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Selvaraj C, Dinesh DC, Krafcikova P, Boura E, Aarthy M, Pravin MA, Singh SK. Structural Understanding of SARS-CoV-2 Drug Targets, Active Site Contour Map Analysis and COVID-19 Therapeutics. Curr Mol Pharmacol 2021; 15:418-433. [PMID: 34488601 DOI: 10.2174/1874467214666210906125959] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Revised: 03/11/2021] [Accepted: 03/17/2021] [Indexed: 11/22/2022]
Abstract
The most iconic word of the year 2020 is 'COVID-19', the shortened name for coronavirus disease 2019. The pandemic, caused by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), is responsible for multiple worldwide lockdowns, an economic crisis, and a substantial increase in hospitalizations for viral pneumonia along with respiratory failure and multiorgan dysfunctions. Recently, the first few vaccines were approved by World Health Organization (WHO) and can eventually save millions of lives. Even though, few emergency use drugs like Remdesivir and several other repurposed drugs, still there is no approved drug for COVID-19. The coronaviral encoded proteins involved in host-cell entry, replication, and host-cell invading mechanism are potentially therapeutic targets. This perspective review provides the molecular overview of SARS-CoV-2 life cycle for summarizing potential drug targets, structural insights, active site contour map analyses of those selected SARS-CoV-2 protein targets for drug discovery, immunology, and pathogenesis.
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Affiliation(s)
- Chandrabose Selvaraj
- Computer Aided Drug Design and Molecular Modeling Lab, Department of Bioinformatics, Science Block, Alagappa University, Karaikudi-630004, Tamil Nadu. India
| | | | - Petra Krafcikova
- Institute of Organic Chemistry and Biochemistry AS CR, v.v.i., Flemingovo nam. 2, 166 10 Prague 6. Czech Republic
| | - Evzen Boura
- Institute of Organic Chemistry and Biochemistry AS CR, v.v.i., Flemingovo nam. 2, 166 10 Prague 6. Czech Republic
| | - Murali Aarthy
- Computer Aided Drug Design and Molecular Modeling Lab, Department of Bioinformatics, Science Block, Alagappa University, Karaikudi-630004, Tamil Nadu. India
| | - Muthuraja Arun Pravin
- Computer Aided Drug Design and Molecular Modeling Lab, Department of Bioinformatics, Science Block, Alagappa University, Karaikudi-630004, Tamil Nadu. India
| | - Sanjeev Kumar Singh
- Computer Aided Drug Design and Molecular Modeling Lab, Department of Bioinformatics, Science Block, Alagappa University, Karaikudi-630004, Tamil Nadu. India
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Rahbar Saadat Y, Hosseiniyan Khatibi SM, Zununi Vahed S, Ardalan M. Host Serine Proteases: A Potential Targeted Therapy for COVID-19 and Influenza. Front Mol Biosci 2021; 8:725528. [PMID: 34527703 PMCID: PMC8435734 DOI: 10.3389/fmolb.2021.725528] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 08/11/2021] [Indexed: 12/23/2022] Open
Abstract
The ongoing pandemic illustrates limited therapeutic options for controlling SARS-CoV-2 infections, calling a need for additional therapeutic targets. The viral spike S glycoprotein binds to the human receptor angiotensin-converting enzyme 2 (ACE2) and then is activated by the host proteases. Based on the accessibility of the cellular proteases needed for SARS-S activation, SARS-CoV-2 entrance and activation can be mediated by endosomal (such as cathepsin L) and non-endosomal pathways. Evidence indicates that in the non-endosomal pathway, the viral S protein is cleaved by the furin enzyme in infected host cells. To help the virus enter efficiently, the S protein is further activated by the serine protease 2 (TMPRSS2), provided that the S has been cleaved by furin previously. In this review, important roles for host proteases within host cells will be outlined in SARS-CoV-2 infection and antiviral therapeutic strategies will be highlighted. Although there are at least five highly effective vaccines at this time, the appearance of the new viral mutations demands the development of therapeutic agents. Targeted inhibition of host proteases can be used as a therapeutic approach for viral infection.
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Epstein RJ. The secret identities of TMPRSS2: Fertility factor, virus trafficker, inflammation moderator, prostate protector and tumor suppressor. Tumour Biol 2021; 43:159-176. [PMID: 34420994 DOI: 10.3233/tub-211502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
The human TMPRSS2 gene is pathogenetically implicated in both coronaviral lung infection and prostate cancer, suggesting its potential as a drug target in both contexts. SARS-COV-2 spike polypeptides are primed by the host transmembrane TMPRSS2 protease, triggering virus fusion with epithelial cell membranes followed by an endocytotic internalisation process that bypasses normal endosomal activation of cathepsin-mediated innate immunity; viral co-opting of TMPRSS2 thus favors microbial survivability by attenuating host inflammatory responses. In contrast, most early hormone-dependent prostate cancers express TMPRSS2:ERG fusion genes arising from deletions that eliminate the TMPRSS2 coding region while juxtaposing its androgen-inducible promoter and the open reading frame of ERG, upregulating pro-inflammatory ERG while functionally disabling TMPRSS2. Moreover, inflammatory oxidative DNA damage selects for TMPRSS2:ERG-fused cancers, whereas patients treated with antiinflammatory drugs develop fewer of these fusion-dependent tumors. These findings imply that TMPRSS2 protects the prostate by enabling endosomal bypass of pathogens which could otherwise trigger inflammation-induced DNA damage that predisposes to TMPRSS2:ERG fusions. Hence, the high oncogenic selectability of TMPRSS2:ERG fusions may reflect a unique pro-inflammatory synergy between androgenic ERG gain-of-function and fusogenic TMPRSS2 loss-of-function, cautioning against the use of TMPRSS2-inhibitory drugs to prevent or treat early prostate cancer.
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Affiliation(s)
- Richard J Epstein
- New Hope Cancer Center, Beijing United Hospital, Jiangtai Xi Rd 9-11, Chaoyang, Beijing, China.,Garvan Institute of Medical Research, and UNSW Medical School, St Vincent's Hospital, Victoria St, Darlinghurst, Sydney, Australia
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Mslati H, Gentile F, Perez C, Cherkasov A. Comprehensive Consensus Analysis of SARS-CoV-2 Drug Repurposing Campaigns. J Chem Inf Model 2021; 61:3771-3788. [PMID: 34313439 PMCID: PMC8340583 DOI: 10.1021/acs.jcim.1c00384] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Indexed: 01/18/2023]
Abstract
The current COVID-19 pandemic has elicited extensive repurposing efforts (both small and large scale) to rapidly identify COVID-19 treatments among approved drugs. Herein, we provide a literature review of large-scale SARS-CoV-2 antiviral drug repurposing efforts and highlight a marked lack of consistent potency reporting. This variability indicates the importance of standardizing best practices-including the use of relevant cell lines, viral isolates, and validated screening protocols. We further surveyed available biochemical and virtual screening studies against SARS-CoV-2 targets (Spike, ACE2, RdRp, PLpro, and Mpro) and discuss repurposing candidates exhibiting consistent activity across diverse, triaging assays and predictive models. Moreover, we examine repurposed drugs and their efficacy against COVID-19 and the outcomes of representative repurposed drugs in clinical trials. Finally, we propose a drug repurposing pipeline to encourage the implementation of standard methods to fast-track the discovery of candidates and to ensure reproducible results.
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Affiliation(s)
- Hazem Mslati
- Vancouver Prostate Centre, University of
British Columbia, 2660 Oak Street, Vancouver, BC V6H 3Z6,
Canada
| | - Francesco Gentile
- Vancouver Prostate Centre, University of
British Columbia, 2660 Oak Street, Vancouver, BC V6H 3Z6,
Canada
| | - Carl Perez
- Vancouver Prostate Centre, University of
British Columbia, 2660 Oak Street, Vancouver, BC V6H 3Z6,
Canada
| | - Artem Cherkasov
- Vancouver Prostate Centre, University of
British Columbia, 2660 Oak Street, Vancouver, BC V6H 3Z6,
Canada
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Computational studies reveal Fluorine based quinolines to be potent inhibitors for proteins involved in SARS-CoV-2 assembly. J Fluor Chem 2021; 250:109865. [PMID: 34393265 PMCID: PMC8356738 DOI: 10.1016/j.jfluchem.2021.109865] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 08/06/2021] [Accepted: 08/07/2021] [Indexed: 12/18/2022]
Abstract
World is witnessing one of the worst pandemics of this century caused by SARS-CoV-2 virus which has affected millions of individuals. Despite rapid efforts to develop vaccines and drugs for COVID-19, the disease is still not under control. Chloroquine (CQ) and Hydroxychloroquine (HCQ) are two very promising inhibitors which have shown positive effect in combating the disease in preliminary experimental studies, but their use was reduced due to severe side-effects. Here, we performed a theoretical investigation of the same by studying the binding of the molecules with SARS-COV-2 Spike protein, the complex formed by Spike and ACE2 human receptor and a human serine protease TMPRSS2 which aids in cleavage of the Spike protein to initiate the viral activation in the body. Both the molecules had shown very good docking energies in the range of -6kcal/mol. Subsequently, we did a high throughput screening for other potential quinoline candidates which could be used as inhibitors. From the large pool of ligand candidates, we shortlisted the top three ligands (binding energy -8kcal/mol). We tested the stability of the docked complexes by running Molecular Dynamics (MD) simulations where we observed the stability of the quinoline analogues with the Spike-ACE2 and TMPRSS2 nevertheless the quinolines were not stable with the Spike protein alone. Thus, although the inhibitors bond very well with the protein molecules their intrinsic binding affinity depends on the protein dynamics. Moreover, the quinolines were stable when bound to electronegative pockets of Spike-ACE2 or TMPRSS2 but not with Viral Spike protein. We also observed that a Fluoride based compound: 3-[3-(Trifluoromethyl)phenyl]quinoline helps the inhibitor to bind with both Spike-ACE2 and TMPRSS2 with equal probability. The molecular details presented in this study would be very useful for developing quinoline based drugs for COVID-19 treatment.
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Abstract
The coronavirus disease 2019 (COVID-19) pandemic has caused significant morbidity and mortality on a global scale. The etiologic agent, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), initiates host cell entry when its spike protein (S) binds to its receptor, angiotensin-converting enzyme 2 (ACE2). In airway epithelia, the spike protein is cleaved by the cell surface protease TMPRSS2, facilitating membrane fusion and entry at the cell surface. This dependence on TMPRSS2 and related proteases suggests that protease inhibitors might limit SARS-CoV-2 infection in the respiratory tract. Here, we tested two serine protease inhibitors, camostat mesylate and nafamostat mesylate, for their ability to inhibit entry of SARS-CoV-2 and that of a second pathogenic coronavirus, Middle East respiratory syndrome coronavirus (MERS-CoV). Both camostat and nafamostat reduced infection in primary human airway epithelia and in the Calu-3 2B4 cell line, with nafamostat exhibiting greater potency. We then assessed whether nafamostat was protective against SARS-CoV-2 in vivo using two mouse models. In mice sensitized to SARS-CoV-2 infection by transduction with human ACE2, intranasal nafamostat treatment prior to or shortly after SARS-CoV-2 infection significantly reduced weight loss and lung tissue titers. Similarly, prophylactic intranasal treatment with nafamostat reduced weight loss, viral burden, and mortality in K18-hACE2 transgenic mice. These findings establish nafamostat as a candidate for the prevention or treatment of SARS-CoV-2 infection and disease pathogenesis.
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57
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Gupta VK, Murthy MK, Patil S. Can Host Cell Proteins Like ACE2, ADAM17, TMPRSS2, Androgen Receptor be the Efficient Targets in SARS-CoV-2 Infection? Curr Drug Targets 2021; 22:1149-1157. [PMID: 33243116 DOI: 10.2174/1389450121999201125201112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 10/17/2020] [Accepted: 10/19/2020] [Indexed: 11/22/2022]
Abstract
A novel betacoronavirus, severe acute respiratory syndrome coronavirus 2 (SARS-CoV- -2), which caused a large disease outbreak in Wuhan, China in December 2019, is currently spreading across the world. Along with binding of the virus spike with the host cell receptor, fusion of the viral envelope with host cell membranes is a critical step in establishing successful infection of SARS-CoV-2. In this entry process, a diversity of host cell proteases and androgen receptor play a very important role directly or indirectly. These features of SARS-CoV-2 entry contribute to its rapid spread and severe symptoms, high fatality rates among infected patients. This review is based on the latest published literature including review articles, research articles, hypothetical manuscript, preprint articles and official documents. The literature search was made from various published papers on physiological aspects relevant to SARS-CoV and SARS-CoV-2. In this report, we focus on the role of host cell proteases (ACE2, ADAM17, TMPRSS2) and androgen receptor (AR) in SARS-CoV-2 infection. The hypotheses put forth by us are based on the role played by the proteases ACE2, ADAM17, TMPRSS2 and AR in SARS-CoV-2 infection, which were deduced based on various studies. We have also summarized how these host proteins increase the pathology and the infective ability of SARS-CoV-2 and we posit that their inhibition may be a therapeutic option for preventing SARS-CoV-2 infection.
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Affiliation(s)
- Vivek K Gupta
- Department of Biochemistry, ICMR-National JALMA Institute for Leprosy and Other Mycobacterial Diseases, Tajganj, Agra-282004, India
| | - Madhan K Murthy
- Department of Immunology, ICMR-National JALMA Institute for Leprosy and Other Mycobacterial Diseases, Tajganj, Agra-282004, India
| | - Shripad Patil
- Department of Immunology, ICMR-National JALMA Institute for Leprosy and Other Mycobacterial Diseases, Tajganj, Agra-282004, India
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Hall MD, Anderson JM, Anderson A, Baker D, Bradner J, Brimacombe KR, Campbell EA, Corbett KS, Carter K, Cherry S, Chiang L, Cihlar T, de Wit E, Denison M, Disney M, Fletcher CV, Ford-Scheimer SL, Götte M, Grossman AC, Hayden FG, Hazuda DJ, Lanteri CA, Marston H, Mesecar AD, Moore S, Nwankwo JO, O’Rear J, Painter G, Singh Saikatendu K, Schiffer CA, Sheahan TP, Shi PY, Smyth HD, Sofia MJ, Weetall M, Weller SK, Whitley R, Fauci AS, Austin CP, Collins FS, Conley AJ, Davis MI. Report of the National Institutes of Health SARS-CoV-2 Antiviral Therapeutics Summit. J Infect Dis 2021; 224:S1-S21. [PMID: 34111271 PMCID: PMC8280938 DOI: 10.1093/infdis/jiab305] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
The NIH Virtual SARS-CoV-2 Antiviral Summit, held on 6 November 2020, was organized to provide an overview on the status and challenges in developing antiviral therapeutics for coronavirus disease 2019 (COVID-19), including combinations of antivirals. Scientific experts from the public and private sectors convened virtually during a live videocast to discuss severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) targets for drug discovery as well as the preclinical tools needed to develop and evaluate effective small-molecule antivirals. The goals of the Summit were to review the current state of the science, identify unmet research needs, share insights and lessons learned from treating other infectious diseases, identify opportunities for public-private partnerships, and assist the research community in designing and developing antiviral therapeutics. This report includes an overview of therapeutic approaches, individual panel summaries, and a summary of the discussions and perspectives on the challenges ahead for antiviral development.
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Affiliation(s)
- Matthew D Hall
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
| | - James M Anderson
- Office of the Director, National Institutes of Health, Bethesda, Maryland, USA
| | - Annaliesa Anderson
- Pfizer Vaccine Research and Development, Pfizer, Pearl River, New York, USA
| | - David Baker
- University of Washington, Seattle, Washington, USA
| | - Jay Bradner
- Novartis Institutes for BioMedical Research, Cambridge, Massachusetts, USA
| | - Kyle R Brimacombe
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
| | | | - Kizzmekia S Corbett
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | | | - Sara Cherry
- University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | | | - Emmie de Wit
- Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, Montana, USA
| | - Mark Denison
- Vanderbilt University, Nashville, Tennessee, USA
| | | | | | - Stephanie L Ford-Scheimer
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
| | | | - Abigail C Grossman
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
| | | | | | | | - Hilary Marston
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | | | - Stephanie Moore
- University of Alabama at Birmingham, Birmingham, Alabama, USA
| | | | - Jules O’Rear
- US Food and Drug Administration, Silver Spring, Maryland, USA
| | | | | | - Celia A Schiffer
- University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Timothy P Sheahan
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Pei-Yong Shi
- University of Texas Medical Branch, Galveston, Texas, USA
| | - Hugh D Smyth
- University of Texas at Austin, Austin, Texas, USA
| | | | - Marla Weetall
- PTC Therapeutics, Inc, South Plainfield, New Jersey, USA
| | - Sandra K Weller
- University of Connecticut School of Medicine, Farmington, Connecticut, USA
| | - Richard Whitley
- University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Anthony S Fauci
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Christopher P Austin
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
| | - Francis S Collins
- Office of the Director, National Institutes of Health, Bethesda, Maryland, USA
| | - Anthony J Conley
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Mindy I Davis
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
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Ma XR, Alugubelli YR, Ma Y, Vatansever EC, Scott DA, Qiao Y, Yu G, Xu S, Liu WR. MPI8 is Potent against SARS-CoV-2 by Inhibiting Dually and Selectively the SARS-CoV-2 Main Protease and the Host Cathepsin L*. ChemMedChem 2021; 17:e202100456. [PMID: 34242492 PMCID: PMC8427127 DOI: 10.1002/cmdc.202100456] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Indexed: 11/06/2022]
Abstract
A number of inhibitors have been developed for the SARS‐CoV‐2 main protease (MPro) as potential COVID‐19 medications but little is known about their selectivity. Using enzymatic assays, we characterized inhibition of TMPRSS2, furin, and cathepsins B/K/L by more than a dozen of previously developed MPro inhibitors including MPI1‐9, GC376, 11a, 10–1, 10–2, and 10–3. MPI1‐9, GC376 and 11a all contain an aldehyde for the formation of a reversible covalent hemiacetal adduct with the MPro active site cysteine and 10–1, 10–2 and 10–3 contain a labile ester to exchange with the MPro active site cysteine for the formation of a thioester. Our data revealed that all these inhibitors are inert toward TMPRSS2 and furin. Diaryl esters also showed low inhibition of cathepsins. However, all aldehyde inhibitors displayed high potency in inhibiting three cathepsins. Their determined IC50 values vary from 4.1 to 380 nM for cathepsin B, 0.079 to 2.3 nM for cathepsin L, and 0.35 to 180 nM for cathepsin K. All aldehyde inhibitors showed similar inhibition levels toward cathepsin L. A cellular analysis indicated high potency of MPI5 and MPI8 in inhibiting lysosomal activity, which is probably attributed to their inhibition of cathepsins. Among all aldehyde inhibitors, MPI8 shows the best selectivity toward cathepsin L. With respect to cathepsins B and K, the selective indices are 192 and 150, respectively. MPI8 is the most potent compound among all aldehyde inhibitors in cellular MPro inhibition potency and anti‐SARS‐CoV‐2 activity in Vero E6 cells. Cathepsin L has been demonstrated to play a critical role in the SARS‐CoV‐2 cell entry. By selectively inhibiting both SARS‐CoV‐2 MPro and the host cathepsin L, MPI8 potentiates dual inhibition effects to synergize its overall antiviral potency and efficacy. Due to its high selectivity toward cathepsin L that reduces potential toxicity toward host cells and high cellular and antiviral potency, we urge serious consideration of MPI8 for preclinical and clinical investigations for treating COVID‐19.
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Affiliation(s)
- Xinyu R Ma
- Texas A&M Drug Discovery Laboratory, Department of Chemistry, Texas A&M University, College Station, TX 77843, USA
| | - Yugendar R Alugubelli
- Texas A&M Drug Discovery Laboratory, Department of Chemistry, Texas A&M University, College Station, TX 77843, USA
| | - Yuying Ma
- Texas A&M Drug Discovery Laboratory, Department of Chemistry, Texas A&M University, College Station, TX 77843, USA
| | - Erol C Vatansever
- Texas A&M Drug Discovery Laboratory, Department of Chemistry, Texas A&M University, College Station, TX 77843, USA
| | - Danielle A Scott
- Texas A&M Drug Discovery Laboratory, Department of Chemistry, Texas A&M University, College Station, TX 77843, USA
| | - Yuchen Qiao
- Texas A&M Drug Discovery Laboratory, Department of Chemistry, Texas A&M University, College Station, TX 77843, USA
| | - Ge Yu
- Texas A&M Drug Discovery Laboratory, Department of Chemistry, Texas A&M University, College Station, TX 77843, USA
| | - Shiqing Xu
- Texas A&M Drug Discovery Laboratory, Department of Chemistry, Texas A&M University, College Station, TX 77843, USA
| | - Wenshe Ray Liu
- Texas A&M Drug Discovery Laboratory, Department of Chemistry, Texas A&M University, College Station, TX 77843, USA.,Institute of Biosciences and Technology and Department of Translational Medical Sciences, College of Medicine, Texas A&M University, Houston, TX 77030, USA.,Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX 77843, USA.,Department of Molecular and Cellular Medicine, College of Medicine, Texas A&M University, College Station, TX 77843, USA
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60
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Huang X, Pearce R, Omenn GS, Zhang Y. Identification of 13 Guanidinobenzoyl- or Aminidinobenzoyl-Containing Drugs to Potentially Inhibit TMPRSS2 for COVID-19 Treatment. Int J Mol Sci 2021; 22:7060. [PMID: 34209110 PMCID: PMC8269196 DOI: 10.3390/ijms22137060] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 06/18/2021] [Accepted: 06/28/2021] [Indexed: 12/26/2022] Open
Abstract
Positively charged groups that mimic arginine or lysine in a natural substrate of trypsin are necessary for drugs to inhibit the trypsin-like serine protease TMPRSS2 that is involved in the viral entry and spread of coronaviruses, including SARS-CoV-2. Based on this assumption, we identified a set of 13 approved or clinically investigational drugs with positively charged guanidinobenzoyl and/or aminidinobenzoyl groups, including the experimentally verified TMPRSS2 inhibitors Camostat and Nafamostat. Molecular docking using the C-I-TASSER-predicted TMPRSS2 catalytic domain model suggested that the guanidinobenzoyl or aminidinobenzoyl group in all the drugs could form putative salt bridge interactions with the side-chain carboxyl group of Asp435 located in the S1 pocket of TMPRSS2. Molecular dynamics simulations further revealed the high stability of the putative salt bridge interactions over long-time (100 ns) simulations. The molecular mechanics/generalized Born surface area-binding free energy assessment and per-residue energy decomposition analysis also supported the strong binding interactions between TMPRSS2 and the proposed drugs. These results suggest that the proposed compounds, in addition to Camostat and Nafamostat, could be effective TMPRSS2 inhibitors for COVID-19 treatment by occupying the S1 pocket with the hallmark positively charged groups.
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Affiliation(s)
- Xiaoqiang Huang
- Department of Computational Medicine and Bioinformatics, University of Michigan, 100 Washtenaw Avenue, Ann Arbor, MI 48109, USA; (X.H.); (R.P.); (G.S.O.)
| | - Robin Pearce
- Department of Computational Medicine and Bioinformatics, University of Michigan, 100 Washtenaw Avenue, Ann Arbor, MI 48109, USA; (X.H.); (R.P.); (G.S.O.)
| | - Gilbert S. Omenn
- Department of Computational Medicine and Bioinformatics, University of Michigan, 100 Washtenaw Avenue, Ann Arbor, MI 48109, USA; (X.H.); (R.P.); (G.S.O.)
- Departments of Internal Medicine and Human Genetics and School of Public Health, University of Michigan, 100 Washtenaw Avenue, Ann Arbor, MI 48109, USA
| | - Yang Zhang
- Department of Computational Medicine and Bioinformatics, University of Michigan, 100 Washtenaw Avenue, Ann Arbor, MI 48109, USA; (X.H.); (R.P.); (G.S.O.)
- Department of Biological Chemistry, University of Michigan, 100 Washtenaw Avenue, Ann Arbor, MI 48109, USA
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Structural basis of covalent inhibitory mechanism of TMPRSS2-related serine proteases by camostat. J Virol 2021; 95:e0086121. [PMID: 34160253 PMCID: PMC8428381 DOI: 10.1128/jvi.00861-21] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the viral pathogen causing the coronavirus disease 2019 (COVID-19) global pandemic. No effective treatment for COVID-19 has been established yet. The serine protease transmembrane protease serine 2 (TMPRSS2) is essential for viral spread and pathogenicity by facilitating the entry of SARS-CoV-2 into host cells. The protease inhibitor camostat, an anticoagulant used in the clinic, has potential anti-inflammatory and antiviral activities against COVID-19. However, the potential mechanisms of viral resistance and antiviral activity of camostat are unclear. Herein, we demonstrate high inhibitory potencies of camostat for a panel of serine proteases, indicating that camostat is a broad-spectrum inhibitor of serine proteases. In addition, we determined the crystal structure of camostat in complex with a serine protease (uPA [urokinase-type plasminogen activator]), which reveals that camostat is inserted in the S1 pocket of uPA but is hydrolyzed by uPA, and the cleaved camostat covalently binds to Ser195. We also generated a homology model of the structure of the TMPRSS2 serine protease domain. The model shows that camostat uses the same inhibitory mechanism to inhibit the activity of TMPRSS2, subsequently preventing SARS-CoV-2 spread. IMPORTANCE Serine proteases are a large family of enzymes critical for multiple physiological processes and proven diagnostic and therapeutic targets in several clinical indications. The serine protease transmembrane protease serine 2 (TMPRSS2) was recently found to mediate SARS-CoV-2 entry into the host. Camostat mesylate (FOY 305), a serine protease inhibitor active against TMPRSS2 and used for the treatment of oral squamous cell carcinoma and chronic pancreatitis, inhibits SARS-CoV-2 infection of human lung cells. However, the direct inhibition mechanism of camostat mesylate for TMPRSS2 is unclear. Herein, we demonstrate that camostat uses the same inhibitory mechanism to inhibit the activity of TMPRSS2 as uPA, subsequently preventing SARS-CoV-2 spread.
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62
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Goc A, Sumera W, Rath M, Niedzwiecki A. Phenolic compounds disrupt spike-mediated receptor-binding and entry of SARS-CoV-2 pseudo-virions. PLoS One 2021; 16:e0253489. [PMID: 34138966 PMCID: PMC8211150 DOI: 10.1371/journal.pone.0253489] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 06/06/2021] [Indexed: 12/24/2022] Open
Abstract
In the pursuit of suitable and effective solutions to SARS-CoV-2 infection, we investigated the efficacy of several phenolic compounds in controlling key cellular mechanisms involved in its infectivity. The way the SARS-CoV-2 virus infects the cell is a complex process and comprises four main stages: attachment to the cognate receptor, cellular entry, replication and cellular egress. Since, this is a multi-part process, it creates many opportunities to develop effective interventions. Targeting binding of the virus to the host receptor in order to prevent its entry has been of particular interest. Here, we provide experimental evidence that, among 56 tested polyphenols, including plant extracts, brazilin, theaflavin-3,3'-digallate, and curcumin displayed the highest binding with the receptor-binding domain of spike protein, inhibiting viral attachment to the human angiotensin-converting enzyme 2 receptor, and thus cellular entry of pseudo-typed SARS-CoV-2 virions. Both, theaflavin-3,3'-digallate at 25 μg/ml and curcumin above 10 μg/ml concentration, showed binding with the angiotensin-converting enzyme 2 receptor reducing at the same time its activity in both cell-free and cell-based assays. Our study also demonstrates that brazilin and theaflavin-3,3'-digallate, and to a still greater extent, curcumin, decrease the activity of transmembrane serine protease 2 both in cell-free and cell-based assays. Similar pattern was observed with cathepsin L, although only theaflavin-3,3'-digallate showed a modest diminution of cathepsin L expression at protein level. Finally, each of these three compounds moderately increased endosomal/lysosomal pH. In conclusion, this study demonstrates pleiotropic anti-SARS-CoV-2 efficacy of specific polyphenols and their prospects for further scientific and clinical investigations.
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Affiliation(s)
- Anna Goc
- Department of Infectious Diseases, Dr. Rath Research Institute, San Jose, California, United States of America
- * E-mail: (AN); (AG)
| | - Waldemar Sumera
- Department of Infectious Diseases, Dr. Rath Research Institute, San Jose, California, United States of America
| | - Matthias Rath
- Department of Infectious Diseases, Dr. Rath Research Institute, San Jose, California, United States of America
| | - Aleksandra Niedzwiecki
- Department of Infectious Diseases, Dr. Rath Research Institute, San Jose, California, United States of America
- * E-mail: (AN); (AG)
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Hu X, Shrimp JH, Guo H, Xu M, Chen CZ, Zhu W, Zakharov AV, Jain S, Shinn P, Simeonov A, Hall MD, Shen M. Discovery of TMPRSS2 Inhibitors from Virtual Screening as a Potential Treatment of COVID-19. ACS Pharmacol Transl Sci 2021; 4:1124-1135. [PMID: 34136758 PMCID: PMC8043206 DOI: 10.1021/acsptsci.0c00221] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Indexed: 02/06/2023]
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic has prompted researchers to pivot their efforts to finding antiviral compounds and vaccines. In this study, we focused on the human host cell transmembrane protease serine 2 (TMPRSS2), which plays an important role in the viral life cycle by cleaving the spike protein to initiate membrane fusion. TMPRSS2 is an attractive target and has received attention for the development of drugs against SARS and Middle East respiratory syndrome. Starting with comparative structural modeling and a binding model analysis, we developed an efficient pharmacophore-based approach and applied a large-scale in silico database screening for small-molecule inhibitors against TMPRSS2. The hits were evaluated in the TMPRSS2 biochemical assay and the SARS-CoV-2 pseudotyped particle entry assay. A number of novel inhibitors were identified, providing starting points for the further development of drug candidates for the treatment of coronavirus disease 2019.
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Affiliation(s)
- Xin Hu
- National Center
for Advancing
Translational Sciences, National Institutes
of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Jonathan H. Shrimp
- National Center
for Advancing
Translational Sciences, National Institutes
of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Hui Guo
- National Center
for Advancing
Translational Sciences, National Institutes
of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Miao Xu
- National Center
for Advancing
Translational Sciences, National Institutes
of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Catherine Z. Chen
- National Center
for Advancing
Translational Sciences, National Institutes
of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Wei Zhu
- National Center
for Advancing
Translational Sciences, National Institutes
of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Alexey V. Zakharov
- National Center
for Advancing
Translational Sciences, National Institutes
of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Sankalp Jain
- National Center
for Advancing
Translational Sciences, National Institutes
of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Paul Shinn
- National Center
for Advancing
Translational Sciences, National Institutes
of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Anton Simeonov
- National Center
for Advancing
Translational Sciences, National Institutes
of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Matthew D. Hall
- National Center
for Advancing
Translational Sciences, National Institutes
of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
| | - Min Shen
- National Center
for Advancing
Translational Sciences, National Institutes
of Health, 9800 Medical Center Drive, Rockville, Maryland 20850, United States
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Sun YJ, Velez G, Parsons DE, Li K, Ortiz ME, Sharma S, McCray PB, Bassuk AG, Mahajan VB. Structure-based phylogeny identifies avoralstat as a TMPRSS2 inhibitor that prevents SARS-CoV-2 infection in mice. J Clin Invest 2021; 131:147973. [PMID: 33844653 PMCID: PMC8121520 DOI: 10.1172/jci147973] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 04/07/2021] [Indexed: 12/19/2022] Open
Abstract
Drugs targeting host proteins can act prophylactically to reduce viral burden early in disease and limit morbidity, even with antivirals and vaccination. Transmembrane serine protease 2 (TMPRSS2) is a human protease required for SARS coronavirus 2 (SARS-CoV-2) viral entry and may represent such a target. We hypothesized that drugs selected from proteins related by their tertiary structure, rather than their primary structure, were likely to interact with TMPRSS2. We created a structure-based phylogenetic computational tool named 3DPhyloFold to systematically identify structurally similar serine proteases with known therapeutic inhibitors and demonstrated effective inhibition of SARS-CoV-2 infection in vitro and in vivo. Several candidate compounds, avoralstat, PCI-27483, antipain, and soybean trypsin inhibitor, inhibited TMPRSS2 in biochemical and cell infection assays. Avoralstat, a clinically tested kallikrein-related B1 inhibitor, inhibited SARS-CoV-2 entry and replication in human airway epithelial cells. In an in vivo proof of principle, avoralstat significantly reduced lung tissue titers and mitigated weight loss when administered prophylactically to mice susceptible to SARS-CoV-2, indicating its potential to be repositioned for coronavirus disease 2019 (COVID-19) prophylaxis in humans.
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Affiliation(s)
- Young Joo Sun
- Molecular Surgery Lab, Byers Eye Institute, Department of Ophthalmology, Stanford University, Palo Alto, California, USA
| | - Gabriel Velez
- Molecular Surgery Lab, Byers Eye Institute, Department of Ophthalmology, Stanford University, Palo Alto, California, USA
- Medical Scientist Training Program, University of Iowa, Iowa City, Iowa, USA
| | - Dylan E. Parsons
- Molecular Surgery Lab, Byers Eye Institute, Department of Ophthalmology, Stanford University, Palo Alto, California, USA
- Stanford ChEM-H Medicinal Chemistry Knowledge Center, Stanford University, Palo Alto, California, USA
| | | | | | | | - Paul B. McCray
- Department of Pediatrics
- Department of Microbiology and Immunology
| | - Alexander G. Bassuk
- Department of Pediatrics
- Department of Neurology, and
- Iowa Neuroscience Institute, University of Iowa, Iowa City, Iowa, USA
| | - Vinit B. Mahajan
- Molecular Surgery Lab, Byers Eye Institute, Department of Ophthalmology, Stanford University, Palo Alto, California, USA
- Veterans Affairs Palo Alto Health Care System, Palo Alto, California, USA
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Mahoney M, Damalanka VC, Tartell MA, Chung DH, Lourenco AL, Pwee D, Mayer Bridwell AE, Hoffmann M, Voss J, Karmakar P, Azouz N, Klingler AM, Rothlauf PW, Thompson CE, Lee M, Klampfer L, Stallings C, Rothenberg ME, Pöhlmann S, Whelan SP, O'Donoghue AJ, Craik CS, Janetka JW. A novel class of TMPRSS2 inhibitors potently block SARS-CoV-2 and MERS-CoV viral entry and protect human epithelial lung cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2021. [PMID: 34131661 DOI: 10.1101/2021.05.06.442935] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The host cell serine protease TMPRSS2 is an attractive therapeutic target for COVID-19 drug discovery. This protease activates the Spike protein of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) and of other coronaviruses and is essential for viral spread in the lung. Utilizing rational structure-based drug design (SBDD) coupled to substrate specificity screening of TMPRSS2, we have discovered a novel class of small molecule ketobenzothiazole TMPRSS2 inhibitors with significantly improved activity over existing irreversible inhibitors Camostat and Nafamostat. Lead compound MM3122 ( 4 ) has an IC 50 of 340 pM against recombinant full-length TMPRSS2 protein, an EC 50 of 430 pM in blocking host cell entry into Calu-3 human lung epithelial cells of a newly developed VSV SARS-CoV-2 chimeric virus, and an EC 50 of 74 nM in inhibiting cytopathic effects induced by SARS-CoV-2 virus in Calu-3 cells. Further, MM3122 blocks Middle East Respiratory Syndrome Coronavirus (MERS-CoV) cell entry with an EC 50 of 870 pM. MM3122 has excellent metabolic stability, safety, and pharmacokinetics in mice with a half-life of 8.6 hours in plasma and 7.5 h in lung tissue, making it suitable for in vivo efficacy evaluation and a promising drug candidate for COVID-19 treatment.
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Shapira T, Monreal IA, Dion SP, Jager M, Désilets A, Olmstead AD, Vandal T, Buchholz DW, Imbiakha B, Gao G, Chin A, Rees WD, Steiner T, Nabi IR, Marsault E, Sahler J, August A, Van de Walle G, Whittaker GR, Boudreault PL, Aguilar HC, Leduc R, Jean F. A novel highly potent inhibitor of TMPRSS2-like proteases blocks SARS-CoV-2 variants of concern and is broadly protective against infection and mortality in mice. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2021:2021.05.03.442520. [PMID: 33972944 PMCID: PMC8109206 DOI: 10.1101/2021.05.03.442520] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/24/2023]
Abstract
The COVID-19 pandemic caused by the SARS-CoV-2 virus remains a global public health crisis. Although widespread vaccination campaigns are underway, their efficacy is reduced against emerging variants of concern (VOCs) 1,2 . Development of host-directed therapeutics and prophylactics could limit such resistance and offer urgently needed protection against VOCs 3,4 . Attractive pharmacological targets to impede viral entry include type-II transmembrane serine proteases (TTSPs), such as TMPRSS2, whose essential role in the virus lifecycle is responsible for the cleavage and priming of the viral spike protein 5-7 . Here, we identify and characterize a small-molecule compound, N-0385, as the most potent inhibitor of TMPRSS2 reported to date. N-0385 exhibited low nanomolar potency and a selectivity index of >10 6 at inhibiting SARS-CoV-2 infection in human lung cells and in donor-derived colonoids 8 . Importantly, N-0385 acted as a broad-spectrum coronavirus inhibitor of two SARS-CoV-2 VOCs, B.1.1.7 and B.1.351. Strikingly, single daily intranasal administration of N-0385 early in infection significantly improved weight loss and clinical outcomes, and yielded 100% survival in the severe K18-human ACE2 transgenic mouse model of SARS-CoV-2 disease. This demonstrates that TTSP-mediated proteolytic maturation of spike is critical for SARS-CoV-2 infection in vivo and suggests that N-0385 provides a novel effective early treatment option against COVID-19 and emerging SARS-CoV-2 VOCs.
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67
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KC GB, Bocci G, Verma S, Hassan MM, Holmes J, Yang JJ, Sirimulla S, Oprea TI. A machine learning platform to estimate anti-SARS-CoV-2 activities. NAT MACH INTELL 2021. [DOI: 10.1038/s42256-021-00335-w] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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You J, Seok JH, Joo M, Bae JY, Kim JI, Park MS, Kim K. Multifactorial Traits of SARS-CoV-2 Cell Entry Related to Diverse Host Proteases and Proteins. Biomol Ther (Seoul) 2021; 29:249-262. [PMID: 33875625 PMCID: PMC8094071 DOI: 10.4062/biomolther.2021.048] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 03/26/2021] [Accepted: 03/29/2021] [Indexed: 11/05/2022] Open
Abstract
The most effective way to control newly emerging infectious disease, such as the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic, is to strengthen preventative or therapeutic public health strategies before the infection spreads worldwide. However, global health systems remain at the early stages in anticipating effective therapeutics or vaccines to combat the SARS-CoV-2 pandemic. While maintaining social distance is the most crucial metric to avoid spreading the virus, symptomatic therapy given to patients on the clinical manifestations helps save lives. The molecular properties of SARS-CoV-2 infection have been quickly elucidated, paving the way to therapeutics, vaccine development, and other medical interventions. Despite this progress, the detailed biomolecular mechanism of SARS-CoV-2 infection remains elusive. Given virus invasion of cells is a determining factor for virulence, understanding the viral entry process can be a mainstay in controlling newly emerged viruses. Since viral entry is mediated by selective cellular proteases or proteins associated with receptors, identification and functional analysis of these proteins could provide a way to disrupt virus propagation. This review comprehensively discusses cellular machinery necessary for SARS-CoV-2 infection. Understanding multifactorial traits of the virus entry will provide a substantial guide to facilitate antiviral drug development.
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Affiliation(s)
- Jaehwan You
- Department of Microbiology, Institute for Viral Diseases, Korea University College of Medicine, Seoul 02841, Republic of Korea
| | - Jong Hyeon Seok
- Department of Microbiology, Institute for Viral Diseases, Korea University College of Medicine, Seoul 02841, Republic of Korea
| | - Myungsoo Joo
- School of Korean Medicine, Pusan National University, Pusan 50612, Republic of Korea
| | - Joon-Yong Bae
- Department of Microbiology, Institute for Viral Diseases, Korea University College of Medicine, Seoul 02841, Republic of Korea
| | - Jin Il Kim
- Department of Microbiology, Institute for Viral Diseases, Korea University College of Medicine, Seoul 02841, Republic of Korea
- Biosafety Center, Korea University College of Medicine, Seoul 02841, Republic of Korea
| | - Man-Seong Park
- Department of Microbiology, Institute for Viral Diseases, Korea University College of Medicine, Seoul 02841, Republic of Korea
- Biosafety Center, Korea University College of Medicine, Seoul 02841, Republic of Korea
| | - Kisoon Kim
- Department of Microbiology, Institute for Viral Diseases, Korea University College of Medicine, Seoul 02841, Republic of Korea
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69
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Sgrignani J, Cavalli A. Computational Identification of a Putative Allosteric Binding Pocket in TMPRSS2. Front Mol Biosci 2021; 8:666626. [PMID: 33996911 PMCID: PMC8119889 DOI: 10.3389/fmolb.2021.666626] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 04/01/2021] [Indexed: 12/23/2022] Open
Abstract
Camostat, nafamostat, and bromhexine are inhibitors of the transmembrane serine protease TMPRSS2. The inhibition of TMPRSS2 has been shown to prevent the viral infection of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and other viruses. However, while camostat and nafamostat inhibit TMPRSS2 by forming a covalent adduct, the mode of action of bromhexine remains unclear. TMPRSS2 is autocatalytically activated from its inactive form, zymogen, through a proteolytic cleavage that promotes the binding of Ile256 to a putative allosteric pocket (A-pocket). Computer simulations, reported here, indicate that Ile256 binding induces a conformational change in the catalytic site, thus providing the atomistic rationale to the activation process of the enzyme. Furthermore, computational docking and molecular dynamics simulations indicate that bromhexine competes with the N-terminal Ile256 for the same binding site, making it a potential allosteric inhibitor. Taken together, these findings provide the atomistic basis for the development of more selective and potent TMPRSS2 inhibitors.
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Affiliation(s)
- Jacopo Sgrignani
- Institute for Research in Biomedicine, Università della Svizzera Italiana, Bellinzona, Switzerland
| | - Andrea Cavalli
- Institute for Research in Biomedicine, Università della Svizzera Italiana, Bellinzona, Switzerland.,Swiss Institute of Bioinformatics, Lausanne, Switzerland
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70
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Monticelli M, Hay Mele B, Benetti E, Fallerini C, Baldassarri M, Furini S, Frullanti E, Mari F, Andreotti G, Cubellis MV, Renieri A. Protective Role of a TMPRSS2 Variant on Severe COVID-19 Outcome in Young Males and Elderly Women. Genes (Basel) 2021; 12:596. [PMID: 33921689 PMCID: PMC8073081 DOI: 10.3390/genes12040596] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Accepted: 04/09/2021] [Indexed: 02/06/2023] Open
Abstract
The protease encoded by the TMPRSS2 gene facilitates viral infections and has been implicated in the pathogenesis of SARS-CoV-2. We analyzed the TMPRSS2 sequence and correlated the protein variants with the clinical features of a cohort of 1177 patients affected by COVID-19 in Italy. Nine relatively common variants (allele frequency > 0.01) and six missense variants which may affect the protease activity according to PolyPhen-2 in HumVar-trained mode were identified. Among them, p.V197M (p.Val197Met) (rs12329760) emerges as a common variant that has a deleterious effect on the protease and a protective effect on the patients. Its role appears particularly relevant in two subgroups of patients-young males and elderly women-and among those affected by co-morbidities, where the variant frequency is higher among individuals who were mildly affected by the disease and did not need hospitalization or oxygen therapy than among those more severely affected, who required oxygen therapy, ventilation or intubation. This study provides useful information for the identification of patients at risk of developing a severe form of COVID-19, and encourages the usage of drugs affecting the expression of TMPRSS2 or inhibiting protein activity.
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Affiliation(s)
- Maria Monticelli
- Department of Biology, Università Federico II, 80126 Napoli, Italy; (M.M.); (B.H.M.)
| | - Bruno Hay Mele
- Department of Biology, Università Federico II, 80126 Napoli, Italy; (M.M.); (B.H.M.)
- Integrative Marine Ecology Department, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Napoli, Italy
| | - Elisa Benetti
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy; (E.B.); (C.F.); (M.B.); (S.F.); (E.F.); (F.M.); (A.R.)
| | - Chiara Fallerini
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy; (E.B.); (C.F.); (M.B.); (S.F.); (E.F.); (F.M.); (A.R.)
- Medical Genetics, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
| | - Margherita Baldassarri
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy; (E.B.); (C.F.); (M.B.); (S.F.); (E.F.); (F.M.); (A.R.)
- Medical Genetics, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
| | - Simone Furini
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy; (E.B.); (C.F.); (M.B.); (S.F.); (E.F.); (F.M.); (A.R.)
| | - Elisa Frullanti
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy; (E.B.); (C.F.); (M.B.); (S.F.); (E.F.); (F.M.); (A.R.)
- Medical Genetics, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
| | - Francesca Mari
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy; (E.B.); (C.F.); (M.B.); (S.F.); (E.F.); (F.M.); (A.R.)
- Medical Genetics, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
- Genetica Medica, Azienda Ospedaliero-Universitaria Senese, 53100 Siena, Italy
| | | | | | - Maria Vittoria Cubellis
- Department of Biology, Università Federico II, 80126 Napoli, Italy; (M.M.); (B.H.M.)
- Istituto di Chimica Biomolecolare—CNR, 80078 Pozzuoli, Italy
| | - Alessandra Renieri
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy; (E.B.); (C.F.); (M.B.); (S.F.); (E.F.); (F.M.); (A.R.)
- Medical Genetics, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
- Genetica Medica, Azienda Ospedaliero-Universitaria Senese, 53100 Siena, Italy
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Hörnich BF, Großkopf AK, Schlagowski S, Tenbusch M, Kleine-Weber H, Neipel F, Stahl-Hennig C, Hahn AS. SARS-CoV-2 and SARS-CoV Spike-Mediated Cell-Cell Fusion Differ in Their Requirements for Receptor Expression and Proteolytic Activation. J Virol 2021; 95:e00002-21. [PMID: 33608407 PMCID: PMC8104116 DOI: 10.1128/jvi.00002-21] [Citation(s) in RCA: 64] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 02/14/2021] [Indexed: 02/07/2023] Open
Abstract
Severe acute respiratory syndrome-related coronavirus 2 (SARS-CoV-2) infects cells through interaction of its spike protein (SARS2-S) with angiotensin-converting enzyme 2 (ACE2) and activation by proteases, in particular transmembrane protease serine 2 (TMPRSS2). Viruses can also spread through fusion of infected with uninfected cells. We compared the requirements of ACE2 expression, proteolytic activation, and sensitivity to inhibitors for SARS2-S-mediated and SARS-CoV-S (SARS1-S)-mediated cell-cell fusion. SARS2-S-driven fusion was moderately increased by TMPRSS2 and strongly by ACE2, while SARS1-S-driven fusion was strongly increased by TMPRSS2 and less so by ACE2 expression. In contrast to that of SARS1-S, SARS2-S-mediated cell-cell fusion was efficiently activated by batimastat-sensitive metalloproteases. Mutation of the S1/S2 proteolytic cleavage site reduced effector cell-target cell fusion when ACE2 or TMPRSS2 was limiting and rendered SARS2-S-driven cell-cell fusion more dependent on TMPRSS2. When both ACE2 and TMPRSS2 were abundant, initial target cell-effector cell fusion was unaltered compared to that of wild-type (wt) SARS2-S, but syncytia remained smaller. Mutation of the S2 cleavage (S2') site specifically abrogated activation by TMPRSS2 for both cell-cell fusion and SARS2-S-driven pseudoparticle entry but still allowed for activation by metalloproteases for cell-cell fusion and by cathepsins for particle entry. Finally, we found that the TMPRSS2 inhibitor bromhexine, unlike the inhibitor camostat, was unable to reduce TMPRSS2-activated cell-cell fusion by SARS1-S and SARS2-S. Paradoxically, bromhexine enhanced cell-cell fusion in the presence of TMPRSS2, while its metabolite ambroxol exhibited inhibitory activity under some conditions. On Calu-3 lung cells, ambroxol weakly inhibited SARS2-S-driven lentiviral pseudoparticle entry, and both substances exhibited a dose-dependent trend toward weak inhibition of authentic SARS-CoV-2.IMPORTANCE Cell-cell fusion allows viruses to infect neighboring cells without the need to produce free virus and contributes to tissue damage by creating virus-infected syncytia. Our results demonstrate that the S2' cleavage site is essential for activation by TMPRSS2 and unravel important differences between SARS-CoV and SARS-CoV-2, among those, greater dependence of SARS-CoV-2 on ACE2 expression and activation by metalloproteases for cell-cell fusion. Bromhexine, reportedly an inhibitor of TMPRSS2, is currently being tested in clinical trials against coronavirus disease 2019. Our results indicate that bromhexine enhances fusion under some conditions. We therefore caution against the use of bromhexine in high dosages until its effects on SARS-CoV-2 spike activation are better understood. The related compound ambroxol, which similarly to bromhexine is clinically used as an expectorant, did not exhibit activating effects on cell-cell fusion. Both compounds exhibited weak inhibitory activity against SARS-CoV-2 infection at high concentrations, which might be clinically attainable for ambroxol.
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Affiliation(s)
- Bojan F Hörnich
- Nachwuchsgruppe Herpesviren, Abteilung Infektionsbiologie, Deutsches Primatenzentrum-Leibniz-Institut für Primatenforschung, Göttingen, Germany
| | - Anna K Großkopf
- Nachwuchsgruppe Herpesviren, Abteilung Infektionsbiologie, Deutsches Primatenzentrum-Leibniz-Institut für Primatenforschung, Göttingen, Germany
| | - Sarah Schlagowski
- Nachwuchsgruppe Herpesviren, Abteilung Infektionsbiologie, Deutsches Primatenzentrum-Leibniz-Institut für Primatenforschung, Göttingen, Germany
| | - Matthias Tenbusch
- Virologisches Institut, Universitätsklinikum Erlangen, Erlangen, Germany
| | - Hannah Kleine-Weber
- Abteilung Infektionsbiologie, Deutsches Primatenzentrum-Leibniz-Institut für Primatenforschung, Göttingen, Germany
| | - Frank Neipel
- Virologisches Institut, Universitätsklinikum Erlangen, Erlangen, Germany
| | - Christiane Stahl-Hennig
- Abteilung Infektionsmodelle, Deutsches Primatenzentrum-Leibniz-Institut für Primatenforschung, Göttingen, Germany
| | - Alexander S Hahn
- Nachwuchsgruppe Herpesviren, Abteilung Infektionsbiologie, Deutsches Primatenzentrum-Leibniz-Institut für Primatenforschung, Göttingen, Germany
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72
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Peiffer AL, Garlick JM, Wu Y, Soellner MB, Brooks CL, Mapp AK. TMPRSS2 inhibitor discovery facilitated through an in silico and biochemical screening platform. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2021:2021.03.22.436465. [PMID: 33791707 PMCID: PMC8010734 DOI: 10.1101/2021.03.22.436465] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The COVID-19 pandemic has highlighted the need for new antiviral targets, as many of the currently approved drugs have proven ineffective against mitigating SARS-CoV-2 infections. The host transmembrane serine protease TMPRSS2 is a highly promising antiviral target, as it plays a direct role in priming the spike protein before viral entry occurs. Further, unlike other targets such as ACE2, TMPRSS2 has no known biological role. Here we utilize virtual screening to curate large libraries into a focused collection of potential inhibitors. Optimization of a recombinant expression and purification protocol for the TMPRSS2 peptidase domain facilitates subsequent biochemical screening and characterization of selected compounds from the curated collection in a kinetic assay. In doing so, we demonstrate that serine protease inhibitors camostat, nafamostat, and gabexate inhibit through a covalent mechanism. We further identify new non-covalent compounds as TMPRSS2 protease inhibitors, demonstrating the utility of a combined virtual and experimental screening campaign in rapid drug discovery efforts.
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Affiliation(s)
- Amanda L. Peiffer
- Life Sciences Institute, University of Michigan, Ann Arbor, MI 48019
- Program in Chemical Biology, University of Michigan, Ann Arbor, MI 48109
| | - Julie M. Garlick
- Life Sciences Institute, University of Michigan, Ann Arbor, MI 48019
- Department of Chemistry, University of Michigan, Ann Arbor, MI 48109
| | - Yujin Wu
- Department of Chemistry, University of Michigan, Ann Arbor, MI 48109
| | - Matthew B. Soellner
- Program in Chemical Biology, University of Michigan, Ann Arbor, MI 48109
- Department of Chemistry, University of Michigan, Ann Arbor, MI 48109
| | - Charles L. Brooks
- Program in Chemical Biology, University of Michigan, Ann Arbor, MI 48109
- Department of Chemistry, University of Michigan, Ann Arbor, MI 48109
- Department of Biophysics, University of Michigan, Ann Arbor, MI 48109
| | - Anna K. Mapp
- Life Sciences Institute, University of Michigan, Ann Arbor, MI 48019
- Program in Chemical Biology, University of Michigan, Ann Arbor, MI 48109
- Department of Chemistry, University of Michigan, Ann Arbor, MI 48109
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73
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Unal MA, Bitirim CV, Summak GY, Bereketoglu S, Cevher Zeytin I, Besbinar O, Gurcan C, Aydos D, Goksoy E, Kocakaya E, Eran Z, Murat M, Demir N, Aksoy Ozer ZB, Somers J, Demir E, Nazir H, Ozkan SA, Ozkul A, Azap A, Yilmazer A, Akcali KC. Ribavirin shows antiviral activity against SARS-CoV-2 and downregulates the activity of TMPRSS2 and the expression of ACE2 in vitro. Can J Physiol Pharmacol 2021; 99:449-460. [PMID: 33689451 DOI: 10.1139/cjpp-2020-0734] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Ribavirin is a guanosine analog with broad-spectrum antiviral activity against RNA viruses. Based on this, we aimed to show the anti-SARS-CoV-2 activity of this drug molecule via in vitro, in silico, and molecular techniques. Ribavirin showed antiviral activity in Vero E6 cells following SARS-CoV-2 infection, whereas the drug itself did not show any toxic effect over the concentration range tested. In silico analysis suggested that ribavirin has a broad-spectrum impact on SARS-CoV-2, acting at different viral proteins. According to the detailed molecular techniques, ribavirin was shown to decrease the expression of TMPRSS2 at both mRNA and protein levels 48 h after treatment. The suppressive effect of ribavirin in ACE2 protein expression was shown to be dependent on cell types. Finally, proteolytic activity assays showed that ribavirin also showed an inhibitory effect on the TMPRSS2 enzyme. Based on these results, we hypothesized that ribavirin may inhibit the expression of TMPRSS2 by modulating the formation of inhibitory G-quadruplex structures at the TMPRSS2 promoter. As a conclusion, ribavirin is a potential antiviral drug for the treatment against SARS-CoV-2, and it interferes with the effects of TMPRSS2 and ACE2 expression.
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Affiliation(s)
| | | | | | - Sidar Bereketoglu
- Faculty of Science, Department of Biology, Ankara University, TR-06100 Ankara, Turkey
| | | | - Omur Besbinar
- Stem Cell Institute, Ankara University, TR-06100 Ankara, Turkey
| | - Cansu Gurcan
- Stem Cell Institute, Ankara University, TR-06100 Ankara, Turkey
| | - Dunya Aydos
- Stem Cell Institute, Ankara University, TR-06100 Ankara, Turkey
| | - Ezgi Goksoy
- Stem Cell Institute, Ankara University, TR-06100 Ankara, Turkey
| | - Ebru Kocakaya
- Stem Cell Institute, Ankara University, TR-06100 Ankara, Turkey
| | - Zeynep Eran
- Stem Cell Institute, Ankara University, TR-06100 Ankara, Turkey
| | - Merve Murat
- Department of Biological Sciences, Middle East Technical University, TR-06800 Ankara, Turkey
| | - Nil Demir
- Department of Biological Sciences, Middle East Technical University, TR-06800 Ankara, Turkey
| | | | - Julia Somers
- Department of Molecular and Medical Genetics, Oregon Health & Sciences University, 3222 SW Research Drive, Portland, OR 97239, USA
| | - Emek Demir
- Department of Molecular and Medical Genetics, Oregon Health & Sciences University, 3222 SW Research Drive, Portland, OR 97239, USA
| | - Hasan Nazir
- Faculty of Science, Department of Chemistry, Ankara University, TR-06100 Ankara, Turkey
| | - Sibel Aysil Ozkan
- Faculty of Pharmacy, Department of Analytical Chemistry, Ankara University, TR-06100 Ankara, Turkey
| | - Aykut Ozkul
- Faculty of Veterinary, Department of Virology, Ankara University, TR-06110 Ankara, Turkey
| | - Alpay Azap
- School of Medicine, Department of Infectious Diseases and Clinical Microbiology, Ankara University, TR-06230 Ankara, Turkey
| | - Acelya Yilmazer
- Stem Cell Institute, Ankara University, TR-06100 Ankara, Turkey.,Faculty of Engineering, Department of Biomedical Engineering, Ankara University, TR-06830 Ankara, Turkey
| | - Kamil Can Akcali
- Stem Cell Institute, Ankara University, TR-06100 Ankara, Turkey.,School of Medicine, Department of Biophysics, Ankara University, TR-06230 Ankara, Turkey
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74
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Effective drugs used to combat SARS-CoV-2 infection and the current status of vaccines. Biomed Pharmacother 2021; 137:111330. [PMID: 33550043 PMCID: PMC7843108 DOI: 10.1016/j.biopha.2021.111330] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 01/24/2021] [Accepted: 01/25/2021] [Indexed: 02/06/2023] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a causal factor of the coronavirus disease 2019 (COVID-19). Drug repurposing, portraying patented drugs as a successful drug development technique, could shorten the period and minimize costs relative to de novo drug exploration. Recently several drugs have been used as anti-SARS-CoV-2 such as Remdesivir, Favipiravir, Hydroxychloroquine, Azithromycin, Lopinavir/Ritonavir, Nafamostat mesylate and so on. Despite such efforts, there is currently no successful broad-spectrum antiviral countermeasures to combat SARS-CoV-2 or possibly potential CoVs pandemic. Therefore it is desperately important to recognize and test widely efficient, reliable anti-CoV therapies now and in the future. Remdesivir and Favipiravir were more promising despite having side effects; it had prominent efficacy and efficiency while still not yet approved as the official anti-viral drug for SARS CoV-2. In this review, we summarizes the current drug and vaccine discovery status against SARS-CoV-2, predicting that these efforts will help create effective drugs and vaccines for SARS-CoV-2.
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75
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Chen CZ, Shinn P, Itkin Z, Eastman RT, Bostwick R, Rasmussen L, Huang R, Shen M, Hu X, Wilson KM, Brooks BM, Guo H, Zhao T, Klump-Thomas C, Simeonov A, Michael SG, Lo DC, Hall MD, Zheng W. Drug Repurposing Screen for Compounds Inhibiting the Cytopathic Effect of SARS-CoV-2. Front Pharmacol 2021; 11:592737. [PMID: 33708112 PMCID: PMC7942396 DOI: 10.3389/fphar.2020.592737] [Citation(s) in RCA: 61] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Accepted: 11/04/2020] [Indexed: 11/23/2022] Open
Abstract
Drug repurposing is a rapid approach to identify therapeutics for the treatment of emerging infectious diseases such as COVID-19. To address the urgent need for treatment options, we carried out a quantitative high-throughput screen using a SARS-CoV-2 cytopathic assay with a compound collection of 8,810 approved and investigational drugs, mechanism-based bioactive compounds, and natural products. Three hundred and nineteen compounds with anti-SARS-CoV-2 activities were identified and confirmed, including 91 approved drugs and 49 investigational drugs. The anti-SARS-CoV-2 activities of 230 of these confirmed compounds, of which 38 are approved drugs, have not been previously reported. Chlorprothixene, methotrimeprazine, and piperacetazine were the three most potent FDA-approved drugs with anti-SARS-CoV-2 activities. These three compounds have not been previously reported to have anti-SARS-CoV-2 activities, although their antiviral activities against SARS-CoV and Ebola virus have been reported. These results demonstrate that this comprehensive data set is a useful resource for drug repurposing efforts, including design of new drug combinations for clinical trials for SARS-CoV-2.
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Affiliation(s)
- Catherine Z. Chen
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Paul Shinn
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Zina Itkin
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Richard T. Eastman
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | | | | | - Ruili Huang
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Min Shen
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Xin Hu
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Kelli M. Wilson
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Brianna M. Brooks
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Hui Guo
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Tongan Zhao
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Carleen Klump-Thomas
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Samuel G. Michael
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Donald C. Lo
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Matthew D. Hall
- National Center for Advancing Translational Sciences, Rockville, MD, United States
| | - Wei Zheng
- National Center for Advancing Translational Sciences, Rockville, MD, United States
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76
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The role of chemical biology in the fight against SARS-CoV-2. Biochem J 2021; 478:157-177. [PMID: 33439990 DOI: 10.1042/bcj20200514] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 12/16/2020] [Accepted: 12/21/2020] [Indexed: 01/18/2023]
Abstract
Since late 2019, biomedical labs all over the world have been struggling to cope with the 'new normal' and to find ways in which they can contribute to the fight against COVID-19. In this unique situation where a biomedical issue dominates people's lives and the news cycle, chemical biology has a great deal to contribute. This review will describe the importance of science at the chemistry/biology interface to both understand and combat the SARS-CoV-2 pandemic.
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77
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Cavasotto CN, Lamas MS, Maggini J. Functional and druggability analysis of the SARS-CoV-2 proteome. Eur J Pharmacol 2021; 890:173705. [PMID: 33137330 PMCID: PMC7604074 DOI: 10.1016/j.ejphar.2020.173705] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 10/21/2020] [Accepted: 10/29/2020] [Indexed: 02/08/2023]
Abstract
The infectious coronavirus disease (COVID-19) pandemic, caused by the coronavirus SARS-CoV-2, appeared in December 2019 in Wuhan, China, and has spread worldwide. As of today, more than 46 million people have been infected and over 1.2 million fatalities. With the purpose of contributing to the development of effective therapeutics, we performed an in silico determination of binding hot-spots and an assessment of their druggability within the complete SARS-CoV-2 proteome. All structural, non-structural, and accessory proteins have been studied, and whenever experimental structural data of SARS-CoV-2 proteins were not available, homology models were built based on solved SARS-CoV structures. Several potential allosteric or protein-protein interaction druggable sites on different viral targets were identified, knowledge that could be used to expand current drug discovery endeavors beyond the currently explored cysteine proteases and the polymerase complex. It is our hope that this study will support the efforts of the scientific community both in understanding the molecular determinants of this disease and in widening the repertoire of viral targets in the quest for repurposed or novel drugs against COVID-19.
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Affiliation(s)
- Claudio N Cavasotto
- Computational Drug Design and Biomedical Informatics Laboratory, Translational Medicine Research Institute (IIMT), CONICET-Universidad Austral, Pilar, Buenos Aires, Argentina; Facultad de Ciencias Biomédicas, Facultad de Ingeniería, Universidad Austral, Pilar, Buenos Aires, Argentina; Austral Institute for Applied Artificial Intelligence, Universidad Austral, Pilar, Buenos Aires, Argentina.
| | - Maximiliano Sánchez Lamas
- Austral Institute for Applied Artificial Intelligence, Universidad Austral, Pilar, Buenos Aires, Argentina; Meton AI, Inc., Wilmington, DE, 19801, USA
| | - Julián Maggini
- Austral Institute for Applied Artificial Intelligence, Universidad Austral, Pilar, Buenos Aires, Argentina; Technology Transfer Office, Universidad Austral, Pilar, Buenos Aires, Argentina
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78
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El Amri C. Serine Protease Inhibitors to Treat Lung Inflammatory Diseases. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1304:215-226. [PMID: 34019272 DOI: 10.1007/978-3-030-68748-9_13] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Lung is a vital organ that ensures breathing function. It provides the essential interface of air filtering providing oxygen to the whole body and eliminating carbon dioxide in the blood; because of its exposure to the external environment, it is fall prey to many exogenous elements, such as pathogens, especially viral infections or environmental toxins and chemicals. These exogenous actors in addition to intrinsic disorders lead to important inflammatory responses that compromise lung tissue and normal functioning. Serine proteases regulating inflammation responses are versatile enzymes, usually involved in pro-inflammatory cytokines or other molecular mediator's production and activation of immune cells. In this chapter, an overview on major serine proteases in airway inflammation as therapeutic targets and their clinically relevant inhibitors is provided. Recent updates on serine protease inhibitors in the context of the COVID-19 pandemic are summarized.
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Affiliation(s)
- Chahrazade El Amri
- Sorbonne Université, Faculty of Sciences and Engineering, IBPS, UMR 8256 CNRS-UPMC, ERL INSERM U1164, Biological Adaptation and Ageing, Paris, France.
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79
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Abstract
The unprecedented pandemic of coronavirus disease 2019 (COVID-19) demands effective treatment for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. The infection of SARS-CoV-2 critically depends on diverse viral or host proteases, which mediate viral entry, viral protein maturation, as well as the pathogenesis of the viral infection. Endogenous and exogenous agents targeting for proteases have been proved to be effective toward a variety of viral infections ranging from HIV to influenza virus, suggesting protease inhibitors as a promising antiviral treatment for COVID-19. In this Review, we discuss how host and viral proteases participated in the pathogenesis of COVID-19 as well as the prospects and ongoing clinical trials of protease inhibitors as treatments.
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Affiliation(s)
- Binquan Luan
- Computational
Biological Center, IBM Thomas J. Watson
Research, Yorktown
Heights, New York 10598, United States
| | - Tien Huynh
- Computational
Biological Center, IBM Thomas J. Watson
Research, Yorktown
Heights, New York 10598, United States
| | - Xuemei Cheng
- Department
of Physics, Bryn Mawr College, Bryn Mawr, Pennsylvania 19010, United States
| | - Ganhui Lan
- Covance,
Inc., 206 Carnegie Center
Drive, Princeton, New Jersey 08540, United States
| | - Hao-Ran Wang
- Neoland
Biosciences, Medford, Massachusetts 02155, United States
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80
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Govinda KC, Bocci G, Verma S, Hassan M, Holmes J, Yang JJ, Sirimulla S, Oprea TI. REDIAL-2020: A suite of machine learning models to estimate Anti-SARS-CoV-2 activities. CHEMRXIV : THE PREPRINT SERVER FOR CHEMISTRY 2020:12915779. [PMID: 33200119 PMCID: PMC7668752 DOI: 10.26434/chemrxiv.12915779] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Revised: 09/16/2020] [Indexed: 11/09/2022]
Abstract
Strategies for drug discovery and repositioning are an urgent need with respect to COVID-19. We developed "REDIAL-2020", a suite of machine learning models for estimating small molecule activity from molecular structure, for a range of SARS-CoV-2 related assays. Each classifier is based on three distinct types of descriptors (fingerprint, physicochemical, and pharmacophore) for parallel model development. These models were trained using high throughput screening data from the NCATS COVID19 portal (https://opendata.ncats.nih.gov/covid19/index.html), with multiple categorical machine learning algorithms. The "best models" are combined in an ensemble consensus predictor that outperforms single models where external validation is available. This suite of machine learning models is available through the DrugCentral web portal (http://drugcentral.org/Redial). Acceptable input formats are: drug name, PubChem CID, or SMILES; the output is an estimate of anti-SARS-CoV-2 activities. The web application reports estimated activity across three areas (viral entry, viral replication, and live virus infectivity) spanning six independent models, followed by a similarity search that displays the most similar molecules to the query among experimentally determined data. The ML models have 60% to 74% external predictivity, based on three separate datasets. Complementing the NCATS COVID19 portal, REDIAL-2020 can serve as a rapid online tool for identifying active molecules for COVID-19 treatment. The source code and specific models are available through Github (https://github.com/sirimullalab/redial-2020), or via Docker Hub (https://hub.docker.com/r/sirimullalab/redial-2020) for users preferring a containerized version.
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Affiliation(s)
- KC Govinda
- Computational Science Program, The University of Texas at El Paso, Texas 79968, USA
- Department of Pharmaceutical Sciences, School of Pharmacy, The University of Texas at El Paso, Texas 79902, USA
| | - Giovanni Bocci
- Translational Informatics Division, Department of Internal Medicine; University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Srijan Verma
- Department of Pharmaceutical Sciences, School of Pharmacy, The University of Texas at El Paso, Texas 79902, USA
- Department of Pharmacy, Birla Institute of Technology and Science, Pilani, Pilani Campus, Rajasthan, 333031, India
| | - Mahmudulla Hassan
- Department of Computer Science, The University of Texas at El Paso, Texas 79968, USA
| | - Jayme Holmes
- Translational Informatics Division, Department of Internal Medicine; University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Jeremy J. Yang
- Translational Informatics Division, Department of Internal Medicine; University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Suman Sirimulla
- Computational Science Program, The University of Texas at El Paso, Texas 79968, USA
- Department of Pharmaceutical Sciences, School of Pharmacy, The University of Texas at El Paso, Texas 79902, USA
- Department of Computer Science, The University of Texas at El Paso, Texas 79968, USA
| | - Tudor I. Oprea
- Translational Informatics Division, Department of Internal Medicine; University of New Mexico Health Sciences Center, Albuquerque, NM, USA
- Autophagy Inflammation and Metabolism Center of Biomedical Research Excellence, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
- Department of Rheumatology and Inflammation Research, Institute of Medicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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81
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Tzou PL, Tao K, Nouhin J, Rhee SY, Hu BD, Pai S, Parkin N, Shafer RW. Coronavirus Antiviral Research Database (CoV-RDB): An Online Database Designed to Facilitate Comparisons between Candidate Anti-Coronavirus Compounds. Viruses 2020; 12:E1006. [PMID: 32916958 PMCID: PMC7551675 DOI: 10.3390/v12091006] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 08/29/2020] [Accepted: 09/04/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND To prioritize the development of antiviral compounds, it is necessary to compare their relative preclinical activity and clinical efficacy. METHODS We reviewed in vitro, animal model, and clinical studies of candidate anti-coronavirus compounds and placed extracted data in an online relational database. RESULTS As of August 2020, the Coronavirus Antiviral Research Database (CoV-RDB; covdb.stanford.edu) contained over 2800 cell culture, entry assay, and biochemical experiments, 259 animal model studies, and 73 clinical studies from over 400 published papers. SARS-CoV-2, SARS-CoV, and MERS-CoV account for 85% of the data. Approximately 75% of experiments involved compounds with known or likely mechanisms of action, including monoclonal antibodies and receptor binding inhibitors (21%), viral protease inhibitors (17%), miscellaneous host-acting inhibitors (10%), polymerase inhibitors (9%), interferons (7%), fusion inhibitors (5%), and host protease inhibitors (5%). Of 975 compounds with known or likely mechanism, 135 (14%) are licensed in the U.S. for other indications, 197 (20%) are licensed outside the U.S. or are in human trials, and 595 (61%) are pre-clinical investigational compounds. CONCLUSION CoV-RDB facilitates comparisons between different candidate antiviral compounds, thereby helping scientists, clinical investigators, public health officials, and funding agencies prioritize the most promising compounds and repurposed drugs for further development.
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Affiliation(s)
- Philip L. Tzou
- Division of Infectious Diseases, Stanford University School of Medicine, Stanford, CA 94305, USA; (K.T.); (J.N.); (S.-Y.R.)
| | - Kaiming Tao
- Division of Infectious Diseases, Stanford University School of Medicine, Stanford, CA 94305, USA; (K.T.); (J.N.); (S.-Y.R.)
| | - Janin Nouhin
- Division of Infectious Diseases, Stanford University School of Medicine, Stanford, CA 94305, USA; (K.T.); (J.N.); (S.-Y.R.)
| | - Soo-Yon Rhee
- Division of Infectious Diseases, Stanford University School of Medicine, Stanford, CA 94305, USA; (K.T.); (J.N.); (S.-Y.R.)
| | - Benjamin D. Hu
- Undergraduate School of Humanities and Sciences, Stanford University, Stanford, CA 94305, USA;
| | - Shruti Pai
- Undergraduate Studies, University of California, Berkeley, CA 94720, USA;
| | - Neil Parkin
- Data First Consulting Inc., Sebastopol, CA 95472, USA;
| | - Robert W. Shafer
- Division of Infectious Diseases, Stanford University School of Medicine, Stanford, CA 94305, USA; (K.T.); (J.N.); (S.-Y.R.)
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