151
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Ray AK, Sen Gupta PS, Panda SK, Biswal S, Bhattacharya U, Rana MK. Repurposing of FDA-approved drugs as potential inhibitors of the SARS-CoV-2 main protease: Molecular insights into improved therapeutic discovery. Comput Biol Med 2022; 142:105183. [PMID: 34986429 PMCID: PMC8714248 DOI: 10.1016/j.compbiomed.2021.105183] [Citation(s) in RCA: 11] [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: 10/06/2021] [Revised: 12/26/2021] [Accepted: 12/26/2021] [Indexed: 12/22/2022]
Abstract
With numerous infections and fatalities, COVID-19 has wreaked havoc around the globe. The main protease (Mpro), which cleaves the polyprotein to form non-structural proteins, thereby helping in the replication of SARS-CoV-2, appears as an attractive target for antiviral therapeutics. As FDA-approved drugs have shown effectiveness in targeting Mpro in previous SARS-CoV(s), molecular docking and virtual screening of existing antiviral, antimalarial, and protease inhibitor drugs were carried out against SARS-CoV-2 Mpro. Among 53 shortlisted drugs with binding energies lower than that of the crystal-bound inhibitor α-ketoamide 13 b (-6.7 kcal/mol), velpatasvir, glecaprevir, grazoprevir, baloxavir marboxil, danoprevir, nelfinavir, and indinavir (-9.1 to -7.5 kcal/mol) were the most significant on the list (hereafter referred to as the 53-list). Molecular dynamics (MD) simulations confirmed the stability of their Mpro complexes, with the MMPBSA binding free energy (ΔGbind) ranging between -124 kJ/mol (glecaprevir) and -28.2 kJ/mol (velpatasvir). Despite having the lowest initial binding energy, velpatasvir exhibited the highest ΔGbind value for escaping the catalytic site during the MD simulations, indicating its reduced efficacy, as observed experimentally. Available inhibition assay data adequately substantiated the computational forecast. Glecaprevir and nelfinavir (ΔGbind = -95.4 kJ/mol) appear to be the most effective antiviral drugs against Mpro. Furthermore, the remaining FDA drugs on the 53-list can be worth considering, since some have already demonstrated antiviral activity against SARS-CoV-2. Hence, theoretical pKi (Ki = inhibitor constant) values for all 53 drugs were provided. Notably, ΔGbind directly correlates with the average distance of the drugs from the His41-Cys145 catalytic dyad of Mpro, providing a roadmap for rapid screening and improving the inhibitor design against SARS-CoV-2 Mpro.
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Affiliation(s)
- Abhik Kumar Ray
- Department of Chemical Sciences, Indian Institute of Science Education and Research (IISER) Berhampur, Odisha, 760010, India
| | - Parth Sarthi Sen Gupta
- Department of Chemical Sciences, Indian Institute of Science Education and Research (IISER) Berhampur, Odisha, 760010, India
| | - Saroj Kumar Panda
- Department of Chemical Sciences, Indian Institute of Science Education and Research (IISER) Berhampur, Odisha, 760010, India
| | - Satyaranjan Biswal
- Department of Chemical Sciences, Indian Institute of Science Education and Research (IISER) Berhampur, Odisha, 760010, India
| | - Uddipan Bhattacharya
- Department of Chemical Sciences, Indian Institute of Science Education and Research (IISER) Berhampur, Odisha, 760010, India
| | - Malay Kumar Rana
- Department of Chemical Sciences, Indian Institute of Science Education and Research (IISER) Berhampur, Odisha, 760010, India.
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152
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In silico studies on structural inhibition of SARS-CoV-2 main protease Mpro by major secondary metabolites of Andrographis paniculata and Cinchona officinalis. Biologia (Bratisl) 2022; 77:1373-1389. [PMID: 35250036 PMCID: PMC8883239 DOI: 10.1007/s11756-022-01012-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 01/10/2022] [Indexed: 12/15/2022]
Abstract
The COVID-19 infection by Novel Corona Virus (SARS-CoV-2) has become one of the largest pandemic diseases, with cumulative confirmed infections of 275,233,892 and 5,364,996 deaths to date according to World Health Organization. Due to the absence of any approved antiviral drug to treat COVID-19, its lethality is getting severe with time. The main protease of SARS-CoV-2, Mpro is considered one of the potential drug targets because of its role in processing proteins translated from viral RNA. In the present study, four of the plant metabolites, 14-deoxy-11,12-didehydroandrographolide, andrograpanin, quinine, cinchonine from two eminent medicinal plants Andrographis paniculata and Cinchona officinalis, have been evaluated against the main protease of SARS-CoV-2 through in-silico molecular docking and molecular dynamics simulation study. From the result interpretations, it is found that andrograpanin has strong binding affinities with the target protein in its active site with potential negative energies. Molecular Dynamic simulation and MMGBSA studies suggest that earlier reported N3 inhibitor and andrograpanin exhibit effective binding interactions involving identical amino acid residues with the same binding pockets of the main protease of SARS-CoV-2. Therefore, the theoretical experiment suggests that andrograpanin, could be considered the promising inhibitor against SARS-CoV-2 Mpro.
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153
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Cannalire R, Cerchia C, Beccari AR, Di Leva FS, Summa V. Targeting SARS-CoV-2 Proteases and Polymerase for COVID-19 Treatment: State of the Art and Future Opportunities. J Med Chem 2022; 65:2716-2746. [PMID: 33186044 PMCID: PMC7688049 DOI: 10.1021/acs.jmedchem.0c01140] [Citation(s) in RCA: 130] [Impact Index Per Article: 65.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Indexed: 02/07/2023]
Abstract
The newly emerged coronavirus, called SARS-CoV-2, is the causing pathogen of pandemic COVID-19. The identification of drugs to treat COVID-19 and other coronavirus diseases is an urgent global need, thus different strategies targeting either virus or host cell are still under investigation. Direct-acting agents, targeting protease and polymerase functionalities, represent a milestone in antiviral therapy. The 3C-like (or Main) protease (3CLpro) and the nsp12 RNA-dependent RNA-polymerase (RdRp) are the best characterized SARS-CoV-2 targets and show the highest degree of conservation across coronaviruses fostering the identification of broad-spectrum inhibitors. Coronaviruses also possess a papain-like protease, another essential enzyme, still poorly characterized and not equally conserved, limiting the identification of broad-spectrum agents. Herein, we provide an exhaustive comparative analysis of SARS-CoV-2 proteases and RdRp with respect to other coronavirus homologues. Moreover, we highlight the most promising inhibitors of these proteins reported so far, including the possible strategies for their further development.
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Affiliation(s)
- Rolando Cannalire
- Department
of Pharmacy, University of Naples “Federico
II”, via D. Montesano 49, 80131 Napoli, Italy
| | - Carmen Cerchia
- Department
of Pharmacy, University of Naples “Federico
II”, via D. Montesano 49, 80131 Napoli, Italy
| | | | - Francesco Saverio Di Leva
- Department
of Pharmacy, University of Naples “Federico
II”, via D. Montesano 49, 80131 Napoli, Italy
| | - Vincenzo Summa
- Department
of Pharmacy, University of Naples “Federico
II”, via D. Montesano 49, 80131 Napoli, Italy
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154
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Cannalire R, Cerchia C, Beccari AR, Di Leva FS, Summa V. Targeting SARS-CoV-2 Proteases and Polymerase for COVID-19 Treatment: State of the Art and Future Opportunities. J Med Chem 2022. [PMID: 33186044 DOI: 10.1021/acs.jmedchem.0c01140/suppl_file/jm0c01140_si_001.pdf] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
The newly emerged coronavirus, called SARS-CoV-2, is the causing pathogen of pandemic COVID-19. The identification of drugs to treat COVID-19 and other coronavirus diseases is an urgent global need, thus different strategies targeting either virus or host cell are still under investigation. Direct-acting agents, targeting protease and polymerase functionalities, represent a milestone in antiviral therapy. The 3C-like (or Main) protease (3CLpro) and the nsp12 RNA-dependent RNA-polymerase (RdRp) are the best characterized SARS-CoV-2 targets and show the highest degree of conservation across coronaviruses fostering the identification of broad-spectrum inhibitors. Coronaviruses also possess a papain-like protease, another essential enzyme, still poorly characterized and not equally conserved, limiting the identification of broad-spectrum agents. Herein, we provide an exhaustive comparative analysis of SARS-CoV-2 proteases and RdRp with respect to other coronavirus homologues. Moreover, we highlight the most promising inhibitors of these proteins reported so far, including the possible strategies for their further development.
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Affiliation(s)
- Rolando Cannalire
- Department of Pharmacy, University of Naples "Federico II", via D. Montesano 49, 80131 Napoli, Italy
| | - Carmen Cerchia
- Department of Pharmacy, University of Naples "Federico II", via D. Montesano 49, 80131 Napoli, Italy
| | - Andrea R Beccari
- Dompé Farmaceutici SpA, via Campo di Pile, 67100 L'Aquila, Italy
| | - Francesco Saverio Di Leva
- Department of Pharmacy, University of Naples "Federico II", via D. Montesano 49, 80131 Napoli, Italy
| | - Vincenzo Summa
- Department of Pharmacy, University of Naples "Federico II", via D. Montesano 49, 80131 Napoli, Italy
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155
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Konno S, Kobayashi K, Senda M, Funai Y, Seki Y, Tamai I, Schäkel L, Sakata K, Pillaiyar T, Taguchi A, Taniguchi A, Gütschow M, Müller CE, Takeuchi K, Hirohama M, Kawaguchi A, Kojima M, Senda T, Shirasaka Y, Kamitani W, Hayashi Y. 3CL Protease Inhibitors with an Electrophilic Arylketone Moiety as Anti-SARS-CoV-2 Agents. J Med Chem 2022; 65:2926-2939. [PMID: 34313428 PMCID: PMC8340582 DOI: 10.1021/acs.jmedchem.1c00665] [Citation(s) in RCA: 72] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Indexed: 02/08/2023]
Abstract
The novel coronavirus, SARS-CoV-2, has been identified as the causative agent for the current coronavirus disease (COVID-19) pandemic. 3CL protease (3CLpro) plays a pivotal role in the processing of viral polyproteins. We report peptidomimetic compounds with a unique benzothiazolyl ketone as a warhead group, which display potent activity against SARS-CoV-2 3CLpro. The most potent inhibitor YH-53 can strongly block the SARS-CoV-2 replication. X-ray structural analysis revealed that YH-53 establishes multiple hydrogen bond interactions with backbone amino acids and a covalent bond with the active site of 3CLpro. Further results from computational and experimental studies, including an in vitro absorption, distribution, metabolism, and excretion profile, in vivo pharmacokinetics, and metabolic analysis of YH-53 suggest that it has a high potential as a lead candidate to compete with COVID-19.
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Affiliation(s)
- Sho Konno
- School of Pharmacy, Department of Medicinal Chemistry,
Tokyo University of Pharmacy and Life Sciences, Hachioji,
Tokyo, 192-0392, Japan
| | - Kiyotaka Kobayashi
- School of Pharmacy, Department of Medicinal Chemistry,
Tokyo University of Pharmacy and Life Sciences, Hachioji,
Tokyo, 192-0392, Japan
| | - Miki Senda
- Structural Biology Research Center, Institute of
Materials Structure Science, High Energy Accelerator Research Organization
(KEK), Tsukuba 305-0801, Japan
| | - Yuta Funai
- Faculty of Pharmacy, Institute of Medical,
Pharmaceutical and Health Sciences, Kanazawa University,
Kanazawa 920-1192, Japan
| | - Yuta Seki
- Faculty of Pharmacy, Institute of Medical,
Pharmaceutical and Health Sciences, Kanazawa University,
Kanazawa 920-1192, Japan
| | - Ikumi Tamai
- Faculty of Pharmacy, Institute of Medical,
Pharmaceutical and Health Sciences, Kanazawa University,
Kanazawa 920-1192, Japan
| | - Laura Schäkel
- Pharmaceutical Institute, Pharmaceutical &
Medicinal Chemistry, University of Bonn, Bonn 53121,
Germany
| | - Kyousuke Sakata
- School of Life Sciences, Tokyo University
of Pharmacy and Life Sciences, Hachioji, Tokyo 192-0392,
Japan
| | - Thanigaimalai Pillaiyar
- Pharmaceutical Institute, Pharmaceutical/Medicinal Chemistry,
University of Tübingen, Tübingen 72076,
Germany
| | - Akihiro Taguchi
- School of Pharmacy, Department of Medicinal Chemistry,
Tokyo University of Pharmacy and Life Sciences, Hachioji,
Tokyo, 192-0392, Japan
| | - Atsuhiko Taniguchi
- School of Pharmacy, Department of Medicinal Chemistry,
Tokyo University of Pharmacy and Life Sciences, Hachioji,
Tokyo, 192-0392, Japan
| | - Michael Gütschow
- Pharmaceutical Institute, Pharmaceutical &
Medicinal Chemistry, University of Bonn, Bonn 53121,
Germany
| | - Christa E. Müller
- Pharmaceutical Institute, Pharmaceutical &
Medicinal Chemistry, University of Bonn, Bonn 53121,
Germany
| | - Koh Takeuchi
- Cellular and Molecular Biotechnology Research
Institute, National Institute of Advanced Industrial Science and
Technology, Koto, Tokyo 135-0064, Japan
| | - Mikako Hirohama
- Faculty of Medicine, Transborder Medical Research
Center, University of Tsukuba, Tsukuba 305-8575,
Japan
| | - Atsushi Kawaguchi
- Faculty of Medicine, Transborder Medical Research
Center, University of Tsukuba, Tsukuba 305-8575,
Japan
| | - Masaki Kojima
- School of Life Sciences, Tokyo University
of Pharmacy and Life Sciences, Hachioji, Tokyo 192-0392,
Japan
| | - Toshiya Senda
- Structural Biology Research Center, Institute of
Materials Structure Science, High Energy Accelerator Research Organization
(KEK), Tsukuba 305-0801, Japan
| | - Yoshiyuki Shirasaka
- Faculty of Pharmacy, Institute of Medical,
Pharmaceutical and Health Sciences, Kanazawa University,
Kanazawa 920-1192, Japan
| | - Wataru Kamitani
- Department of Infectious Diseases and Host Defense,
Gunma University Graduate School of Medicine, Maebashi
371-8511, Japan
| | - Yoshio Hayashi
- School of Pharmacy, Department of Medicinal Chemistry,
Tokyo University of Pharmacy and Life Sciences, Hachioji,
Tokyo, 192-0392, Japan
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156
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Van Cong P, Anh HLT, Trung NQ, Quang Minh B, Viet Duc N, Van Dan N, Trang NM, Phong NV, Vinh LB, Anh LT, Lee KY. Isolation, structural elucidation and molecular docking studies against SARS-CoV-2 main protease of new stigmastane-type steroidal glucosides isolated from the whole plants of Vernonia gratiosa. Nat Prod Res 2022:1-9. [DOI: 10.1080/14786419.2022.2042534] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Pham Van Cong
- Center for Research and Technology Transfer, Vietnam Academy of Science and Technology (VAST), Hanoi, Vietnam
- Graduate University of Science and Technology, VAST, Hanoi, Vietnam
| | - Hoang Le Tuan Anh
- Center for Research and Technology Transfer, Vietnam Academy of Science and Technology (VAST), Hanoi, Vietnam
- Graduate University of Science and Technology, VAST, Hanoi, Vietnam
| | - Nguyen Quang Trung
- Center for Research and Technology Transfer, Vietnam Academy of Science and Technology (VAST), Hanoi, Vietnam
| | - Bui Quang Minh
- Center for Research and Technology Transfer, Vietnam Academy of Science and Technology (VAST), Hanoi, Vietnam
| | - Ngo Viet Duc
- Center for Research and Technology Transfer, Vietnam Academy of Science and Technology (VAST), Hanoi, Vietnam
| | - Nguyen Van Dan
- Center for Research and Technology Transfer, Vietnam Academy of Science and Technology (VAST), Hanoi, Vietnam
| | - Nguyen Minh Trang
- College of Pharmacy, Chungnam National University, Daejeon, Republic of Korea
| | - Nguyen Viet Phong
- Institute of Marine Biochemistry (IMBC), VAST, Hanoi, Vietnam
- College of Pharmacy, Kyungpook National University, Daegu, Republic of Korea
| | - Le Ba Vinh
- Institute of Marine Biochemistry (IMBC), VAST, Hanoi, Vietnam
- College of Pharmacy, Korea University, Sejong, Republic of Korea
| | - Le Tuan Anh
- Mientrung Institute for Scientific Research, VAST, Vietnam
| | - Ki Yong Lee
- College of Pharmacy, Korea University, Sejong, Republic of Korea
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157
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A Simple and Efficient Approach to the Synthesis of 4-Aryl-2-dialkylphosphonomethyl-4-oxobutanenitrile. MOLBANK 2022. [DOI: 10.3390/m1342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
In this work, we describe a simple and easy synthetic approach to variously 4-aryl-2-alkylphosphonomethyl-4-oxobutanenitrile based on the reaction of aromatic aldehydes with phosphorylated Michael’s acceptors in good yields. A general mechanism for the reactions was also proposed. Characterization of the products was carried out by several spectroscopic tools, including Infrared and Nuclear Magnetic Resonance Spectroscopies (1H, 13C, and 31P-NMR). Molecular docking studies were conducted on the synthesized materials against (1UK4) the crystal structure of the SARS Coronavirus Main Proteinase (3CLpro) to study the antiviral activity of these compounds and against (1E3K) the Human Progesterone Receptor to study the anticancer activity of these compounds. We found that compound (5i) was the best one in both antiviral and anticancer activity (according to the binding energy values).
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158
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Kandeel M, Kim J, Fayez M, Kitade Y, Kwon HJ. Antiviral drug discovery by targeting the SARS-CoV-2 polyprotein processing by inhibition of the main protease. PeerJ 2022; 10:e12929. [PMID: 35186496 PMCID: PMC8833224 DOI: 10.7717/peerj.12929] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 01/21/2022] [Indexed: 01/11/2023] Open
Abstract
The spread of SARS-CoV-2, the causative agent for COVID-19, has led to a global and deadly pandemic. To date, few drugs have been approved for treating SARS-CoV-2 infections. In this study, a structure-based approach was adopted using the SARS-CoV-2 main protease (Mpro) and a carefully selected dataset of 37,060 compounds comprising Mpro and antiviral protein-specific libraries. The compounds passed two-step docking filtration, starting with standard precision (SP) followed by extra precision (XP) runs. Fourteen compounds with the highest XP docking scores were examined by 20 ns molecular dynamics simulations (MDs). Based on backbone route mean square deviations (RMSD) and molecular mechanics/generalized Born surface area (MM/GBSA) binding energy, four drugs were selected for comprehensive MDs analysis at 100 ns. Results indicated that birinapant, atazanavir, and ritonavir potently bound and stabilized SARS-CoV-2 Mpro structure. Binding energies higher than -102 kcal/mol, RMSD values <0.22 nm, formation of several hydrogen bonds with Mpro, favourable electrostatic contributions, and low radii of gyration were among the estimated factors contributing to the strength of the binding of these three compounds with Mpro. The top two compounds, atazanavir and birinapant, were tested for their ability to prevent SARS-CoV-2 plaque formation. At 10 µM of birinapant concentration, antiviral tests against SARS-CoV-2 demonstrated a 37% reduction of virus multiplication. Antiviral assays demonstrated that birinapant has high anti-SARS-CoV-2 activity in the low micromolar range, with an IC50 value of 18 ± 3.6 µM. Therefore, birinapant is a candidate for further investigation to determine whether it is a feasible therapy option.
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Affiliation(s)
- Mahmoud Kandeel
- Department of Biomedical Sciences, College of Veterinary Medicine, King Faisal University, Al-hofuf, Al-ahsa, Saudi Arabia,Department of Pharmacology, Faculty of Veterinary Medicine, Kafrelshikh University, Kafrelshikh, Egypt
| | - Jinsoo Kim
- Department of Microbiology, College of Medicine, Hallym University, Chuncheon, South Korea
| | - Mahmoud Fayez
- Al-Ahsa Veterinary Diagnostic Laboratory, Ministry of Agriculture, Al-Ahsa, Saudi Arabia,Veterinary Serum and Vaccine Institute, Cairo, Dokki, Egypt
| | - Yukio Kitade
- Department of Applied Chemistry, Faculty of Engineering, Aichi Institute of Technology, Toyota, Japan
| | - Hyung-Joo Kwon
- Department of Microbiology, College of Medicine, Hallym University, Chuncheon, South Korea
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159
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Lv Z, Cano KE, Jia L, Drag M, Huang TT, Olsen SK. Targeting SARS-CoV-2 Proteases for COVID-19 Antiviral Development. Front Chem 2022; 9:819165. [PMID: 35186898 PMCID: PMC8850931 DOI: 10.3389/fchem.2021.819165] [Citation(s) in RCA: 45] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Accepted: 12/20/2021] [Indexed: 12/18/2022] Open
Abstract
The emergence of severe acute respiratory syndrome (SARS-CoV-2) in 2019 marked the third occurrence of a highly pathogenic coronavirus in the human population since 2003. As the death toll surpasses 5 million globally and economic losses continue, designing drugs that could curtail infection and disease progression is critical. In the US, three highly effective Food and Drug Administration (FDA)-authorized vaccines are currently available, and Remdesivir is approved for the treatment of hospitalized patients. However, moderate vaccination rates and the sustained evolution of new viral variants necessitate the ongoing search for new antivirals. Several viral proteins have been prioritized as SARS-CoV-2 antiviral drug targets, among them the papain-like protease (PLpro) and the main protease (Mpro). Inhibition of these proteases would target viral replication, viral maturation, and suppression of host innate immune responses. Knowledge of inhibitors and assays for viruses were quickly adopted for SARS-CoV-2 protease research. Potential candidates have been identified to show inhibitory effects against PLpro and Mpro, both in biochemical assays and viral replication in cells. These results encourage further optimizations to improve prophylactic and therapeutic efficacy. In this review, we examine the latest developments of potential small-molecule inhibitors and peptide inhibitors for PLpro and Mpro, and how structural biology greatly facilitates this process.
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Affiliation(s)
- Zongyang Lv
- Department of Biochemistry and Structural Biology, University of Texas Health Science Center at San Antonio, San Antonio, TX, United States
| | - Kristin E. Cano
- Department of Biochemistry and Structural Biology, University of Texas Health Science Center at San Antonio, San Antonio, TX, United States
| | - Lijia Jia
- Department of Biochemistry and Structural Biology, University of Texas Health Science Center at San Antonio, San Antonio, TX, United States
| | - Marcin Drag
- Department of Chemical Biology and Bioimaging, Wroclaw University of Science and Technology, Wroclaw, Poland
| | - Tony T. Huang
- Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, New York, NY, United States
| | - Shaun K. Olsen
- Department of Biochemistry and Structural Biology, University of Texas Health Science Center at San Antonio, San Antonio, TX, United States
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160
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Ray R, Birangal SR, Fathima F, Bhat GV, Rao M, Shenoy GG. Repurposing of approved drugs and nutraceuticals to identify potential inhibitors of SARS-COV-2’s entry into human host cells: a structural analysis using induced-fit docking, MMGBSA and molecular dynamics simulation approach. MOLECULAR SIMULATION 2022. [DOI: 10.1080/08927022.2021.2016741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Rajdeep Ray
- Department of Pharmaceutical Chemistry, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, India
| | - Sumit Raosaheb Birangal
- Department of Pharmaceutical Chemistry, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, India
| | - Fajeelath Fathima
- Department of Pharmaceutical Chemistry, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, India
| | - G. Varadaraj Bhat
- Department of Pharmaceutical Chemistry, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, India
| | - Mahadev Rao
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, India
| | - G. Gautham Shenoy
- Department of Pharmaceutical Chemistry, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, India
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161
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Maroli N, Bhasuran B, Natarajan J, Kolandaivel P. The potential role of procyanidin as a therapeutic agent against SARS-CoV-2: a text mining, molecular docking and molecular dynamics simulation approach. J Biomol Struct Dyn 2022; 40:1230-1245. [PMID: 32960159 PMCID: PMC7544928 DOI: 10.1080/07391102.2020.1823887] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Accepted: 09/10/2020] [Indexed: 02/07/2023]
Abstract
A novel coronavirus (SARS-CoV-2) has caused a major outbreak in human all over the world. There are several proteins interplay during the entry and replication of this virus in human. Here, we have used text mining and named entity recognition method to identify co-occurrence of the important COVID 19 genes/proteins in the interaction network based on the frequency of the interaction. Network analysis revealed a set of genes/proteins, highly dense genes/protein clusters and sub-networks of Angiotensin-converting enzyme 2 (ACE2), Helicase, spike (S) protein (trimeric), membrane (M) protein, envelop (E) protein, and the nucleocapsid (N) protein. The isolated proteins are screened against procyanidin-a flavonoid from plants using molecular docking. Further, molecular dynamics simulation of critical proteins such as ACE2, Mpro and spike proteins are performed to elucidate the inhibition mechanism. The strong network of hydrogen bonds and hydrophobic interactions along with van der Waals interactions inhibit receptors, which are essential to the entry and replication of the SARS-CoV-2. The binding energy which largely arises from van der Waals interactions is calculated (ACE2=-50.21 ± 6.3, Mpro=-89.50 ± 6.32 and spike=-23.06 ± 4.39) through molecular mechanics Poisson-Boltzmann surface area also confirm the affinity of procyanidin towards the critical receptors. Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Nikhil Maroli
- Computational Biology Division, DRDO Center for Life Sciences, Bharathiar University Campus, Coimbatore, Tamil Nadu, India
- Center for Condensed Matter Theory, Department of Physics, Indian Institute of Science, Bangalore, Karnataka, India
| | - Balu Bhasuran
- Computational Biology Division, DRDO Center for Life Sciences, Bharathiar University Campus, Coimbatore, Tamil Nadu, India
| | - Jeyakumar Natarajan
- Data Mining and Text Mining Laboratory, Department of Bioinformatics, Bharathiar University, Coimbatore, Tamil Nadu, India
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162
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Tripathi N, Tripathi N, Goshisht MK. COVID-19: inflammatory responses, structure-based drug design and potential therapeutics. Mol Divers 2022; 26:629-645. [PMID: 33400086 PMCID: PMC7782055 DOI: 10.1007/s11030-020-10176-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Accepted: 12/11/2020] [Indexed: 01/08/2023]
Abstract
The COVID-19 pandemic caused by SARS-CoV-2 is responsible for the global health emergency. Here, we explore the diverse mechanisms of SARS-CoV-induced inflammation. We presume that SARS-CoV-2 likely contributes analogous inflammatory responses. Possible therapeutic mechanisms for reducing SARS-CoV-2-mediated inflammatory responses comprise FcR inactivation. Currently, there is no specific remedy available against the SARS-CoV-2. Consequently, recognizing efficacious antiviral leads to combat the virus is crucially desired. The coronavirus (CoV) main protease (Mpro also called 3CLpro), which plays an indispensable role in viral replication and transcription, is an interesting target for drug design. This review compiles the latest advances in biological and structural research, along with development of inhibitors targeting CoV Mpros. It is anticipated that inhibitors targeting CoV Mpros could be advanced into wide-spectrum antiviral drugs in case of COVID-19 and other CoV-related diseases. The crystal structural and docking results have shown that Ebselen, N3, TDZD-8 and α-ketoamide (13b) inhibitors can bind to the substrate-binding pocket of COVID-19 Mpro. α-ketoamide-based inhibitor 13b inhibits the replication of SARS-CoV-2 in human Calu3 lung cells. Quantitative real-time RT-PCR (qRT-PCR) showed that the treatment with Ebselen, TDZD-8 and N3 reduced the amounts of SARS-CoV-2, respectively, 20.3-, 10.19- and 8.4-fold compared to the treatment in the absence of inhibitor. Moreover, repurposing of already present drugs to treat COVID-19 serves as one of the competent and economic therapeutic strategies. Several anti-malarial, anti-HIV and anti-inflammatory drugs as mentioned in Table 2 were found effective for the COVID-19 treatment. Further, hydroxychloroquine (HCQ) was found more potent than chloroquine (CQ) in inhibiting SARS-CoV-2 in vitro. Furthermore, convalescent plasma from patients who have recuperated from viral infections can be employed as a therapy without the appearance of severe adverse events. Hence, it might be valuable to examine the safety and efficacy of convalescent plasma transfusion in SARS-CoV-2-infected patients.
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Affiliation(s)
- Neetu Tripathi
- Department of Chemistry, Guru Nanak Dev University, Amritsar, Punjab, 143005, India
| | - Neeraj Tripathi
- Department of Civil Engineering, Punjab Engineering College (Deemed To University), Chandigarh, Punjab, 160012, India
| | - Manoj Kumar Goshisht
- Department of Chemistry, Government College Tokapal, Bastar, Chhattisgarh, 494442, India.
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163
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Chou FP, Liu CC, Huong Giang HN, Huang SC, Hsu HF, Wu TK. Evaluation of RevX Solution Extract as a Potential Inhibitor of the Main Protease of SARS-CoV-2—In vitro Study and Molecular Docking. Heliyon 2022; 8:e09034. [PMID: 35252620 PMCID: PMC8882484 DOI: 10.1016/j.heliyon.2022.e09034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Revised: 02/08/2022] [Accepted: 02/24/2022] [Indexed: 11/25/2022] Open
Abstract
The main protease (Mpro) of SARS-CoV-2 is a protease necessary for viral polyprotein processing and maturation. Mpro cleaves the polypeptide sequence after the glutamine residues. There is no known cellular protease with this substrate specificity in humans; therefore, it is considered an attractive drug target. Previously, fermented sorghum extract RevX (trademark of Revolutrx INC.) solution significantly alleviated physical decline and complications in a patient with lung adenocarcinoma, suggesting the role of bioactive components in RevX solution. To further explore whether the bioactive components in RevX solution exhibit other biological activities, such as antiviral effects, we investigated its inhibitory effect on the Mpro of SARS-CoV-2 virus. We report herein that the solid extract of the RevX solution exhibits an efficacious Mpro inhibitory activity, with IC50 of 2.07 ± 0.38 μg/mL. Molecular docking of sterol-like components in the RevX extracts identified by MS shows that the three sterol-like molecules can bind to the active region of the GC376-Mpro complex, supporting the structure-function relationship. Combined with its ability to significantly alleviate the body's immunity decline and to inhibit the activity of SARS-CoV-2 Mpro, RevX solution may provide a possible alternative supportive treatment for patients with COVID-19. The unique substrate specificity of SARS-CoV-2 Mpro makes it a potential target for drug design. Fermented sorghum extract RevX solution enhances adjuvant therapy of lung adenocarcinoma, suggesting the role of bioactive components in RevX solution. The solid extract of RevX showed potent Mpro inhibitory activity with IC50 of 2.07 ± 0.38 μg/mL. The three sterol-like structures of RevX extract showed a similar binding cavity to Mpro-GC376, suggesting its putative inhibitory activity.
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164
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Host E3 ligase HUWE1 attenuates the proapoptotic activity of the MERS-CoV accessory protein ORF3 by promoting its ubiquitin-dependent degradation. J Biol Chem 2022; 298:101584. [PMID: 35032548 PMCID: PMC8755419 DOI: 10.1016/j.jbc.2022.101584] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 12/29/2021] [Accepted: 12/30/2021] [Indexed: 02/08/2023] Open
Abstract
With the outbreak of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), coronaviruses have begun to attract great attention across the world. Of the known human coronaviruses, however, Middle East respiratory syndrome coronavirus (MERS-CoV) is the most lethal. Coronavirus proteins can be divided into three groups: nonstructural proteins, structural proteins, and accessory proteins. While the number of each of these proteins varies greatly among different coronaviruses, accessory proteins are most closely related to the pathogenicity of the virus. We found for the first time that the ORF3 accessory protein of MERS-CoV, which closely resembles the ORF3a proteins of severe acute respiratory syndrome coronavirus and SARS-CoV-2, has the ability to induce apoptosis in cells in a dose-dependent manner. Through bioinformatics analysis and validation, we revealed that ORF3 is an unstable protein and has a shorter half-life in cells compared to that of severe acute respiratory syndrome coronavirus and SARS-CoV-2 ORF3a proteins. After screening, we identified a host E3 ligase, HUWE1, that specifically induces MERS-CoV ORF3 protein ubiquitination and degradation through the ubiquitin-proteasome system. This results in the diminished ability of ORF3 to induce apoptosis, which might partially explain the lower spread of MERS-CoV compared to other coronaviruses. In summary, this study reveals a pathological function of MERS-CoV ORF3 protein and identifies a potential host antiviral protein, HUWE1, with an ability to antagonize MERS-CoV pathogenesis by inducing ORF3 degradation, thus enriching our knowledge of the pathogenesis of MERS-CoV and suggesting new targets and strategies for clinical development of drugs for MERS-CoV treatment.
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165
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Wang J, Yu Y, Leng T, Li Y, Lee ST. The Inhibition of SARS-CoV-2 3CL M pro by Graphene and Its Derivatives from Molecular Dynamics Simulations. ACS APPLIED MATERIALS & INTERFACES 2022; 14:191-200. [PMID: 34933561 PMCID: PMC8713398 DOI: 10.1021/acsami.1c18104] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Accepted: 12/14/2021] [Indexed: 06/14/2023]
Abstract
At present, the most powerful new drugs for COVID-19 are antibody proteins. In addition, there are some star small molecule drugs. However, there are few studies on nanomaterials. Here, we study the intact graphene (IG), defective graphene (DG), and graphene oxide (GO) interacting with COVID-19 protein. We find that they show progressive inhibition of COVID-19 protein. By using molecular dynamics simulations, we study the interactions between SARS-CoV-2 3CL Mpro and graphene-related materials (GRMs): IG, DG, and GO. The results show that Mpro can be absorbed onto the surfaces of investigated materials. DG and GO interacted with Mpro more intensely, causing the decisive part of Mpro to become more flexible. Further analysis shows that compared to IG and GO, DG can inactivate Mpro and inhibit its expression effectively by destroying the active pocket of Mpro. Our work not only provides detailed and reliable theoretical guidance for the application of GRMs in treating with SARS-CoV-2 but also helps in developing new graphene-based anti-COVID-19 materials.
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Affiliation(s)
- Jiawen Wang
- Institute of Functional Nano & Soft Materials
(FUNSOM), Soochow University, Suzhou, Jiangsu 215123,
China
| | - Yi Yu
- Institute of Functional Nano & Soft Materials
(FUNSOM), Soochow University, Suzhou, Jiangsu 215123,
China
| | - Tianle Leng
- Dougherty Valley High School,
10550 Albion Rd, San Ramon, California 94582, United States
| | - Youyong Li
- Institute of Functional Nano & Soft Materials
(FUNSOM), Soochow University, Suzhou, Jiangsu 215123,
China
- Macao Institute of Materials Science and Engineering,
Macau University of Science and Technology, Taipa, 999078
Macau, SAR, China
| | - Shuit-Tong Lee
- Institute of Functional Nano & Soft Materials
(FUNSOM), Soochow University, Suzhou, Jiangsu 215123,
China
- Macao Institute of Materials Science and Engineering,
Macau University of Science and Technology, Taipa, 999078
Macau, SAR, China
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166
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Yu PC, Huang CH, Kuo CJ, Liang PH, Wang LHC, Pan MYC, Chang SY, Chao TL, Ieong SM, Fang JT, Huang HC, Juan HF. Drug Repurposing for the Identification of Compounds with Anti-SARS-CoV-2 Capability via Multiple Targets. Pharmaceutics 2022; 14:176. [PMID: 35057070 PMCID: PMC8779140 DOI: 10.3390/pharmaceutics14010176] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 12/27/2021] [Accepted: 01/07/2022] [Indexed: 02/07/2023] Open
Abstract
Since 2019, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been rapidly spreading worldwide, causing hundreds of millions of infections. Despite the development of vaccines, insufficient protection remains a concern. Therefore, the screening of drugs for the treatment of coronavirus disease 2019 (COVID-19) is reasonable and necessary. This study utilized bioinformatics for the selection of compounds approved by the U.S. Food and Drug Administration with therapeutic potential in this setting. In addition, the inhibitory effect of these compounds on the enzyme activity of transmembrane protease serine 2 (TMPRSS2), papain-like protease (PLpro), and 3C-like protease (3CLpro) was evaluated. Furthermore, the capability of compounds to attach to the spike-receptor-binding domain (RBD) was considered an important factor in the present assessment. Finally, the antiviral potency of compounds was validated using a plaque reduction assay. Our funnel strategy revealed that tamoxifen possesses an anti-SARS-CoV-2 property owing to its inhibitory performance in multiple assays. The proposed time-saving and feasible strategy may accelerate drug screening for COVID-19 and other diseases.
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Affiliation(s)
- Pei-Chen Yu
- Department of Life Science and Institute of Molecular and Cellular Biology, National Taiwan University, Taipei 10617, Taiwan;
| | - Chen-Hao Huang
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei 10617, Taiwan;
| | - Chih-Jung Kuo
- Department of Veterinary Medicine, National Chung Hsing University, Taichung 40227, Taiwan;
| | - Po-Huang Liang
- Institute of Biological Chemistry, Academia Sinica, Taipei 11529, Taiwan;
- Institute of Biochemical Sciences, National Taiwan University, Taipei 10617, Taiwan
| | - Lily Hui-Ching Wang
- Institute of Molecular and Cellular Biology, National Tsing Hua University, Hsinchu 30004, Taiwan; (L.H.-C.W.); (M.Y.-C.P.)
| | - Max Yu-Chen Pan
- Institute of Molecular and Cellular Biology, National Tsing Hua University, Hsinchu 30004, Taiwan; (L.H.-C.W.); (M.Y.-C.P.)
| | - Sui-Yuan Chang
- Department of Clinical Laboratory Sciences and Medical Biotechnology, National Taiwan University, Taipei 10048, Taiwan; (S.-Y.C.); (T.-L.C.); (S.-M.I.); (J.-T.F.)
- Department of Laboratory Medicine, National Taiwan University Hospital, Taipei 10002, Taiwan
| | - Tai-Ling Chao
- Department of Clinical Laboratory Sciences and Medical Biotechnology, National Taiwan University, Taipei 10048, Taiwan; (S.-Y.C.); (T.-L.C.); (S.-M.I.); (J.-T.F.)
- Genomics Research Center, Academia Sinica, Taipei 11529, Taiwan
| | - Si-Man Ieong
- Department of Clinical Laboratory Sciences and Medical Biotechnology, National Taiwan University, Taipei 10048, Taiwan; (S.-Y.C.); (T.-L.C.); (S.-M.I.); (J.-T.F.)
| | - Jun-Tung Fang
- Department of Clinical Laboratory Sciences and Medical Biotechnology, National Taiwan University, Taipei 10048, Taiwan; (S.-Y.C.); (T.-L.C.); (S.-M.I.); (J.-T.F.)
| | - Hsuan-Cheng Huang
- Institute of Biomedical Informatics, National Yang Ming Chaio Tung University, Taipei 11230, Taiwan
| | - Hsueh-Fen Juan
- Department of Life Science and Institute of Molecular and Cellular Biology, National Taiwan University, Taipei 10617, Taiwan;
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei 10617, Taiwan;
- Center for Computational and Systems Biology, National Taiwan University, Taipei 10617, Taiwan
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167
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Structure-based inhibitor design and repurposing clinical drugs to target SARS-CoV-2 proteases. Biochem Soc Trans 2022; 50:151-165. [PMID: 35015073 DOI: 10.1042/bst20211180] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 12/15/2021] [Accepted: 12/16/2021] [Indexed: 01/01/2023]
Abstract
SARS-CoV-2, the coronavirus responsible for the current COVID-19 pandemic, encodes two proteases, 3CLpro and PLpro, two of the main antiviral research targets. Here we provide an overview of the structures and functions of 3CLpro and PLpro and examine strategies of structure-based drug designing and drug repurposing against these proteases. Rational structure-based drug design enables the generation of potent and target-specific antivirals. Drug repurposing offers an attractive prospect with an accelerated turnaround. Thus far, several protease inhibitors have been identified, and some candidates are undergoing trials that may well prove to be effective antivirals against SARS-CoV-2.
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168
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Chen W, Feng B, Han S, Wang P, Chen W, Zang Y, Li J, Hu Y. Discovery of highly potent SARS-CoV-2 M pro inhibitors based on benzoisothiazolone scaffold. Bioorg Med Chem Lett 2022; 58:128526. [PMID: 34998903 PMCID: PMC8730469 DOI: 10.1016/j.bmcl.2022.128526] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 12/27/2021] [Accepted: 01/01/2022] [Indexed: 12/13/2022]
Abstract
The COVID-19 pandemic has drastically impacted global economies and public health. Although vaccine development has been successful, it was not sufficient against more infectious mutant strains including the Delta variant indicating a need for alternative treatment strategies such as small molecular compound development. In this work, a series of SARS-CoV-2 main protease (Mpro) inhibitors were designed and tested based on the active compound from high-throughput diverse compound library screens. The most efficacious compound (16b-3) displayed potent SARS-CoV-2 Mpro inhibition with an IC50 value of 116 nM and selectivity against SARS-CoV-2 Mpro when compared to PLpro and RdRp. This new class of compounds could be used as potential leads for further optimization in anti COVID-19 drug discovery.
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Affiliation(s)
- Weixiong Chen
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing 210023, China; State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Bo Feng
- School of Life Science and Biopharmaceutics, Shenyang Pharmaceutical University, No.103 Wenhua Road, Shenyang 110016, China
| | - Sheng Han
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Peipei Wang
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Wuhong Chen
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Yi Zang
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China; School of Pharmaceutical Science and Technology, Hangzhou Institute for Advanced Study, UCAS, Hangzhou 310024, China.
| | - Jia Li
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China; School of Life Science and Biopharmaceutics, Shenyang Pharmaceutical University, No.103 Wenhua Road, Shenyang 110016, China; Open Studio for Druggability Research of Marine Natural Products, Pilot National Laboratory for Marine Science and Technology (Qingdao), 1 Wenhai Road, Aoshanwei Jimo, Qingdao 266237, China; School of Pharmaceutical Science and Technology, Hangzhou Institute for Advanced Study, UCAS, Hangzhou 310024, China.
| | - Youhong Hu
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing 210023, China; State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China; School of Pharmaceutical Science and Technology, Hangzhou Institute for Advanced Study, UCAS, Hangzhou 310024, China.
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169
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Santos LH, Kronenberger T, Almeida RG, Silva EB, Rocha REO, Oliveira JC, Barreto LV, Skinner D, Fajtová P, Giardini MA, Woodworth B, Bardine C, Lourenço AL, Craik CS, Poso A, Podust LM, McKerrow JH, Siqueira-Neto JL, O'Donoghue AJ, da Silva Júnior EN, Ferreira RS. Structure-based identification of naphthoquinones and derivatives as novel inhibitors of main protease Mpro and papain-like protease PLpro of SARS-CoV-2. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2022:2022.01.05.475095. [PMID: 35018373 PMCID: PMC8750648 DOI: 10.1101/2022.01.05.475095] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
The worldwide COVID-19 pandemic caused by the coronavirus SARS-CoV-2 urgently demands novel direct antiviral treatments. The main protease (Mpro) and papain-like protease (PLpro) are attractive drug targets among coronaviruses due to their essential role in processing the polyproteins translated from the viral RNA. In the present work, we virtually screened 688 naphthoquinoidal compounds and derivatives against Mpro of SARS-CoV-2. Twenty-four derivatives were selected and evaluated in biochemical assays against Mpro using a novel fluorogenic substrate. In parallel, these compounds were also assayed with SARS-CoV-2 PLpro. Four compounds inhibited Mpro with half-maximal inhibitory concentration (IC 50 ) values between 0.41 µM and 66 µM. In addition, eight compounds inhibited PLpro with IC 50 ranging from 1.7 µM to 46 µM. Molecular dynamics simulations suggest stable binding modes for Mpro inhibitors with frequent interactions with residues in the S1 and S2 pockets of the active site. For two PLpro inhibitors, interactions occur in the S3 and S4 pockets. In summary, our structure-based computational and biochemical approach identified novel naphthoquinonal scaffolds that can be further explored as SARS-CoV-2 antivirals.
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170
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Barkat MA, Kaushik P, Barkat HA, Khan MI, Hadi HA. Phytoconstituents in the Management of Covid-19: Demystifying the Fact. Drug Res (Stuttg) 2022; 72:123-130. [PMID: 34979573 DOI: 10.1055/a-1697-5365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
The 2019-nCoV (COVID-19; novel coronavirus disease-2019) outbreak is caused by the coronavirus, and its continued spread is responsible for increasing deaths, social and economic burden. COVID-19 created a chaotic situation worldwide and claimed the lives of over 5,027,183 and 248,467,363 confirmed cases have been reported so far as per the data published by WHO (World Health Organization) till 5th November 2021. Scientific communities all over the world are toiling to find a suitable therapeutic drug for this deadly disease. Although till date no promising drug has been discovered for this COVID-19. However, as per the WHO, over 102 COVID-19 vaccines are in clinical development and 185 in pre-clinical development. Naturally occurring phytoconstituents possess considerable chemical richness in the form of anti-viral and anti-parasitic potential and have been extensively exploited for the same globally. Still, phytomedicine-based therapies are considered as the best available treatment option to minimize and treat the symptoms of COVID-19 because of the least possible side effects compared to synthetic drugs recommended by the physicians/clinicians. In this review, the use of plant chemicals as a possible therapeutic agent for severe acute respiratory syndrome coronavirus 2 (SARS CoV2) is highlighted with their proposed mechanism of action, which will prove fruitful and effective in finding a cure for this deadly disease.
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Affiliation(s)
- Md Abul Barkat
- Department of Pharmaceutics, College of Pharmacy, University of Hafr Al-Batin, KSA
| | - Pawan Kaushik
- Institute of Pharmaceutical Sciences, Kurukshetra University, Kurukshetra, Haryana, India
| | - Harshita Abul Barkat
- Department of Pharmaceutics, College of Pharmacy, University of Hafr Al-Batin, KSA.,Dermatopharmaceutics Research Group, Faculty of Pharmacy, International Islamic University Malaysia, Kuantan, Pahang, Malaysia
| | - Mohammad Idreesh Khan
- Department of Clinical Nutrition, College of Applied Health Sciences in Arras, Qassim University, KSA
| | - Hazrina Ab Hadi
- Dermatopharmaceutics Research Group, Faculty of Pharmacy, International Islamic University Malaysia, Kuantan, Pahang, Malaysia
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171
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Roy A, Menon T. Evaluation of bioactive compounds from Boswellia serrata against SARS-CoV-2. VEGETOS (BAREILLY, INDIA) 2022; 35:404-414. [PMID: 34803247 PMCID: PMC8595075 DOI: 10.1007/s42535-021-00318-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 10/20/2021] [Accepted: 10/21/2021] [Indexed: 04/21/2023]
Abstract
With the COVID-19 pandemic still wreaking havoc worldwide, new variants being discovered every month in some parts of the globe due to the mutating nature of the virus. There is no specific solution for this highly transmissible disease. In search of a lead molecule for the discovery and development of drug, extensive research is being conducted throughout the world. Many synthetic drugs are already in clinical trials and some are utilized for the treatment of this viral infection. Apart from synthetic drugs, phytocompounds from plants act as a potential drug candidate which can inhibit the growth of virus and thus able to prevent the viral infection. In this study, 26 ligands (bioactive compounds) from Boswellia serrata (an important medicinal plant) were tested against SARS-CoV-2 by using computational method. Selected ligands were shortlisted using Lipinski's rule and then subjected to molecular docking against one of the main proteins of SARS-CoV-2, i.e., Mpro. Out of these compounds, Euphane, Ursane, α-Amyrin, Phytosterols, and 2,3-Dihydroxyurs-12-en-28-oic acid were potential to inhibit the Mpro activity with binding energies of - 10.47 kcal/mol, - 10.41 kcal/mol, - 9.99 kcal/mol, - 9.94 kcal/mol and - 9.72 kcal/mol respectively. A comparative study was performed using the best five ligands against four possible drug targets of SARS-CoV-2. It was found that Euphane showed highest negative binding energy against all the four crucial targets of SARS-CoV-2. Further, in-vitro experimentation is required to validate the use of Euphane as a potent drug against SARS-CoV-2.
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Affiliation(s)
- Arpita Roy
- Department of Biotechnology, School of Engineering and Technology, Sharda University, Greater Noida, India
| | - Tarunya Menon
- Department of Biotechnology, Delhi Technological University, Delhi, India
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172
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El-Masry RM, Al-Karmalawy AA, Alnajjar R, Mahmoud SH, Mostafa A, Kadry HH, Abou-Seri SM, Taher AT. Newly synthesized series of oxoindole–oxadiazole conjugates as potential anti-SARS-CoV-2 agents: in silico and in vitro studies. NEW J CHEM 2022. [DOI: 10.1039/d1nj04816c] [Citation(s) in RCA: 38] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The pharmacophoric features of the novel series of 1,3,4-oxadiazole–oxoindole conjugates (IVa–g) as potential anti-SARS-CoV-2 agents based on the reported Mpro inhibitor (Ia) are presented.
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Affiliation(s)
- Rana M. El-Masry
- Organic Chemistry Department, Faculty of Pharmacy, October University for Modern Sciences and Arts (MSA), October 6 city, Giza, Egypt
| | - Ahmed A. Al-Karmalawy
- Department of Pharmaceutical Medicinal Chemistry, Faculty of Pharmacy, Horus University-Egypt, New Damietta 34518, Egypt
| | - Radwan Alnajjar
- Department of Chemistry, Faculty of Science, University of Benghazi, Benghazi, Libya
- Department of Chemistry, University of Cape Town, Rondebosch 7701, South Africa
| | - Sara H. Mahmoud
- Center of Scientific Excellence for Influenza Viruses, National Research Centre (NRC), Dokki, Giza 12622, Egypt
| | - Ahmed Mostafa
- Center of Scientific Excellence for Influenza Viruses, National Research Centre (NRC), Dokki, Giza 12622, Egypt
| | - Hanan H. Kadry
- Department of Pharmaceutical Organic Chemistry, Faculty of Pharmacy, Cairo University, Cairo, Egypt
| | - Sahar M. Abou-Seri
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Cairo University, Cairo, Egypt
| | - Azza T. Taher
- Department of Pharmaceutical Organic Chemistry, Faculty of Pharmacy, Cairo University, Cairo, Egypt
- Department of Organic Pharmaceutical Chemistry, Faculty of Pharmacy, October 6 University (O6U), October 6 City, Giza, Egypt
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173
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Khan AT, Chowdhury GM, Hafsah J, Maruf M, Raihan MRH, Chowdhury MT, Nawal N, Tasnim N, Saha P, Roy P, Tabassum R, Rodrigues SP, Hasan W, Samanta ZT, Kamal S, Nazir MS, Ali MA, Halim MA. A student led computational screening of peptide inhibitors against main protease of SARS-CoV-2. BIOCHEMISTRY AND MOLECULAR BIOLOGY EDUCATION : A BIMONTHLY PUBLICATION OF THE INTERNATIONAL UNION OF BIOCHEMISTRY AND MOLECULAR BIOLOGY 2022; 50:7-20. [PMID: 34626436 PMCID: PMC8653098 DOI: 10.1002/bmb.21580] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 06/29/2021] [Accepted: 09/20/2021] [Indexed: 06/13/2023]
Abstract
The main protease of SARS-CoV-2 is a promising drug target due to its functional role as a catalytic dyad in mediating proteolysis during the viral life cycle. In this study, experimentally proven 14 HIV protease peptides were screened against the main protease of SARS-CoV-2. Fourteen middle and high school "student researchers" were trained on relevant computational tools, provided with necessary biological and chemical background and scientific article writing. They performed the primary screening via molecular docking and the best performing complexes were subjected to molecular dynamics simulations. Molecular docking revealed that HIP82 and HIP1079 can bind with the catalytic residues, however after molecular dynamics simulation only HIP1079 retained its interaction with the catalytic sites. The student researchers were also trained to write scientific article and were involved with drafting of the manuscript. This project provided the student researchers an insight into multi-disciplinary research in biology and chemistry, inspired them about practical approaches of computational chemistry in solving a real-world problem like a global pandemic. This project also serves as an example to introduce scientific inquiry, research methodology, critical thinking, scientific writing, and communication for high school students.
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Affiliation(s)
- Anika Tajrian Khan
- Division of Infectious Diseases and Division of Computer‐Aided Drug DesignThe Red‐Green Research Centre, BICCBDhakaBangladesh
- South Breeze SchoolDhakaBangladesh
| | - Golam Mahmud Chowdhury
- Division of Infectious Diseases and Division of Computer‐Aided Drug DesignThe Red‐Green Research Centre, BICCBDhakaBangladesh
- Cambridge Assessment International ExaminationsDhakaBangladesh
| | | | - Md Maruf
- Division of Infectious Diseases and Division of Computer‐Aided Drug DesignThe Red‐Green Research Centre, BICCBDhakaBangladesh
- Kattali Nurul Haque Chawdhury High SchoolChattogramBangladesh
| | - Md Riyad Hossen Raihan
- Division of Infectious Diseases and Division of Computer‐Aided Drug DesignThe Red‐Green Research Centre, BICCBDhakaBangladesh
- Nasirabad Government High SchoolChattogramBangladesh
| | - Md Talha Chowdhury
- Division of Infectious Diseases and Division of Computer‐Aided Drug DesignThe Red‐Green Research Centre, BICCBDhakaBangladesh
- Shaheed Police Smrity CollegeDhakaBangladesh
| | - Nafisa Nawal
- Division of Infectious Diseases and Division of Computer‐Aided Drug DesignThe Red‐Green Research Centre, BICCBDhakaBangladesh
- Chittagong Govt. Women CollegeChattogramBangladesh
| | - Nishat Tasnim
- Division of Infectious Diseases and Division of Computer‐Aided Drug DesignThe Red‐Green Research Centre, BICCBDhakaBangladesh
- Holy Cross CollegeDhakaBangladesh
| | - Pranto Saha
- Division of Infectious Diseases and Division of Computer‐Aided Drug DesignThe Red‐Green Research Centre, BICCBDhakaBangladesh
- Amirjan CollegeDhakaBangladesh
| | - Prottoy Roy
- Division of Infectious Diseases and Division of Computer‐Aided Drug DesignThe Red‐Green Research Centre, BICCBDhakaBangladesh
- S.F.X. Greenherald International SchoolDhakaBangladesh
| | - Raya Tabassum
- Division of Infectious Diseases and Division of Computer‐Aided Drug DesignThe Red‐Green Research Centre, BICCBDhakaBangladesh
- Holy Cross CollegeDhakaBangladesh
| | - Souvick Patrick Rodrigues
- Division of Infectious Diseases and Division of Computer‐Aided Drug DesignThe Red‐Green Research Centre, BICCBDhakaBangladesh
- Notre Dame CollegeDhakaBangladesh
| | - Walid Hasan
- Division of Infectious Diseases and Division of Computer‐Aided Drug DesignThe Red‐Green Research Centre, BICCBDhakaBangladesh
- Notre Dame CollegeDhakaBangladesh
| | - Zarin Tasnim Samanta
- Division of Infectious Diseases and Division of Computer‐Aided Drug DesignThe Red‐Green Research Centre, BICCBDhakaBangladesh
- Govt. Kalachandpur High School and CollegeDhakaBangladesh
| | - Suprio Kamal
- Division of Infectious Diseases and Division of Computer‐Aided Drug DesignThe Red‐Green Research Centre, BICCBDhakaBangladesh
| | - Md Shahoriar Nazir
- Division of Infectious Diseases and Division of Computer‐Aided Drug DesignThe Red‐Green Research Centre, BICCBDhakaBangladesh
| | - Md Ackas Ali
- Division of Infectious Diseases and Division of Computer‐Aided Drug DesignThe Red‐Green Research Centre, BICCBDhakaBangladesh
| | - Mohammad A. Halim
- Department of Chemistry and BiochemistryKennesaw State UniversityKennesawGeorgiaUSA
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174
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Aimrane A, Laaradia MA, Sereno D, Perrin P, Draoui A, Bougadir B, Hadach M, Zahir M, Fdil N, El Hiba O, El Hidan MA, Kahime K. Insight into COVID-19's epidemiology, pathology, and treatment. Heliyon 2022; 8:e08799. [PMID: 35071819 PMCID: PMC8767941 DOI: 10.1016/j.heliyon.2022.e08799] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Revised: 04/08/2021] [Accepted: 01/14/2022] [Indexed: 02/06/2023] Open
Abstract
The newly emerged 2019 coronavirus disease (COVID-19) has urged scientific and medical communities to focus on epidemiology, pathophysiology, and treatment of SARS-CoV-2. Indeed, little is known about the virus causing this severe acute respiratory syndrome pandemic, coronavirus (SARS-CoV-2). Data already collected on viruses belonging to the coronaviridae family are of interest to improve our knowledge rapidly on this pandemic. The current review aims at delivering insight into the fundamental advances inSARS-CoV-2 epidemiology, pathophysiology, life cycle, and treatment.
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Affiliation(s)
- Abdelmohcine Aimrane
- Metabolics Platform, Biochemistry Laboratory, Faculty of Medicine, Cadi Ayad University, Marrakech, Morocco
- Nutritional Physiopathology Team, Faculty of Sciences, ChouaibDoukkali University, El Jadida, 24000, Morocco
| | - Mehdi Ait Laaradia
- Laboratory of Pharmacology, Neurobiology and Behavior, Semlalia Faculty of Sciences, Cadi Ayyad University, Marrakech, Morocco
| | - Denis Sereno
- IRD, University of Montpellier, InterTryp, Parasite Infectiology Research Group, 34000, Montpellier, France
| | - Pascale Perrin
- IRD, University of Montpellier, MiVeGec, Parasite Infectiology Research Group, 34000, Montpellier, France
| | - Ahmed Draoui
- Laboratory of Clinical and Experimental Neurosciences and Environment, Faculty of Medicine and Pharmacy, Cadi Ayyad University, Morocco
| | - Blaid Bougadir
- SAEDD Laboratory, School of Technology Essaouira, Cadi Ayyad University of Marrakesh, Morocco
| | - Mohamed Hadach
- SAEDD Laboratory, School of Technology Essaouira, Cadi Ayyad University of Marrakesh, Morocco
| | - Mustapha Zahir
- SAEDD Laboratory, School of Technology Essaouira, Cadi Ayyad University of Marrakesh, Morocco
| | - Naima Fdil
- Metabolics Platform, Biochemistry Laboratory, Faculty of Medicine, Cadi Ayad University, Marrakech, Morocco
| | - Omar El Hiba
- Nutritional Physiopathology Team, Faculty of Sciences, ChouaibDoukkali University, El Jadida, 24000, Morocco
| | | | - Kholoud Kahime
- SAEDD Laboratory, School of Technology Essaouira, Cadi Ayyad University of Marrakesh, Morocco
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175
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Bahadur Gurung A, Ajmal Ali M, Al-Hemaid F, El-Zaidy M, Lee J. In silico analyses of major active constituents of fingerroot ( Boesenbergia rotunda) unveils inhibitory activities against SARS-CoV-2 main protease enzyme. Saudi J Biol Sci 2022; 29:65-74. [PMID: 34849082 PMCID: PMC8620019 DOI: 10.1016/j.sjbs.2021.11.053] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 11/14/2021] [Accepted: 11/22/2021] [Indexed: 12/24/2022] Open
Abstract
Boesenbergia rotunda (L.) Mansf., commonly known as fingerroot is a perennial herb in the Zingiberaceae family with anticancer, anti-leptospiral, anti-inflammatory, antioxidant, antiulcer, and anti-herpes viral activities. While the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) inhibitory activity of B. rotunda extract has been recently found, the active compounds contributing to this activity are yet unknown. The main protease (Mpro) enzyme is one of the most well established therapeutic targets among coronaviruses which plays a vital role in the maturation and cleavage of polyproteins during viral replication. The current work aims to identify active phytochemical substances from B. rotunda extract that can inhibit the replication of SARS-CoV-2 by using a combined molecular docking and dynamic simulation approaches. The virtual screening experiment revealed that fifteen molecules out of twenty-three major active compounds in the plant extract have acceptable drug-like characteristics. Alpinetin, Pinocembrin, and Pinostrobin have binding energies of -7.51 kcal/mol, -7.21 kcal/mol, and -7.18 kcal/mol, respectively, and can suppress Mpro activity. The stability of the simulated complexes of the lead compounds with the drug-receptor is demonstrated by 100-ns MD simulations. The binding free energies study utilizing molecular mechanics Poisson-Boltzmann surface area (MM-PBSA) and molecular mechanics generalized Born surface area (MM-GBSA) show that the compounds and Mpro enzyme have favourable thermodynamic interactions, which are majorly driven by van der Waals forces. Thus, the selected bioactive phytochemicals from B. rotunda might be used as anti-SARS-CoV-2 candidates that target the Mpro enzyme.
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Affiliation(s)
- Arun Bahadur Gurung
- Department of Basic Sciences and Social Sciences, North-Eastern Hill University, Shillong 793022, Meghalaya, India
| | - Mohammad Ajmal Ali
- Department of Botany and Microbiology, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia
| | - Fahad Al-Hemaid
- Department of Botany and Microbiology, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia
| | - Mohamed El-Zaidy
- Department of Botany and Microbiology, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia
| | - Joongku Lee
- Department of Environment and Forest Resources, Chungnam National University, 99 Daehak-ro, Yuseong-gu, Daejeon 34134, Republic of Korea
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176
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Hu T, Pan M, Yin Y, Wang C, Cui Y, Wang Q. The Regulatory Network of Cyclic GMP-AMP Synthase-Stimulator of Interferon Genes Pathway in Viral Evasion. Front Microbiol 2021; 12:790714. [PMID: 34966372 PMCID: PMC8711784 DOI: 10.3389/fmicb.2021.790714] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 11/04/2021] [Indexed: 01/06/2023] Open
Abstract
Virus infection has been consistently threatening public health. The cyclic GMP-AMP synthase (cGAS)-Stimulator of Interferon Genes (STING) pathway is a critical defender to sense various pathogens and trigger innate immunity of mammalian cells. cGAS recognizes the pathogenic DNA in the cytosol and then synthesizes 2'3'-cyclic GMP-AMP (2'3'cGAMP). As the second messenger, cGAMP activates STING and induces the following cascade to produce type I interferon (IFN-I) to protect against infections. However, viruses have evolved numerous strategies to hinder the cGAS-STING signal transduction, promoting their immune evasion. Here we outline the current status of the viral evasion mechanism underlying the regulation of the cGAS-STING pathway, focusing on how post-transcriptional modifications, viral proteins, and non-coding RNAs involve innate immunity during viral infection, attempting to inspire new targets discovery and uncover potential clinical antiviral treatments.
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Affiliation(s)
- Tongyu Hu
- State Key Laboratory of Natural Medicines, Department of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Mingyu Pan
- State Key Laboratory of Natural Medicines, Department of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Yue Yin
- State Key Laboratory of Natural Medicines, Department of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Chen Wang
- State Key Laboratory of Natural Medicines, Department of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Ye Cui
- Division of Immunology, The Boston Children's Hospital, Boston, MA, United States.,Department of Pediatrics, Harvard Medical School, Boston, MA, United States
| | - Quanyi Wang
- State Key Laboratory of Natural Medicines, Department of Life Science and Technology, China Pharmaceutical University, Nanjing, China
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177
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Xie J, Wang S, Xu Y, Deng M, Lai L. Uncovering the Dominant Motion Modes of Allosteric Regulation Improves Allosteric Site Prediction. J Chem Inf Model 2021; 62:187-195. [PMID: 34964625 DOI: 10.1021/acs.jcim.1c01267] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Allostery is an important mechanism that biological systems use to regulate function at a distant site. Allosteric drugs have attracted much attention in recent years due to their high specificity and the possibility of overcoming existing drug-resistant mutations. However, the discovery of allosteric drugs remains challenging as allosteric regulation mechanisms are not clearly understood and allosteric sites cannot be accurately predicted. In this study, we analyzed the dominant modes that determine motion correlations between allosteric and orthosteric sites using the Gaussian network model and found that motion correlations between allosteric and orthosteric sites are dominated by either fast or slow vibrational modes. This dependence of modes results from the relative locations of the two sites and local secondary structures. Based on these analyses, we developed CorrSite2.0 to predict allosteric sites by taking the maximum of the Z-scores calculated from using either slow or fast modes. The prediction accuracy of CorrSite2.0 outperformed other commonly used allosteric site prediction methods with prediction accuracy over 90.0%. Our study uncovers the relationship of protein structure, dynamics, and allosteric regulation and demonstrates that using the dominant motion modes greatly improves allosteric site prediction accuracy. CorrSite2.0 has been integrated into the CavityPlus web server, which can be accessed at http://www.pkumdl.cn/cavityplus. CorrSite2.0 provides a powerful and user-friendly tool for allosteric drug and protein design.
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Affiliation(s)
- Juan Xie
- Center for Quantitative Biology, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Shiwei Wang
- PTN Graduate Program, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
| | - Youjun Xu
- BNLMS, Peking-Tsinghua Center for Life Sciences at the College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
| | - Minghua Deng
- Center for Quantitative Biology, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China.,School of Mathematical Sciences, Peking University, Beijing 100871, China.,Center for Statistical Science, Peking University, Beijing 100871, China
| | - Luhua Lai
- Center for Quantitative Biology, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China.,BNLMS, Peking-Tsinghua Center for Life Sciences at the College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
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178
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Hasib RA, Ali MC, Rahman MS, Rahman MM, Ahmed FF, Mashud MAA, Islam MA, Jamal MAHM. A computational biology approach for the identification of potential SARS-CoV-2 main protease inhibitors from natural essential oil compounds. F1000Res 2021. [DOI: 10.12688/f1000research.73999.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Background: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has fomented a climate of fear worldwide due to its rapidly spreading nature, and high mortality rate. The World Health Organization (WHO) declared it as a global pandemic on 11th March, 2020. Many endeavors have been made to find appropriate medications to restrain the SARS CoV-2 infection from spreading but there is no specific antiviral therapy to date. However, a computer-aided drug design approach can be an alternative to identify probable drug candidates within a short time. SARS-CoV-2 main protease is a proven drug target, and it plays a pivotal role in viral replication and transcription. Methods: In this study, we identified a total of 114 essential oil compounds as a feasible anti-SARS-CoV-2 agent from several online reservoirs. These compounds were screened by incorporating ADMET profiling, molecular docking, and 50 ns of molecular dynamics simulation to identify potential drug candidates against the SARS-CoV-2 main protease. The crystallized SARS-CoV-2 main protease structure was collected from the RCSB PDB database (PDB ID 6LU7). Results: According to the results of the ADMET study, none of the compounds have any side effects that could reduce their druglikeness or pharmacokinetic properties. Out of 114 compounds, we selected bisabololoxide B, eremanthin, and leptospermone as our top drug candidates based on their higher binding affinity scores, and strong interaction with the Cys 145-His 41 catalytic dyad. Finally, the molecular dynamics simulation was implemented to evaluate the structural stability of the ligand-receptor complex. MD simulations disclosed that all the hits showed conformational stability compared to the positive control α-ketoamide. Conclusions: Our study showed that the top three hits might work as potential anti-SARS-CoV-2 agents, which can pave the way for discovering new drugs, but for experimental validation, they will require more in vivo trials.
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179
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Ansari MA, Jamal QMS, Rehman S, Almatroudi A, Alzohairy MA, Alomary MN, Tripathi T, Alharbi AH, Adil SF, Khan M, Shaheer Malik M. TAT-peptide conjugated repurposing drug against SARS-CoV-2 main protease (3CLpro): Potential therapeutic intervention to combat COVID-19. ARAB J CHEM 2021; 13:8069-8079. [PMID: 34909057 PMCID: PMC7527303 DOI: 10.1016/j.arabjc.2020.09.037] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 09/21/2020] [Indexed: 02/07/2023] Open
Abstract
The Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that originated in Chinese city of Wuhan has caused around 906,092 deaths and 28,040,853 confirmed cases worldwide (https://covid19.who.int/, 11 September 2020). In a life-threatening situation, where there is no specific and licensed anti-COVID-19 vaccine or medicine available; the repurposed drug might act as a silver bullet. Currently, more than 211 vaccines, 80 antibodies, 31 antiviral drugs, 35 cell-based, 6 RNA-based and 131 other drugs are in clinical trials. It is therefore utter need of the hour to develop an effective drug that can be used for the treatment of COVID-19 before a vaccine can be developed. One of the best-characterized and attractive drug targets among coronaviruses is the main protease (3CLpro). Therefore, the current study focuses on the molecular docking analysis of TAT-peptide47–57 (GRKKRRQRRRP)-conjugated repurposed drugs (i.e., lopinavir, ritonavir, favipiravir, and hydroxychloroquine) with SARS-CoV-2 main protease (3CLpro) to discover potential efficacy of TAT-peptide (TP) - conjugated repurposing drugs against SARS-CoV-2. The molecular docking results validated that TP-conjugated ritonavir, lopinavir, favipiravir, and hydroxychloroquine have superior and significantly enhanced interactions with the target SARS-CoV-2 main protease. In-silico approach employed in this study suggests that the combination of the drug with TP is an excelling alternative to develop a novel drug for the treatment of SARS-CoV-2 infected patients. The development of TP based delivery of repurposing drugs might be an excellent approach to enhance the efficacy of the existing drugs for the treatment of COVID-19. The predictions from the results obtained provide invaluable information that can be utilized for the choice of candidate drugs for in vitro, in vivo and clinical trials. The outcome from this work prove crucial for exploring and developing novel cost-effective and biocompatible TP conjugated anti-SARS-CoV-2 therapeutic agents in immediate future.
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Affiliation(s)
- Mohammad Azam Ansari
- Department of Epidemic Disease Research, Institute for Research & Medical Consultations (IRMC), Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia
| | - Qazi Mohammad Sajid Jamal
- Department of Health Informatics, College of Public Health and Health Informatics, Qassim University, Al Bukayriyah, Saudi Arabia
| | - Suriya Rehman
- Department of Epidemic Disease Research, Institute for Research & Medical Consultations (IRMC), Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia
| | - Ahmad Almatroudi
- Department of Medical Laboratories, College of Applied Medical Sciences, Qassim University, Qassim 51431, Saudi Arabia
| | - Mohammad A Alzohairy
- Department of Medical Laboratories, College of Applied Medical Sciences, Qassim University, Qassim 51431, Saudi Arabia
| | - Mohammad N Alomary
- National Center for Biotechnology, Life Science and Environmental Research Institute, King Abdulaziz City for Science and Technology, P.O. Box 6086, Riyadh, Saudi Arabia
| | - Takshashila Tripathi
- Department of Neuroscience, Physiology, and Pharmacology, University College London, London, United Kingdom
| | - Ali H Alharbi
- Department of Health Informatics, College of Public Health and Health Informatics, Qassim University, Al Bukayriyah, Saudi Arabia
| | - Syed Farooq Adil
- Department of Chemistry, College of Science, King Saud University, Riyadh 11451, Saudi Arabia
| | - Mujeeb Khan
- Department of Chemistry, College of Science, King Saud University, Riyadh 11451, Saudi Arabia
| | - M Shaheer Malik
- Department of Chemistry, Faculty of Applied Sciences, Umm Al-Qura University, 21955 Makkah, Saudi Arabia
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180
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In Silico Screening of Natural Products as Potential Inhibitors of SARS-CoV-2 Using Molecular Docking Simulation. Chin J Integr Med 2021; 28:249-256. [PMID: 34913151 PMCID: PMC8672856 DOI: 10.1007/s11655-021-3504-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/13/2021] [Indexed: 12/23/2022]
Abstract
Objective To explore potential natural products against severe acute respiratory syndrome coronavirus (SARS-CoV-2) via the study of structural and non-structural proteins of human coronaviruses. Methods In this study, we performed an in-silico survey of 25 potential natural compounds acting against SARS-CoV-2. Molecular docking studies were carried out using compounds against 3-chymotrypsin-like protease (3CLPRO), papain-like protease (PLPRO), RNA-dependent RNA polymerase (RdRp), non-structural protein (nsp), human angiotensin converting enzyme 2 receptor (hACE2R), spike glycoprotein (S protein), abelson murine leukemia viral oncogene homolog 1 (ABL1), calcineurin-nuclear factor of activated T-cells (NFAT) and transmembrane protease serine 2. Results Among the screened compounds, amentoflavone showed the best binding affinity with the 3CLPRO, RdRp, nsp13, nsp15, hACE2R. ABL1 and calcineurin-NFAT; berbamine with hACE2R and ABL1; cepharanthine with nsp10, nsp14, nsp16, S protein and ABL1; glucogallin with nsp15; and papyriflavonol A with PLPRO protein. Other good interacting compounds were juglanin, betulinic acid, betulonic acid, broussooflavan A, tomentin A, B and E, 7-methoxycryptopleurine, aloe emodin, quercetin, tanshinone I, tylophorine and furruginol, which also showed excellent binding affinity towards a number of target proteins. Most of these compounds showed better binding affinities towards the target proteins than the standard drugs used in this study. Conclusion Natural products or their derivatives may be one of the potential targets to fight against SARS-CoV-2. Electronic Supplementary Material Supplementary materials (Appendixes 1–6) are available in the online version of this article at DOI: 10.1007/s11655-021-3504-5
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181
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Ramos‐Guzmán CA, Ruiz‐Pernía JJ, Tuñón I. Inhibition Mechanism of SARS‐CoV‐2 Main Protease with Ketone‐Based Inhibitors Unveiled by Multiscale Simulations: Insights for Improved Designs**. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202110027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
| | | | - Iñaki Tuñón
- Departamento de Química Física Universidad de Valencia 46100 Burjassot Spain
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182
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Ramos-Guzmán CA, Ruiz-Pernía JJ, Tuñón I. Inhibition Mechanism of SARS-CoV-2 Main Protease with Ketone-Based Inhibitors Unveiled by Multiscale Simulations: Insights for Improved Designs*. Angew Chem Int Ed Engl 2021; 60:25933-25941. [PMID: 34581471 PMCID: PMC8653175 DOI: 10.1002/anie.202110027] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Indexed: 01/01/2023]
Abstract
We present the results of classical and QM/MM simulations for the inhibition of SARS‐CoV‐2 3CL protease by a hydroxymethylketone inhibitor, PF‐00835231. In the noncovalent complex the carbonyl oxygen atom of the warhead is placed in the oxyanion hole formed by residues 143 to 145, while P1–P3 groups are accommodated in the active site with interactions similar to those observed for the peptide substrate. According to alchemical free energy calculations, the P1′ hydroxymethyl group also contributes to the binding free energy. Covalent inhibition of the enzyme is triggered by the proton transfer from Cys145 to His41. This step is followed by the nucleophilic attack of the Sγ atom on the carbonyl carbon atom of the inhibitor and a proton transfer from His41 to the carbonyl oxygen atom mediated by the P1′ hydroxyl group. Computational simulations show that the addition of a chloromethyl substituent to the P1′ group may lower the activation free energy for covalent inhibition
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Affiliation(s)
| | - J Javier Ruiz-Pernía
- Departamento de Química Física, Universidad de Valencia, 46100, Burjassot, Spain
| | - Iñaki Tuñón
- Departamento de Química Física, Universidad de Valencia, 46100, Burjassot, Spain
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183
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Abstract
The emerging risk of viral diseases has triggered the search for preventive and therapeutic agents. Since the beginning of the COVID-19 pandemic, greater efforts have been devoted to investigating virus entry mechanisms into host cells. The feasibility of plasmonic sensing technologies for screening interactions of small molecules in real time, while providing the pharmacokinetic drug profiling of potential antiviral compounds, offers an advantageous approach over other biophysical methods. This review summarizes recent advancements in the drug discovery process of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) inhibitors using Surface Plasmon Resonance (SPR) biosensors. A variety of SPR assay formats are discussed according to the binding kinetics and drug efficacies of both natural products and repurposed drugs. Special attention has been given to the targeting of antiviral agents that block the receptor binding domain of the spike protein (RBD-S) and the main protease (3CLpro) of SARS-CoV-2. The functionality of plasmonic biosensors for high-throughput screening of entry virus inhibitors was also reviewed taking into account experimental parameters (binding affinities, selectivity, stability), potential limitations and future applications.
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184
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Robertson A, Courtney JM, Shen Y, Ying J, Bax A. Concordance of X-ray and AlphaFold2 Models of SARS-CoV-2 Main Protease with Residual Dipolar Couplings Measured in Solution. J Am Chem Soc 2021; 143:19306-19310. [PMID: 34757725 PMCID: PMC8592127 DOI: 10.1021/jacs.1c10588] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Indexed: 01/04/2023]
Abstract
The 68-kDa homodimeric 3C-like protease of SARS-CoV-2, Mpro (3CLpro/Nsp5), is a promising antiviral drug target. We evaluate the concordance of models generated by the newly introduced AlphaFold2 structure prediction program with residual dipolar couplings (RDCs) measured in solution for 15N-1HN and 13C'-1HN atom pairs. The latter were measured using a new, highly precise TROSY-AntiTROSY Encoded RDC (TATER) experiment. Three sets of AlphaFold2 models were evaluated: (1) MproAF, generated using the standard AlphaFold2 input structural database; (2) MproAFD, where the AlphaFold2 implementation was modified to exclude all candidate template X-ray structures deposited after Jan 1, 2020; and (3) MproAFS, which excluded all structures homologous to coronaviral Mpro. Close agreement between all three sets of AlphaFold models and experimental RDC data is found for most of the protein. For residues in well-defined secondary structure, the agreement decreases somewhat upon Amber relaxation. For these regions, MproAF agreement exceeds that of most high-resolution X-ray structures. Residues from domain 2 that comprise elements of both the active site and the homo-dimerization interface fit less well across all structures. These results indicate novel opportunities for combining experimentation with molecular dynamics simulations, where solution RDCs provide highly precise input for QM/MM simulations of substrate binding/reaction trajectories.
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Affiliation(s)
| | | | - Yang Shen
- Laboratory of Chemical Physics, NIDDK, National Institutes of Health, Bethesda, Maryland 20892-0520, United States
| | - Jinfa Ying
- Laboratory of Chemical Physics, NIDDK, National Institutes of Health, Bethesda, Maryland 20892-0520, United States
| | - Ad Bax
- Laboratory of Chemical Physics, NIDDK, National Institutes of Health, Bethesda, Maryland 20892-0520, United States
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185
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The Mpro structure-based modifications of ebselen derivatives for improved antiviral activity against SARS-CoV-2 virus. Bioorg Chem 2021; 117:105455. [PMID: 34740055 PMCID: PMC8556866 DOI: 10.1016/j.bioorg.2021.105455] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 10/13/2021] [Accepted: 10/22/2021] [Indexed: 12/17/2022]
Abstract
The main protease (Mpro or 3CLpro) of
SARS-CoV-2 virus is a cysteine enzyme critical for viral replication and
transcription, thus indicating a potential target for antiviral therapy.
A recent repurposing effort has identified ebselen, a multifunctional
drug candidate as an inhibitor of Mpro. Our docking of ebselen to the
binding pocket of Mpro crystal structure suggests a noncovalent
interaction for improvement of potency, antiviral activity and
selectivity. To test this hypothesis, we designed and synthesized ebselen
derivatives aimed at enhancing their non-covalent bonds within Mpro. The
inhibition of Mpro by ebselen derivatives (0.3 μM) was screened in both
HPLC and FRET assays. Nine ebselen derivatives (EBs) exhibited stronger
inhibitory effect on Mpro with IC50 of
0.07–0.38 μM. Further evaluation of three derivatives showed that EB2-7
exhibited the most potent inhibition of SARS-CoV-2 viral replication with
an IC50 value of 4.08 µM in HPAepiC cells, as
compared to the prototype ebselen at 24.61 μM. Mechanistically, EB2-7
functions as a noncovalent Mpro inhibitor in LC-MS/MS assay. Taken
together, our identification of ebselen derivatives with improved
antiviral activity may lead to developmental potential for treatment of
COVID-19 and SARS-CoV-2 infection.
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186
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Barazorda-Ccahuana HL, Nedyalkova M, Mas F, Madurga S. Unveiling the Effect of Low pH on the SARS-CoV-2 Main Protease by Molecular Dynamics Simulations. Polymers (Basel) 2021; 13:3823. [PMID: 34771379 PMCID: PMC8587287 DOI: 10.3390/polym13213823] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 10/29/2021] [Accepted: 11/01/2021] [Indexed: 12/19/2022] Open
Abstract
(1) Background: Main Protease (Mpro) is an attractive therapeutic target that acts in the replication and transcription of the SARS-CoV-2 coronavirus. Mpro is rich in residues exposed to protonation/deprotonation changes which could affect its enzymatic function. This work aimed to explore the effect of the protonation/deprotonation states of Mpro at different pHs using computational techniques. (2) Methods: The different distribution charges were obtained in all the evaluated pHs by the Semi-Grand Canonical Monte Carlo (SGCMC) method. A set of Molecular Dynamics (MD) simulations was performed to consider the different protonation/deprotonation during 250 ns, verifying the structural stability of Mpro at different pHs. (3) Results: The present findings demonstrate that active site residues and residues that allow Mpro dimerisation was not affected by pH changes. However, Mpro substrate-binding residues were altered at low pHs, allowing the increased pocket volume. Additionally, the results of the solvent distribution around Sγ, Hγ, Nδ1 and Hδ1 atoms of the catalytic residues Cys145 and His41 showed a low and high-water affinity at acidic pH, respectively. It which could be crucial in the catalytic mechanism of SARS-CoV-2 Mpro at low pHs. Moreover, we analysed the docking interactions of PF-00835231 from Pfizer in the preclinical phase, which shows excellent affinity with the Mpro at different pHs. (4) Conclusion: Overall, these findings indicate that SARS-CoV-2 Mpro is highly stable at acidic pH conditions, and this inhibitor could have a desirable function at this condition.
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Affiliation(s)
- Haruna Luz Barazorda-Ccahuana
- Materials Science and Physical Chemistry Department & Research Institute of Theoretical and Computational Chemistry (IQTCUB), University of Barcelona, 08028 Barcelona, Spain;
- Vicerrectorado de Investigación, Universidad Católica de Santa María, Arequipa 04000, Peru
| | - Miroslava Nedyalkova
- Department of Inorganic Chemistry, University of Sofia “St. Kl. Okhridski”, 1164 Sofia, Bulgaria;
| | - Francesc Mas
- Materials Science and Physical Chemistry Department & Research Institute of Theoretical and Computational Chemistry (IQTCUB), University of Barcelona, 08028 Barcelona, Spain;
| | - Sergio Madurga
- Materials Science and Physical Chemistry Department & Research Institute of Theoretical and Computational Chemistry (IQTCUB), University of Barcelona, 08028 Barcelona, Spain;
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187
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Tayeb HH, Felimban R, Almaghrabi S, Hasaballah N. Nanoemulsions: Formulation, characterization, biological fate, and potential role against COVID-19 and other viral outbreaks. COLLOID AND INTERFACE SCIENCE COMMUNICATIONS 2021; 45:100533. [PMID: 34692429 PMCID: PMC8526445 DOI: 10.1016/j.colcom.2021.100533] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 10/07/2021] [Accepted: 10/14/2021] [Indexed: 05/08/2023]
Abstract
Viral diseases are emerging as global threats. Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), that causes coronavirus disease (COVID-19), has severe global impacts. Safety, dosage, and potency of vaccines recently approved for emergency use against SARS-CoV-2 need further evaluation. There is still no effective treatment against COVID-19; therefore, safe, and effective vaccines or therapeutics against SARS-CoV-2 are urgently needed. Oil-in-water nanoemulsions (O/W NEs) are emerging as sophisticated, protective, and therapeutic platforms. Encapsulation capacity, which offers better drug pharmacokinetics, coupled with the tunable surfaces present NEs as promising tools for pharmaceutical applications. The challenges facing drug discovery, and the advancements of NEs in drug delivery demonstrate the potential of NEs against evolving diseases, like COVID-19. Here we summarize current COVID-19 knowledge and discuss the composition, stability, preparation, characterization, and biological fate of O/W NEs. We also provide insights into NE structural-functional properties that may contribute to therapeutic or preventative solutions against COVID-19.
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Affiliation(s)
- Hossam H Tayeb
- Nanomedicine Unit, Center of Innovations in Personalized Medicine (CIPM), King Abdulaziz University, 21589 Jeddah, Saudi Arabia
- Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, 21589 Jeddah, Saudi Arabia
| | - Raed Felimban
- 3D Bioprinting Unit, Center of Innovations in Personalized Medicine (CIPM), King Abdulaziz University, 21589 Jeddah, Saudi Arabia
- Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, 21589 Jeddah, Saudi Arabia
| | - Sarah Almaghrabi
- Nanomedicine Unit, Center of Innovations in Personalized Medicine (CIPM), King Abdulaziz University, 21589 Jeddah, Saudi Arabia
- Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, 21589 Jeddah, Saudi Arabia
| | - Nojod Hasaballah
- Nanomedicine Unit, Center of Innovations in Personalized Medicine (CIPM), King Abdulaziz University, 21589 Jeddah, Saudi Arabia
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188
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Murtuja S, Shilkar D, Sarkar B, Sinha BN, Jayaprakash V. A short survey of dengue protease inhibitor development in the past 6 years (2015-2020) with an emphasis on similarities between DENV and SARS-CoV-2 proteases. Bioorg Med Chem 2021; 49:116415. [PMID: 34601454 PMCID: PMC8450225 DOI: 10.1016/j.bmc.2021.116415] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Revised: 08/06/2021] [Accepted: 09/11/2021] [Indexed: 11/26/2022]
Abstract
Dengue remains a disease of significant concern, responsible for nearly half of all arthropod-borne disease cases across the globe. Due to the lack of potent and targeted therapeutics, palliative treatment and the adoption of preventive measures remain the only available options. Compounding the problem further, the failure of the only dengue vaccine, Dengvaxia®, also delivered a significant blow to any hopes for the treatment of dengue fever. However, the success of Human Immuno-deficiency Virus (HIV) and Hepatitis C Virus (HCV) protease inhibitors in the past have continued to encourage researchers to investigate other viral protease targets. Dengue virus (DENV) NS2B-NS3 protease is an attractive target partly due to its role in polyprotein processing and also for being the most conserved domain in the viral genome. During the early days of the COVID-19 pandemic, a few cases of Dengue-COVID 19 co-infection were reported. In this review, we compared the substrate-peptide residue preferences and the residues lining the sub-pockets of the proteases of these two viruses and analyzed the significance of this similarity. Also, we attempted to abridge the developments in anti-dengue drug discovery in the last six years (2015-2020), focusing on critical discoveries that influenced the research.
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Affiliation(s)
- Sheikh Murtuja
- Department of Pharmaceutical Sciences & Technology, Birla Institute of Technology, Mesra, Ranchi 835215 (JH), India
| | - Deepak Shilkar
- Department of Pharmaceutical Sciences & Technology, Birla Institute of Technology, Mesra, Ranchi 835215 (JH), India
| | - Biswatrish Sarkar
- Department of Pharmaceutical Sciences & Technology, Birla Institute of Technology, Mesra, Ranchi 835215 (JH), India
| | - Barij Nayan Sinha
- Department of Pharmaceutical Sciences & Technology, Birla Institute of Technology, Mesra, Ranchi 835215 (JH), India
| | - Venkatesan Jayaprakash
- Department of Pharmaceutical Sciences & Technology, Birla Institute of Technology, Mesra, Ranchi 835215 (JH), India.
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189
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Saied EM, El-Maradny YA, Osman AA, Darwish AMG, Abo Nahas HH, Niedbała G, Piekutowska M, Abdel-Rahman MA, Balbool BA, Abdel-Azeem AM. A Comprehensive Review about the Molecular Structure of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2): Insights into Natural Products against COVID-19. Pharmaceutics 2021; 13:1759. [PMID: 34834174 PMCID: PMC8624722 DOI: 10.3390/pharmaceutics13111759] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 10/06/2021] [Accepted: 10/11/2021] [Indexed: 12/15/2022] Open
Abstract
In 2019, the world suffered from the emergence of COVID-19 infection, one of the most difficult pandemics in recent history. Millions of confirmed deaths from this pandemic have been reported worldwide. This disaster was caused by SARS-CoV-2, which is the last discovered member of the family of Coronaviridae. Various studies have shown that natural compounds have effective antiviral properties against coronaviruses by inhibiting multiple viral targets, including spike proteins and viral enzymes. This review presents the classification and a detailed explanation of the SARS-CoV-2 molecular characteristics and structure-function relationships. We present all currently available crystal structures of different SARS-CoV-2 proteins and emphasized on the crystal structure of different virus proteins and the binding modes of their ligands. This review also discusses the various therapeutic approaches for COVID-19 treatment and available vaccinations. In addition, we highlight and compare the existing data about natural compounds extracted from algae, fungi, plants, and scorpion venom that were used as antiviral agents against SARS-CoV-2 infection. Moreover, we discuss the repurposing of select approved therapeutic agents that have been used in the treatment of other viruses.
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Affiliation(s)
- Essa M. Saied
- Chemistry Department, Faculty of Science, Suez Canal University, Ismailia 41522, Egypt
- Institute for Chemistry, Humboldt Universität zu Berlin, Brook-Taylor-Str. 2, 12489 Berlin, Germany
| | - Yousra A. El-Maradny
- Microbiology Department, High Institute of Public Health, Alexandria University, Alexandria 21526, Egypt;
| | - Alaa A. Osman
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, New Giza University, Newgiza, km 22 Cairo-Alexandria Desert Road, Cairo 12256, Egypt;
| | - Amira M. G. Darwish
- Food Technology Department, Arid Lands Cultivation Research Institute (ALCRI), City of Scientific Research and Technological Applications (SRTA City), Alexandria 21934, Egypt;
| | - Hebatallah H. Abo Nahas
- Zoology Department, Faculty of Science, Suez Canal University, Ismailia 41522, Egypt; (H.H.A.N.); (M.A.A.-R.)
| | - Gniewko Niedbała
- Department of Biosystems Engineering, Faculty of Environmental and Mechanical Engineering, Poznań University of Life Sciences, Wojska Polskiego 50, 60-627 Poznań, Poland;
| | - Magdalena Piekutowska
- Department of Geoecology and Geoinformation, Institute of Biology and Earth Sciences, Pomeranian University in Słupsk, Partyzantów 27, 76-200 Słupsk, Poland;
| | - Mohamed A. Abdel-Rahman
- Zoology Department, Faculty of Science, Suez Canal University, Ismailia 41522, Egypt; (H.H.A.N.); (M.A.A.-R.)
| | - Bassem A. Balbool
- Faculty of Biotechnology, October University for Modern Sciences and Arts, Giza 12585, Egypt;
| | - Ahmed M. Abdel-Azeem
- Botany and Microbiology Department, Faculty of Science, Suez Canal University, Ismailia 41522, Egypt
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190
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Ullrich S, Sasi VM, Mahawaththa MC, Ekanayake KB, Morewood R, George J, Shuttleworth L, Zhang X, Whitefield C, Otting G, Jackson C, Nitsche C. Challenges of short substrate analogues as SARS-CoV-2 main protease inhibitors. Bioorg Med Chem Lett 2021; 50:128333. [PMID: 34418570 PMCID: PMC8378659 DOI: 10.1016/j.bmcl.2021.128333] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 08/09/2021] [Accepted: 08/16/2021] [Indexed: 12/22/2022]
Abstract
Specific anti-coronaviral drugs complementing available vaccines are urgently needed to fight the COVID-19 pandemic. Given its high conservation across the betacoronavirus genus and dissimilarity to human proteases, the SARS-CoV-2 main protease (Mpro) is an attractive drug target. SARS-CoV-2 Mpro inhibitors have been developed at unprecedented speed, most of them being substrate-derived peptidomimetics with cysteine-modifying warheads. In this study, Mpro has proven resistant towards the identification of high-affinity short substrate-derived peptides and peptidomimetics without warheads. 20 cyclic and linear substrate analogues bearing natural and unnatural residues, which were predicted by computational modelling to bind with high affinity and designed to establish structure-activity relationships, displayed no inhibitory activity at concentrations as high as 100 μM. Only a long linear peptide covering residues P6 to P5' displayed moderate inhibition (Ki = 57 µM). Our detailed findings will inform current and future drug discovery campaigns targeting Mpro.
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Affiliation(s)
- Sven Ullrich
- Research School of Chemistry, Australian National University, Canberra, ACT 2601, Australia
| | - Vishnu M Sasi
- Research School of Chemistry, Australian National University, Canberra, ACT 2601, Australia
| | - Mithun C Mahawaththa
- Research School of Chemistry, Australian National University, Canberra, ACT 2601, Australia
| | - Kasuni B Ekanayake
- Research School of Chemistry, Australian National University, Canberra, ACT 2601, Australia
| | - Richard Morewood
- Research School of Chemistry, Australian National University, Canberra, ACT 2601, Australia
| | - Josemon George
- Research School of Chemistry, Australian National University, Canberra, ACT 2601, Australia
| | - Laura Shuttleworth
- Research School of Chemistry, Australian National University, Canberra, ACT 2601, Australia
| | - Xiaobai Zhang
- Research School of Chemistry, Australian National University, Canberra, ACT 2601, Australia
| | - Cassidy Whitefield
- Research School of Chemistry, Australian National University, Canberra, ACT 2601, Australia
| | - Gottfried Otting
- Research School of Chemistry, Australian National University, Canberra, ACT 2601, Australia
| | - Colin Jackson
- Research School of Chemistry, Australian National University, Canberra, ACT 2601, Australia
| | - Christoph Nitsche
- Research School of Chemistry, Australian National University, Canberra, ACT 2601, Australia.
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191
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Kaul R, Paul P, Kumar S, Büsselberg D, Dwivedi VD, Chaari A. Promising Antiviral Activities of Natural Flavonoids against SARS-CoV-2 Targets: Systematic Review. Int J Mol Sci 2021; 22:11069. [PMID: 34681727 PMCID: PMC8539743 DOI: 10.3390/ijms222011069] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2021] [Revised: 10/08/2021] [Accepted: 10/10/2021] [Indexed: 12/13/2022] Open
Abstract
The ongoing COVID-19 pandemic, caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) became a globally leading public health concern over the past two years. Despite the development and administration of multiple vaccines, the mutation of newer strains and challenges to universal immunity has shifted the focus to the lack of efficacious drugs for therapeutic intervention for the disease. As with SARS-CoV, MERS-CoV, and other non-respiratory viruses, flavonoids present themselves as a promising therapeutic intervention given their success in silico, in vitro, in vivo, and more recently, in clinical studies. This review focuses on data from in vitro studies analyzing the effects of flavonoids on various key SARS-CoV-2 targets and presents an analysis of the structure-activity relationships for the same. From 27 primary papers, over 69 flavonoids were investigated for their activities against various SARS-CoV-2 targets, ranging from the promising 3C-like protease (3CLpro) to the less explored nucleocapsid (N) protein; the most promising were quercetin and myricetin derivatives, baicalein, baicalin, EGCG, and tannic acid. We further review promising in silico studies featuring activities of flavonoids against SARS-CoV-2 and list ongoing clinical studies involving the therapeutic potential of flavonoid-rich extracts in combination with synthetic drugs or other polyphenols and suggest prospects for the future of flavonoids against SARS-CoV-2.
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Affiliation(s)
- Ridhima Kaul
- Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, Doha 24144, Qatar; (R.K.); (P.P.)
| | - Pradipta Paul
- Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, Doha 24144, Qatar; (R.K.); (P.P.)
| | - Sanjay Kumar
- Center for Bioinformatics, Computational and Systems Biology, Pathfinder Research and Training Foundation, Greater Noida 201308, India; (S.K.); (V.D.D.)
- School of Biotechnology, Jawaharlal Nehru University, New Delhi 110067, India
| | - Dietrich Büsselberg
- Department of Physiology and Biophysics, Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, Doha 24144, Qatar;
| | - Vivek Dhar Dwivedi
- Center for Bioinformatics, Computational and Systems Biology, Pathfinder Research and Training Foundation, Greater Noida 201308, India; (S.K.); (V.D.D.)
| | - Ali Chaari
- Weill Cornell Medicine-Qatar, Education City, Qatar Foundation, Doha 24144, Qatar; (R.K.); (P.P.)
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192
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Panagiotopoulos AA, Karakasiliotis I, Kotzampasi DM, Dimitriou M, Sourvinos G, Kampa M, Pirintsos S, Castanas E, Daskalakis V. Natural Polyphenols Inhibit the Dimerization of the SARS-CoV-2 Main Protease: The Case of Fortunellin and Its Structural Analogs. Molecules 2021; 26:6068. [PMID: 34641612 PMCID: PMC8512273 DOI: 10.3390/molecules26196068] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 09/30/2021] [Accepted: 10/03/2021] [Indexed: 12/13/2022] Open
Abstract
3CL-Pro is the SARS-CoV-2 main protease (MPro). It acts as a homodimer to cleave the large polyprotein 1ab transcript into proteins that are necessary for viral growth and replication. 3CL-Pro has been one of the most studied SARS-CoV-2 proteins and a main target of therapeutics. A number of drug candidates have been reported, including natural products. Here, we employ elaborate computational methods to explore the dimerization of the 3CL-Pro protein, and we formulate a computational context to identify potential inhibitors of this process. We report that fortunellin (acacetin 7-O-neohesperidoside), a natural flavonoid O-glycoside, and its structural analogs are potent inhibitors of 3CL-Pro dimerization, inhibiting viral plaque formation in vitro. We thus propose a novel basis for the search of pharmaceuticals as well as dietary supplements in the fight against SARS-CoV-2 and COVID-19.
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Affiliation(s)
- Athanasios A. Panagiotopoulos
- Laboratory of Experimental Endocrinology, School of Medicine, University of Crete, 71003 Heraklion, Greece; (A.A.P.); (D.-M.K.); (M.K.)
| | - Ioannis Karakasiliotis
- Laboratory of Biology, School of Medicine, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (I.K.); (M.D.)
| | - Danai-Maria Kotzampasi
- Laboratory of Experimental Endocrinology, School of Medicine, University of Crete, 71003 Heraklion, Greece; (A.A.P.); (D.-M.K.); (M.K.)
| | - Marios Dimitriou
- Laboratory of Biology, School of Medicine, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (I.K.); (M.D.)
| | - George Sourvinos
- Laboratory of Virology, School of Medicine, University of Crete, 71003 Heraklion, Greece;
- Nature Crete Pharmaceuticals, 71305 Heraklion, Greece;
| | - Marilena Kampa
- Laboratory of Experimental Endocrinology, School of Medicine, University of Crete, 71003 Heraklion, Greece; (A.A.P.); (D.-M.K.); (M.K.)
- Nature Crete Pharmaceuticals, 71305 Heraklion, Greece;
| | - Stergios Pirintsos
- Nature Crete Pharmaceuticals, 71305 Heraklion, Greece;
- Department of Biology, University of Crete, 71409 Heraklion, Greece
- Botanical Garden, University of Crete, 74100 Rethymnon, Greece
| | - Elias Castanas
- Laboratory of Experimental Endocrinology, School of Medicine, University of Crete, 71003 Heraklion, Greece; (A.A.P.); (D.-M.K.); (M.K.)
- Nature Crete Pharmaceuticals, 71305 Heraklion, Greece;
| | - Vangelis Daskalakis
- Department of Chemical Engineering, Cyprus University of Technology, 3603 Limassol, Cyprus
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193
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A cyclic peptide inhibitor of the SARS-CoV-2 main protease. Eur J Med Chem 2021; 221:113530. [PMID: 34023738 PMCID: PMC8096527 DOI: 10.1016/j.ejmech.2021.113530] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 04/26/2021] [Accepted: 04/30/2021] [Indexed: 12/19/2022]
Abstract
This paper presents the design and study of a first-in-class cyclic peptide inhibitor against the SARS-CoV-2 main protease (Mpro). The cyclic peptide inhibitor is designed to mimic the conformation of a substrate at a C-terminal autolytic cleavage site of Mpro. The cyclic peptide contains a [4-(2-aminoethyl)phenyl]-acetic acid (AEPA) linker that is designed to enforce a conformation that mimics a peptide substrate of Mpro. In vitro evaluation of the cyclic peptide inhibitor reveals that the inhibitor exhibits modest activity against Mpro and does not appear to be cleaved by the enzyme. Conformational searching predicts that the cyclic peptide inhibitor is fairly rigid, adopting a favorable conformation for binding to the active site of Mpro. Computational docking to the SARS-CoV-2 Mpro suggests that the cyclic peptide inhibitor can bind the active site of Mpro in the predicted manner. Molecular dynamics simulations provide further insights into how the cyclic peptide inhibitor may bind the active site of Mpro. Although the activity of the cyclic peptide inhibitor is modest, its design and study lays the groundwork for the development of additional cyclic peptide inhibitors against Mpro with improved activities.
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194
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Ahmed S, Mahtarin R, Ahmed SS, Akter S, Islam MS, Mamun AA, Islam R, Hossain MN, Ali MA, Sultana MUC, Parves MDR, Ullah MO, Halim MA. Investigating the binding affinity, interaction, and structure-activity-relationship of 76 prescription antiviral drugs targeting RdRp and Mpro of SARS-CoV-2. J Biomol Struct Dyn 2021; 39:6290-6305. [PMID: 32720571 PMCID: PMC7441766 DOI: 10.1080/07391102.2020.1796804] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 07/13/2020] [Indexed: 12/23/2022]
Abstract
SARS-CoV-2 virus outbreak poses a major threat to humans worldwide due to its highly contagious nature. In this study, molecular docking, molecular dynamics, and structure-activity relationship are employed to assess the binding affinity and interaction of 76 prescription drugs against RNA dependent RNA polymerase (RdRp) and Main Protease (Mpro) of SARS-CoV-2. The RNA-dependent RNA polymerase is a vital enzyme of coronavirus replication/transcription complex whereas the main protease acts on the proteolysis of replicase polyproteins. Among 76 prescription antiviral drugs, four drugs (Raltegravir, Simeprevir, Cobicistat, and Daclatasvir) that are previously used for human immunodeficiency virus (HIV), hepatitis C virus (HCV), Ebola, and Marburg virus show higher binding energy and strong interaction with active sites of the receptor proteins. To explore the dynamic nature of the interaction, 100 ns molecular dynamics (MD) simulation is performed on the selected protein-drug complexes and apo-protein. Binding free energy of the selected drugs is performed by MM/PBSA. Besides docking and dynamics, partial least square (PLS) regression method is applied for the quantitative structure activity relationship to generate and predict the binding energy for drugs. PLS regression satisfactorily predicts the binding energy of the effective antiviral drugs compared to binding energy achieved from molecular docking with a precision of 85%. This study highly recommends researchers to screen these potential drugs in vitro and in vivo against SARS-CoV-2 for further validation of utility.
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Affiliation(s)
- Sinthyia Ahmed
- Division of Infectious Diseases and Division of Computer Aided Drug Design, The Red-Green Research Centre, BICCB, Tejgaon, Dhaka, Bangladesh
| | - Rumana Mahtarin
- Division of Infectious Diseases and Division of Computer Aided Drug Design, The Red-Green Research Centre, BICCB, Tejgaon, Dhaka, Bangladesh
| | - Sayeda Samina Ahmed
- Division of Infectious Diseases and Division of Computer Aided Drug Design, The Red-Green Research Centre, BICCB, Tejgaon, Dhaka, Bangladesh
| | - Shaila Akter
- Division of Infectious Diseases and Division of Computer Aided Drug Design, The Red-Green Research Centre, BICCB, Tejgaon, Dhaka, Bangladesh
| | - Md. Shamiul Islam
- Division of Infectious Diseases and Division of Computer Aided Drug Design, The Red-Green Research Centre, BICCB, Tejgaon, Dhaka, Bangladesh
| | - Abdulla Al Mamun
- Key Laboratory of Soft Chemistry and Functional Materials of MOE, School of Chemical Engineering, Nanjing University of Science and Technology, Nanjing, China
| | - Rajib Islam
- Division of Infectious Diseases and Division of Computer Aided Drug Design, The Red-Green Research Centre, BICCB, Tejgaon, Dhaka, Bangladesh
| | - Md Nayeem Hossain
- Division of Infectious Diseases and Division of Computer Aided Drug Design, The Red-Green Research Centre, BICCB, Tejgaon, Dhaka, Bangladesh
| | - Md Ackas Ali
- Division of Infectious Diseases and Division of Computer Aided Drug Design, The Red-Green Research Centre, BICCB, Tejgaon, Dhaka, Bangladesh
| | - Mossammad U. C. Sultana
- Division of Infectious Diseases and Division of Computer Aided Drug Design, The Red-Green Research Centre, BICCB, Tejgaon, Dhaka, Bangladesh
| | - MD. Rimon Parves
- Division of Infectious Diseases and Division of Computer Aided Drug Design, The Red-Green Research Centre, BICCB, Tejgaon, Dhaka, Bangladesh
| | - M. Obayed Ullah
- Division of Infectious Diseases and Division of Computer Aided Drug Design, The Red-Green Research Centre, BICCB, Tejgaon, Dhaka, Bangladesh
| | - Mohammad A. Halim
- Division of Infectious Diseases and Division of Computer Aided Drug Design, The Red-Green Research Centre, BICCB, Tejgaon, Dhaka, Bangladesh
- Department of Physical Sciences, University of Arkansas - Fort Smith, Fort Smith, Arkansas, USA
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195
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Sharma P, Vijayan V, Pant P, Sharma M, Vikram N, Kaur P, Singh TP, Sharma S. Identification of potential drug candidates to combat COVID-19: a structural study using the main protease (mpro) of SARS-CoV-2. J Biomol Struct Dyn 2021; 39:6649-6659. [PMID: 32741313 PMCID: PMC7441759 DOI: 10.1080/07391102.2020.1798286] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Accepted: 07/15/2020] [Indexed: 11/02/2022]
Abstract
The recent outbreak of the SARS-CoV-2 virus leading to the disease COVID 19 has become a global pandemic that is spreading rapidly and has caused a global health emergency. Hence, there is an urgent need of the hour to discover effective drugs to control the pandemic caused by this virus. Under such conditions, it would be imperative to repurpose already known drugs which could be a quick and effective alternative to discovering new drugs. The main protease (Mpro) of SARS-COV-2 is an attractive drug target because of its essential role in the processing of the majority of the non-structural proteins which are translated from viral RNA. Herein, we report the high-throughput virtual screening and molecular docking studies to search for the best potential inhibitors against Mpro from FDA approved drugs available in the ZINC database as well as the natural compounds from the Specs database. Our studies have identified six potential inhibitors of Mpro enzyme, out of which four are commercially available FDA approved drugs (Cobicistat, Iopromide, Cangrelor, and Fortovase) and two are from Specs database of natural compounds (Hopeaphenol and Cyclosieversiodide-A). While Cobicistat and Fortovase are known as HIV drugs, Iopromide is a contrast agent and Cangrelor is an anti-platelet drug. Furthermore, molecular dynamic (MD) simulations using GROMACS were performed to calculate the stability of the top-ranked compounds in the active site of Mpro. After extensive computational studies, we propose that Cobicistat and Hopeaphenol show potential to be excellent drugs that can form the basis of treating COVID-19 disease.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Pradeep Sharma
- Department of Biophysics, All India Institute
of Medical Sciences, New Delhi,
India
| | - Viswanathan Vijayan
- Department of Biophysics, All India Institute
of Medical Sciences, New Delhi,
India
| | - Pradeep Pant
- Computational Biochemistry, University of
Duisburg, Essen, Germany
| | | | - Naval Vikram
- Department of Medicine, All India Institute of
Medical Sciences, New Delhi, India
| | - Punit Kaur
- Department of Biophysics, All India Institute
of Medical Sciences, New Delhi,
India
| | - T. P. Singh
- Department of Biophysics, All India Institute
of Medical Sciences, New Delhi,
India
| | - Sujata Sharma
- Department of Biophysics, All India Institute
of Medical Sciences, New Delhi,
India
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196
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Modak C, Jha A, Sharma N, Kumar A. Chitosan derivatives: A suggestive evaluation for novel inhibitor discovery against wild type and variants of SARS-CoV-2 virus. Int J Biol Macromol 2021; 187:492-512. [PMID: 34324908 PMCID: PMC8313795 DOI: 10.1016/j.ijbiomac.2021.07.144] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 07/14/2021] [Accepted: 07/20/2021] [Indexed: 12/23/2022]
Abstract
With increasing global cases and mortality rates due to COVID-19 infection, finding effective therapeutic interventions has become a top priority. Marine resources are not explored much and to be taken into consideration for exploring antiviral potential. Chitosan (carbohydrate polymer) is one such bioactive glycan found ubiquitously in marine organisms. The presence of reactive amine/hydroxyl groups, with low toxicity/allergenicity, compels us to explore it against SARS-CoV-2. We have screened a library of chitosan derivatives by site-specific docking at not only spike protein Receptor Binding Domain (RBD) of wild type SARS-CoV-2 but also on RBD of B.1.1.7 (UK) and P.1 (Brazil) SARS-CoV-2 variants. The obtained result was very interesting and ranks N-benzyl-O-acetyl-chitosan, Imino-chitosan, Sulfated-chitosan oligosaccharides derivatives as a potent antiviral candidate due to its high binding affinity of the ligands (-6.0 to -6.6 kcal/mol) with SARS-CoV-2 spike protein RBD and they critically interacting with amino acid residues Tyr 449, Asn 501, Tyr 501, Gln 493, Gln 498 and some other site-specific residues associated with higher transmissibility and severe infection. Further ADMET analysis was done and found significant for exploration of the future therapeutic potential of these three ligands. The obtained results are highly encouraging in support for consideration and exploration in further clinical studies of these chitosan derivatives as anti-SARS-CoV-2 therapeutics.
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Affiliation(s)
- Chandrima Modak
- Birla Institute of Technology and Sciences (BITS), Pilani campus, Rajasthan, India
| | - Anubhuti Jha
- Department of Biotechnology, National Institute of Technology (NIT), Raipur, Chhattisgarh, India
| | - Nivya Sharma
- Department of Pharmacology & Toxicology, National Institute of Pharmaceutical Education and Research (NIPER), Hyderabad, Telangana, India
| | - Awanish Kumar
- Department of Biotechnology, National Institute of Technology (NIT), Raipur, Chhattisgarh, India.
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197
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Hassan AR, Sanad IM, Allam AE, Abouelela ME, Sayed AM, Emam SS, El-Kousy SM, Shimizu K. Chemical constituents from Limonium tubiflorum and their in silico evaluation as potential antiviral agents against SARS-CoV-2. RSC Adv 2021; 11:32346-32357. [PMID: 35495487 PMCID: PMC9042241 DOI: 10.1039/d1ra05927k] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 09/25/2021] [Indexed: 11/21/2022] Open
Abstract
Wild plants growing in the Egyptian deserts are facing abiotic stress, which can lead to interesting & safe natural products possessing potential chemical profiles. Consequently, our study was designed to assess the phytochemical composition of the aerial parts of Limonium tubiflorum (family Plumbaginaceae) growing wild in Egypt for the first time. In addition, in silico screening and molecular dynamic simulation of all isolated phytoconstituents were run against the main protease (Mpro) and spike glycoprotein SARS-CoV-2 targets which displayed a crucial role in the replication of this virus. Our findings showed that the phytochemical investigation of 70% ethanol extract of L. tubiflorum aerial parts afforded six known flavonoids; myricetin 3-O-(2''-galloyl)-β-d-galactopyranoside (1), myricetin 3-O-(2''-galloyl)-α-l-rhamnopyranoside (2), myricetin 3-O-(3''-galloyl)-α-l-rhamnopyranoside (3), myricetin 3-O-β-d-galactopyranoside (5), apigenin (6), myricetin (7), along with two known phenolic acid derivatives; gallic acid (4) and ethyl gallate (8). Docking studies revealed that compounds (1) & (2) were the most effective compounds with binding energies of -17.9664 & -18.6652 kcal mol-1 against main protease and -18.9244 & -18.9272 kcal mol-1 towards spike glycoprotein receptors, respectively. The molecular dynamics simulation experiment agreed with the docking study and reported stability of compounds (1) and (2) against the selected targets which was proved by low RMSD for the tested components. Moreover, the structure-activity relationship revealed that the presence of the galloyl moiety is necessary for enhancement of the activity. Overall, the galloyl substructure of myricetin 3-O-glycoside derivatives (1 and 2) isolated from L. tubiflorum may be a possible lead for developing COVID-19 drugs. Further, in vitro and in vivo assays are recommended to support our in silico studies.
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Affiliation(s)
- Ahmed R Hassan
- Medicinal and Aromatic Plants Department, Desert Research Center El-Matariya 11753 Cairo Egypt
| | - Ibrahim M Sanad
- Medicinal and Aromatic Plants Department, Desert Research Center El-Matariya 11753 Cairo Egypt
| | - Ahmed E Allam
- Department of Pharmacognosy, Faculty of Pharmacy, Al-Azhar University Assiut 71524 Egypt
| | - Mohamed E Abouelela
- Department of Pharmacognosy, Faculty of Pharmacy, Al-Azhar University Assiut 71524 Egypt
| | - Ahmed M Sayed
- Department of Pharmacognosy, Faculty of Pharmacy, Nahda University Beni-Suef 62513 Egypt
| | - Shalabia S Emam
- Medicinal and Aromatic Plants Department, Desert Research Center El-Matariya 11753 Cairo Egypt
| | - Salah M El-Kousy
- Chemistry Department, Menoufia University Shebin El-Kom 32861 El-Menoufia Egypt
| | - Kuniyoshi Shimizu
- Department of Agro-Environmental Sciences, Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University 744 Motooka, Nishi-ku Fukuoka 819-0395 Japan
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198
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Fukuzawa K, Kato K, Watanabe C, Kawashima Y, Handa Y, Yamamoto A, Watanabe K, Ohyama T, Kamisaka K, Takaya D, Honma T. Special Features of COVID-19 in the FMODB: Fragment Molecular Orbital Calculations and Interaction Energy Analysis of SARS-CoV-2-Related Proteins. J Chem Inf Model 2021; 61:4594-4612. [PMID: 34506132 PMCID: PMC8457332 DOI: 10.1021/acs.jcim.1c00694] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Indexed: 01/18/2023]
Abstract
SARS-CoV-2 is the causative agent of coronavirus (known as COVID-19), the virus causing the current pandemic. There are ongoing research studies to develop effective therapeutics and vaccines against COVID-19 using various methods and many results have been published. The structure-based drug design of SARS-CoV-2-related proteins is promising, however, reliable information regarding the structural and intra- and intermolecular interactions is required. We have conducted studies based on the fragment molecular orbital (FMO) method for calculating the electronic structures of protein complexes and analyzing their quantitative molecular interactions. This enables us to extensively analyze the molecular interactions in residues or functional group units acting inside the protein complexes. Such precise interaction data are available in the FMO database (FMODB) (https://drugdesign.riken.jp/FMODB/). Since April 2020, we have performed several FMO calculations on the structures of SARS-CoV-2-related proteins registered in the Protein Data Bank. We have published the results of 681 structures, including three structural proteins and 11 nonstructural proteins, on the COVID-19 special page (as of June 8, 2021). In this paper, we describe the entire COVID-19 special page of the FMODB and discuss the calculation results for various proteins. These data not only aid the interpretation of experimentally determined structures but also the understanding of protein functions, which is useful for rational drug design for COVID-19.
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Affiliation(s)
- 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
| | - 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
| | - Chiduru Watanabe
- RIKEN Center for Biosystems Dynamics
Research, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045,
Japan
- JST PRESTO, 4-1-8, Honcho,
Kawaguchi, Saitama 332-0012, Japan
| | - Yusuke Kawashima
- Department of Physical Chemistry, School of Pharmacy
and Pharmaceutical Sciences, Hoshi University, 2-4-41 Ebara,
Shinagawa-ku, Tokyo 142-8501, Japan
| | - Yuma Handa
- Department of Physical Chemistry, School of Pharmacy
and Pharmaceutical Sciences, Hoshi University, 2-4-41 Ebara,
Shinagawa-ku, Tokyo 142-8501, Japan
| | - Ami Yamamoto
- Department of Physical Chemistry, School of Pharmacy
and Pharmaceutical Sciences, Hoshi University, 2-4-41 Ebara,
Shinagawa-ku, Tokyo 142-8501, Japan
| | - Kazuki Watanabe
- Graduate School of Pharmaceutical Sciences,
Osaka University, 1-6 Yamadaoka, Suita, Osaka 565-0871,
Japan
- Graduate School of Pharmaceutical Sciences,
Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba 260-8675,
Japan
| | - Tatsuya Ohyama
- RIKEN Center for Biosystems Dynamics
Research, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045,
Japan
- Frontier Institute for Biomolecular Engineering
Research (FIBER), Konan University, 7-1-20,
Minatojima-minamimachi, Chuo-ku, Kobe 650-0047, Japan
| | - Kikuko Kamisaka
- RIKEN Center for Biosystems Dynamics
Research, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045,
Japan
| | - Daisuke Takaya
- RIKEN Center for Biosystems Dynamics
Research, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045,
Japan
| | - Teruki Honma
- RIKEN Center for Biosystems Dynamics
Research, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045,
Japan
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199
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Ferdous N, Reza MN, Islam MS, Hossain Emon MT, Mohiuddin AKM, Hossain MU. Newly designed analogues from SARS-CoV inhibitors mimicking the druggable properties against SARS-CoV-2 and its novel variants. RSC Adv 2021; 11:31460-31476. [PMID: 35496863 PMCID: PMC9041434 DOI: 10.1039/d1ra04107j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Accepted: 07/30/2021] [Indexed: 11/21/2022] Open
Abstract
The emerging variants of SARS coronavirus-2 (SARS-CoV-2) have been continuously spreading all over the world and have raised global health concerns. The B.1.1.7 (United Kingdom), P.1 (Brazil), B.1.351 (South Africa) and B.1.617 (India) variants, resulting from multiple mutations in the spike glycoprotein (SGp), are resistant to neutralizing antibodies and enable increased transmission. Hence, new drugs might be of great importance against the novel variants of SARS-CoV-2. The SGp and main protease (Mpro) of SARS-CoV-2 are important targets for designing and developing antiviral compounds for new drug discovery. In this study, we selected seventeen phytochemicals and later performed molecular docking to determine the binding interactions of the compounds with the two receptors and calculated several drug-likeliness properties for each compound. Luteolin, myricetin and quercetin demonstrated higher affinity for both the proteins and interacted efficiently. To obtain compounds with better properties, we designed three analogues from these compounds and showed their greater druggable properties compared to the parent compounds. Furthermore, we found that the analogues bind to the residues of both proteins, including the recently identified novel variants of SARS-CoV-2. The binding study was further verified by molecular dynamics (MD) simulation and molecular mechanics/Poisson Boltzmann surface area (MM/PBSA) approaches by assessing the stability of the complexes. MD simulations revealed that Arg457 of SGp and Met49 of Mpro are the most important residues that interacted with the designed inhibitors. Our analysis may provide some breakthroughs to develop new therapeutics to treat the proliferation of SARS-CoV-2 in vitro and in vivo.
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Affiliation(s)
- Nadim Ferdous
- Department of Biotechnology and Genetic Engineering, Faculty of Life Science, Mawlana Bhashani Science and Technology University Santosh Tangail-1902 Bangladesh
| | - Mahjerin Nasrin Reza
- Department of Biotechnology and Genetic Engineering, Faculty of Life Science, Mawlana Bhashani Science and Technology University Santosh Tangail-1902 Bangladesh
| | - Md Shariful Islam
- Department of Biology, University of Kentucky 101 T.H. Morgan Building Lexington KY 40506-022 USA
| | - Md Tabassum Hossain Emon
- Department of Biotechnology and Genetic Engineering, Faculty of Life Science, Mawlana Bhashani Science and Technology University Santosh Tangail-1902 Bangladesh
| | - A K M Mohiuddin
- Department of Biotechnology and Genetic Engineering, Faculty of Life Science, Mawlana Bhashani Science and Technology University Santosh Tangail-1902 Bangladesh
| | - Mohammad Uzzal Hossain
- Bioinformatics Division, National Institute of Biotechnology Ganakbari, Ashulia, Savar Dhaka-1349 Bangladesh
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200
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Li BH, Li ZY, Liu MM, Tian JZ, Cui QH. Progress in Traditional Chinese Medicine Against Respiratory Viruses: A Review. Front Pharmacol 2021; 12:743623. [PMID: 34531754 PMCID: PMC8438140 DOI: 10.3389/fphar.2021.743623] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 08/19/2021] [Indexed: 01/07/2023] Open
Abstract
Respiratory viruses, such as severe acute respiratory syndrome coronavirus (SARS-CoV)-1, SARS-CoV-2, influenza A viruses, and respiratory syncytial virus, pose a serious threat to society. Based on the guiding principles of “holism” and “syndrome differentiation and treatment”, traditional Chinese medicine (TCM) has unique advantages in the treatment of respiratory virus diseases owing to the synergistic effect of multiple components and targets, which prevents drug resistance from arising. According to TCM theory, there are two main strategies in antiviral treatments, namely “dispelling evil” and “fu zheng”. Dispelling evil corresponds to the direct inhibition of virus growth and fu zheng corresponds to immune regulation, inflammation control, and tissue protection in the host. In this review, current progress in using TCMs against respiratory viruses is summarized according to modern biological theories. The prospects for developing TCMs against respiratory viruses is discussed to provide a reference for the research and development of innovative TCMs with multiple components, multiple targets, and low toxicity.
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Affiliation(s)
- Bao-Hong Li
- College of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Zhong-Yuan Li
- College of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Miao-Miao Liu
- College of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Jing-Zhen Tian
- College of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Qing-Hua Cui
- Innovation Research Institute of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China.,Qingdao Academy of Chinese Medicinal Sciences, Shandong University of Traditional Chinese Medicine, Qingdao, China
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