851
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Vijayakumar BG, Ramesh D, Joji A, Jayachandra prakasan J, Kannan T. In silico pharmacokinetic and molecular docking studies of natural flavonoids and synthetic indole chalcones against essential proteins of SARS-CoV-2. Eur J Pharmacol 2020; 886:173448. [PMID: 32768503 PMCID: PMC7406432 DOI: 10.1016/j.ejphar.2020.173448] [Citation(s) in RCA: 75] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 07/29/2020] [Accepted: 07/29/2020] [Indexed: 01/18/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is distinctly infective and there is an ongoing effort to find a cure for this pandemic. Flavonoids exist in many diets as well as in traditional medicine, and their modern subset, indole-chalcones, are effective in fighting various diseases. Hence, these flavonoids and structurally similar indole chalcones derivatives were studied in silico for their pharmacokinetic properties including absorption, distribution, metabolism, excretion, toxicity (ADMET) and anti-SARS-CoV-2 properties against their proteins, namely, RNA dependent RNA polymerase (rdrp), main protease (Mpro) and Spike (S) protein via homology modelling and docking. Interactions were studied with respect to biology and function of SARS-CoV-2 proteins for activity. Functional/structural roles of amino acid residues of SARS-CoV-2 proteins and, the effect of flavonoid and indole chalcone interactions which may cause disease suppression are discussed. The results reveal that out of 23 natural flavonoids and 25 synthetic indole chalcones, 30 compounds are capable of Mpro deactivation as well as potentially lowering the efficiency of Mpro function. Cyanidin may inhibit RNA polymerase function and, Quercetin is found to block interaction sites on the viral spike. These results suggest flavonoids and their modern pharmaceutical cousins, indole chalcones are capable of fighting SARS-CoV-2. The in vitro anti-SARS-CoV-2 activity of these 30 compounds needs to be studied further for complete understanding and confirmation of their inhibitory potential.
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852
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Lau BT, Pavlichin D, Hooker AC, Almeda A, Shin G, Chen J, Sahoo MK, Huang C, Pinsky BA, Lee H, Ji HP. Profiling SARS-CoV-2 mutation fingerprints that range from the viral pangenome to individual infection quasispecies. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2020:2020.11.02.20224816. [PMID: 33173909 PMCID: PMC7654905 DOI: 10.1101/2020.11.02.20224816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
Background The genome of SARS-CoV-2 is susceptible to mutations during viral replication due to the errors generated by RNA-dependent RNA polymerases. These mutations enable the SARS-CoV-2 to evolve into new strains. Viral quasispecies emerge from de novo mutations that occur in individual patients. In combination, these sets of viral mutations provide distinct genetic fingerprints that reveal the patterns of transmission and have utility in contract tracing. Methods Leveraging thousands of sequenced SARS-CoV-2 genomes, we performed a viral pangenome analysis to identify conserved genomic sequences. We used a rapid and highly efficient computational approach that relies on k-mers, short tracts of sequence, instead of conventional sequence alignment. Using this method, we annotated viral mutation signatures that were associated with specific strains. Based on these highly conserved viral sequences, we developed a rapid and highly scalable targeted sequencing assay to identify mutations, detect quasispecies and identify mutation signatures from patients. These results were compared to the pangenome genetic fingerprints. Results We built a k-mer index for thousands of SARS-CoV-2 genomes and identified conserved genomics regions and landscape of mutations across thousands of virus genomes. We delineated mutation profiles spanning common genetic fingerprints (the combination of mutations in a viral assembly) and rare ones that occur in only small fraction of patients. We developed a targeted sequencing assay by selecting primers from the conserved viral genome regions to flank frequent mutations. Using a cohort of SARS-CoV-2 clinical samples, we identified genetic fingerprints consisting of strain-specific mutations seen across populations and de novo quasispecies mutations localized to individual infections. We compared the mutation profiles of viral samples undergoing analysis with the features of the pangenome. Conclusions We conducted an analysis for viral mutation profiles that provide the basis of genetic fingerprints. Our study linked pangenome analysis with targeted deep sequenced SARS-CoV-2 clinical samples. We identified quasispecies mutations occurring within individual patients, mutations demarcating dominant species and the prevalence of mutation signatures, of which a significant number were relatively unique. Analysis of these genetic fingerprints may provide a way of conducting molecular contact tracing.
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Affiliation(s)
- Billy T. Lau
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, United States
- Stanford Genome Technology Center West, Stanford University, Palo Alto, CA, 94304, United States
| | - Dmitri Pavlichin
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, United States
| | - Anna C. Hooker
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, United States
| | - Alison Almeda
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, United States
| | - Giwon Shin
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, United States
| | - Jiamin Chen
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, United States
| | - Malaya K. Sahoo
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, United States
| | - ChunHong Huang
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, United States
| | - Benjamin A. Pinsky
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, United States
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, 94305, United States
| | - HoJoon Lee
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, United States
| | - Hanlee P. Ji
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, United States
- Stanford Genome Technology Center West, Stanford University, Palo Alto, CA, 94304, United States
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853
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Adhikari N, Amin SA, Jha T. Dissecting the Drug Development Strategies Against SARS-CoV-2 Through Diverse Computational Modeling Techniques. ACTA ACUST UNITED AC 2020. [DOI: 10.1007/7653_2020_46] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
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854
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Bresson S, Robertson N, Sani E, Turowski TW, Shchepachev V, Kompauerova M, Spanos C, Helwak A, Tollervey D. Integrative vectors for regulated expression of SARS-CoV-2 proteins implicated in RNA metabolism. Wellcome Open Res 2020; 5:261. [PMID: 33313418 PMCID: PMC7721065 DOI: 10.12688/wellcomeopenres.16322.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/22/2020] [Indexed: 11/20/2022] Open
Abstract
Infection with SARS-CoV-2 is expected to result in substantial reorganization of host cell RNA metabolism. We identified 14 proteins that were predicted to interact with host RNAs or RNA binding proteins, based on published data for SARS-CoV and SARS-CoV-2. Here, we describe a series of affinity-tagged and codon-optimized expression constructs for each of these 14 proteins. Each viral gene was separately tagged at the N-terminus with Flag-His 8, the C-terminus with His 8-Flag, or left untagged. The resulting constructs were stably integrated into the HEK293 Flp-In T-REx genome. Each viral gene was expressed under the control of an inducible Tet-On promoter, allowing expression levels to be tuned to match physiological conditions during infection. Expression time courses were successfully generated for most of the fusion proteins and quantified by western blot. A few fusion proteins were poorly expressed, whereas others, including Nsp1, Nsp12, and N protein, were toxic unless care was taken to minimize background expression. All plasmids can be obtained from Addgene and cell lines are available. We anticipate that availability of these resources will facilitate a more detailed understanding of coronavirus molecular biology.
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Affiliation(s)
- Stefan Bresson
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3BF, UK
| | - Nic Robertson
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3BF, UK
| | - Emanuela Sani
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3BF, UK
| | - Tomasz W Turowski
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3BF, UK
| | - Vadim Shchepachev
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3BF, UK
| | - Michaela Kompauerova
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3BF, UK
| | - Christos Spanos
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3BF, UK
| | - Aleksandra Helwak
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3BF, UK
| | - David Tollervey
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Kings Buildings, Mayfield Road, Edinburgh, EH9 3BF, UK
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855
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Jovanovic D, Tremmel P, Pallan PS, Egli M, Richert C. The Enzyme‐Free Release of Nucleotides from Phosphoramidates Depends Strongly on the Amino Acid. Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.202008665] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Dejana Jovanovic
- Institut für Organische Chemie Universität Stuttgart 70569 Stuttgart Germany
| | - Peter Tremmel
- Institut für Organische Chemie Universität Stuttgart 70569 Stuttgart Germany
| | - Pradeep S. Pallan
- Department of Biochemistry Vanderbilt University School of Medicine Nashville TN 37232 USA
| | - Martin Egli
- Department of Biochemistry Vanderbilt University School of Medicine Nashville TN 37232 USA
| | - Clemens Richert
- Institut für Organische Chemie Universität Stuttgart 70569 Stuttgart Germany
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856
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Jovanovic D, Tremmel P, Pallan PS, Egli M, Richert C. The Enzyme-Free Release of Nucleotides from Phosphoramidates Depends Strongly on the Amino Acid. Angew Chem Int Ed Engl 2020; 59:20154-20160. [PMID: 32757352 PMCID: PMC7436718 DOI: 10.1002/anie.202008665] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 08/04/2020] [Indexed: 12/23/2022]
Abstract
Phosphoramidates composed of an amino acid and a nucleotide analogue are critical metabolites of prodrugs, such as remdesivir. Hydrolysis of the phosphoramidate liberates the nucleotide, which can then be phosphorylated to become the pharmacologically active triphosphate. Enzymatic hydrolysis has been demonstrated, but a spontaneous chemical process may also occur. We measured the rate of enzyme-free hydrolysis for 17 phosphoramidates of ribonucleotides with amino acids or related compounds at pH 7.5. Phosphoramidates of proline hydrolyzed fast, with a half-life time as short as 2.4 h for Pro-AMP in ethylimidazole-containing buffer at 37 °C; 45-fold faster than Ala-AMP and 120-fold faster than Phe-AMP. Crystal structures of Gly-AMP, Pro-AMP, βPro-AMP and Phe-AMP bound to RNase A as crystallization chaperone showed how well the carboxylate is poised to attack the phosphoramidate, helping to explain this reactivity. Our results are significant for the design of new antiviral prodrugs.
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Affiliation(s)
- Dejana Jovanovic
- Institut für Organische ChemieUniversität Stuttgart70569StuttgartGermany
| | - Peter Tremmel
- Institut für Organische ChemieUniversität Stuttgart70569StuttgartGermany
| | - Pradeep S. Pallan
- Department of BiochemistryVanderbilt UniversitySchool of MedicineNashvilleTN37232USA
| | - Martin Egli
- Department of BiochemistryVanderbilt UniversitySchool of MedicineNashvilleTN37232USA
| | - Clemens Richert
- Institut für Organische ChemieUniversität Stuttgart70569StuttgartGermany
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857
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Weisshoff H, Krylova O, Nikolenko H, Düngen HD, Dallmann A, Becker S, Göttel P, Müller J, Haberland A. Aptamer BC 007 - Efficient binder of spreading-crucial SARS-CoV-2 proteins. Heliyon 2020; 6:e05421. [PMID: 33163683 PMCID: PMC7605794 DOI: 10.1016/j.heliyon.2020.e05421] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 10/27/2020] [Accepted: 10/29/2020] [Indexed: 01/18/2023] Open
Abstract
Corona virus disease 2019 (COVID-19) is a respiratory disease caused by a new coronavirus (SARS-CoV-2) which causes significant morbidity and mortality. The emergence of this novel and highly pathogenic SARS-CoV-2 and its rapid international spread poses a serious global public health emergency. To date 32,174,627 cases, of which 962,613 (2.99%) have died, have been reported (https://www.who.int/westernpacific/health-topics/coronavirus, accessed 23 Sep 2020). The outbreak was declared a Public Health Emergency of International Concern on 30 January 2020. There are still not many SARS-CoV-2-specific and effective treatments or vaccines available. A second round of infection is obviously unavoidable. Aptamers had already been at the centre of interest in the fight against viruses before now. The selection and development of a new aptamer is, however, a time-consuming process. We therefore checked whether a clinically developed aptamer, BC 007, which is currently in phase 2 of clinical testing for a different indication, would also be able to efficiently bind DNA-susceptible peptide structures from SARS-CoV-2-spreading crucial proteins, such as the receptor binding domain (RBD) of the spike protein and the RNA dependent RNA polymerase of SARS-CoV-2 (re-purposing). Indeed, several such sequence-sections have been identified. In particular for two of these sequences, BC 007 showed specific binding in a therapy-relevant concentration range, as shown in Nuclear magnetic resonance (NMR)- and Circular dicroism (CD)-spectroscopy and isothermal titration calorimetry (ITC). The excellent clinical toxicity and tolerability profile of this substance opens up an opportunity for rapid clinical testing of its COVID-19 effectiveness.
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Affiliation(s)
- Hardy Weisshoff
- Department of Chemistry, NMR Facility, Humboldt University of Berlin, Brook-Taylor-Straße 2, 12489 Berlin, Germany
| | - Oxana Krylova
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie im Forschungsverbund Berlin e.V. (FMP), Robert-Rössle-Str. 10, 13125 Berlin, Germany
| | - Heike Nikolenko
- Leibniz-Forschungsinstitut für Molekulare Pharmakologie im Forschungsverbund Berlin e.V. (FMP), Robert-Rössle-Str. 10, 13125 Berlin, Germany
| | - Hans-Dirk Düngen
- Department of Internal Medicine and Cardiology, Campus Virchow Klinikum, Charité-Universitätsmedizin, Augustenburger Platz 1, 13353 Berlin, Germany
| | - Andre Dallmann
- Department of Chemistry, NMR Facility, Humboldt University of Berlin, Brook-Taylor-Straße 2, 12489 Berlin, Germany
| | - Susanne Becker
- Berlin Cures GmbH, Knesebeckstr. 59-61, 10719 Berlin, Germany
| | - Peter Göttel
- Berlin Cures GmbH, Knesebeckstr. 59-61, 10719 Berlin, Germany
| | - Johannes Müller
- Berlin Cures GmbH, Knesebeckstr. 59-61, 10719 Berlin, Germany
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858
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Banu S, Jolly B, Mukherjee P, Singh P, Khan S, Zaveri L, Shambhavi S, Gaur N, Reddy S, Kaveri K, Srinivasan S, Gopal DR, Siva AB, Thangaraj K, Tallapaka KB, Mishra RK, Scaria V, Sowpati DT. A Distinct Phylogenetic Cluster of Indian Severe Acute Respiratory Syndrome Coronavirus 2 Isolates. Open Forum Infect Dis 2020; 7:ofaa434. [PMID: 33200080 PMCID: PMC7543508 DOI: 10.1093/ofid/ofaa434] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 09/16/2020] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND From an isolated epidemic, coronavirus disease 2019 has now emerged as a global pandemic. The availability of genomes in the public domain after the epidemic provides a unique opportunity to understand the evolution and spread of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus across the globe. METHODS We performed whole-genome sequencing of 303 Indian isolates, and we analyzed them in the context of publicly available data from India. RESULTS We describe a distinct phylogenetic cluster (Clade I/A3i) of SARS-CoV-2 genomes from India, which encompasses 22% of all genomes deposited in the public domain from India. Globally, approximately 2% of genomes, which to date could not be mapped to any distinct known cluster, fall within this clade. CONCLUSIONS The cluster is characterized by a core set of 4 genetic variants and has a nucleotide substitution rate of 1.1 × 10-3 variants per site per year, which is lower than the prevalent A2a cluster. Epidemiological assessments suggest that the common ancestor emerged at the end of January 2020 and possibly resulted in an outbreak followed by countrywide spread. To the best of our knowledge, this is the first comprehensive study characterizing this cluster of SARS-CoV-2 in India.
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Affiliation(s)
- Sofia Banu
- CSIR Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, India
| | - Bani Jolly
- CSIR Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
- Academy of Scientific and Innovative Research, CSIR-Human Resource Development Centre (HRDC) Campus, Ghaziabad, Uttar Pradesh, India
| | - Payel Mukherjee
- CSIR Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, India
| | - Priya Singh
- CSIR Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, India
| | - Shagufta Khan
- CSIR Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, India
| | - Lamuk Zaveri
- CSIR Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, India
| | - Sakshi Shambhavi
- CSIR Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, India
- Academy of Scientific and Innovative Research, CSIR-Human Resource Development Centre (HRDC) Campus, Ghaziabad, Uttar Pradesh, India
| | - Namami Gaur
- CSIR Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, India
| | - Shashikala Reddy
- Department of Microbiology, Osmania Medical College, Koti, Hyderabad, India
| | - K Kaveri
- Department of Virology, King Institute of Preventive Medicine & Research, Guindy, Chennai, India
| | | | - Dhinakar Raj Gopal
- Centre for Animal Health Studies, Tamil Nadu Veterinary and Animal Sciences University, Chennai, India
| | | | | | | | - Rakesh K Mishra
- CSIR Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, India
| | - Vinod Scaria
- CSIR Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India
| | - Divya Tej Sowpati
- CSIR Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, India
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859
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Machitani M, Yasukawa M, Nakashima J, Furuichi Y, Masutomi K. RNA-dependent RNA polymerase, RdRP, a promising therapeutic target for cancer and potentially COVID-19. Cancer Sci 2020; 111:3976-3984. [PMID: 32805774 PMCID: PMC7461281 DOI: 10.1111/cas.14618] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 08/11/2020] [Accepted: 08/13/2020] [Indexed: 12/12/2022] Open
Abstract
A recent outbreak of coronavirus disease (COVID-19) caused by the novel severe acute respiratory syndrome coronavirus 2 has driven a global pandemic with catastrophic consequences. The rapid development of promising therapeutic strategies against COVID-19 is keenly anticipated. Family Coronaviridae comprises positive, single-stranded RNA viruses that use RNA-dependent RNA polymerase (RdRP) for viral replication and transcription. As the RdRP of viruses in this family and others plays a pivotal role in infection, it is a promising therapeutic target for developing antiviral agents against them. A critical genetic driver for many cancers is the catalytic subunit of telomerase: human telomerase reverse transcriptase (hTERT), identified initially as an RNA-dependent DNA polymerase. However, even though hTERT is a DNA polymerase, it has phylogenetic and structural similarities to viral RdRPs. Researchers worldwide, including the authors of this review, are engaged in developing therapeutic strategies targeting hTERT. We have published a series of papers reporting that hTERT has RdRP activity and that this RdRP activity in hTERT is essential for tumor formation. Here, we review the enzymatic function of RdRP in virus proliferation and tumor development, reminding us of how the study of the novel coronavirus has brought us to the unexpected intersection of cancer research and RNA virus research.
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Affiliation(s)
- Mitsuhiro Machitani
- Division of Cancer Stem CellNational Cancer Center Research InstituteTokyoJapan
| | - Mami Yasukawa
- Division of Cancer Stem CellNational Cancer Center Research InstituteTokyoJapan
| | - Jotaro Nakashima
- Division of Cancer Stem CellNational Cancer Center Research InstituteTokyoJapan
| | | | - Kenkichi Masutomi
- Division of Cancer Stem CellNational Cancer Center Research InstituteTokyoJapan
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860
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Singh P, Pathania S, Rawal R. Exploring RdRp-remdesivir interactions to screen RdRp inhibitors for the management of novel coronavirus 2019-nCoV. SAR AND QSAR IN ENVIRONMENTAL RESEARCH 2020; 31:857-867. [PMID: 33100032 PMCID: PMC7597014 DOI: 10.1080/1062936x.2020.1825014] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 09/14/2020] [Indexed: 06/11/2023]
Abstract
A novel coronavirus recently identified in Wuhan, China (2019-nCoV) has resulted in an increasing number of patients globally, and has become a highly lethal pathogenic member of the coronavirus family affecting humans. 2019-nCoV has established itself as one of the most threatening pandemics that human beings have faced, and therefore analysis and evaluation of all possible responses against infection is required. One such strategy includes utilizing the knowledge gained from the SARS and MERS outbreaks regarding existing antivirals. Indicating a potential for success, one of the drugs, remdesivir, under repurposing studies, has shown positive results in initial clinical studies. Therefore, in the current work, the authors have attempted to utilize the remdesivir-RdRp complex - RdRp (RNA-dependent RNA polymerase) being the putative target for remdesivir - to screen a library of the already reported RdRp inhibitor database. Further clustering on the basis of structural features and scoring refinement was performed to filter out false positive hits. Finally, molecular dynamics simulation was carried out to validate the identification of hits as RdRp inhibitors against novel coronavirus 2019-nCoV. The results yielded two putative hits which can inhibit RdRp with better potency than remdesivir, subject to further biological evaluation.
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Affiliation(s)
- P.K. Singh
- Department of Chemistry and Pharmacy, University of Sassari, Sassari, Italy
| | - S. Pathania
- Department of Pharmaceutical Chemistry, ISF College of Pharmacy, Moga, India
| | - R.K. Rawal
- Chemical Sciences and Technology Division (CSTD), CSIR-North East Institute of Science and Technology, Jorhat, India
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861
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Kato K, Honma T, Fukuzawa K. Intermolecular interaction among Remdesivir, RNA and RNA-dependent RNA polymerase of SARS-CoV-2 analyzed by fragment molecular orbital calculation. J Mol Graph Model 2020; 100:107695. [PMID: 32702590 PMCID: PMC7363421 DOI: 10.1016/j.jmgm.2020.107695] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 06/30/2020] [Accepted: 07/06/2020] [Indexed: 01/18/2023]
Abstract
COVID-19, a disease caused by a new strain of coronavirus (SARS-CoV-2) originating from Wuhan, China, has now spread around the world, triggering a global pandemic, leaving the public eagerly awaiting the development of a specific medicine and vaccine. In response, aggressive efforts are underway around the world to overcome COVID-19. In this study, referencing the data published on the Protein Data Bank (PDB ID: 7BV2) on April 22, we conducted a detailed analysis of the interaction between the complex structures of the RNA-dependent RNA polymerase (RdRp) of SARS-CoV-2 and Remdesivir, an antiviral drug, from the quantum chemical perspective based on the fragment molecular orbital (FMO) method. In addition to the hydrogen bonding and intra-strand stacking between complementary strands as seen in normal base pairs, Remdesivir bound to the terminus of an primer-RNA strand was further stabilized by diagonal π-π stacking with the -1A' base of the complementary strand and an additional hydrogen bond with an intra-strand base, due to the effect of chemically modified functional group. Moreover, stable OH/π interaction is also formed with Thr687 of the RdRp. We quantitatively revealed the exhaustive interaction within the complex among Remdesivir, template-primer-RNA, RdRp and co-factors, and published the results in the FMODB database.
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Affiliation(s)
- Koichiro Kato
- Department of Applied Chemistry, Graduate School of Engineering, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka, 819-0395, Japan; Center for Molecular Systems (CMS), Kyushu University, 744 Motooka, Nishi-ku, Fukuoka, 819-0395, Japan.
| | - Teruki Honma
- RIKEN Center for Biosystems Dynamics Research, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa, 230-0045, Japan.
| | - Kaori Fukuzawa
- Department of Physical Chemistry, School of Pharmacy and Pharmaceutical Sciences, Hoshi University, 2-4-41 Ebara, Shinagawa-ku, Tokyo, 142-8501, Japan; Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, 6-6-11 Aoba, Aramaki, Aoba-ku, Sendai, 980-8579, Japan.
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862
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Alnefaie A, Albogami S. Current approaches used in treating COVID-19 from a molecular mechanisms and immune response perspective. Saudi Pharm J 2020; 28:1333-1352. [PMID: 32905015 PMCID: PMC7462599 DOI: 10.1016/j.jsps.2020.08.024] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 08/27/2020] [Indexed: 12/15/2022] Open
Abstract
Coronavirus disease 2019 (COVID-19), which is caused by the novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), was declared by the World Health Organization (WHO) as a global pandemic on March 11, 2020. SARS-CoV-2 targets the respiratory system, resulting in symptoms such as fever, headache, dry cough, dyspnea, and dizziness. These symptoms vary from person to person, ranging from mild to hypoxia with acute respiratory distress syndrome (ARDS) and sometimes death. Although not confirmed, phylogenetic analysis suggests that SARS-CoV-2 may have originated from bats; the intermediary facilitating its transfer from bats to humans is unknown. Owing to the rapid spread of infection and high number of deaths caused by SARS-CoV-2, most countries have enacted strict curfews and the practice of social distancing while awaiting the availability of effective U.S. Food and Drug Administration (FDA)-approved medications and/or vaccines. This review offers an overview of the various types of coronaviruses (CoVs), their targeted hosts and cellular receptors, a timeline of their emergence, and the roles of key elements of the immune system in fighting pathogen attacks, while focusing on SARS-CoV-2 and its genomic structure and pathogenesis. Furthermore, we review drugs targeting COVID-19 that are under investigation and in clinical trials, in addition to progress using mesenchymal stem cells to treat COVID-19. We conclude by reviewing the latest updates on COVID-19 vaccine development. Understanding the molecular mechanisms of how SARS-CoV-2 interacts with host cells and stimulates the immune response is extremely important, especially as scientists look for new strategies to guide their development of specific COVID-19 therapies and vaccines.
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Key Words
- ACE2, angiotensin-converting enzyme 2
- AHFS, American Hospital Formula Service
- ANGII, angiotensin II
- APCs, antigen presenting cells
- ARDS, acute respiratory distress syndrome
- COVID-19, coronavirus disease
- CoVs, coronaviruses
- Coronavirus
- GVHD, graft versus host disease
- HCoVs, human coronoaviruses
- IBV, infectious bronchitis coronavirus
- IFN-γ, interferon-gamma
- ILCs, innate lymphoid cells
- Investigational medications
- MERS-CoV, Middle East respiratory syndrome
- NKs, natural killer cells
- ORFs, open reading frames
- PAMPs, pathogen-associated molecular patterns
- Pandemic
- Pathophysiology
- RdRp, RNA-dependent RNA polymerase
- SARS-CoV-2
- SARS-CoV-2, severe acute respiratory syndrome coronavirus 2
- SLE, systemic lupus erythematosus
- TMPRSS2, transmembrane serine protease 2
- Viral immune response
- WHO, World Health Organization
- nsps, nonstructural proteins
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Affiliation(s)
- Alaa Alnefaie
- Department of Biotechnology, Faculty of Science, Taif University, Taif, Saudi Arabia
| | - Sarah Albogami
- Department of Biotechnology, Faculty of Science, Taif University, Taif, Saudi Arabia
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863
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Eslami G, Mousaviasl S, Radmanesh E, Jelvay S, Bitaraf S, Simmons B, Wentzel H, Hill A, Sadeghi A, Freeman J, Salmanzadeh S, Esmaeilian H, Mobarak M, Tabibi R, Jafari Kashi AH, Lotfi Z, Talebzadeh SM, Wickramatillake A, Momtazan M, Hajizadeh Farsani M, Marjani S, Mobarak S. The impact of sofosbuvir/daclatasvir or ribavirin in patients with severe COVID-19. J Antimicrob Chemother 2020; 75:3366-3372. [PMID: 32812051 PMCID: PMC7529105 DOI: 10.1093/jac/dkaa331] [Citation(s) in RCA: 66] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Accepted: 07/03/2020] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVES Sofosbuvir and daclatasvir are direct-acting antivirals highly effective against hepatitis C virus. There is some in silico and in vitro evidence that suggests these agents may also be effective against SARS-CoV-2. This trial evaluated the effectiveness of sofosbuvir in combination with daclatasvir in treating patients with COVID-19. METHODS Patients with a positive nasopharyngeal swab for SARS-CoV-2 on RT-PCR or bilateral multi-lobar ground-glass opacity on their chest CT and signs of severe COVID-19 were included. Subjects were divided into two arms with one arm receiving ribavirin and the other receiving sofosbuvir/daclatasvir. All participants also received the recommended national standard treatment which, at that time, was lopinavir/ritonavir and single-dose hydroxychloroquine. The primary endpoint was time from starting the medication until discharge from hospital with secondary endpoints of duration of ICU stay and mortality. RESULTS Sixty-two subjects met the inclusion criteria, with 35 enrolled in the sofosbuvir/daclatasvir arm and 27 in the ribavirin arm. The median duration of stay was 5 days for the sofosbuvir/daclatasvir group and 9 days for the ribavirin group. The mortality in the sofosbuvir/daclatasvir group was 2/35 (6%) and 9/27 (33%) for the ribavirin group. The relative risk of death for patients treated with sofosbuvir/daclatasvir was 0.17 (95% CI 0.04-0.73, P = 0.02) and the number needed to treat for benefit was 3.6 (95% CI 2.1-12.1, P < 0.01). CONCLUSIONS Given these encouraging initial results, and the current lack of treatments proven to decrease mortality in COVID-19, further investigation in larger-scale trials seems warranted.
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Affiliation(s)
| | | | | | - Saeed Jelvay
- Abadan Faculty of Medical Sciences, Abadan, Iran
| | - Saeid Bitaraf
- Department of Epidemiology, Tehran University of Medical Sciences, Tehran, Iran
| | - Bryony Simmons
- Faculty of Medicine, Imperial College London, London, UK
| | - Hannah Wentzel
- Faculty of Medicine, Imperial College London, London, UK
| | - Andrew Hill
- Department of Translational Medicine, University of Liverpool, UK
| | - Anahita Sadeghi
- Liver and Pancreatobiliary Diseases Research Center, Digestive Disease Research Institute Tehran University of Medical Sciences, Tehran, Iran
| | | | - Shokrollah Salmanzadeh
- Infectious and Tropical Diseases Research Centre, Ahwaz Jundishapur University of Medical Sciences, Ahwaz, Iran
| | | | | | - Ramin Tabibi
- Abadan Faculty of Medical Sciences, Abadan, Iran
| | | | - Zahra Lotfi
- Abadan Faculty of Medical Sciences, Abadan, Iran
| | | | | | | | | | | | - Sara Mobarak
- Abadan Faculty of Medical Sciences, Abadan, Iran
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864
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Faheem, Kumar BK, Sekhar KVGC, Kunjiappan S, Jamalis J, Balaña-Fouce R, Tekwani BL, Sankaranarayanan M. Druggable targets of SARS-CoV-2 and treatment opportunities for COVID-19. Bioorg Chem 2020; 104:104269. [PMID: 32947136 PMCID: PMC7476961 DOI: 10.1016/j.bioorg.2020.104269] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 06/26/2020] [Accepted: 09/03/2020] [Indexed: 12/24/2022]
Abstract
COVID-19 caused by the novel SARS-CoV-2 has been declared a pandemic by the WHO is causing havoc across the entire world. As of May end, about 6 million people have been affected, and 367 166 have died from COVID-19. Recent studies suggest that the SARS-CoV-2 genome shares about 80% similarity with the SARS-CoV-1 while their protein RNA dependent RNA polymerase (RdRp) shares 96% sequence similarity. Remdesivir, an RdRp inhibitor, exhibited potent activity against SARS-CoV-2 in vitro. 3-Chymotrypsin like protease (also known as Mpro) and papain-like protease, have emerged as the potential therapeutic targets for drug discovery against coronaviruses owing to their crucial role in viral entry and host-cell invasion. Crystal structures of therapeutically important SARS-CoV-2 target proteins, namely, RdRp, Mpro, endoribonuclease Nsp15/NendoU and receptor binding domain of CoV-2 spike protein has been resolved, which have facilitated the structure-based design and discovery of new inhibitors. Furthermore, studies have indicated that the spike proteins of SARS-CoV-2 use the Angiotensin Converting Enzyme-2 (ACE-2) receptor for its attachment similar to SARS-CoV-1, which is followed by priming of spike protein by Transmembrane protease serine 2 (TMPRSS2) which can be targeted by a proven inhibitor of TMPRSS2, camostat. The current treatment strategy includes repurposing of existing drugs that were found to be effective against other RNA viruses like SARS, MERS, and Ebola. This review presents a critical analysis of druggable targets of SARS CoV-2, new drug discovery, development, and treatment opportunities for COVID-19.
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Affiliation(s)
- Faheem
- Medicinal Chemistry Research Laboratory, Department of Pharmacy, Birla Institute of Technology and Science Pilani, Pilani Campus, Vidya Vihar, Pilani 333031, Rajasthan, India
| | - Banoth Karan Kumar
- Medicinal Chemistry Research Laboratory, Department of Pharmacy, Birla Institute of Technology and Science Pilani, Pilani Campus, Vidya Vihar, Pilani 333031, Rajasthan, India
| | - Kondapalli Venkata Gowri Chandra Sekhar
- Department of Chemistry, Birla Institute of Technology and Science Pilani, Hyderabad Campus, Jawahar Nagar, Shameerpet Mandal, R.R. Dist., Hyderabad, 500078 Telangana, India
| | - Selvaraj Kunjiappan
- Department of Biotechnology, Kalasalingam Academy of Research and Education, Krishnankoil 626126, TamilNadu, India
| | - Joazaizulfazli Jamalis
- Department of Chemistry, Faculty of Science, Universiti Teknologi Malaysia, Johor Bahru, Johor 81310, Malaysia
| | | | - Babu L Tekwani
- Department of Infectious Diseases, Division of Drug Discovery, Southern Research, Birmingham, AL 35205, USA
| | - Murugesan Sankaranarayanan
- Medicinal Chemistry Research Laboratory, Department of Pharmacy, Birla Institute of Technology and Science Pilani, Pilani Campus, Vidya Vihar, Pilani 333031, Rajasthan, India.
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865
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Renn A, Fu Y, Hu X, Hall MD, Simeonov A. Fruitful Neutralizing Antibody Pipeline Brings Hope To Defeat SARS-Cov-2. Trends Pharmacol Sci 2020; 41:815-829. [PMID: 32829936 PMCID: PMC7572790 DOI: 10.1016/j.tips.2020.07.004] [Citation(s) in RCA: 82] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Revised: 07/28/2020] [Accepted: 07/28/2020] [Indexed: 12/24/2022]
Abstract
With the recent spread of severe acute respiratory syndrome coronavirus (SARS-CoV-2)_ infecting >16 million people worldwide as of 28 July 2020, causing >650 000 deaths, there is a desperate need for therapeutic agents and vaccines. Building on knowledge of previous outbreaks of SARS-CoV-1 and Middle East respiratory syndrome (MERS), the development of therapeutic antibodies and vaccines against coronavirus disease 2019 (COVID-19) is taking place at an unprecedented speed. Current efforts towards the development of neutralizing antibodies against COVID-19 are summarized. We also highlight the importance of a fruitful antibody development pipeline to combat the potential escape plans of SARS-CoV-2, including somatic mutations and antibody-dependent enhancement (ADE).
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Affiliation(s)
- Alex Renn
- National Center for Advancing Translational Sciences, National Institutes of Health (NIH), Rockville, MD 20850, USA
| | - Ying Fu
- National Center for Advancing Translational Sciences, National Institutes of Health (NIH), Rockville, MD 20850, USA
| | - Xin Hu
- National Center for Advancing Translational Sciences, National Institutes of Health (NIH), Rockville, MD 20850, USA
| | - Matthew D Hall
- National Center for Advancing Translational Sciences, National Institutes of Health (NIH), Rockville, MD 20850, USA
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, National Institutes of Health (NIH), Rockville, MD 20850, USA.
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866
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Kumar D, Chauhan G, Kalra S, Kumar B, Gill MS. A perspective on potential target proteins of COVID-19: Comparison with SARS-CoV for designing new small molecules. Bioorg Chem 2020; 104:104326. [PMID: 33142431 PMCID: PMC7524440 DOI: 10.1016/j.bioorg.2020.104326] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 09/25/2020] [Accepted: 09/26/2020] [Indexed: 02/08/2023]
Abstract
SARS-CoV-2 (COVID-19) epidemic has created an unprecedented medical and economic crisis all over the world. SARS-CoV-2 is found to have more contagious character as compared to MERS-CoV and is spreading in a very fast manner all around the globe. It has affected over 31 million people all over the world till date. This virus shares around 80% of genome similarity with SARS-CoV. In this perspective, we have explored three major targets namely; SARS-CoV-2 spike (S) protein, RNA dependent RNA polymerase, and 3CL or Mpro Protease for the inhibition of SARS-CoV-2. These targets have attracted attention of the medicinal chemists working on computer-aided drug design in developing new small molecules that might inhibit these targets for combating COVID-19 disease. Moreover, we have compared the similarity of these target proteins with earlier reported coronavirus (SARS-CoV). We have observed that both the coronaviruses share around 80% similarity in their amino acid sequence. The key amino acid interactions which can play a crucial role in designing new small molecule inhibitors against COVID-19 have been reported in this perspective. Authors believe that this study will help the medicinal chemists to understand the key amino acids essential for interactions at the active site of target proteins in SARS-CoV-2, based on their similarity with earlier reported viruses. In this review, we have also described the lead molecules under various clinical trials for their efficacy against COVID-19.
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Affiliation(s)
- Devendra Kumar
- Department of Pharmaceutical Chemistry, ISF College of Pharmacy, Ghal Kalan, G.T Road, Moga, Punjab 142001, India
| | - Gaurav Chauhan
- School of Engineering and Sciences, Tecnologico de Monterrey, Av. Eugenio Garza Sada 2501 Sur, 64849 Monterrey, Nuevo León, Mexico
| | - Sourav Kalra
- Department of Pharmaceutical Technology (Process Chemistry), National Institute of Pharmaceutical Education and Research, SAS Nagar, Sector 67, Mohali, Punjab 160062, India
| | - Bhupinder Kumar
- Department of Pharmaceutical Chemistry, ISF College of Pharmacy, Ghal Kalan, G.T Road, Moga, Punjab 142001, India.
| | - Manjinder Singh Gill
- Department of Pharmaceutical Technology (Process Chemistry), National Institute of Pharmaceutical Education and Research, SAS Nagar, Sector 67, Mohali, Punjab 160062, India.
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867
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Elsawah HK, Elsokary MA, Abdallah MS, ElShafie AH. Efficacy and safety of remdesivir in hospitalized Covid-19 patients: Systematic review and meta-analysis including network meta-analysis. Rev Med Virol 2020; 31:e2187. [PMID: 33128490 DOI: 10.1002/rmv.2187] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 10/08/2020] [Accepted: 10/10/2020] [Indexed: 12/26/2022]
Abstract
Remdesivir is an antiviral agent that has shown broad-spectrum activity, including against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Clinical trials investigating the role of remdesivir in coronavirus disease 2019 (Covid-19) reported conflicting results. This study aimed to systematically review the best available evidence and synthesize the results. Several electronic databases were searched for candidate studies up to 12 October 2020. Studies eligible for meta-analysis were selected based on the inclusion criteria. Primary outcomes are the recovery and mortality rates, while secondary outcomes are the safety profile of remdesivir. The main effective measures are the rate ratio (RR) and rate difference (RD). Four clinical trials and one observational study were included. Remdesivir treatment for 10 days increased the recovery rate on day 14 by 50% among severe Covid-19 patients (RR = 1.5, 95%CI = 1.33-1.7), while on day 28 it was increased by 14% among moderate and severe Covid-19 patients (RR = 1.14, 95%CI = 1.06-1.22). Additionally, remdesivir decreased the mortality rate on day 14 by 36% among all patients (RR = 0.64, 95%CI = 0.45-0.92) but not on day 28 (RR = 1.05, 95%CI = 0.56-1.97). Nonmechanically ventilated Covid-19 patients showed better response to remdesivir in the recovery (RR = 0.3, 95%CI = 0.13-0.7) and mortality (RR = 2.33, 95%CI = 1.24-4.4) rates on day 14. Remdesivir reduced serious adverse effects by absolute 6% and no significant Grade 3 or 4 adverse effects were reported. At this early stage of the pandemic, there is evidence that remdesivir can be safely administered for hospitalized Covid-19 patients. It improves the recovery rate in both moderate and severe patients but, the optimal effect is achieved for those who are severely affected but not mechanically ventilated.
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Affiliation(s)
- Hozaifa Khalil Elsawah
- Department of Biostatistics, High Institute of Public Health, Alexandria University, Alexandria, Egypt.,Department of Clinical Pharmacy, Elaraby International Hospital, Ashmoun, Egypt
| | - Mohamed Ahmed Elsokary
- Department of Biostatistics, High Institute of Public Health, Alexandria University, Alexandria, Egypt
| | - Mahmoud Samy Abdallah
- Department of Clinical Pharmacy, Faculty of Pharmacy, University of Sadat City, Sadat City, Egypt
| | - Ahmed Hanei ElShafie
- Department of Neuropsychiatry, Shebin Elkom Teaching Hospital, Shebin Elkom, Egypt
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868
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Long SW, Olsen RJ, Christensen PA, Bernard DW, Davis JJ, Shukla M, Nguyen M, Saavedra MO, Yerramilli P, Pruitt L, Subedi S, Kuo HC, Hendrickson H, Eskandari G, Nguyen HAT, Long JH, Kumaraswami M, Goike J, Boutz D, Gollihar J, McLellan JS, Chou CW, Javanmardi K, Finkelstein IJ, Musser JM. Molecular Architecture of Early Dissemination and Massive Second Wave of the SARS-CoV-2 Virus in a Major Metropolitan Area. mBio 2020; 11:e02707-20. [PMID: 33127862 PMCID: PMC7642679 DOI: 10.1128/mbio.02707-20] [Citation(s) in RCA: 76] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 10/05/2020] [Indexed: 01/18/2023] Open
Abstract
We sequenced the genomes of 5,085 severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) strains causing two coronavirus disease 2019 (COVID-19) disease waves in metropolitan Houston, TX, an ethnically diverse region with 7 million residents. The genomes were from viruses recovered in the earliest recognized phase of the pandemic in Houston and from viruses recovered in an ongoing massive second wave of infections. The virus was originally introduced into Houston many times independently. Virtually all strains in the second wave have a Gly614 amino acid replacement in the spike protein, a polymorphism that has been linked to increased transmission and infectivity. Patients infected with the Gly614 variant strains had significantly higher virus loads in the nasopharynx on initial diagnosis. We found little evidence of a significant relationship between virus genotype and altered virulence, stressing the linkage between disease severity, underlying medical conditions, and host genetics. Some regions of the spike protein-the primary target of global vaccine efforts-are replete with amino acid replacements, perhaps indicating the action of selection. We exploited the genomic data to generate defined single amino acid replacements in the receptor binding domain of spike protein that, importantly, produced decreased recognition by the neutralizing monoclonal antibody CR3022. Our report represents the first analysis of the molecular architecture of SARS-CoV-2 in two infection waves in a major metropolitan region. The findings will help us to understand the origin, composition, and trajectory of future infection waves and the potential effect of the host immune response and therapeutic maneuvers on SARS-CoV-2 evolution.IMPORTANCE There is concern about second and subsequent waves of COVID-19 caused by the SARS-CoV-2 coronavirus occurring in communities globally that had an initial disease wave. Metropolitan Houston, TX, with a population of 7 million, is experiencing a massive second disease wave that began in late May 2020. To understand SARS-CoV-2 molecular population genomic architecture and evolution and the relationship between virus genotypes and patient features, we sequenced the genomes of 5,085 SARS-CoV-2 strains from these two waves. Our report provides the first molecular characterization of SARS-CoV-2 strains causing two distinct COVID-19 disease waves.
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MESH Headings
- Amino Acid Sequence
- Amino Acid Substitution
- Antibodies, Neutralizing/immunology
- Base Sequence
- Betacoronavirus/genetics
- Betacoronavirus/immunology
- COVID-19
- COVID-19 Testing
- Clinical Laboratory Techniques
- Coronavirus Infections/diagnosis
- Coronavirus Infections/epidemiology
- Coronavirus Infections/immunology
- Coronavirus Infections/virology
- Coronavirus RNA-Dependent RNA Polymerase
- Genome, Viral
- Genotype
- Humans
- Machine Learning
- Models, Molecular
- Molecular Diagnostic Techniques
- Pandemics
- Phylogeny
- Pneumonia, Viral/epidemiology
- Pneumonia, Viral/immunology
- Pneumonia, Viral/virology
- RNA-Dependent RNA Polymerase/chemistry
- RNA-Dependent RNA Polymerase/genetics
- SARS-CoV-2
- Sequence Analysis, Protein
- Spike Glycoprotein, Coronavirus/chemistry
- Spike Glycoprotein, Coronavirus/genetics
- Spike Glycoprotein, Coronavirus/immunology
- Texas/epidemiology
- Viral Nonstructural Proteins/chemistry
- Viral Nonstructural Proteins/genetics
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Affiliation(s)
- S Wesley Long
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, Texas, USA
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York, USA
- Department of Microbiology and Immunology, Weill Cornell Medical College, New York, New York, USA
| | - Randall J Olsen
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, Texas, USA
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York, USA
- Department of Microbiology and Immunology, Weill Cornell Medical College, New York, New York, USA
| | - Paul A Christensen
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, Texas, USA
| | - David W Bernard
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, Texas, USA
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York, USA
- Department of Microbiology and Immunology, Weill Cornell Medical College, New York, New York, USA
| | - James J Davis
- Consortium for Advanced Science and Engineering, University of Chicago, Chicago, Illinois, USA
- Computing, Environment and Life Sciences, Argonne National Laboratory, Lemont, Illinois, USA
| | - Maulik Shukla
- Consortium for Advanced Science and Engineering, University of Chicago, Chicago, Illinois, USA
- Computing, Environment and Life Sciences, Argonne National Laboratory, Lemont, Illinois, USA
| | - Marcus Nguyen
- Consortium for Advanced Science and Engineering, University of Chicago, Chicago, Illinois, USA
- Computing, Environment and Life Sciences, Argonne National Laboratory, Lemont, Illinois, USA
| | - Matthew Ojeda Saavedra
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, Texas, USA
| | - Prasanti Yerramilli
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, Texas, USA
| | - Layne Pruitt
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, Texas, USA
| | - Sishir Subedi
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, Texas, USA
| | - Hung-Che Kuo
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, Texas, USA
- Institute for Cell and Molecular Biology, The University of Texas at Austin, Austin, Texas, USA
| | - Heather Hendrickson
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, Texas, USA
| | - Ghazaleh Eskandari
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, Texas, USA
| | - Hoang A T Nguyen
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, Texas, USA
| | - J Hunter Long
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, Texas, USA
| | - Muthiah Kumaraswami
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, Texas, USA
| | - Jule Goike
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, Texas, USA
- Institute for Cell and Molecular Biology, The University of Texas at Austin, Austin, Texas, USA
| | - Daniel Boutz
- CCDC Army Research Laboratory-South, University of Texas, Austin, Texas, USA
| | - Jimmy Gollihar
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, Texas, USA
- CCDC Army Research Laboratory-South, University of Texas, Austin, Texas, USA
| | - Jason S McLellan
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, Texas, USA
- Institute for Cell and Molecular Biology, The University of Texas at Austin, Austin, Texas, USA
| | - Chia-Wei Chou
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, Texas, USA
- Institute for Cell and Molecular Biology, The University of Texas at Austin, Austin, Texas, USA
| | - Kamyab Javanmardi
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, Texas, USA
- Institute for Cell and Molecular Biology, The University of Texas at Austin, Austin, Texas, USA
| | - Ilya J Finkelstein
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, Texas, USA
- Institute for Cell and Molecular Biology, The University of Texas at Austin, Austin, Texas, USA
- Center for Systems and Synthetic Biology, University of Texas at Austin, Austin, Texas, USA
| | - James M Musser
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, Texas, USA
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York, USA
- Department of Microbiology and Immunology, Weill Cornell Medical College, New York, New York, USA
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869
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Sen Gupta PS, Biswal S, Panda SK, Ray AK, Rana MK. Binding mechanism and structural insights into the identified protein target of COVID-19 and importin-α with in-vitro effective drug ivermectin. J Biomol Struct Dyn 2020; 40:2217-2226. [PMID: 33111618 PMCID: PMC7605516 DOI: 10.1080/07391102.2020.1839564] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
While an FDA approved drug Ivermectin was reported to dramatically reduce the cell line of SARS-CoV-2 by ∼5000 folds within 48 h, the precise mechanism of action and the COVID-19 molecular target involved in interaction with this in-vitro effective drug are unknown yet. Among 12 different COVID-19 targets along with Importin-α studied here, the RNA dependent RNA polymerase (RdRp) with RNA and Helicase NCB site show the strongest affinity to Ivermectin amounting -10.4 kcal/mol and -9.6 kcal/mol, respectively, followed by Importin-α with -9.0 kcal/mol. Molecular dynamics of corresponding protein-drug complexes reveals that the drug bound state of RdRp with RNA has better structural stability than the Helicase NCB site and Importin-α, with MM/PBSA free energy of -187.3 kJ/mol, almost twice that of Helicase (-94.6 kJ/mol) and even lower than that of Importin-α (-156.7 kJ/mol). The selectivity of Ivermectin to RdRp is triggered by a cooperative interaction of RNA-RdRp by ternary complex formation. Identification of the target and its interaction profile with Ivermectin can lead to more powerful drug designs for COVID-19 and experimental exploration.
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Affiliation(s)
- Parth Sarthi Sen Gupta
- Department of Chemical Sciences, Indian Institute of Science Education and Research (IISER), Berhampur, India
| | - Satyaranjan Biswal
- Department of Chemical Sciences, Indian Institute of Science Education and Research (IISER), Berhampur, India
| | - Saroj Kumar Panda
- Department of Chemical Sciences, Indian Institute of Science Education and Research (IISER), Berhampur, India
| | - Abhik Kumar Ray
- Department of Chemical Sciences, Indian Institute of Science Education and Research (IISER), Berhampur, India
| | - Malay Kumar Rana
- Department of Chemical Sciences, Indian Institute of Science Education and Research (IISER), Berhampur, India
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870
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Ivanov J, Polshakov D, Kato-Weinstein J, Zhou Q, Li Y, Granet R, Garner L, Deng Y, Liu C, Albaiu D, Wilson J, Aultman C. Quantitative Structure-Activity Relationship Machine Learning Models and their Applications for Identifying Viral 3CLpro- and RdRp-Targeting Compounds as Potential Therapeutics for COVID-19 and Related Viral Infections. ACS OMEGA 2020; 5:27344-27358. [PMID: 33134697 PMCID: PMC7571315 DOI: 10.1021/acsomega.0c03682] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 09/29/2020] [Indexed: 05/20/2023]
Abstract
In response to the ongoing COVID-19 pandemic, there is a worldwide effort being made to identify potential anti-SARS-CoV-2 therapeutics. Here, we contribute to these efforts by building machine-learning predictive models to identify novel drug candidates for the viral targets 3 chymotrypsin-like protease (3CLpro) and RNA-dependent RNA polymerase (RdRp). Chemist-curated training sets of substances were assembled from CAS data collections and integrated with curated bioassay data. The best-performing classification models were applied to screen a set of FDA-approved drugs and CAS REGISTRY substances that are similar to, or associated with, antiviral agents. Numerous substances with potential activity against 3CLpro or RdRp were found, and some were validated by published bioassay studies and/or by their inclusion in upcoming or ongoing COVID-19 clinical trials. This study further supports that machine learning-based predictive models may be used to assist the drug discovery process for COVID-19 and other diseases.
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871
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Tomaszewski T, DeVries RS, Dong M, Bhatia G, Norsworthy MD, Zheng X, Caetano-Anollés G. New Pathways of Mutational Change in SARS-CoV-2 Proteomes Involve Regions of Intrinsic Disorder Important for Virus Replication and Release. Evol Bioinform Online 2020; 16:1176934320965149. [PMID: 33149541 PMCID: PMC7586267 DOI: 10.1177/1176934320965149] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Accepted: 09/16/2020] [Indexed: 12/21/2022] Open
Abstract
The massive worldwide spread of the SARS-CoV-2 virus is fueling the COVID-19 pandemic. Since the first whole-genome sequence was published in January 2020, a growing database of tens of thousands of viral genomes has been constructed. This offers opportunities to study pathways of molecular change in the expanding viral population that can help identify molecular culprits of virulence and virus spread. Here we investigate the genomic accumulation of mutations at various time points of the early pandemic to identify changes in mutationally highly active genomic regions that are occurring worldwide. We used the Wuhan NC_045512.2 sequence as a reference and sampled 15 342 indexed sequences from GISAID, translating them into proteins and grouping them by month of deposition. The per-position amino acid frequencies and Shannon entropies of the coding sequences were calculated for each month, and a map of intrinsic disorder regions and binding sites was generated. The analysis revealed dominant variants, most of which were located in loop regions and on the surface of the proteins. Mutation entropy decreased between March and April of 2020 after steady increases at several sites, including the D614G mutation site of the spike (S) protein that was previously found associated with higher case fatality rates and at sites of the NSP12 polymerase and the NSP13 helicase proteins. Notable expanding mutations include R203K and G204R of the nucleocapsid (N) protein inter-domain linker region and G251V of the viroporin encoded by ORF3a between March and April. The regions spanning these mutations exhibited significant intrinsic disorder, which was enhanced and decreased by the N-protein and viroporin 3a protein mutations, respectively. These results predict an ongoing mutational shift from the spike and replication complex to other regions, especially to encoded molecules known to represent major β-interferon antagonists. The study provides valuable information for therapeutics and vaccine design, as well as insight into mutation tendencies that could facilitate preventive control.
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Affiliation(s)
- Tre Tomaszewski
- Department of Information Sciences, University of Illinois, Urbana, IL, USA
| | - Ryan S DeVries
- Department of Information Sciences, University of Illinois, Urbana, IL, USA
| | - Mengyi Dong
- Department of Food Science & Human Nutrition, University of Illinois, Urbana, IL, USA
| | - Gitanshu Bhatia
- Department of Agricultural & Biological Engineering, University of Illinois, Urbana, IL, USA
| | | | - Xuying Zheng
- Department of Crop Sciences, University of Illinois, Urbana, IL, USA
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872
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Emirik M. Potential therapeutic effect of turmeric contents against SARS-CoV-2 compared with experimental COVID-19 therapies: in silico study. J Biomol Struct Dyn 2020; 40:2024-2037. [PMID: 33078675 DOI: 10.1080/07391102.2020.1835719] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Inspired by the 'There is no scientific evidence that turmeric prevents COVID-19' statement made by WHO, the protective or therapeutic potential of the compounds in turmeric contents was investigated against COVID-19 with in silico methodology. The drugs used for experimental COVID-19 therapies were included in this study using the same method for comparison with turmeric components. The 30 turmeric compounds and nine drugs were performed in the docking procedure for vital proteins of COVID-19. With evaluations based on docking scores, the Prime MMGBSA binding free energy and protein-ligand interactions were identified in detail. The 100 ns MD simulations were also performed to assess the stability of the ligands at the binding site of the target proteins. The Root Mean Square Deviation (RMSD) is used to obtain the average displacement for a particular frame concerning a reference frame. The results of this study are suggesting that turmeric spice have a potential to inhibit the SARS-CoV-2 vital proteins and can be use a therapeutic or protective agent against SARS-CoV-2 via inhibiting key protein of the SARS-CoV-2 virus. The compound 4, 23 and 6 are the most prominent inhibitor for the main protease, the spike glycoprotein and RNA polymerase of virus, respectively. The MD simulation validated the stability of ligand-protein interactions. The compactness of the complexes was shown using a radius of gyration. ADME properties of featured compounds are in range of 95% drug molecules. It is hoped that the outputs of this study will contribute to the struggle of humanity with COVID-19.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Mustafa Emirik
- Department of Chemistry, Recep Tayyip Erdogan University, Rize, Turkey
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873
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Sada M, Saraya T, Ishii H, Okayama K, Hayashi Y, Tsugawa T, Nishina A, Murakami K, Kuroda M, Ryo A, Kimura H. Detailed Molecular Interactions of Favipiravir with SARS-CoV-2, SARS-CoV, MERS-CoV, and Influenza Virus Polymerases In Silico. Microorganisms 2020; 8:E1610. [PMID: 33092045 PMCID: PMC7589801 DOI: 10.3390/microorganisms8101610] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 10/15/2020] [Accepted: 10/18/2020] [Indexed: 12/20/2022] Open
Abstract
Favipiravir was initially developed as an antiviral drug against influenza and is currently used in clinical trials against severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection (COVID-19). This agent is presumably involved in RNA chain termination during influenza virus replication, although the molecular interactions underlying its potential impact on the coronaviruses including SARS-CoV-2, SARS-CoV, and Middle East respiratory syndrome coronavirus (MERS-CoV) remain unclear. We performed in silico studies to elucidate detailed molecular interactions between favipiravir and the SARS-CoV-2, SARS-CoV, MERS-CoV, and influenza virus RNA-dependent RNA polymerases (RdRp). As a result, no interactions between favipiravir ribofuranosyl-5'-triphosphate (F-RTP), the active form of favipiravir, and the active sites of RdRps (PB1 proteins) from influenza A (H1N1)pdm09 virus were found, yet the agent bound to the tunnel of the replication genome of PB1 protein leading to the inhibition of replicated RNA passage. In contrast, F-RTP bound to the active sites of coronavirus RdRp in the presence of the agent and RdRp. Further, the agent bound to the replicated RNA terminus in the presence of agent, magnesium ions, nucleotide triphosphate, and RdRp proteins. These results suggest that favipiravir exhibits distinct mechanisms of action against influenza virus and various coronaviruses.
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Affiliation(s)
- Mitsuru Sada
- Advanced Medical Science Research Center, Gunma Paz University, Shibukawa, Gunma 377-0008, Japan;
- Department of Respiratory medicine, Kyorin University Hospital of medicine, Mitaka, Tokyo 181-8611, Japan; (T.S.); (H.I.)
| | - Takeshi Saraya
- Department of Respiratory medicine, Kyorin University Hospital of medicine, Mitaka, Tokyo 181-8611, Japan; (T.S.); (H.I.)
| | - Haruyuki Ishii
- Department of Respiratory medicine, Kyorin University Hospital of medicine, Mitaka, Tokyo 181-8611, Japan; (T.S.); (H.I.)
| | - Kaori Okayama
- School of Medical Technology, Faculty of Health Science, Gumma Paz University, Takasaki, Gunma 370-0006, Japan; (K.O.); (Y.H.)
| | - Yuriko Hayashi
- School of Medical Technology, Faculty of Health Science, Gumma Paz University, Takasaki, Gunma 370-0006, Japan; (K.O.); (Y.H.)
| | - Takeshi Tsugawa
- Department of Pediatrics, Sapporo Medical University School of Medicine, Sapporo, Hokkaido 060-8543, Japan;
| | - Atsuyoshi Nishina
- College of Science and Technology, Nihon University, Tokyo 101-0062, Japan;
| | - Koichi Murakami
- Infectious Disease Surveillance Center, National Institute of Infectious Diseases, Tokyo 162-8640, Japan;
| | - Makoto Kuroda
- Pathogen Genomics Center, National Institute of Infectious Diseases, Tokyo 208-0011, Japan;
| | - Akihide Ryo
- Department of Microbiology, Yokohama City University School of Medicine, Yokohama, Kanagawa 236-0004, Japan;
| | - Hirokazu Kimura
- Department of Microbiology, Yokohama City University School of Medicine, Yokohama, Kanagawa 236-0004, Japan;
- Department of Health Science, Gunma Paz University Graduate School of Health Sciences, Takasaki, Gunma 370-0006, Japan
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874
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Wu Y, Chang KY, Lou L, Edwards LG, Doma BK, Xie ZR. In silico identification of drug candidates against COVID-19. INFORMATICS IN MEDICINE UNLOCKED 2020; 21:100461. [PMID: 33102688 PMCID: PMC7574721 DOI: 10.1016/j.imu.2020.100461] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Revised: 10/16/2020] [Accepted: 10/16/2020] [Indexed: 01/18/2023] Open
Abstract
The COVID-19 pandemic has caused unprecedented health and economic crisis throughout the world. However, there is no effective medication or therapeutic strategy for treatment of this disease currently. Here, to elucidate the inhibitory effects, we first tested binding affinities of 11 HIV-1 protease inhibitors or their pharmacoenhancers docked onto SARS-CoV-2 main protease (M pro ), and 12 nucleotide-analog inhibitors docked onto RNA dependent RNA polymerase (RdRp). To further obtain the effective drug candidates, we screened 728 approved drugs via virtual screening on SARS-CoV-2 M pro . Our results demonstrate that remdesivir shows the best binding energy on RdRp and saquinvir is the best inhibitor of M pro . Based on the binding energies, we also list 10 top-ranked approved drugs which can be potential inhibitors for M pro . Overall, our results do not only propose drug candidates for further experiments and clinical trials but also pave the way for future lead optimization and drug design.
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Affiliation(s)
- Yifei Wu
- Computational Drug Discovery Laboratory, School of Electrical and Computer Engineering, College of Engineering, University of Georgia, Athens, 30602, GA, USA
| | - Kuan Y Chang
- Department of Computer Science and Engineering, National Taiwan Ocean University, Keelung, 202, Taiwan
| | - Lei Lou
- Computational Drug Discovery Laboratory, School of Electrical and Computer Engineering, College of Engineering, University of Georgia, Athens, 30602, GA, USA
| | - Lorette G Edwards
- Computational Drug Discovery Laboratory, School of Electrical and Computer Engineering, College of Engineering, University of Georgia, Athens, 30602, GA, USA
- The Franklin College of Arts and Sciences, University of Georgia, Athens, 30602, GA, USA
| | - Bly K Doma
- Computational Drug Discovery Laboratory, School of Electrical and Computer Engineering, College of Engineering, University of Georgia, Athens, 30602, GA, USA
| | - Zhong-Ru Xie
- Computational Drug Discovery Laboratory, School of Electrical and Computer Engineering, College of Engineering, University of Georgia, Athens, 30602, GA, USA
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875
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Huang J, Tao G, Liu J, Cai J, Huang Z, Chen JX. Current Prevention of COVID-19: Natural Products and Herbal Medicine. Front Pharmacol 2020; 11:588508. [PMID: 33178026 PMCID: PMC7597394 DOI: 10.3389/fphar.2020.588508] [Citation(s) in RCA: 70] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 09/18/2020] [Indexed: 12/20/2022] Open
Abstract
Starting from December 2019, novel coronavirus disease 2019 (COVID-19) pandemic has caused tremendous economic loss and unprecedented health crisis across the globe. While the development of cure is at full speed, less attention and fewer effort have been spent on the prevention of this rapidly spreading respiratory infectious disease. Although so far, several vaccine candidates have advanced into clinical trials, limited data have been released regarding the vaccine efficacy and safety in human, not mention the long-term effectiveness of those vaccines remain as open question yet. Natural products and herbal medicines have been historically used for acute respiratory infection and generally show acceptable toxicity. The favorable stability for oral formulation and ease of scaling up manufacture make it ideal candidate for prophylactic. Hereby, we summarized the most recent advance in SARS-CoV-2 prevention including vaccine development as well as experimental prophylactics. Mainly, we reviewed the natural products showing inhibitory effect on human coronavirus, and discussed the herbal medicines lately used for COVID-19, especially focused on the herbal products already approved by regulatory agency with identifiable patent number. We demonstrated that to fill in the response gap between appropriate treatment and commercially available vaccine, repurposing natural products and herbal medicines as prophylactic will be a vigorous approach to stop or at least slow down SARS-CoV-2 transmission. In the interest of public health, this will lend health officials better control on the current pandemic.
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Affiliation(s)
- Junqing Huang
- Formula-pattern Research Center, School of Traditional Chinese Medicine, Jinan University, Guangzhou, China
| | - Gabriel Tao
- Department of Pharmacological and Pharmaceutical Sciences, College of Pharmacy, University of Houston, Houston, TX, United States
| | - Jingwen Liu
- Department of Pharmacological and Pharmaceutical Sciences, College of Pharmacy, University of Houston, Houston, TX, United States
| | - Junming Cai
- Department of Biomedical Engineering, Henry Samueli School of Engineering, University of California, Irvine, Irvine, CA, United States
| | - Zhongyu Huang
- Formula-pattern Research Center, School of Traditional Chinese Medicine, Jinan University, Guangzhou, China
| | - Jia-xu Chen
- Formula-pattern Research Center, School of Traditional Chinese Medicine, Jinan University, Guangzhou, China
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
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876
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El‐Baba TJ, Lutomski CA, Kantsadi AL, Malla TR, John T, Mikhailov V, Bolla JR, Schofield CJ, Zitzmann N, Vakonakis I, Robinson CV. Allosteric Inhibition of the SARS‐CoV‐2 Main Protease: Insights from Mass Spectrometry Based Assays**. Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.202010316] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Tarick J. El‐Baba
- Physical and Theoretical Chemistry Laboratory University of Oxford South Parks Rd. OX1 3QZ Oxford UK
| | - Corinne A. Lutomski
- Physical and Theoretical Chemistry Laboratory University of Oxford South Parks Rd. OX1 3QZ Oxford UK
| | | | - Tika R. Malla
- Chemistry Research Laboratory University of Oxford 12 Mansfield Rd OX1 3TA Oxford UK
| | - Tobias John
- Chemistry Research Laboratory University of Oxford 12 Mansfield Rd OX1 3TA Oxford UK
| | - Victor Mikhailov
- Chemistry Research Laboratory University of Oxford 12 Mansfield Rd OX1 3TA Oxford UK
| | - Jani R. Bolla
- Physical and Theoretical Chemistry Laboratory University of Oxford South Parks Rd. OX1 3QZ Oxford UK
| | | | - Nicole Zitzmann
- Department of Biochemistry University of Oxford South Parks Rd. OX1 3QU Oxford UK
| | - Ioannis Vakonakis
- Department of Biochemistry University of Oxford South Parks Rd. OX1 3QU Oxford UK
| | - Carol V. Robinson
- Physical and Theoretical Chemistry Laboratory University of Oxford South Parks Rd. OX1 3QZ Oxford UK
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877
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Abstract
Patients and physicians worldwide are facing tremendous health care hazards that are caused by the ongoing severe acute respiratory distress syndrome coronavirus 2 (SARS-CoV-2) pandemic. Remdesivir (GS-5734) is the first approved treatment for severe coronavirus disease 2019 (COVID-19). It is a novel nucleoside analog with a broad antiviral activity spectrum among RNA viruses, including ebolavirus (EBOV) and the respiratory pathogens Middle East respiratory syndrome coronavirus (MERS-CoV), SARS-CoV, and SARS-CoV-2. Patients and physicians worldwide are facing tremendous health care hazards that are caused by the ongoing severe acute respiratory distress syndrome coronavirus 2 (SARS-CoV-2) pandemic. Remdesivir (GS-5734) is the first approved treatment for severe coronavirus disease 2019 (COVID-19). It is a novel nucleoside analog with a broad antiviral activity spectrum among RNA viruses, including ebolavirus (EBOV) and the respiratory pathogens Middle East respiratory syndrome coronavirus (MERS-CoV), SARS-CoV, and SARS-CoV-2. First described in 2016, the drug was derived from an antiviral library of small molecules intended to target emerging pathogenic RNA viruses. In vivo, remdesivir showed therapeutic and prophylactic effects in animal models of EBOV, MERS-CoV, SARS-CoV, and SARS-CoV-2 infection. However, the substance failed in a clinical trial on ebolavirus disease (EVD), where it was inferior to investigational monoclonal antibodies in an interim analysis. As there was no placebo control in this study, no conclusions on its efficacy in EVD can be made. In contrast, data from a placebo-controlled trial show beneficial effects for patients with COVID-19. Remdesivir reduces the time to recovery of hospitalized patients who require supplemental oxygen and may have a positive impact on mortality outcomes while having a favorable safety profile. Although this is an important milestone in the fight against COVID-19, approval of this drug will not be sufficient to solve the public health issues caused by the ongoing pandemic. Further scientific efforts are needed to evaluate the full potential of nucleoside analogs as treatment or prophylaxis of viral respiratory infections and to develop effective antivirals that are orally bioavailable.
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878
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Structural and molecular basis of the interaction mechanism of selected drugs towards multiple targets of SARS-CoV-2 by molecular docking and dynamic simulation studies- deciphering the scope of repurposed drugs. Comput Biol Med 2020; 126:104054. [PMID: 33074111 PMCID: PMC7554297 DOI: 10.1016/j.compbiomed.2020.104054] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 10/07/2020] [Accepted: 10/09/2020] [Indexed: 12/11/2022]
Abstract
The repurposing of FDA approved drugs is presently receiving attention for COVID-19 drug discovery. Previous studies revealed the binding potential of several FDA-approved drugs towards specific targets of SARS-CoV-2; however, limited studies are focused on the structural and molecular basis of interaction of these drugs towards multiple targets of SARS-CoV-2. The present study aimed to predict the binding potential of six FDA drugs towards fifteen protein targets of SARS-CoV-2 and propose the structural and molecular basis of the interaction by molecular docking and dynamic simulation. Based on the literature survey, fifteen potential targets of SARS-CoV-2, and six FDA drugs (Chloroquine, Hydroxychloroquine, Favipiravir, Lopinavir, Remdesivir, and Ritonavir) were selected. The binding potential of individual drug towards the selected targets was predicted by molecular docking in comparison with the binding of the same drugs with their usual targets. The stabilities of the best-docked conformations were confirmed by molecular dynamic simulation and energy calculations. Among the selected drugs, Ritonavir and Lopinavir showed better binding towards the prioritized targets with minimum binding energy (kcal/mol), cluster-RMS, number of interacting residues, and stabilizing forces when compared with the binding of Chloroquine, Favipiravir, and Hydroxychloroquine, later drugs demonstrated better binding when compared to the binding with their usual targets. Remdesvir showed better binding to the prioritized targets in comparison with the binding of Chloroquine, Favipiravir, and Hydroxychloroquine, but showed lesser binding potential when compared to the interaction between Ritonavir and Lopinavir and the prioritized targets. The structural and molecular basis of interactions suggest that the FDA drugs can be repurposed towards multiple targets of SARS-CoV-2, and the present computational models provide insights on the scope of repurposed drugs against COVID-19. Molecular mechanism of the binding of six drugs to multiple targets of SARS-CoV-2. Highlight the scope of repurposing of six drugs towards 15 targets of SARS-CoV-2. Ritonavir and Lopinavir possessed significant binding potential towards multiple targets. MD studies showed that the repurposing of these drugs to selected targets provide future insights.
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879
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Vann KR, Tencer AH, Kutateladze TG. Inhibition of translation and immune responses by the virulence factor Nsp1 of SARS-CoV-2. Signal Transduct Target Ther 2020; 5:234. [PMID: 33037187 PMCID: PMC7545794 DOI: 10.1038/s41392-020-00350-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 09/04/2020] [Accepted: 09/25/2020] [Indexed: 11/09/2022] Open
Affiliation(s)
- Kendra R Vann
- Department of Pharmacology, University of Colorado School of Medicine, Aurora, CO, 80045, USA
| | - Adam H Tencer
- Department of Pharmacology, University of Colorado School of Medicine, Aurora, CO, 80045, USA
| | - Tatiana G Kutateladze
- Department of Pharmacology, University of Colorado School of Medicine, Aurora, CO, 80045, USA.
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880
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Metallodrug ranitidine bismuth citrate suppresses SARS-CoV-2 replication and relieves virus-associated pneumonia in Syrian hamsters. Nat Microbiol 2020; 5:1439-1448. [PMID: 33028965 DOI: 10.1038/s41564-020-00802-x] [Citation(s) in RCA: 123] [Impact Index Per Article: 30.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Accepted: 09/21/2020] [Indexed: 12/15/2022]
Abstract
SARS-CoV-2 is causing a pandemic of COVID-19, with high infectivity and significant mortality1. Currently, therapeutic options for COVID-19 are limited. Historically, metal compounds have found use as antimicrobial agents, but their antiviral activities have rarely been explored. Here, we test a set of metallodrugs and related compounds, and identify ranitidine bismuth citrate, a commonly used drug for the treatment of Helicobacter pylori infection, as a potent anti-SARS-CoV-2 agent, both in vitro and in vivo. Ranitidine bismuth citrate exhibited low cytotoxicity and protected SARS-CoV-2-infected cells with a high selectivity index of 975. Importantly, ranitidine bismuth citrate suppressed SARS-CoV-2 replication, leading to decreased viral loads in both upper and lower respiratory tracts, and relieved virus-associated pneumonia in a golden Syrian hamster model. In vitro studies showed that ranitidine bismuth citrate and its related compounds exhibited inhibition towards both the ATPase (IC50 = 0.69 µM) and DNA-unwinding (IC50 = 0.70 µM) activities of the SARS-CoV-2 helicase via an irreversible displacement of zinc(II) ions from the enzyme by bismuth(III) ions. Our findings highlight viral helicase as a druggable target and the clinical potential of bismuth(III) drugs or other metallodrugs for the treatment of SARS-CoV-2 infection.
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881
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Krichel B, Bylapudi G, Schmidt C, Blanchet C, Schubert R, Brings L, Koehler M, Zenobi R, Svergun D, Lorenzen K, Madhugiri R, Ziebuhr J, Uetrecht C. Hallmarks of Alpha- and Betacoronavirus non-structural protein 7+8 complexes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2020:2020.09.30.320762. [PMID: 33024972 PMCID: PMC7536876 DOI: 10.1101/2020.09.30.320762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Coronaviruses infect many different species including humans. The last two decades have seen three zoonotic coronaviruses with SARS-CoV-2 causing a pandemic in 2020. Coronaviral non-structural proteins (nsp) built up the replication-transcription complex (RTC). Nsp7 and nsp8 interact with and regulate the RNA-dependent RNA-polymerase and other enzymes in the RTC. However, the structural plasticity of nsp7+8 complex has been under debate. Here, we present the framework of nsp7+8 complex stoichiometry and topology based on a native mass spectrometry and complementary biophysical techniques of nsp7+8 complexes from seven coronaviruses in the genera Alpha- and Betacoronavirus including SARS-CoV-2. Their complexes cluster into three groups, which systematically form either heterotrimers or heterotetramers or both, exhibiting distinct topologies. Moreover, even at high protein concentrations mainly heterotetramers are observed for SARS-CoV-2 nsp7+8. From these results, the different assembly paths can be pinpointed to specific residues and an assembly model is proposed.
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Affiliation(s)
- Boris Krichel
- Heinrich Pette Institute, Leibniz Institute for Experimental Virology, Hamburg, Germany
| | - Ganesh Bylapudi
- Institute of Medical Virology, Justus Liebig University Giessen, Giessen, Germany
| | | | | | | | | | - Martin Koehler
- ETH Zurich D-CHAB Lab of Organic Chemistry, Zürich, Switzerland
| | - Renato Zenobi
- ETH Zurich D-CHAB Lab of Organic Chemistry, Zürich, Switzerland
| | - Dmitri Svergun
- EMBL Hamburg c/o DESY, Notkestraße 85, 22607 Hamburg, Germany
| | | | - Ramakanth Madhugiri
- Institute of Medical Virology, Justus Liebig University Giessen, Giessen, Germany
| | - John Ziebuhr
- Institute of Medical Virology, Justus Liebig University Giessen, Giessen, Germany
| | - Charlotte Uetrecht
- Heinrich Pette Institute, Leibniz Institute for Experimental Virology, Hamburg, Germany
- European XFEL GmbH, Schenefeld, Germany
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882
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Rogstam A, Nyblom M, Christensen S, Sele C, Talibov VO, Lindvall T, Rasmussen AA, André I, Fisher Z, Knecht W, Kozielski F. Crystal Structure of Non-Structural Protein 10 from Severe Acute Respiratory Syndrome Coronavirus-2. Int J Mol Sci 2020; 21:ijms21197375. [PMID: 33036230 PMCID: PMC7583907 DOI: 10.3390/ijms21197375] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 09/29/2020] [Accepted: 10/02/2020] [Indexed: 01/18/2023] Open
Abstract
Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2), causing Coronavirus Disease 19 (COVID-19), emerged at the end of 2019 and quickly spread to cause a global pandemic with severe socio-economic consequences. The early sequencing of its RNA genome revealed its high similarity to SARS, likely to have originated from bats. The SARS-CoV-2 non-structural protein 10 (nsp10) displays high sequence similarity with its SARS homologue, which binds to and stimulates the 3'-to-5' exoribonuclease and the 2'-O-methlytransferase activities of nsps 14 and 16, respectively. Here, we report the biophysical characterization and 1.6 Å resolution structure of the unbound form of nsp10 from SARS-CoV-2 and compare it to the structures of its SARS homologue and the complex-bound form with nsp16 from SARS-CoV-2. The crystal structure and solution behaviour of nsp10 will not only form the basis for understanding the role of SARS-CoV-2 nsp10 as a central player of the viral RNA capping apparatus, but will also serve as a basis for the development of inhibitors of nsp10, interfering with crucial functions of the replication-transcription complex and virus replication.
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Affiliation(s)
- Annika Rogstam
- Department of Biology & Lund Protein Production Platform, Lund University, Sölvegatan 35, 22362 Lund, Sweden; (A.R.); (M.N.); (C.S.); (T.L.); (A.A.R.); (Z.F.); (W.K.)
| | - Maria Nyblom
- Department of Biology & Lund Protein Production Platform, Lund University, Sölvegatan 35, 22362 Lund, Sweden; (A.R.); (M.N.); (C.S.); (T.L.); (A.A.R.); (Z.F.); (W.K.)
| | - Signe Christensen
- Department of Biochemistry and Structural Biology, Lund University, Naturvetarvägen 26, 22241 Lund, Sweden; (S.C.); (I.A.)
| | - Celeste Sele
- Department of Biology & Lund Protein Production Platform, Lund University, Sölvegatan 35, 22362 Lund, Sweden; (A.R.); (M.N.); (C.S.); (T.L.); (A.A.R.); (Z.F.); (W.K.)
| | | | - Therese Lindvall
- Department of Biology & Lund Protein Production Platform, Lund University, Sölvegatan 35, 22362 Lund, Sweden; (A.R.); (M.N.); (C.S.); (T.L.); (A.A.R.); (Z.F.); (W.K.)
| | - Anna Andersson Rasmussen
- Department of Biology & Lund Protein Production Platform, Lund University, Sölvegatan 35, 22362 Lund, Sweden; (A.R.); (M.N.); (C.S.); (T.L.); (A.A.R.); (Z.F.); (W.K.)
| | - Ingemar André
- Department of Biochemistry and Structural Biology, Lund University, Naturvetarvägen 26, 22241 Lund, Sweden; (S.C.); (I.A.)
| | - Zoë Fisher
- Department of Biology & Lund Protein Production Platform, Lund University, Sölvegatan 35, 22362 Lund, Sweden; (A.R.); (M.N.); (C.S.); (T.L.); (A.A.R.); (Z.F.); (W.K.)
- Scientific Activities Division, Science Directorate, European Spallation Source ERIC, Box 176, SE-221 00 Lund, Sweden
| | - Wolfgang Knecht
- Department of Biology & Lund Protein Production Platform, Lund University, Sölvegatan 35, 22362 Lund, Sweden; (A.R.); (M.N.); (C.S.); (T.L.); (A.A.R.); (Z.F.); (W.K.)
| | - Frank Kozielski
- School of Pharmacy, University College London, 29-39 Brunswick Square, London WC1N 1AX, UK
- Correspondence:
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883
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Xu Y, Jiang H. Potential treatment of COVID-19 by inhibitors of human dihydroorotate dehydrogenase. Protein Cell 2020; 11:699-702. [PMID: 32761523 PMCID: PMC7406694 DOI: 10.1007/s13238-020-00769-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Affiliation(s)
- Yechun Xu
- CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Hualiang Jiang
- CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China. .,University of Chinese Academy of Sciences, Beijing, 100049, China. .,Shanghai Institute for Advanced Immunochemical Studies and School of Life Science and Technology, ShanghaiTech University, Shanghai, 201210, China.
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884
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Senger MR, Evangelista TCS, Dantas RF, Santana MVDS, Gonçalves LCS, de Souza Neto LR, Ferreira SB, Silva-Junior FP. COVID-19: molecular targets, drug repurposing and new avenues for drug discovery. Mem Inst Oswaldo Cruz 2020; 115:e200254. [PMID: 33027420 PMCID: PMC7534958 DOI: 10.1590/0074-02760200254] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 09/01/2020] [Indexed: 01/18/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a highly contagious infection that may break the healthcare system of several countries. Here, we aimed at presenting a critical view of ongoing drug repurposing efforts for COVID-19 as well as discussing opportunities for development of new treatments based on current knowledge of the mechanism of infection and potential targets within. Finally, we also discuss patent protection issues, cost effectiveness and scalability of synthetic routes for some of the most studied repurposing candidates since these are key aspects to meet global demand for COVID-19 treatment.
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Affiliation(s)
- Mario Roberto Senger
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Laboratório
de Bioquímica Experimental e Computacional de Fármacos, Rio de Janeiro, RJ,
Brasil
| | - Tereza Cristina Santos Evangelista
- Universidade Federal do Rio de Janeiro, Instituto de Química,
Laboratório de Síntese Orgânica e Prospecção Biológica, Rio de Janeiro, RJ,
Brasil
| | - Rafael Ferreira Dantas
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Laboratório
de Bioquímica Experimental e Computacional de Fármacos, Rio de Janeiro, RJ,
Brasil
| | - Marcos Vinicius da Silva Santana
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Laboratório
de Bioquímica Experimental e Computacional de Fármacos, Rio de Janeiro, RJ,
Brasil
| | - Luiz Carlos Saramago Gonçalves
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Laboratório
de Bioquímica Experimental e Computacional de Fármacos, Rio de Janeiro, RJ,
Brasil
| | - Lauro Ribeiro de Souza Neto
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Laboratório
de Bioquímica Experimental e Computacional de Fármacos, Rio de Janeiro, RJ,
Brasil
| | - Sabrina Baptista Ferreira
- Universidade Federal do Rio de Janeiro, Instituto de Química,
Laboratório de Síntese Orgânica e Prospecção Biológica, Rio de Janeiro, RJ,
Brasil
| | - Floriano Paes Silva-Junior
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Laboratório
de Bioquímica Experimental e Computacional de Fármacos, Rio de Janeiro, RJ,
Brasil
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885
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Lisi L, Lacal PM, Barbaccia ML, Graziani G. Approaching coronavirus disease 2019: Mechanisms of action of repurposed drugs with potential activity against SARS-CoV-2. Biochem Pharmacol 2020; 180:114169. [PMID: 32710969 PMCID: PMC7375972 DOI: 10.1016/j.bcp.2020.114169] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Revised: 07/19/2020] [Accepted: 07/20/2020] [Indexed: 02/06/2023]
Abstract
On March 11, 2020, the World Health Organization (WHO) declared the severe acute respiratory syndrome caused by coronavirus 2 (SARS-CoV-2) a global pandemic. As of July 2020, SARS-CoV-2 has infected more than 14 million people and provoked more than 590,000 deaths, worldwide. From the beginning, a variety of pharmacological treatments has been empirically used to cope with the life-threatening complications associated with Corona Virus Disease 2019 (COVID-19). Thus far, only a couple of them and not consistently across reports have been shown to further decrease mortality, respect to what can be achieved with supportive care. In most cases, and due to the urgency imposed by the number and severity of the patients' clinical conditions, the choice of treatment has been limited to repurposed drugs, approved for other indications, or investigational agents used for other viral infections often rendered available on a compassionate-use basis. The rationale for drug selection was mainly, though not exclusively, based either i) on the activity against other coronaviruses or RNA viruses in order to potentially hamper viral entry and replication in the epithelial cells of the airways, and/or ii) on the ability to modulate the excessive inflammatory reaction deriving from dysregulated host immune responses against the SARS-CoV-2. In several months, an exceptionally large number of clinical trials have been designed to evaluate the safety and efficacy of anti-COVID-19 therapies in different clinical settings (treatment or pre- and post-exposure prophylaxis) and levels of disease severity, but only few of them have been completed so far. This review focuses on the molecular mechanisms of action that have provided the scientific rationale for the empirical use and evaluation in clinical trials of structurally different and often functionally unrelated drugs during the SARS-CoV-2 pandemic.
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Affiliation(s)
- Lucia Lisi
- Dipartimento di Bioetica e Sicurezza, Sezione di Farmacologia, Catholic University Medical School, 00168 Rome, Italy
| | | | | | - Grazia Graziani
- Department of Systems Medicine, University of Rome Tor Vergata, 00133 Rome, Italy.
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886
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Uddin MH, Zonder JA, Azmi AS. Exportin 1 inhibition as antiviral therapy. Drug Discov Today 2020; 25:1775-1781. [PMID: 32569833 PMCID: PMC7305737 DOI: 10.1016/j.drudis.2020.06.014] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 05/21/2020] [Accepted: 06/11/2020] [Indexed: 12/13/2022]
Abstract
Coronavirus 2019 (COVID-19; caused by Severe Acute Respiratory Syndrome Coronavirus 2; SARS-CoV-2) is a currently global health problem. Previous studies showed that blocking nucleocytoplasmic transport with exportin 1 (XPO1) inhibitors originally developed as anticancer drugs can quarantine key viral accessory proteins and genomic materials in the nucleus of host cell and reduce virus replication and immunopathogenicity. These observations support the concept of the inhibition of nuclear export as an effective strategy against an array of viruses, including influenza A, B, and SARS-CoV. Clinical studies using the XPO1 inhibitor selinexor as a therapy for COVID-19 infection are in progress.
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Affiliation(s)
- Md Hafiz Uddin
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, USA
| | - Jeffrey A Zonder
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, USA
| | - Asfar S Azmi
- Department of Oncology, Wayne State University School of Medicine, Detroit, MI, USA.
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887
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Jeyanathan M, Afkhami S, Smaill F, Miller MS, Lichty BD, Xing Z. Immunological considerations for COVID-19 vaccine strategies. Nat Rev Immunol 2020; 20:615-632. [PMID: 32887954 PMCID: PMC7472682 DOI: 10.1038/s41577-020-00434-6] [Citation(s) in RCA: 654] [Impact Index Per Article: 163.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/13/2020] [Indexed: 12/13/2022]
Abstract
The coronavirus disease 2019 (COVID-19) pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the most formidable challenge to humanity in a century. It is widely believed that prepandemic normalcy will never return until a safe and effective vaccine strategy becomes available and a global vaccination programme is implemented successfully. Here, we discuss the immunological principles that need to be taken into consideration in the development of COVID-19 vaccine strategies. On the basis of these principles, we examine the current COVID-19 vaccine candidates, their strengths and potential shortfalls, and make inferences about their chances of success. Finally, we discuss the scientific and practical challenges that will be faced in the process of developing a successful vaccine and the ways in which COVID-19 vaccine strategies may evolve over the next few years.
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MESH Headings
- Antibodies, Viral/biosynthesis
- Betacoronavirus/drug effects
- Betacoronavirus/immunology
- Betacoronavirus/pathogenicity
- COVID-19
- COVID-19 Vaccines
- Clinical Trials as Topic
- Coronavirus Infections/epidemiology
- Coronavirus Infections/immunology
- Coronavirus Infections/prevention & control
- Coronavirus Infections/virology
- Genetic Vectors/chemistry
- Genetic Vectors/immunology
- Humans
- Immunity, Herd/drug effects
- Immunity, Innate/drug effects
- Immunization Schedule
- Immunogenicity, Vaccine
- Pandemics/prevention & control
- Patient Safety
- Pneumonia, Viral/epidemiology
- Pneumonia, Viral/immunology
- Pneumonia, Viral/prevention & control
- Pneumonia, Viral/virology
- SARS-CoV-2
- Severe Acute Respiratory Syndrome/epidemiology
- Severe Acute Respiratory Syndrome/immunology
- Severe Acute Respiratory Syndrome/prevention & control
- Severe Acute Respiratory Syndrome/virology
- Vaccines, Attenuated
- Vaccines, DNA
- Vaccines, Subunit
- Vaccines, Virus-Like Particle
- Viral Vaccines/administration & dosage
- Viral Vaccines/biosynthesis
- Viral Vaccines/immunology
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Affiliation(s)
- Mangalakumari Jeyanathan
- McMaster Immunology Research Centre, McMaster University, Hamilton, ON, Canada
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, ON, Canada
- Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton, ON, Canada
| | - Sam Afkhami
- McMaster Immunology Research Centre, McMaster University, Hamilton, ON, Canada
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, ON, Canada
- Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton, ON, Canada
| | - Fiona Smaill
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, ON, Canada
- Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton, ON, Canada
| | - Matthew S Miller
- McMaster Immunology Research Centre, McMaster University, Hamilton, ON, Canada
- Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton, ON, Canada
- Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, ON, Canada
| | - Brian D Lichty
- McMaster Immunology Research Centre, McMaster University, Hamilton, ON, Canada.
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, ON, Canada.
| | - Zhou Xing
- McMaster Immunology Research Centre, McMaster University, Hamilton, ON, Canada.
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, ON, Canada.
- Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton, ON, Canada.
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888
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Kouznetsov VV. COVID-19 treatment: Much research and testing, but far, few magic bullets against SARS-CoV-2 coronavirus. Eur J Med Chem 2020; 203:112647. [PMID: 32693298 PMCID: PMC7362854 DOI: 10.1016/j.ejmech.2020.112647] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 07/06/2020] [Accepted: 07/07/2020] [Indexed: 12/13/2022]
Abstract
The new virus of the of β-Coronaviruses genus, SARS-CoV-2, is the causative agent of coronavirus disease-2019 (COVID-19) and is winning a proverbial chess match against all players simultaneous, including physicians, clinicians, pathologists, doctors, scientists, economists, athletes and politicians. The COVID-19 outbreak has seriously threatened public health, killing the most vulnerable persons and causing general panic. To stop this disease, effective remedies (i.e., drugs, vaccines, personal protection elements, etc.) are urgently required. Unfortunately, no registered specific therapies (including antiviral therapies, immune-modulating agents and vaccines) are currently available to treat coronavirus infections, highlighting an urgent need for therapeutics targeting SARS-CoV-2. In this work, fourteen existing small molecule drugs or/and experimental drugs selected by experts and examined from the point of view of bioavailability via the Lipinski-Veber rules and assessment of their physicochemical descriptors. The aim of this study is to discover selected pattern similarities and peculiar characteristics that could be useful for antiviral drug optimization, drug combination or new antiviral agent design.
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889
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Kouznetsov VV. COVID-19 treatment: Much research and testing, but far, few magic bullets against SARS-CoV-2 coronavirus. Eur J Med Chem 2020. [PMID: 32693298 DOI: 10.1016/j.ejmech.2020.112647.] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
The new virus of the of β-Coronaviruses genus, SARS-CoV-2, is the causative agent of coronavirus disease-2019 (COVID-19) and is winning a proverbial chess match against all players simultaneous, including physicians, clinicians, pathologists, doctors, scientists, economists, athletes and politicians. The COVID-19 outbreak has seriously threatened public health, killing the most vulnerable persons and causing general panic. To stop this disease, effective remedies (i.e., drugs, vaccines, personal protection elements, etc.) are urgently required. Unfortunately, no registered specific therapies (including antiviral therapies, immune-modulating agents and vaccines) are currently available to treat coronavirus infections, highlighting an urgent need for therapeutics targeting SARS-CoV-2. In this work, fourteen existing small molecule drugs or/and experimental drugs selected by experts and examined from the point of view of bioavailability via the Lipinski-Veber rules and assessment of their physicochemical descriptors. The aim of this study is to discover selected pattern similarities and peculiar characteristics that could be useful for antiviral drug optimization, drug combination or new antiviral agent design.
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Affiliation(s)
- Vladimir V Kouznetsov
- Laboratorio de Química Orgánica y Biomolecular, CMN, Universidad Industrial de Santander, Parque Tecnológico Guatiguará, Piedecuesta, 681011, Colombia.
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890
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Poduri R, Joshi G, Jagadeesh G. Drugs targeting various stages of the SARS-CoV-2 life cycle: Exploring promising drugs for the treatment of Covid-19. Cell Signal 2020; 74:109721. [PMID: 32711111 PMCID: PMC7375293 DOI: 10.1016/j.cellsig.2020.109721] [Citation(s) in RCA: 86] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 07/19/2020] [Indexed: 01/18/2023]
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a positive-sense, single-stranded RNA virus that causes the potentially lethal Covid-19 respiratory tract infection. It does so by binding to host cell angiotensin converting enzyme 2 (ACE2) receptors, leading to endocytosis with the receptor, and subsequently using the host cell's machinery to replicate copies of itself and invade new cells. The extent of the spread of infection in the body is dependent on the pattern of ACE2 expression and overreaction of the immune system. Additionally, by inducing an imbalance in the renin-angiotensin-aldosterone system (RAAS) and the loss of ACE2 would favour the progression of inflammatory and thrombotic processes in the lungs. No drug or vaccine has yet been approved to treat human coronaviruses. Hundreds of clinical trials on existing approved drugs from different classes acting on a multitude of targets in the virus life cycle are ongoing to examine potential effectiveness for the prevention and treatment of the infection. This review summarizes the SARS-CoV-2 virus life cycle in the host cell and provides a biological and pathological point of view for repurposed and experimental drugs for this novel coronavirus. The viral life cycle provides potential targets for drug therapy.
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Affiliation(s)
- Ramarao Poduri
- Department of Pharmaceutical Sciences and Natural Products, Central University of Punjab, Bathinda 151001, India.
| | - Gaurav Joshi
- Department of Pharmaceutical Sciences and Natural Products, Central University of Punjab, Bathinda 151001, India.
| | - Gowraganahalli Jagadeesh
- Office of Cardiology, Hematology, Endocrinology and Nephrology, CDER, FDA, Silver Spring, MD, USA.
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891
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Jones GW, Monopoli MP, Campagnolo L, Pietroiusti A, Tran L, Fadeel B. No small matter: a perspective on nanotechnology-enabled solutions to fight COVID-19. Nanomedicine (Lond) 2020; 15:2411-2427. [PMID: 32873192 PMCID: PMC7488724 DOI: 10.2217/nnm-2020-0286] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 08/04/2020] [Indexed: 12/18/2022] Open
Abstract
There is an urgent need for safe and effective approaches to combat COVID-19. Here, we asked whether lessons learned from nanotoxicology and nanomedicine could shed light on the current pandemic. SARS-CoV-2, the causative agent, may trigger a mild, self-limiting disease with respiratory symptoms, but patients may also succumb to a life-threatening systemic disease. The host response to the virus is equally complex and studies are now beginning to unravel the immunological correlates of COVID-19. Nanotechnology can be applied for the delivery of antiviral drugs or other repurposed drugs. Moreover, recent work has shown that synthetic nanoparticles wrapped with host-derived cellular membranes may prevent virus infection. We posit that nanoparticles decorated with ACE2, the receptor for SARS-CoV-2, could be exploited as decoys to intercept the virus before it infects cells in the respiratory tract. However, close attention should be paid to biocompatibility before such nano-decoys are deployed in the clinic.
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Affiliation(s)
| | - Marco P Monopoli
- Department of Chemistry, Royal College of Surgeons in Ireland, Dublin, D02 YN77, Ireland
| | - Luisa Campagnolo
- Department of Biomedicine & Prevention, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Antonio Pietroiusti
- Department of Biomedicine & Prevention, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Lang Tran
- Institute of Occupational Medicine, Edinburgh, EH14 4AP, UK
| | - Bengt Fadeel
- Institute of Environmental Medicine, Karolinska Institutet, 171 77 Stockholm, Sweden
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892
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da Silva FMA, da Silva KPA, de Oliveira LPM, Costa EV, Koolen HHF, Pinheiro MLB, de Souza AQL, de Souza ADL. Flavonoid glycosides and their putative human metabolites as potential inhibitors of the SARS-CoV-2 main protease (Mpro) and RNA-dependent RNA polymerase (RdRp). Mem Inst Oswaldo Cruz 2020; 115:e200207. [PMID: 33027419 PMCID: PMC7534957 DOI: 10.1590/0074-02760200207] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Accepted: 09/08/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Since the World Health Organization (WHO) declared Coronavirus disease 2019 (COVID-19) to be a pandemic infection, important severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) non-structural proteins (nsp) have been analysed as promising targets in virtual screening approaches. Among these proteins, 3-chymotrypsin-like cysteine protease (3CLpro), also named main protease, and the RNA-dependent RNA polymerase (RdRp), have been identified as fundamental targets due to its importance in the viral replication stages. OBJECTIVES To investigate, in silico, two of the most abundant flavonoid glycosides from Dysphania ambrosioides; a medicinal plant found in many regions of the world, along with some of the putative derivatives of these flavonoid glycosides in the human organism as potential inhibitors of the SARS-CoV-2 3CLpro and RdRp. METHODS Using a molecular docking approach, the interactions and the binding affinity with SARS-CoV-2 3CLpro and RdRp were predicted for quercetin-3-O-rutinoside (rutin), kaempferol-3-O-rutinoside (nicotiflorin) and some of their glucuronide and sulfate derivatives. FINDINGS Docking analysis, based on the crystal structure of 3CLpro and RdRp, indicated rutin, nicotiflorin, and their glucuronide and sulfate derivatives as potential inhibitors for both proteins. Also, the importance of the hydrogen bond and π-based interactions was evidenced for the presumed active sites. MAIN CONCLUSIONS Overall, these results suggest that both flavonoid glycosides and their putative human metabolites can play a key role as inhibitors of the SARS-CoV-2 3CLpro and RdRp. Obviously, further researches, mainly in vitro and in vivo experiments, are necessary to certify the docking results reported here, as well as the adequate application of these substances. Furthermore, it is necessary to investigate the risks of D. ambrosioides as a phytomedicine for use against COVID-19.
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Affiliation(s)
- Felipe Moura A da Silva
- Universidade Federal do Amazonas, Centro de Apoio Multidisciplinar, Central Analítica, Manaus, AM, Brasil
| | | | - Luiz Paulo M de Oliveira
- Universidade Federal do Amazonas, Centro de Apoio Multidisciplinar, Central Analítica, Manaus, AM, Brasil
| | - Emmanoel V Costa
- Universidade Federal do Amazonas, Departamento de Química, Manaus, AM, Brasil
| | - Hector HF Koolen
- Universidade do Estado do Amazonas, Grupo de Pesquisa em Metabolômica e Espectrometria de Massas, Manaus, AM, Brasil
| | - Maria Lúcia B Pinheiro
- Universidade Federal do Amazonas, Centro de Apoio Multidisciplinar, Central Analítica, Manaus, AM, Brasil
| | - Antonia Queiroz L de Souza
- Universidade Federal do Amazonas, Centro de Apoio Multidisciplinar, Central Analítica, Manaus, AM, Brasil
- Universidade Federal do Amazonas, Faculdade de Ciências Agrárias, Manaus, AM, Brasil
| | - Afonso Duarte L de Souza
- Universidade Federal do Amazonas, Centro de Apoio Multidisciplinar, Central Analítica, Manaus, AM, Brasil
- Universidade Federal do Amazonas, Departamento de Química, Manaus, AM, Brasil
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893
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McGowan EM, Haddadi N, Nassif NT, Lin Y. Targeting the SphK-S1P-SIPR Pathway as a Potential Therapeutic Approach for COVID-19. Int J Mol Sci 2020; 21:ijms21197189. [PMID: 33003377 PMCID: PMC7583882 DOI: 10.3390/ijms21197189] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Revised: 09/25/2020] [Accepted: 09/25/2020] [Indexed: 02/07/2023] Open
Abstract
The world is currently experiencing the worst health pandemic since the Spanish flu in 1918-the COVID-19 pandemic-caused by the coronavirus severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). This pandemic is the world's third wake-up call this century. In 2003 and 2012, the world experienced two major coronavirus outbreaks, SARS-CoV-1 and Middle East Respiratory syndrome coronavirus (MERS-CoV), causing major respiratory tract infections. At present, there is neither a vaccine nor a cure for COVID-19. The severe COVID-19 symptoms of hyperinflammation, catastrophic damage to the vascular endothelium, thrombotic complications, septic shock, brain damage, acute disseminated encephalomyelitis (ADEM), and acute neurological and psychiatric complications are unprecedented. Many COVID-19 deaths result from the aftermath of hyperinflammatory complications, also referred to as the "cytokine storm syndrome", endotheliitus and blood clotting, all with the potential to cause multiorgan dysfunction. The sphingolipid rheostat plays integral roles in viral replication, activation/modulation of the immune response, and importantly in maintaining vasculature integrity, with sphingosine 1 phosphate (S1P) and its cognate receptors (SIPRs: G-protein-coupled receptors) being key factors in vascular protection against endotheliitus. Hence, modulation of sphingosine kinase (SphK), S1P, and the S1P receptor pathway may provide significant beneficial effects towards counteracting the life-threatening, acute, and chronic complications associated with SARS-CoV-2 infection. This review provides a comprehensive overview of SARS-CoV-2 infection and disease, prospective vaccines, and current treatments. We then discuss the evidence supporting the targeting of SphK/S1P and S1P receptors in the repertoire of COVID-19 therapies to control viral replication and alleviate the known and emerging acute and chronic symptoms of COVID-19. Three clinical trials using FDA-approved sphingolipid-based drugs being repurposed and evaluated to help in alleviating COVID-19 symptoms are discussed.
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Affiliation(s)
- Eileen M McGowan
- Guangdong Provincial Engineering Research Center for Esophageal Cancer Precise Therapy, Guangdong Pharmaceutical University, Guangzhou 510080, China;
- Central Laboratory, The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou 510080, China
- School of Life Sciences, University of Technology Sydney, Broadway, Sydney, NSW 2007, Australia; (N.H.); (N.T.N.)
- Correspondence: ; Tel.: +61-405814048
| | - Nahal Haddadi
- School of Life Sciences, University of Technology Sydney, Broadway, Sydney, NSW 2007, Australia; (N.H.); (N.T.N.)
| | - Najah T. Nassif
- School of Life Sciences, University of Technology Sydney, Broadway, Sydney, NSW 2007, Australia; (N.H.); (N.T.N.)
| | - Yiguang Lin
- Guangdong Provincial Engineering Research Center for Esophageal Cancer Precise Therapy, Guangdong Pharmaceutical University, Guangzhou 510080, China;
- School of Life Sciences, University of Technology Sydney, Broadway, Sydney, NSW 2007, Australia; (N.H.); (N.T.N.)
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894
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Long SW, Olsen RJ, Christensen PA, Bernard DW, Davis JJ, Shukla M, Nguyen M, Saavedra MO, Yerramilli P, Pruitt L, Subedi S, Kuo HC, Hendrickson H, Eskandari G, Nguyen HAT, Long JH, Kumaraswami M, Goike J, Boutz D, Gollihar J, McLellan JS, Chou CW, Javanmardi K, Finkelstein IJ, Musser JM. Molecular Architecture of Early Dissemination and Massive Second Wave of the SARS-CoV-2 Virus in a Major Metropolitan Area. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2020:2020.09.22.20199125. [PMID: 33024977 PMCID: PMC7536878 DOI: 10.1101/2020.09.22.20199125] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
We sequenced the genomes of 5,085 SARS-CoV-2 strains causing two COVID-19 disease waves in metropolitan Houston, Texas, an ethnically diverse region with seven million residents. The genomes were from viruses recovered in the earliest recognized phase of the pandemic in Houston, and an ongoing massive second wave of infections. The virus was originally introduced into Houston many times independently. Virtually all strains in the second wave have a Gly614 amino acid replacement in the spike protein, a polymorphism that has been linked to increased transmission and infectivity. Patients infected with the Gly614 variant strains had significantly higher virus loads in the nasopharynx on initial diagnosis. We found little evidence of a significant relationship between virus genotypes and altered virulence, stressing the linkage between disease severity, underlying medical conditions, and host genetics. Some regions of the spike protein - the primary target of global vaccine efforts - are replete with amino acid replacements, perhaps indicating the action of selection. We exploited the genomic data to generate defined single amino acid replacements in the receptor binding domain of spike protein that, importantly, produced decreased recognition by the neutralizing monoclonal antibody CR30022. Our study is the first analysis of the molecular architecture of SARS-CoV-2 in two infection waves in a major metropolitan region. The findings will help us to understand the origin, composition, and trajectory of future infection waves, and the potential effect of the host immune response and therapeutic maneuvers on SARS-CoV-2 evolution.
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Affiliation(s)
- S. Wesley Long
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute and Houston Methodist Hospital, 6565 Fannin Street, Houston, Texas 77030
- Departments of Pathology and Laboratory Medicine, and Microbiology and Immunology, Weill Cornell Medical College, 1300 York Avenue, New York, New York 10065
| | - Randall J. Olsen
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute and Houston Methodist Hospital, 6565 Fannin Street, Houston, Texas 77030
- Departments of Pathology and Laboratory Medicine, and Microbiology and Immunology, Weill Cornell Medical College, 1300 York Avenue, New York, New York 10065
| | - Paul A. Christensen
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute and Houston Methodist Hospital, 6565 Fannin Street, Houston, Texas 77030
| | - David W. Bernard
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute and Houston Methodist Hospital, 6565 Fannin Street, Houston, Texas 77030
- Departments of Pathology and Laboratory Medicine, and Microbiology and Immunology, Weill Cornell Medical College, 1300 York Avenue, New York, New York 10065
| | - James J. Davis
- Consortium for Advanced Science and Engineering, University of Chicago, 5801 South Ellis Avenue, Chicago, Illinois, 60637
- Computing, Environment and Life Sciences, Argonne National Laboratory, 9700 South Cass Avenue, Lemont, Illinois 60439
| | - Maulik Shukla
- Consortium for Advanced Science and Engineering, University of Chicago, 5801 South Ellis Avenue, Chicago, Illinois, 60637
- Computing, Environment and Life Sciences, Argonne National Laboratory, 9700 South Cass Avenue, Lemont, Illinois 60439
| | - Marcus Nguyen
- Consortium for Advanced Science and Engineering, University of Chicago, 5801 South Ellis Avenue, Chicago, Illinois, 60637
- Computing, Environment and Life Sciences, Argonne National Laboratory, 9700 South Cass Avenue, Lemont, Illinois 60439
| | - Matthew Ojeda Saavedra
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute and Houston Methodist Hospital, 6565 Fannin Street, Houston, Texas 77030
| | - Prasanti Yerramilli
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute and Houston Methodist Hospital, 6565 Fannin Street, Houston, Texas 77030
| | - Layne Pruitt
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute and Houston Methodist Hospital, 6565 Fannin Street, Houston, Texas 77030
| | - Sishir Subedi
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute and Houston Methodist Hospital, 6565 Fannin Street, Houston, Texas 77030
| | - Hung-Che Kuo
- Department of Molecular Biosciences and Institute of Molecular Biosciences, The University of Texas at Austin, Austin, Texas 78712
| | - Heather Hendrickson
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute and Houston Methodist Hospital, 6565 Fannin Street, Houston, Texas 77030
| | - Ghazaleh Eskandari
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute and Houston Methodist Hospital, 6565 Fannin Street, Houston, Texas 77030
| | - Hoang A. T. Nguyen
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute and Houston Methodist Hospital, 6565 Fannin Street, Houston, Texas 77030
| | - J. Hunter Long
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute and Houston Methodist Hospital, 6565 Fannin Street, Houston, Texas 77030
| | - Muthiah Kumaraswami
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute and Houston Methodist Hospital, 6565 Fannin Street, Houston, Texas 77030
| | - Jule Goike
- Department of Molecular Biosciences and Institute of Molecular Biosciences, The University of Texas at Austin, Austin, Texas 78712
| | - Daniel Boutz
- CCDC Army Research Laboratory-South, University of Texas, Austin, Texas 78712
| | - Jimmy Gollihar
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute and Houston Methodist Hospital, 6565 Fannin Street, Houston, Texas 77030
- CCDC Army Research Laboratory-South, University of Texas, Austin, Texas 78712
| | - Jason S. McLellan
- Department of Molecular Biosciences and Institute of Molecular Biosciences, The University of Texas at Austin, Austin, Texas 78712
| | - Chia-Wei Chou
- Department of Molecular Biosciences and Institute of Molecular Biosciences, The University of Texas at Austin, Austin, Texas 78712
| | - Kamyab Javanmardi
- Department of Molecular Biosciences and Institute of Molecular Biosciences, The University of Texas at Austin, Austin, Texas 78712
| | - Ilya J. Finkelstein
- Department of Molecular Biosciences and Institute of Molecular Biosciences, The University of Texas at Austin, Austin, Texas 78712
- Center for Systems and Synthetic Biology, University of Texas at Austin, Austin, Texas 78712
| | - James M. Musser
- Center for Molecular and Translational Human Infectious Diseases Research, Department of Pathology and Genomic Medicine, Houston Methodist Research Institute and Houston Methodist Hospital, 6565 Fannin Street, Houston, Texas 77030
- Departments of Pathology and Laboratory Medicine, and Microbiology and Immunology, Weill Cornell Medical College, 1300 York Avenue, New York, New York 10065
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895
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Al-Horani RA, Kar S. Potential Anti-SARS-CoV-2 Therapeutics That Target the Post-Entry Stages of the Viral Life Cycle: A Comprehensive Review. Viruses 2020; 12:E1092. [PMID: 32993173 PMCID: PMC7600245 DOI: 10.3390/v12101092] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2020] [Revised: 09/08/2020] [Accepted: 09/23/2020] [Indexed: 02/06/2023] Open
Abstract
The coronavirus disease-2019 (COVID-19) pandemic continues to challenge health care systems around the world. Scientists and pharmaceutical companies have promptly responded by advancing potential therapeutics into clinical trials at an exponential rate. Initial encouraging results have been realized using remdesivir and dexamethasone. Yet, the research continues so as to identify better clinically relevant therapeutics that act either as prophylactics to prevent the infection or as treatments to limit the severity of COVID-19 and substantially decrease the mortality rate. Previously, we reviewed the potential therapeutics in clinical trials that block the early stage of the viral life cycle. In this review, we summarize potential anti-COVID-19 therapeutics that block/inhibit the post-entry stages of the viral life cycle. The review presents not only the chemical structures and mechanisms of the potential therapeutics under clinical investigation, i.e., listed in clinicaltrials.gov, but it also describes the relevant results of clinical trials. Their anti-inflammatory/immune-modulatory effects are also described. The reviewed therapeutics include small molecules, polypeptides, and monoclonal antibodies. At the molecular level, the therapeutics target viral proteins or processes that facilitate the post-entry stages of the viral infection. Frequent targets are the viral RNA-dependent RNA polymerase (RdRp) and the viral proteases such as papain-like protease (PLpro) and main protease (Mpro). Overall, we aim at presenting up-to-date details of anti-COVID-19 therapeutics so as to catalyze their potential effective use in fighting the pandemic.
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Affiliation(s)
- Rami A. Al-Horani
- Division of Basic Pharmaceutical Sciences, College of Pharmacy, Xavier University of Louisiana, New Orleans, LA 70125, USA;
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896
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Liu S, Shen J, Fang S, Li K, Liu J, Yang L, Hu CD, Wan J. Genetic Spectrum and Distinct Evolution Patterns of SARS-CoV-2. Front Microbiol 2020; 11:593548. [PMID: 33101264 PMCID: PMC7545136 DOI: 10.3389/fmicb.2020.593548] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Accepted: 09/07/2020] [Indexed: 12/20/2022] Open
Abstract
Four signature groups of frequently occurred single-nucleotide variants (SNVs) were identified in over twenty-eight thousand high-quality and high-coverage SARS-CoV-2 complete genome sequences, representing different viral strains. Some SNVs predominated but were mutually exclusively presented in patients from different countries and areas. These major SNV signatures exhibited distinguishable evolution patterns over time. A few hundred patients were detected with multiple viral strain-representing mutations simultaneously, which may stand for possible co-infection or potential homogenous recombination of SARS-CoV-2 in environment or within the viral host. Interestingly nucleotide substitutions among SARS-CoV-2 genomes tended to switch between bat RaTG13 coronavirus sequence and Wuhan-Hu-1 genome, indicating the higher genetic instability or tolerance of mutations on those sites or suggesting that major viral strains might exist between Wuhan-Hu-1 and RaTG13 coronavirus.
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Affiliation(s)
- Sheng Liu
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, United States.,Collaborative Core for Cancer Bioinformatics (C3B) shared by Indiana University Simon Comprehensive Cancer Center and Purdue University Center for Cancer Research, Indianapolis, IN, United States
| | - Jikui Shen
- The Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Shuyi Fang
- Department of BioHealth Informatics, Indiana University School of Informatics and Computing, Indiana University - Purdue University Indianapolis, Indianapolis, IN, United States
| | - Kailing Li
- Department of BioHealth Informatics, Indiana University School of Informatics and Computing, Indiana University - Purdue University Indianapolis, Indianapolis, IN, United States
| | - Juli Liu
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Lei Yang
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Chang-Deng Hu
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, United States.,Purdue University Center for Cancer Research, Purdue University, West Lafayette, IN, United States
| | - Jun Wan
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, United States.,Collaborative Core for Cancer Bioinformatics (C3B) shared by Indiana University Simon Comprehensive Cancer Center and Purdue University Center for Cancer Research, Indianapolis, IN, United States.,Department of BioHealth Informatics, Indiana University School of Informatics and Computing, Indiana University - Purdue University Indianapolis, Indianapolis, IN, United States.,The Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, IN, United States
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897
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Kabra R, Singh S. Evolutionary artificial intelligence based peptide discoveries for effective Covid-19 therapeutics. Biochim Biophys Acta Mol Basis Dis 2020; 1867:165978. [PMID: 32980462 PMCID: PMC7832815 DOI: 10.1016/j.bbadis.2020.165978] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 09/10/2020] [Accepted: 09/21/2020] [Indexed: 12/20/2022]
Abstract
An epidemic caused by COVID-19 in China turned into pandemic within a short duration affecting countries worldwide. Researchers and companies around the world are working on all the possible strategies to develop a curative or preventive strategy for the same, which includes vaccine development, drug repurposing, plasma therapy, and drug discovery based on Artificial intelligence. Therapeutic approaches based on Computational biology and Machine-learning algorithms are specially considered, with a view that these could provide a fast and accurate outcome in the present scenario. As an effort towards developing possible therapeutics for COVID-19, we have used machine-learning algorithms for the generation of alignment kernels from diverse viral sequences of Covid-19 reported from India, China, Italy and USA. Using these diverse sequences we have identified the conserved motifs and subsequently a peptide library was designed against them. Of these, 4 peptides have shown strong binding affinity against the main protease of SARS-CoV-2 (Mpro) and also maintained their stability and specificity under physiological conditions as observed through MD Simulations. Our data suggest that these evolutionary peptides against COVID-19 if found effective may provide cross-protection against diverse Covid-19 variants.
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Affiliation(s)
- Ritika Kabra
- National Centre for Cell Science, NCCS Complex, Ganeshkhind, SP Pune University Campus, Pune 411007, India
| | - Shailza Singh
- National Centre for Cell Science, NCCS Complex, Ganeshkhind, SP Pune University Campus, Pune 411007, India.
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898
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Platto S, Xue T, Carafoli E. COVID19: an announced pandemic. Cell Death Dis 2020; 11:799. [PMID: 32973152 PMCID: PMC7513903 DOI: 10.1038/s41419-020-02995-9] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 08/22/2020] [Accepted: 08/27/2020] [Indexed: 02/07/2023]
Abstract
A severe upper respiratory tract syndrome caused by the new coronavirus has now spread to the entire world as a highly contagious pandemic. The large scale explosion of the disease is conventionally traced back to January of this year in the Chinese province of Hubei, the wet markets of the principal city of Wuhan being assumed to have been the specific causative locus of the sudden explosion of the infection. A number of findings that are now coming to light show that this interpretation of the origin and history of the pandemic is overly simplified. A number of variants of the coronavirus would in principle have had the ability to initiate the pandemic well before January of this year. However, even if the COVID-19 had become, so to say, ready, conditions in the local environment would have had to prevail to induce the loss of the biodiversity's "dilution effect" that kept the virus under control, favoring its spillover from its bat reservoir to the human target. In the absence of these appropriate conditions only abortive attempts to initiate the pandemic could possibly occur: a number of them did indeed occur in China, and probably elsewhere as well. These conditions were unfortunately present at the wet marked in Wuhan at the end of last year.
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Affiliation(s)
- Sara Platto
- China Biodiversity Conservation and Green Development Foundation, Beijing, China.
- Department of Biotechnology, College of Life Sciences, Jianghan University, Wuhan, China.
| | - Tongtong Xue
- Department of Biotechnology, College of Life Sciences, Jianghan University, Wuhan, China
| | - Ernesto Carafoli
- Venetian Institute of molecular Medicine, University of Padova, Padova, Italy
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899
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Baby K, Maity S, Mehta CH, Suresh A, Nayak UY, Nayak Y. Targeting SARS-CoV-2 RNA-dependent RNA polymerase: An in silico drug repurposing for COVID-19. F1000Res 2020; 9:1166. [PMID: 33204411 PMCID: PMC7610171 DOI: 10.12688/f1000research.26359.1] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/15/2020] [Indexed: 01/18/2023] Open
Abstract
Background: The coronavirus disease 2019 (COVID-19) pandemic, caused by severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), took more lives than combined epidemics of SARS, MERS, H1N1, and Ebola. Currently, the prevention and control of spread are the goals in COVID-19 management as there are no specific drugs to cure or vaccines available for prevention. Hence, the drug repurposing was explored by many research groups, and many target proteins have been examined. The major protease (M pro), and RNA-dependent RNA polymerase (RdRp) are two target proteins in SARS-CoV-2 that have been validated and extensively studied for drug development in COVID-19. The RdRp shares a high degree of homology between those of two previously known coronaviruses, SARS-CoV and MERS-CoV. Methods: In this study, the FDA approved library of drugs were docked against the active site of RdRp using Schrodinger's computer-aided drug discovery tools for in silico drug-repurposing. Results: We have shortlisted 14 drugs from the Standard Precision docking and interaction-wise study of drug-binding with the active site on the enzyme. These drugs are antibiotics, NSAIDs, hypolipidemic, coagulant, thrombolytic, and anti-allergics. In molecular dynamics simulations, pitavastatin, ridogrel and rosoxacin displayed superior binding with the active site through ARG555 and divalent magnesium. Conclusion: Pitavastatin, ridogrel and rosoxacin can be further optimized in preclinical and clinical studies to determine their possible role in COVID-19 treatment.
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Affiliation(s)
- Krishnaprasad Baby
- Department of Pharmacology, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - Swastika Maity
- Department of Pharmacology, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - Chetan H. Mehta
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - Akhil Suresh
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - Usha Y. Nayak
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - Yogendra Nayak
- Department of Pharmacology, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
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900
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Borquaye LS, Gasu EN, Ampomah GB, Kyei LK, Amarh MA, Mensah CN, Nartey D, Commodore M, Adomako AK, Acheampong P, Mensah JO, Mormor DB, Aboagye CI. Alkaloids from Cryptolepis sanguinolenta as Potential Inhibitors of SARS-CoV-2 Viral Proteins: An In Silico Study. BIOMED RESEARCH INTERNATIONAL 2020; 2020:5324560. [PMID: 33029513 PMCID: PMC7512045 DOI: 10.1155/2020/5324560] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Revised: 08/31/2020] [Accepted: 09/10/2020] [Indexed: 01/18/2023]
Abstract
The ongoing global pandemic caused by the human coronavirus, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has infected millions of people and claimed hundreds of thousands of lives. The absence of approved therapeutics to combat this disease threatens the health of all persons on earth and could cause catastrophic damage to society. New drugs are therefore urgently required to bring relief to people everywhere. In addition to repurposing existing drugs, natural products provide an interesting alternative due to their widespread use in all cultures of the world. In this study, alkaloids from Cryptolepis sanguinolenta have been investigated for their ability to inhibit two of the main proteins in SARS-CoV-2, the main protease and the RNA-dependent RNA polymerase, using in silico methods. Molecular docking was used to assess binding potential of the alkaloids to the viral proteins whereas molecular dynamics was used to evaluate stability of the binding event. The results of the study indicate that all 13 alkaloids bind strongly to the main protease and RNA-dependent RNA polymerase with binding energies ranging from -6.7 to -10.6 kcal/mol. In particular, cryptomisrine, cryptospirolepine, cryptoquindoline, and biscryptolepine exhibited very strong inhibitory potential towards both proteins. Results from the molecular dynamics study revealed that a stable protein-ligand complex is formed upon binding. Alkaloids from Cryptolepis sanguinolenta therefore represent a promising class of compounds that could serve as lead compounds in the search for a cure for the corona virus disease.
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Affiliation(s)
- Lawrence Sheringham Borquaye
- Department of Chemistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
- Central Laboratory, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Edward Ntim Gasu
- Department of Chemistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
- Central Laboratory, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Gilbert Boadu Ampomah
- Department of Chemistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Lois Kwane Kyei
- Central Laboratory, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Margaret Amerley Amarh
- Department of Chemistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Caleb Nketia Mensah
- Department of Chemistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Daniel Nartey
- Department of Chemistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Michael Commodore
- Department of Chemistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | | | - Philipina Acheampong
- Department of Chemistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | | | - David Batsa Mormor
- Department of Chemistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Caleb Impraim Aboagye
- Department of Chemistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
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