding free energy (MM/GBSA). Tenofovir, an antiretroviral for HIV-proteases and Terlipressin, a vasoconstrictor show stable RMSD, RMSF, better MM/GBSA with good cross correlation as compared to the Apo and O6K. Moreover, the results show concurrence with Nelfinavir, Lopinavir and Ritonavir which have shown significant inhibition in in vitro studies. Therefore, we conclude that Tenofovir and Terlipresssin might also show protease inhibition but are still open to clinical validation in case of SARS-CoV 2 treatment.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Pramod Avti
- Department of Biophysics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Arushi Chauhan
- Department of Biophysics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Nishant Shekhar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Manisha Prajapat
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Phulen Sarma
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Hardeep Kaur
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | | | - Subodh Kumar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ajay Prakash
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Saurabh Sharma
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Bikash Medhi
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India,CONTACT Bikash Medhi Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Kaur S, Sarma P, Kaur H, Prajapat M, Shekhar N, Bhattacharyya J, Kaur H, Kumar S, Medhi B, Ram J, Das D, Avti P, Prakash A, Singh R, Bhattacharyya A. Efficacy and Safety of Topical Cysteamine in Corneal Cystinosis: A Systematic Review and Meta-Analysis. Am J Ophthalmol 2021; 223:275-285. [PMID: 32888903 DOI: 10.1016/j.ajo.2020.07.052] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2020] [Revised: 07/23/2020] [Accepted: 07/24/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE To evaluate safety and efficacy of topical cysteamine ophthalmic solution for corneal cystinosis. METHODS Seven databases were searched (PubMed, OVID, EMBASE, Web of Science, Cochrane Central, Google Scholar, and ClinicalTrials.gov) for relevant studies, using appropriate keywords. Comparative observational studies and randomized controlled trials comparing cysteamine with control or other formulations for treatment of corneal or ophthalmic cystinosis were included. Outcome measurements were improvement or response to therapy, change in corneal cystine crystal score (CCCS), in vivo confocal microscopy score (IVCM), cystine crystal depth, contrast sensitivity (CS), photophobia score, and safety. DESIGN Systematic review and meta-analysis. RESULTS Seven studies were included. Compared to placebo and control, the cysteamine arm was better in terms of improvements and responses to therapy (2 studies showed a risk ratio [RR] of 16; 95% confidence interval [CI]: 2.30-111.37) and crystal density score (1 study showed a mean difference [MD] of -0.80; 95% CI: -1.56 to -0.04). No significant differences were observed in terms of improvement in CS (1 study showed an RR of 7.00; 95% CI: 0.47-103.27). Compared to cystamine, cysteamine showed benefits in terms of crystal density score (MD -0.94; 95% CI: -1.64 to -0.24). Compared to a newer formulation, the standard formulation (cysteamine [Cystaran]; 0.55% cysteamine hydrochloride + benzalkonium chloride 0.01%) performed better in terms of decreasing CCCS. Another newer, viscous formulation, Cystadrops, performed better than the standard formulation in terms of change in CCCS, IVCM score, corneal crystal depth, and photophobia score; however, local adverse effects and blurring were higher in the group receiving Cystadrops. CONCLUSIONS Conventional cysteamine (0.1% to 0.3%) performed better than placebo (control) in terms of response to therapy. In terms of decreasing corneal cystine density, cysteamine (0.55%) was better than cystamine (0.55%), and the viscous Cystadrops (0.55%) was better than the standard formulation (0.1%).
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Affiliation(s)
| | - Phulen Sarma
- Department of Pharmacology, PGIMER Chandigarh, India
| | - Hardeep Kaur
- Department of Pharmacology, PGIMER Chandigarh, India
| | | | | | | | | | - Subodh Kumar
- Department of Pharmacology, PGIMER Chandigarh, India
| | - Bikash Medhi
- Department of Pharmacology, PGIMER Chandigarh, India
| | - Jagat Ram
- Department of Ophthalmology, PGIMER, Chandigarh, India
| | - Dipankar Das
- Department of Ophthalmology, Sri Sankaradeva Nethralaya, Guwahati, Assam, India
| | - Pramod Avti
- Department of Biophysics, PGIMER Chandigarh, India
| | - Ajay Prakash
- Department of Pharmacology, PGIMER Chandigarh, India
| | - Rahul Singh
- Department of Pharmacology, PGIMER Chandigarh, India
| | - Anusuya Bhattacharyya
- Department of Ophthalmology, Government Medical College and Hospital, Chandigarh, Madras, Chennai, India.
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Kaur H, Shekhar N, Sharma S, Sarma P, Prakash A, Medhi B. Ivermectin as a potential drug for treatment of COVID-19: an in-sync review with clinical and computational attributes. Pharmacol Rep 2021; 73:736-749. [PMID: 33389725 PMCID: PMC7778723 DOI: 10.1007/s43440-020-00195-y] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 11/09/2020] [Accepted: 11/12/2020] [Indexed: 12/18/2022]
Abstract
INTRODUCTION COVID-19 cases are on surge; however, there is no efficient treatment or vaccine that can be used for its management. Numerous clinical trials are being reviewed for use of different drugs, biologics, and vaccines in COVID-19. A much empirical approach will be to repurpose existing drugs for which pharmacokinetic and safety data are available, because this will facilitate the process of drug development. The article discusses the evidence available for the use of Ivermectin, an anti-parasitic drug with antiviral properties, in COVID-19. METHODS A rational review of the drugs was carried out utilizing their clinically significant attributes. A more thorough understanding was met by virtual embodiment of the drug structure and realizable viral targets using artificial intelligence (AI)-based and molecular dynamics (MD)-simulation-based study. CONCLUSION Certain studies have highlighted the significance of ivermectin in COVID-19; however, it requires evidences from more Randomised Controlled Trials (RCTs) and dose- response studies to support its use. In silico-based analysis of ivermectin's molecular interaction specificity using AI and classical mechanics simulation-based methods indicates positive interaction of ivermectin with viral protein targets, which is leading for SARS-CoV 2 N-protein NTD (nucleocapsid protein N-terminal domain).
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Affiliation(s)
- Harpinder Kaur
- Department of Pharmacology, Post Graduate Institute of Medical Education and Reseasrch (PGIMER), Chandigarh, 160012, India
| | - Nishant Shekhar
- Department of Pharmacology, Post Graduate Institute of Medical Education and Reseasrch (PGIMER), Chandigarh, 160012, India
| | - Saurabh Sharma
- Department of Pharmacology, Post Graduate Institute of Medical Education and Reseasrch (PGIMER), Chandigarh, 160012, India
| | - Phulen Sarma
- Department of Pharmacology, Post Graduate Institute of Medical Education and Reseasrch (PGIMER), Chandigarh, 160012, India
| | - Ajay Prakash
- Department of Pharmacology, Post Graduate Institute of Medical Education and Reseasrch (PGIMER), Chandigarh, 160012, India
| | - Bikash Medhi
- Department of Pharmacology, Post Graduate Institute of Medical Education and Reseasrch (PGIMER), Chandigarh, 160012, India.
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Prajapat M, Shekhar N, Sarma P, Avti P, Singh S, Kaur H, Bhattacharyya A, Kumar S, Sharma S, Prakash A, Medhi B. Virtual screening and molecular dynamics study of approved drugs as inhibitors of spike protein S1 domain and ACE2 interaction in SARS-CoV-2. J Mol Graph Model 2020; 101:107716. [PMID: 32866780 PMCID: PMC7442136 DOI: 10.1016/j.jmgm.2020.107716] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Revised: 07/15/2020] [Accepted: 08/09/2020] [Indexed: 12/27/2022]
Abstract
BACKGROUND The receptor binding domain (RBD) of spike protein S1 domain SARS-CoV-2 plays a key role in the interaction with ACE2, which leads to subsequent S2 domain mediated membrane fusion and incorporation of viral RNA into host cells. In this study we tend to repurpose already approved drugs as inhibitors of the interaction between S1-RBD and the ACE2 receptor. METHODS 2456 approved drugs were screened against the RBD of S1 protein of SARS-CoV-2 (target PDB ID: 6M17). As the interacting surface between S1-RBD and ACE2 comprises of bigger region, the interacting surface was divided into 3 sites on the basis of interactions (site 1, 2 and 3) and a total of 5 grids were generated (site 1, site 2, site 3, site 1+site 2 and site 2+site 3). A virtual screening was performed using GLIDE implementing HTVS, SP and XP screening. The top hits (on the basis of docking score) were further screened for MM-GBSA. All the top hits were further evaluated in molecular dynamics studies. Performance of the virtual screening protocol was evaluated using enrichment studies. RESULT and discussion: We performed 5 virtual screening against 5 grids generated. A total of 42 compounds were identified after virtual screening. These drugs were further assessed for their interaction dynamics in molecular dynamics simulation. On the basis of molecular dynamics studies, we come up with 10 molecules with favourable interaction profile, which also interacted with physiologically important residues (residues taking part in the interaction between S1-RBD and ACE2. These are antidiabetic (acarbose), vitamins (riboflavin and levomefolic acid), anti-platelet agents (cangrelor), aminoglycoside antibiotics (Kanamycin, amikacin) bronchodilator (fenoterol), immunomodulator (lamivudine), and anti-neoplastic agents (mitoxantrone and vidarabine). However, while considering the relative side chain fluctuations when compared to the S1-RBD: ACE2 complex riboflavin, fenoterol, cangrelor and vidarabine emerged out as molecules with prolonged relative stability. CONCLUSION We identified 4 already approved drugs (riboflavin, fenoterol, cangrelor and vidarabine) as possible agents for repurposing as inhibitors of S1:ACE2 interaction. In-vitro validation of these findings are necessary for identification of a safe and effective inhibitor of S1: ACE2 mediated entry of SARS-CoV-2 into the host cell.
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Affiliation(s)
| | | | - Phulen Sarma
- Dept. of Pharmacology, PGIMER, Chandigarh, India.
| | - Pramod Avti
- Dept. of Biophysics, PGIMER, Chandigarh, India.
| | - Sanjay Singh
- Department of Biotechnology, Thapar Institute of Engineering and Technology, Patiala, India.
| | - Hardeep Kaur
- Dept. of Pharmacology, PGIMER, Chandigarh, India.
| | | | - Subodh Kumar
- Dept. of Pharmacology, PGIMER, Chandigarh, India.
| | | | - Ajay Prakash
- Dept. of Pharmacology, PGIMER, Chandigarh, India.
| | - Bikash Medhi
- Dept. of Pharmacology, PGIMER, Chandigarh, India.
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Sarma P, Bhattacharyya A, Kaur H, Prajapat M, Prakash A, Kumar S, Bansal S, Kirubakaran R, Reddy DH, Muktesh G, Kaushal K, Sharma S, Shekhar N, Avti P, Thota P, Medhi B. Efficacy and safety of steroid therapy in COVID-19: A rapid systematic review and Meta-analysis. Indian J Pharmacol 2020; 52:535-550. [PMID: 33666200 PMCID: PMC8092185 DOI: 10.4103/ijp.ijp_1146_20] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 01/31/2021] [Accepted: 02/01/2021] [Indexed: 12/15/2022] Open
Abstract
PURPOSE Although the use of steroids in the management of COVID-19 has been addressed by a few systematic review and meta-analysis, however, they also used data from "SARS-CoV" and "MERS-CoV." Again, most of these studies addressed only one severity category of patients or addressed only one efficacy endpoint (mortality). In this context, we conducted this meta-analysis to evaluate the efficacy and safety of steroid therapy among all severity categories of patients with COVID-19 (mild to moderate and severe to critical category) in terms of "mortality," "requirement of mechanical ventilation," "requirement of ICU" and clinical cure parameters. METHODS 11 databases were screened. Only randomized controlled trials (RCTs) or high quality (on the basis of risk of bias analysis) comparative-observational studies were included in the analysis. RevMan5.3 was used for the meta-analysis. RESULTS A total of 15 studies (3 RCT and 12 comparative-observational studies) were included. In the mechanically-ventilated COVID-19 population, treatment with dexamethasone showed significant protection against mortality (single study). Among severe and critically ill combined population, steroid administration was significantly associated with lowered mortality (risk ratio [RR] 0.83 [0.76-0.910]), lowered requirement of mechanical ventilation (RR 0.59 [0.51-0.69]), decreased requirement of intensive care unit (ICU) (RR 0.62 [0.45-0.86]), lowered length of ICU stay (single-study) and decreased duration of mechanical ventilation (two-studies). In mild to moderate population, steroid treatment was associated with a higher "duration of hospital stay," while no difference was seen in other domains. In patients at risk of progression to "acute respiratory distress syndrome," steroid administration was associated with "reduced requirement of mechanical ventilation" (single-study). CONCLUSION This study guides the use of steroid across patients with different severity categories of COVID-19. Among mechanically ventilated patients, steroid therapy may be beneficial in terms of reduced mortality. Among "severe and critical" patients; steroid therapy was associated with lowered mortality, decreased requirement of mechanical ventilation, and ICU. However, no benefit was observed in "mild to moderate" population. To conclude, among properly selected patient populations (based-upon clinical severity and biomarker status), steroid administration may prove beneficial in patients with COVID-19.
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Affiliation(s)
- Phulen Sarma
- Department of of Pharmacology, PGIMER Chandigarh, India
| | | | - Hardeep Kaur
- Department of of Pharmacology, PGIMER Chandigarh, India
| | | | - Ajay Prakash
- Department of of Pharmacology, PGIMER Chandigarh, India
| | - Subodh Kumar
- Department of of Pharmacology, PGIMER Chandigarh, India
| | - Seema Bansal
- Department of of Pharmacology, PGIMER Chandigarh, India
| | | | | | | | - Karanvir Kaushal
- Department of Clinical Biochemistry, AIIMS, Rishikesh, Uttarakhand, India
| | | | | | - Pramod Avti
- Department of Biophysics, PGIMER, Chandigarh, India
| | - Prasad Thota
- Department of pharmacology, Indian Pharmacopoeia Commission, Ghaziabad, UP, India
| | - Bikash Medhi
- Department of of Pharmacology, PGIMER Chandigarh, India
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15
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Prajapat M, Sarma P, Shekhar N, Kaur H, Singh S, Kumar S, Kaur H, Mahendiratta S, Sharma AR, Kaur S, Mahalmani VM, Medhi B. In silico docking and comparative ADMET profile of different glycogen synthase kinase 3 beta inhibitors as the potential leads for the development of anti-Alzheimer drug therapy. J Adv Pharm Technol Res 2020; 11:194-201. [PMID: 33425704 PMCID: PMC7784934 DOI: 10.4103/japtr.japtr_178_19] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 07/21/2020] [Accepted: 08/14/2020] [Indexed: 11/18/2022] Open
Abstract
Glycogen synthase kinase 3 beta (GSK3 β) plays a key role in pathologic hyper phosphorylation of tau and plays an important role in the pathogenesis of Alzheimer's disease. In the present study, we have screened a set of potential hits in in silico platform to gain insight regarding binding profile with the target (GSK3 β) from molecular docking, ADME/T, and molecular dynamics (MD) simulations. The three screened compounds 6-BIBEO, 6-BIO, and SB216763 topped the docking score chart when subjected to hard scoring function extraprecision of GLIDE. The active site dynamics study through MD simulations provides insights on residues Asp133, Val135, and Ile62 which are in a state of minimum deviation from their mean special position while they interact with the respective ligands. The same molecules also displayed favorable pharmacokinetic profile, negative Ames test and falls correctly within drug-likeliness rules. These agents can be taken forward further for the development of anti-Alzheimer's drug therapy.
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Affiliation(s)
| | - Phulen Sarma
- Department of Pharmacology, PGIMER, Chandigarh, India
| | | | - Hardeep Kaur
- Department of Pharmacology, PGIMER, Chandigarh, India
| | - Sanjay Singh
- Department of Biotechnology, Thapar Institute of Engineering and Technology, Patiala, Punjab, India
| | - Subodh Kumar
- Department of Pharmacology, PGIMER, Chandigarh, India
| | | | | | | | | | | | - Bikash Medhi
- Department of Pharmacology, PGIMER, Chandigarh, India
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16
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Varthya SB, Sarma P, Bhatia A, Shekhar N, Prajapat M, Kaur H, Thangaraju P, Kumar S, Singh R, Siingh A, Prakash A, Medhi B. Efficacy of green tea, its polyphenols and nanoformulation in experimental colitis and the role of non-canonical and canonical nuclear factor kappa beta (NF-kB) pathway: a preclinical in-vivo and in-silico exploratory study. J Biomol Struct Dyn 2020; 39:5314-5326. [DOI: 10.1080/07391102.2020.1785946] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Shoban Babu Varthya
- Department of Pharmacology, All India Institute of Medical Sciences, Jodhpur, India
| | - Phulen Sarma
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Alka Bhatia
- Department Experimental medicine and Biotechnology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Nishant Shekhar
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Manisha Prajapat
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Hardeep Kaur
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | | | - Subodh Kumar
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Rahul Singh
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Ashutosh Siingh
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Ajay Prakash
- Department of Pharmacology, All India Institute of Medical Sciences, Jodhpur, India
| | - Bikash Medhi
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
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17
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Bhattacharyya A, Kumar S, Sarma P, Kaur H, Prajapat M, Shekhar N, Bansal S, Avti P, Hazarika M, Sharma S, Mahendru D, Prakash A, Medhi B. Safety and efficacy of lopinavir/ritonavir combination in COVID-19: A systematic review, meta-analysis, and meta-regression analysis. Indian J Pharmacol 2020; 52:313-323. [PMID: 33078733 PMCID: PMC7722914 DOI: 10.4103/ijp.ijp_627_20] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 09/07/2020] [Accepted: 10/02/2020] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Being protease inhibitors and owing to their efficacy in SARS-CoV, lopinavir + ritonavir (L/R) combination is being used in the management of COVID-19. In this systematic review and meta-analysis, we have evaluated the comparative safety and efficacy of L/R combination. MATERIALS AND METHODS Comparative, observational studies and controlled clinical trials comparing L/R combination to standard of care (SOC)/control or any other antiviral agent/combinations were included. A total of 10 databases were searched to identify 13 studies that fulfilled the predefined inclusion/exclusion criteria. RESULTS No discernible beneficial effect was seen in the L/R group in comparison to SOC/control in terms of "progression to more severe state" (4 studies, odds ratio [OR]: 1.446 [0.722-2.895]), "mortality" (3 studies, OR: 1.208 [0.563-2.592]), and "virological cure on days 7-10" (3 studies, OR: 0.777 [0.371-1.630]), while the L/R combination arm performed better than the SOC/control arm in terms of "duration of hospital stay" (3 studies, mean difference (MD): -1.466 [-2.403 to - 0.529]) and "time to virological cure" (3 studies, MD: -3.272 [-6.090 to - 0.454]). No difference in efficacy was found between L/R versus hydroxychloroquine (HCQ) and L/R versus arbidol. However, in a single randomized controlled trail (open label), chloroquine (CQ) performed better than L/R. The combination L/R with arbidol may be beneficial (in terms of virological clearance and radiological improvement); however, we need more dedicated studies. Single studies report efficacy of L/R + interferon (IFN, either alpha or 1-beta) combination. We need more studies to delineate the proper effect size. Regarding adverse effects, except occurrence of diarrhea (higher in the L/R group), safety was comparable to SOC. CONCLUSION In our study, no difference was seen between the L/R combination and the SOC arm in terms of "progression to more severe state," "mortality," and virological cure on days 7-10;" however, some benefits in terms of "duration of hospital stay" and "time to virological cure" were seen. No significant difference in efficacy was seen when L/R was compared to arbidol and HCQ monotherapy. Except for the occurrence of diarrhea, which was higher in the L/R group, safety profile of L/R is comparable to SOC. Compared to L/R combination, CQ, L/R + arbidol, L/R + IFN-α, and L/R + IFN-1β showed better efficacy, but the external validity of these findings is limited by limited number of studies (1 study each).
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Affiliation(s)
- Anusuya Bhattacharyya
- Department of Ophthalmology, Government Medical College and Hospital, Sector 32, Chandigarh, India
| | - Subodh Kumar
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, Chandigarh, India
| | - Phulen Sarma
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, Chandigarh, India
| | - Hardeep Kaur
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, Chandigarh, India
| | - Manisha Prajapat
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, Chandigarh, India
| | - Nishant Shekhar
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, Chandigarh, India
| | - Seema Bansal
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, Chandigarh, India
| | - Pramod Avti
- Department of Biophysics, Post Graduate Institute of Medical Education and Research, Chandigarh, Chandigarh, India
| | - Mythili Hazarika
- Department of Psychiatry, Gauhati Medical College and Hospital, Guwahati, Assam, India
| | - Saurabh Sharma
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, Chandigarh, India
| | - Dhruv Mahendru
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, Chandigarh, India
| | - Ajay Prakash
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, Chandigarh, India
| | - Bikash Medhi
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, Chandigarh, India
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Prajapat M, Sarma P, Shekhar N, Prakash A, Avti P, Bhattacharyya A, Kaur H, Kumar S, Bansal S, Sharma AR, Medhi B. Update on the target structures of SARS-CoV-2: A systematic review. Indian J Pharmacol 2020; 52:142-149. [PMID: 32565603 PMCID: PMC7282679 DOI: 10.4103/ijp.ijp_338_20] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 05/15/2020] [Accepted: 05/18/2020] [Indexed: 01/18/2023] Open
Abstract
Knowledge of structural details is very much essential from the drug-design perspective. In the systematic review, we systematically reviewed the structural basis of different target proteins of SARS-corona virus (CoV2) from a viral life cycle and from drug design perspective. We searched four literature (PubMed, EMBASE, NATURE, and Willey online library) databases and one structural database (RCSB.org) with appropriate keywords till April 18, and finally, 26 articles were included in the systematic review. The published literature mainly centered upon the structural details of “spike protein,” “main protease/M Pro/3CL pro,” “RNA-dependent RNA polymerase,” and “nonstructural protein 15 Endoribonuclease” of SARS-CoV-2. However, inhibitor bound structures were very less. We need better structures elucidating the interactions between different targets and their inhibitors which will help us in understanding the atomic level importance of different amino acid residues in the functionality of the target structures. To summarize, we need structures with fine resolution, co-crystallized structures with biologically validated inhibitors, and functional characterization of different target proteins. Some other routes of entry of SARS-CoV-2 are also mentioned (e.g., CD147); however, these findings are not structurally validated. This review may pave way for better understanding of SARS-CoV-2 life cycle from structural biology perspective.
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Affiliation(s)
- Manisha Prajapat
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Phulen Sarma
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Nishant Shekhar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ajay Prakash
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Pramod Avti
- Department of Biophysics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Anusuya Bhattacharyya
- Departments of Ophthalmology, Government Medical College and Hospital, Chandigarh, India
| | - Hardeep Kaur
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Subodh Kumar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Seema Bansal
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Amit Raj Sharma
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Bikash Medhi
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Sarma P, Shekhar N, Prajapat M, Avti P, Kaur H, Kumar S, Singh S, Kumar H, Prakash A, Dhibar DP, Medhi B. In-silico homology assisted identification of inhibitor of RNA binding against 2019-nCoV N-protein (N terminal domain). J Biomol Struct Dyn 2020; 39:2724-2732. [PMID: 32266867 PMCID: PMC7256351 DOI: 10.1080/07391102.2020.1753580] [Citation(s) in RCA: 116] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
The N terminal domain (NTD) of Nucleocapsid protein (N protein) of coronavirus (CoV) binds to the viral (+) sense RNA and results in CoV ribonucleoprotien (CoV RNP) complex, essential for the virus replication. In this study, the RNA-binding N terminal domain (NTD) of the N protein was targeted for the identification of possible inhibitors of RNA binding. Two NTD structures of N proteins were selected (2OFZ and 1SSK, 92% homology) for virtual screening of 56,079 compounds from Asinex and Maybridge library to identify top 15 hits for each of the targets based on ‘docking score’. These top-hits were further screened for MM-GBSA binding free energy, pharmacokinetic properties (QikProp) and drug-likeness (SwissADME) and subjected to molecular dynamics (MD) studies. Two suitable binders (ZINC00003118440 and ZINC0000146942) against the target 2OFZ were identified. ZINC00003118440 is a theophylline derivative under the drug class ‘bronchodilators’ and further screening with approved bronchodilators was also studied to identify their ability to bind to the RNA binding region on the N protein. The other identified top hit is ZINC0000146942, which is a 3,4dihydropyrimidone class molecule. Hence this study suggests two important class of compounds, theophylline and pyrimidone derivaties as possible inhibitors of RNA binding to the N terminal domain of N protein of coronavirus, thus opening new avenues for in vitro validations. Communicated by Ramaswamy H. Sarma
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Affiliation(s)
- Phulen Sarma
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Nishant Shekhar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Manisha Prajapat
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Pramod Avti
- Department of Biophysics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Hardeep Kaur
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Subodh Kumar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Sanjay Singh
- Biomedical Informatics Centre, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Harish Kumar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ajay Prakash
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Deba Prasad Dhibar
- Internal Medicine, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Bikash Medhi
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Sarma P, Kaur H, Kumar H, Mahendru D, Avti P, Bhattacharyya A, Prajapat M, Shekhar N, Kumar S, Singh R, Singh A, Dhibar DP, Prakash A, Medhi B. Virological and clinical cure in COVID-19 patients treated with hydroxychloroquine: A systematic review and meta-analysis. J Med Virol 2020; 92:776-785. [PMID: 32297988 PMCID: PMC7262144 DOI: 10.1002/jmv.25898] [Citation(s) in RCA: 144] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Revised: 04/12/2020] [Accepted: 04/13/2020] [Indexed: 12/23/2022]
Abstract
Following the demonstration of the efficacy of hydroxychloroquine against severe acute respiratory syndrome coronavirus 2 in vitro, many trials started to evaluate its efficacy in clinical settings. However, no systematic review and meta-analysis have addressed the issue of the safety and efficacy of hydroxychloroquine (HCQ) in coronavirus disease 2019. We conducted a systematic review and meta-analysis with the objectives of evaluation of safety and efficacy of HCQ alone or in combination in terms of "time to clinical cure," "virological cure," "death or clinical worsening of disease," "radiological progression," and safety. RevMan was used for meta-analysis. We searched 16 literature databases out of which seven studies (n = 1358) were included in the systematic review. In terms of clinical cure, two studies reported possible benefit in "time to body temperature normalization" and one study reported less "cough days" in the HCQ arm. Treatment with HCQ resulted in less number of cases showing the radiological progression of lung disease (odds ratio [OR], 0.31, 95% confidence interval [CI], 0.11-0.9). No difference was observed in virological cure (OR, 2.37, 95% CI, 0.13-44.53), death or clinical worsening of disease (OR, 1.37, 95% CI, 1.37-21.97), and safety (OR, 2.19, 95% CI, 0.59-8.18), when compared with the control/conventional treatment. Five studies reported either the safety or efficacy of HCQ + azithromycin. Although seems safe and effective, more data are required for a definitive conclusion. HCQ seems to be promising in terms of less number of cases with radiological progression with a comparable safety profile to control/conventional treatment. We need more data to come to a definite conclusion.
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Affiliation(s)
- Phulen Sarma
- Department of Pharmacology, Post Graduate Institute of Medical Research, Chandigarh, India
| | - Hardeep Kaur
- Department of Pharmacology, Post Graduate Institute of Medical Research, Chandigarh, India
| | - Harish Kumar
- Department of Pharmacology, Post Graduate Institute of Medical Research, Chandigarh, India
| | - Dhruv Mahendru
- Department of Pharmacology, Post Graduate Institute of Medical Research, Chandigarh, India
| | - Pramod Avti
- Department of Biophysics, Post Graduate Institute of Medical Research, Chandigarh, India
| | - Anusuya Bhattacharyya
- Department of Ophthalmology, Government Medical College and Hospital, Chandigarh, India
| | - Manisha Prajapat
- Department of Pharmacology, Post Graduate Institute of Medical Research, Chandigarh, India
| | - Nishant Shekhar
- Department of Pharmacology, Post Graduate Institute of Medical Research, Chandigarh, India
| | - Subodh Kumar
- Department of Pharmacology, Post Graduate Institute of Medical Research, Chandigarh, India
| | - Rahul Singh
- Department of Pharmacology, Post Graduate Institute of Medical Research, Chandigarh, India
| | - Ashutosh Singh
- Department of Pharmacology, Post Graduate Institute of Medical Research, Chandigarh, India
| | - Deba Prasad Dhibar
- Department of Internal medicine, Post Graduate Institute of Medical Research, Chandigarh, India
| | - Ajay Prakash
- Department of Pharmacology, Post Graduate Institute of Medical Research, Chandigarh, India
| | - Bikash Medhi
- Department of Pharmacology, Post Graduate Institute of Medical Research, Chandigarh, India
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Prajapat M, Sarma P, Shekhar N, Avti P, Sinha S, Kaur H, Kumar S, Bhattacharyya A, Kumar H, Bansal S, Medhi B. Drug targets for corona virus: A systematic review. Indian J Pharmacol 2020; 52:56-65. [PMID: 32201449 PMCID: PMC7074424 DOI: 10.4103/ijp.ijp_115_20] [Citation(s) in RCA: 274] [Impact Index Per Article: 68.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 02/23/2020] [Accepted: 02/25/2020] [Indexed: 12/31/2022] Open
Abstract
The 2019-novel coronavirus (nCoV) is a major source of disaster in the 21th century. However, the lack of specific drugs to prevent/treat an attack is a major need at this current point of time. In this regard, we conducted a systematic review to identify major druggable targets in coronavirus (CoV). We searched PubMed and RCSB database with keywords HCoV, NCoV, corona virus, SERS-CoV, MERS-CoV, 2019-nCoV, crystal structure, X-ray crystallography structure, NMR structure, target, and drug target till Feb 3, 2020. The search identified seven major targets (spike protein, envelop protein, membrane protein, protease, nucleocapsid protein, hemagglutinin esterase, and helicase) for which drug design can be considered. There are other 16 nonstructural proteins (NSPs), which can also be considered from the drug design perspective. The major structural proteins and NSPs may serve an important role from drug design perspectives. However, the occurrence of frequent recombination events is a major deterrent factor toward the development of CoV-specific vaccines/drugs.
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Affiliation(s)
- Manisha Prajapat
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Phulen Sarma
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Nishant Shekhar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Pramod Avti
- Department of Biophysics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Shweta Sinha
- Department of Parasitology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Hardeep Kaur
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Subodh Kumar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Anusuya Bhattacharyya
- Departments of Ophthalmology, Government Medical College and Hospital, Chandigarh, India
| | - Harish Kumar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Seema Bansal
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Bikash Medhi
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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22
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Prajapat M, Sarma P, Shekhar N, Avti P, Sinha S, Kaur H, Kumar S, Bhattacharyya A, Kumar H, Bansal S, Medhi B. Drug targets for corona virus: A systematic review. Indian J Pharmacol 2020. [PMID: 32201449 DOI: 10.4103/ijp.ijp.115-20] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/15/2023] Open
Abstract
The 2019-novel coronavirus (nCoV) is a major source of disaster in the 21th century. However, the lack of specific drugs to prevent/treat an attack is a major need at this current point of time. In this regard, we conducted a systematic review to identify major druggable targets in coronavirus (CoV). We searched PubMed and RCSB database with keywords HCoV, NCoV, corona virus, SERS-CoV, MERS-CoV, 2019-nCoV, crystal structure, X-ray crystallography structure, NMR structure, target, and drug target till Feb 3, 2020. The search identified seven major targets (spike protein, envelop protein, membrane protein, protease, nucleocapsid protein, hemagglutinin esterase, and helicase) for which drug design can be considered. There are other 16 nonstructural proteins (NSPs), which can also be considered from the drug design perspective. The major structural proteins and NSPs may serve an important role from drug design perspectives. However, the occurrence of frequent recombination events is a major deterrent factor toward the development of CoV-specific vaccines/drugs.
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Affiliation(s)
- Manisha Prajapat
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Phulen Sarma
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Nishant Shekhar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Pramod Avti
- Department of Biophysics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Shweta Sinha
- Department of Parasitology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Hardeep Kaur
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Subodh Kumar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Anusuya Bhattacharyya
- Departments of Ophthalmology, Government Medical College and Hospital, Chandigarh, India
| | - Harish Kumar
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Seema Bansal
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Bikash Medhi
- Department of Pharmacology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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