1
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van der Horst D, Carter-Timofte ME, Danneels A, Silva da Costa L, Kurmasheva N, Thielke AL, Hansen AL, Chorošajev V, Holm CK, Belouzard S, de Weber I, Beny C, Olagnier D. Large-scale deep learning identifies the antiviral potential of PKI-179 and MTI-31 against coronaviruses. Antiviral Res 2024; 231:106012. [PMID: 39332537 DOI: 10.1016/j.antiviral.2024.106012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 08/29/2024] [Accepted: 09/23/2024] [Indexed: 09/29/2024]
Abstract
Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) has led to the global pandemic of Coronavirus Disease (2019) (COVID-19), underscoring the urgency for effective antiviral drugs. Despite the development of different vaccination strategies, the search for specific antiviral compounds remains crucial. Here, we combine machine learning (ML) techniques with in vitro validation to efficiently identify potential antiviral compounds. We overcome the limited amount of SARS-CoV-2 data available for ML using various techniques, supplemented with data from diverse biomedical assays, which enables end-to-end training of a deep neural network architecture. We use its predictions to identify and prioritize compounds for in vitro testing. Two top-hit compounds, PKI-179 and MTI-31, originally identified as Pi3K-mTORC1/2 pathway inhibitors, exhibit significant antiviral activity against SARS-CoV-2 at low micromolar doses. Notably, both compounds outperform the well-known mTOR inhibitor rapamycin. Furthermore, PKI-179 and MTI-31 demonstrate broad-spectrum antiviral activity against SARS-CoV-2 variants of concern and other coronaviruses. In a physiologically relevant model, both compounds show antiviral effects in primary human airway epithelial (HAE) cultures derived from healthy donors cultured in an air-liquid interface (ALI). This study highlights the potential of ML combined with in vitro testing to expedite drug discovery, emphasizing the adaptability of AI-driven approaches across different viruses, thereby contributing to pandemic preparedness.
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Affiliation(s)
| | | | - Adeline Danneels
- Univ. Lille, CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, U1019 - UMR 9017 - CIIL- Center for Infection and Immunity of Lille, Lille, 59000, France
| | | | - Naziia Kurmasheva
- Aarhus University, Department of Biomedicine, Aarhus C, 8000, Denmark
| | - Anne L Thielke
- Aarhus University, Department of Biomedicine, Aarhus C, 8000, Denmark
| | | | | | - Christian K Holm
- Aarhus University, Department of Biomedicine, Aarhus C, 8000, Denmark
| | - Sandrine Belouzard
- Univ. Lille, CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, U1019 - UMR 9017 - CIIL- Center for Infection and Immunity of Lille, Lille, 59000, France
| | | | | | - David Olagnier
- Aarhus University, Department of Biomedicine, Aarhus C, 8000, Denmark.
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2
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Gege C, Hahn F, Wangen C, Häge S, Herrmann A, Uhlig N, Eberlein V, Issmail L, Klopfleisch R, Grunwald T, Marschall M, Kohlhof H, Vitt D. Synthesis and Characterization of DHODH Inhibitors Based on the Vidofludimus Scaffold with Pronounced Anti-SARS-CoV-2 Activity. ChemMedChem 2024; 19:e202400292. [PMID: 38887198 DOI: 10.1002/cmdc.202400292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 06/14/2024] [Accepted: 06/17/2024] [Indexed: 06/20/2024]
Abstract
New strategies for the rapid development of broad-spectrum antiviral therapies are urgently required for emerging and re-emerging viruses like the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Host-directed antivirals that target universal cellular metabolic pathways necessary for viral replication present a promising approach with broad-spectrum activity and low potential for development of viral resistance. Dihydroorotate dehydrogenase (DHODH) was identified as one of those universal host factors essential for the replication of many clinically relevant human pathogenic viruses. DHODH is the rate-limiting enzyme catalyzing the fourth step in the de novo pyrimidine synthesis. Therefore, it is also developed as a therapeutic target for many diseases relying on cellular pyrimidine resources, such as cancer, autoimmune diseases and viral or bacterial infection. Thus, several DHODH inhibitors, including vidofludimus calcium (VidoCa, IMU-838), are currently in development or have been investigated in clinical trials for the treatment of virus infections such as SARS-CoV-2-mediated coronavirus disease 19 (COVID-19). Here, we report the medicinal chemistry optimization of VidoCa that resulted in metabolically more stable derivatives with improved DHODH target inhibition in various mammalian species, which translated into improved efficacy against SARS-CoV-2.
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Affiliation(s)
- Christian Gege
- Immunic AG, Lochhamer Schlag 21, 82166, Gräfelfing, Germany
| | - Friedrich Hahn
- Institute for Clinical and Molecular Virology, Friedrich-Alexander University of Erlangen-Nürnberg (FAU), Schlossgarten 4, 91054, Erlangen, Germany
| | - Christina Wangen
- Institute for Clinical and Molecular Virology, Friedrich-Alexander University of Erlangen-Nürnberg (FAU), Schlossgarten 4, 91054, Erlangen, Germany
| | - Sigrun Häge
- Institute for Clinical and Molecular Virology, Friedrich-Alexander University of Erlangen-Nürnberg (FAU), Schlossgarten 4, 91054, Erlangen, Germany
| | | | - Nadja Uhlig
- Department of Vaccines and Infection Models, Unit Preclinical Validation, Fraunhofer-Institute for Cell Therapy and Immunology IZI, Perlickstrasse 1, 04103, Leipzig, Germany
| | - Valentina Eberlein
- Department of Vaccines and Infection Models, Unit Preclinical Validation, Fraunhofer-Institute for Cell Therapy and Immunology IZI, Perlickstrasse 1, 04103, Leipzig, Germany
| | - Leila Issmail
- Department of Vaccines and Infection Models, Unit Preclinical Validation, Fraunhofer-Institute for Cell Therapy and Immunology IZI, Perlickstrasse 1, 04103, Leipzig, Germany
| | - Robert Klopfleisch
- Institute of Veterinary Pathology, Freie Universität Berlin, Robert-von-Ostertag-Str. 15, 14163, Berlin, Germany
| | - Thomas Grunwald
- Department of Vaccines and Infection Models, Unit Preclinical Validation, Fraunhofer-Institute for Cell Therapy and Immunology IZI, Perlickstrasse 1, 04103, Leipzig, Germany
| | - Manfred Marschall
- Institute for Clinical and Molecular Virology, Friedrich-Alexander University of Erlangen-Nürnberg (FAU), Schlossgarten 4, 91054, Erlangen, Germany
| | - Hella Kohlhof
- Immunic AG, Lochhamer Schlag 21, 82166, Gräfelfing, Germany
| | - Daniel Vitt
- Immunic AG, Lochhamer Schlag 21, 82166, Gräfelfing, Germany
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3
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Kakavandi S, Hajikhani B, Azizi P, Aziziyan F, Nabi-Afjadi M, Farani MR, Zalpoor H, Azarian M, Saadi MI, Gharesi-Fard B, Terpos E, Zare I, Motamedifar M. COVID-19 in patients with anemia and haematological malignancies: risk factors, clinical guidelines, and emerging therapeutic approaches. Cell Commun Signal 2024; 22:126. [PMID: 38360719 PMCID: PMC10868124 DOI: 10.1186/s12964-023-01316-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 09/13/2023] [Indexed: 02/17/2024] Open
Abstract
Extensive research in countries with high sociodemographic indices (SDIs) to date has shown that coronavirus disease 2019 (COVID-19) may be directly associated with more severe outcomes among patients living with haematological disorders and malignancies (HDMs). Because individuals with moderate to severe immunodeficiency are likely to undergo persistent infections, shed virus particles for prolonged periods, and lack an inflammatory or abortive phase, this represents an overall risk of morbidity and mortality from COVID-19. In cases suffering from HDMs, further investigation is needed to achieve a better understanding of triviruses and a group of related variants in patients with anemia and HDMs, as well as their treatment through vaccines, drugs, and other methods. Against this background, the present study aimed to delineate the relationship between HDMs and the novel COVID-19, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Besides, effective treatment options for HDM cases were further explored to address this epidemic and its variants. Therefore, learning about how COVID-19 manifests in these patients, along with exploiting the most appropriate treatments, may lead to the development of treatment and care strategies by clinicians and researchers to help patients recover faster. Video Abstract.
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Affiliation(s)
- Sareh Kakavandi
- Department of Bacteriology and Virology, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Bahareh Hajikhani
- Department of Microbiology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Paniz Azizi
- Psychological and Brain Science Departments, Program in Neuroscience, Indiana University, Bloomington, IN, USA
| | - Fatemeh Aziziyan
- Department of Biochemistry, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | - Mohsen Nabi-Afjadi
- Department of Biochemistry, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | - Marzieh Ramezani Farani
- Department of Biological Sciences and Bioengineering, Nano Bio High-Tech Materials Research Center, Inha University, Incheon, 22212, Republic of Korea
| | - Hamidreza Zalpoor
- Student Research Committee, Fasa University of Medical Sciences, Fasa, Iran
- Network of Immunity in Infection, Malignancy & Autoimmunity (NIIMA), Universal Scientific Education & Research Network (USERN), Tehran, Iran
| | - Maryam Azarian
- Department of Radiology, Charité - Universitätsmedizin Berlin, 10117, Berlin, Germany
| | | | | | - Evangelos Terpos
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Iman Zare
- Research and Development Department, Sina Medical Biochemistry Technologies Co., Ltd., Shiraz, 7178795844, Iran.
| | - Mohammad Motamedifar
- Department of Bacteriology and Virology, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran.
- Shiraz HIV/AIDS Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran.
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4
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Jahajeeah D, Ranghoo-Sanmukhiya M, Schäfer G. Metabolic Profiling, Antiviral Activity and the Microbiome of Some Mauritian Soft Corals. Mar Drugs 2023; 21:574. [PMID: 37999398 PMCID: PMC10672535 DOI: 10.3390/md21110574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 10/29/2023] [Accepted: 10/30/2023] [Indexed: 11/25/2023] Open
Abstract
Soft corals, recognized as sessile marine invertebrates, rely mainly on chemical, rather than physical defense, by secreting intricate secondary metabolites with plausible pharmaceutical implication. Their ecological niche encompasses a diverse community of symbiotic microorganisms which potentially contribute to the biosynthesis of these bioactive metabolites. The emergence of new viruses and heightened viral resistance underscores the urgency to explore novel pharmacological reservoirs. Thus, marine organisms, notably soft corals and their symbionts, have drawn substantial attention. In this study, the chemical composition of four Mauritian soft corals: Sinularia polydactya, Cespitularia simplex, Lobophytum patulum, and Lobophytum crassum was investigated using LC-MS techniques. Concurrently, Illumina 16S metagenomic sequencing was used to identify the associated bacterial communities in the named soft corals. The presence of unique biologically important compounds and vast microbial communities found therein was further followed up to assess their antiviral effects against SARS-CoV-2 and HPV pseudovirus infection. Strikingly, among the studied soft corals, L. patulum displayed an expansive repertoire of unique metabolites alongside a heightened bacterial consort. Moreover, L. patulum extracts exerted some promising antiviral activity against SARS-CoV-2 and HPV pseudovirus infection, and our findings suggest that L. patulum may have the potential to serve as a therapeutic agent in the prevention of infectious diseases, thereby warranting further investigation.
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Affiliation(s)
- Deeya Jahajeeah
- Department of Agricultural & Food Science, Faculty of Agriculture, University of Mauritius, Reduit 80837, Mauritius;
- International Centre for Genetic Engineering and Biotechnology, Cape Town 7925, South Africa;
| | - Mala Ranghoo-Sanmukhiya
- Department of Agricultural & Food Science, Faculty of Agriculture, University of Mauritius, Reduit 80837, Mauritius;
| | - Georgia Schäfer
- International Centre for Genetic Engineering and Biotechnology, Cape Town 7925, South Africa;
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Wang L, Sanon A, Khoiriyah Z, Verwimp S, Abdelnabi R, Delang L. Tarsal exposure to atovaquone inhibits chikungunya virus transmission by Aedes aegypti mosquitoes, but not the transmission of Zika virus. Antiviral Res 2023; 217:105694. [PMID: 37532005 DOI: 10.1016/j.antiviral.2023.105694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 07/10/2023] [Accepted: 07/30/2023] [Indexed: 08/04/2023]
Abstract
The antimalarial drug atovaquone was recently reported to inhibit the in vitro replication of different arboviruses, including chikungunya virus (CHIKV) and Zika virus (ZIKV). Furthermore, atovaquone was shown to block Plasmodium parasite transmission by Anopheles mosquitoes when the mosquitoes were exposed to low concentrations on treated surfaces (i.e. tarsal exposure). Therefore, we evaluated the anti-CHIKV and -ZIKV effects of atovaquone via tarsal exposure in Aedes aegypti mosquitoes. We first confirmed that atovaquone exerted a dose-dependent antiviral effect on CHIKV and ZIKV replication in mosquito-derived cells. The modest antiviral effect could be rescued by adding exogenous uridine. Next, we assessed the effect of tarsal exposure to atovaquone on the fitness of Ae. aegypti. Concentrations up to 100 μmol/m2 did not affect the fecundity and egg-hatching rate. No significant effect on mosquito survival was observed when mosquitoes were exposed to concentrations up to 25 μmol/m2. To evaluate the antiviral effect of atovaquone against CHIKV, we exposed female mosquitoes to 100 μmol/m2 atovaquone for 1h, after which the mosquitoes were immediately infected with CHIKV or ZIKV via bloodmeal. Atovaquone did not significantly reduce ZIKV or CHIKV infection in Ae. aegypti, but successfully blocked the transmission of CHIKV in saliva. Tarsal exposure to antiviral drugs could therefore be a potential new strategy to reduce virus transmission by mosquitoes.
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Affiliation(s)
- Lanjiao Wang
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, Herestraat 49, B-3000, Leuven, Belgium
| | - Aboubakar Sanon
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, Herestraat 49, B-3000, Leuven, Belgium; Laboratoire d'Entomologie Fondamentale et Appliquée, Université Joseph Ki-Zerbo, Burkina Faso
| | - Zakiyatul Khoiriyah
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, Herestraat 49, B-3000, Leuven, Belgium; Laboratory of Virology, Wageningen University and Research, 6708 PB, Wageningen, the Netherlands
| | - Sam Verwimp
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, Herestraat 49, B-3000, Leuven, Belgium
| | - Rana Abdelnabi
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, Herestraat 49, B-3000, Leuven, Belgium
| | - Leen Delang
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Laboratory of Virology and Chemotherapy, Herestraat 49, B-3000, Leuven, Belgium.
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6
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von Beck T, Mena Hernandez L, Zhou H, Floyd K, Suthar MS, Skolnick J, Jacob J. Atovaquone and Pibrentasvir Inhibit the SARS-CoV-2 Endoribonuclease and Restrict Infection In Vitro but Not In Vivo. Viruses 2023; 15:1841. [PMID: 37766247 PMCID: PMC10534768 DOI: 10.3390/v15091841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 08/23/2023] [Accepted: 08/24/2023] [Indexed: 09/29/2023] Open
Abstract
The emergence of SARS-CoV-1 in 2003 followed by MERS-CoV and now SARS-CoV-2 has proven the latent threat these viruses pose to humanity. While the SARS-CoV-2 pandemic has shifted to a stage of endemicity, the threat of new coronaviruses emerging from animal reservoirs remains. To address this issue, the global community must develop small molecule drugs targeting highly conserved structures in the coronavirus proteome. Here, we characterized existing drugs for their ability to inhibit the endoribonuclease activity of the SARS-CoV-2 non-structural protein 15 (nsp15) via in silico, in vitro, and in vivo techniques. We have identified nsp15 inhibition by the drugs pibrentasvir and atovaquone which effectively inhibit SARS-CoV-2 and HCoV-OC43 at low micromolar concentrations in cell cultures. Furthermore, atovaquone, but not pibrentasvir, is observed to modulate HCoV-OC43 dsRNA and infection in a manner consistent with nsp15 inhibition. Although neither pibrentasvir nor atovaquone translate to clinical efficacy in a murine prophylaxis model of SARS-CoV-2 infection, atovaquone may serve as a basis for the design of future nsp15 inhibitors.
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Affiliation(s)
- Troy von Beck
- Emory Vaccine Center, Emory National Primate Research Center, Emory University, 954 Gatewood Road, Atlanta, GA 30329, USA; (T.v.B.); (L.M.H.); (K.F.); (M.S.S.)
| | - Luis Mena Hernandez
- Emory Vaccine Center, Emory National Primate Research Center, Emory University, 954 Gatewood Road, Atlanta, GA 30329, USA; (T.v.B.); (L.M.H.); (K.F.); (M.S.S.)
| | - Hongyi Zhou
- Center for the Study of Systems Biology, School of Biological Sciences, Georgia Institute of Technology, 950 Atlantic Drive, Atlanta, GA 30332, USA; (H.Z.); (J.S.)
| | - Katharine Floyd
- Emory Vaccine Center, Emory National Primate Research Center, Emory University, 954 Gatewood Road, Atlanta, GA 30329, USA; (T.v.B.); (L.M.H.); (K.F.); (M.S.S.)
| | - Mehul S. Suthar
- Emory Vaccine Center, Emory National Primate Research Center, Emory University, 954 Gatewood Road, Atlanta, GA 30329, USA; (T.v.B.); (L.M.H.); (K.F.); (M.S.S.)
- Department of Pediatrics, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Jeffrey Skolnick
- Center for the Study of Systems Biology, School of Biological Sciences, Georgia Institute of Technology, 950 Atlantic Drive, Atlanta, GA 30332, USA; (H.Z.); (J.S.)
| | - Joshy Jacob
- Emory Vaccine Center, Emory National Primate Research Center, Emory University, 954 Gatewood Road, Atlanta, GA 30329, USA; (T.v.B.); (L.M.H.); (K.F.); (M.S.S.)
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7
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Piplani S, Singh P, Petrovsky N, Winkler DA. Identifying SARS-CoV-2 Drugs Binding to the Spike Fatty Acid Binding Pocket Using In Silico Docking and Molecular Dynamics. Int J Mol Sci 2023; 24:ijms24044192. [PMID: 36835602 PMCID: PMC9966092 DOI: 10.3390/ijms24044192] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 02/14/2023] [Accepted: 02/15/2023] [Indexed: 02/22/2023] Open
Abstract
Drugs against novel targets are needed to treat COVID-19 patients, especially as SARS-CoV-2 is capable of rapid mutation. Structure-based de novo drug design and repurposing of drugs and natural products is a rational approach to discovering potentially effective therapies. These in silico simulations can quickly identify existing drugs with known safety profiles that can be repurposed for COVID-19 treatment. Here, we employ the newly identified spike protein free fatty acid binding pocket structure to identify repurposing candidates as potential SARS-CoV-2 therapies. Using a validated docking and molecular dynamics protocol effective at identifying repurposing candidates inhibiting other SARS-CoV-2 molecular targets, this study provides novel insights into the SARS-CoV-2 spike protein and its potential regulation by endogenous hormones and drugs. Some of the predicted repurposing candidates have already been demonstrated experimentally to inhibit SARS-CoV-2 activity, but most of the candidate drugs have yet to be tested for activity against the virus. We also elucidated a rationale for the effects of steroid and sex hormones and some vitamins on SARS-CoV-2 infection and COVID-19 recovery.
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Affiliation(s)
- Sakshi Piplani
- College of Medicine and Public Health, Flinders University, Bedford Park 5046, Australia
- Vaxine Pty Ltd., 11 Walkley Avenue, Warradale 5046, Australia
| | - Puneet Singh
- College of Medicine and Public Health, Flinders University, Bedford Park 5046, Australia
- Vaxine Pty Ltd., 11 Walkley Avenue, Warradale 5046, Australia
| | - Nikolai Petrovsky
- College of Medicine and Public Health, Flinders University, Bedford Park 5046, Australia
- Vaxine Pty Ltd., 11 Walkley Avenue, Warradale 5046, Australia
- Correspondence:
| | - David A. Winkler
- Department of Biochemistry and Chemistry, La Trobe Institute for Molecular Science, La Trobe University, Melbourne 3086, Australia
- Monash Institute of Pharmaceutical Sciences, Monash University, Parkville 3052, Australia
- School of Pharmacy, University of Nottingham, Nottingham NG7 2RD, UK
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8
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Pauly I, Kumar Singh A, Kumar A, Singh Y, Thareja S, Kamal MA, Verma A, Kumar P. Current Insights and Molecular Docking Studies of the Drugs under Clinical Trial as RdRp Inhibitors in COVID-19 Treatment. Curr Pharm Des 2023; 28:3677-3705. [PMID: 36345244 DOI: 10.2174/1381612829666221107123841] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 09/08/2022] [Accepted: 09/19/2022] [Indexed: 11/10/2022]
Abstract
Study Background & Objective: After the influenza pandemic (1918), COVID-19 was declared a Vth pandemic by the WHO in 2020. SARS-CoV-2 is an RNA-enveloped single-stranded virus. Based on the structure and life cycle, Protease (3CLpro), RdRp, ACE2, IL-6, and TMPRSS2 are the major targets for drug development against COVID-19. Pre-existing several drugs (FDA-approved) are used to inhibit the above targets in different diseases. In coronavirus treatment, these drugs are also in different clinical trial stages. Remdesivir (RdRp inhibitor) is the only FDA-approved medicine for coronavirus treatment. In the present study, by using the drug repurposing strategy, 70 preexisting clinical or under clinical trial molecules were used in scrutiny for RdRp inhibitor potent molecules in coronavirus treatment being surveyed via docking studies. Molecular simulation studies further confirmed the binding mechanism and stability of the most potent compounds. MATERIAL AND METHODS Docking studies were performed using the Maestro 12.9 module of Schrodinger software over 70 molecules with RdRp as the target and remdesivir as the standard drug and further confirmed by simulation studies. RESULTS The docking studies showed that many HIV protease inhibitors demonstrated remarkable binding interactions with the target RdRp. Protease inhibitors such as lopinavir and ritonavir are effective. Along with these, AT-527, ledipasvir, bicalutamide, and cobicistat showed improved docking scores. RMSD and RMSF were further analyzed for potent ledipasvir and ritonavir by simulation studies and were identified as potential candidates for corona disease. CONCLUSION The drug repurposing approach provides a new avenue in COVID-19 treatment.
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Affiliation(s)
- Irine Pauly
- Department of Pharmaceutical Sciences and Natural Products, Central University of Punjab, Bathinda, 151401, India
| | - Ankit Kumar Singh
- Department of Pharmaceutical Sciences and Natural Products, Central University of Punjab, Bathinda, 151401, India
| | - Adarsh Kumar
- Department of Pharmaceutical Sciences and Natural Products, Central University of Punjab, Bathinda, 151401, India
| | - Yogesh Singh
- Department of Pharmaceutical Sciences and Natural Products, Central University of Punjab, Bathinda, 151401, India
| | - Suresh Thareja
- Department of Pharmaceutical Sciences and Natural Products, Central University of Punjab, Bathinda, 151401, India
| | - Mohammad A Kamal
- King Fahd Medical Research Center, King Abdulaziz University, Jaddah, Saudi Arabia.,Enzymoics, 7 Peterlee Place, Hebersham, NSW 2770, Australia.,Novel Global Community Educational Foundation, Australia Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, Australia
| | - Amita Verma
- Bioorganic and Medicinal Chemistry Research Laboratory, Department of Pharmaceutical Sciences, Sam Higginbottom University of Agriculture, Technology and Sciences, Prayagraj, 211007, India
| | - Pradeep Kumar
- Department of Pharmaceutical Sciences and Natural Products, Central University of Punjab, Bathinda, 151401, India
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9
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Fantini J, Azzaz F, Chahinian H, Yahi N. Electrostatic Surface Potential as a Key Parameter in Virus Transmission and Evolution: How to Manage Future Virus Pandemics in the Post-COVID-19 Era. Viruses 2023; 15:284. [PMID: 36851498 PMCID: PMC9964723 DOI: 10.3390/v15020284] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 01/14/2023] [Accepted: 01/18/2023] [Indexed: 01/20/2023] Open
Abstract
Virus-cell interactions involve fundamental parameters that need to be considered in strategies implemented to control viral outbreaks. Among these, the surface electrostatic potential can give valuable information to deal with new epidemics. In this article, we describe the role of this key parameter in the hemagglutination of red blood cells and in the co-evolution of synaptic receptors and neurotransmitters. We then establish the functional link between lipid rafts and the electrostatic potential of viruses, with special emphasis on gangliosides, which are sialic-acid-containing, electronegatively charged plasma membrane components. We describe the common features of ganglioside binding domains, which include a wide variety of structures with little sequence homology but that possess key amino acids controlling ganglioside recognition. We analyze the role of the electrostatic potential in the transmission and intra-individual evolution of HIV-1 infections, including gatekeeper and co-receptor switch mechanisms. We show how to organize the epidemic surveillance of influenza viruses by focusing on mutations affecting the hemagglutinin surface potential. We demonstrate that the electrostatic surface potential, by modulating spike-ganglioside interactions, controls the hemagglutination properties of coronaviruses (SARS-CoV-1, MERS-CoV, and SARS-CoV-2) as well as the structural dynamics of SARS-CoV-2 evolution. We relate the broad-spectrum antiviral activity of repositioned molecules to their ability to disrupt virus-raft interactions, challenging the old concept that an antibiotic or anti-parasitic cannot also be an antiviral. We propose a new concept based on the analysis of the electrostatic surface potential to develop, in real time, therapeutic and vaccine strategies adapted to each new viral epidemic.
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Affiliation(s)
- Jacques Fantini
- Department of Biology, Faculty of Medicine, University of Aix-Marseille, INSERM UMR_S 1072, 13015 Marseille, France
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10
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Tang J, Zheng H, Cai J, Liu J, Wang Y, Deng J. Research progress of electrochemical oxidation and self-action of electric field for medical wastewater treatment. Front Microbiol 2023; 13:1083974. [PMID: 36687586 PMCID: PMC9853389 DOI: 10.3389/fmicb.2022.1083974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Accepted: 12/14/2022] [Indexed: 01/11/2023] Open
Abstract
A large number of pathogenic microorganisms exist in medical wastewater, which could invade the human body through the water and cause harm to human health. With the global pandemic coronavirus (COVID-19), public health safety become particularly important, and medical wastewater treatment is an important part of it. In particular, electrochemical disinfection technology has been widely studied in medical wastewater treatment due to its greenness, high efficiency, convenient operation, and other advantages. In this paper, the development status of electrochemical disinfection technology in the treatment of medical wastewater is reviewed, and an electrochemical three-stage disinfection system is proposed for the treatment of medical wastewater. Moreover, prospects for the electrochemical treatment of medical wastewater will be presented. It is hoped that this review could provide insight and guidance for the research and application of electrochemical disinfection technology to treat medical wastewater.GRAPHICAL ABSTRACT.
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Affiliation(s)
- Jun Tang
- Department of Neurothoracic Surgery, The Third People's Hospital of Hubei Province Yangluo Campus, Jianghan University, Wuhan, China
| | - Heng Zheng
- Department of Neurothoracic Surgery, The Third People's Hospital of Hubei Province Yangluo Campus, Jianghan University, Wuhan, China
- College of Resources and Environmental Engineering, Wuhan University of Technology, Wuhan, China
| | - Jinzhong Cai
- Department of Interventional Radiology, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, China
| | - Jiang Liu
- College of Resources and Environmental Engineering, Wuhan University of Technology, Wuhan, China
| | - Yangyang Wang
- Department of Neurothoracic Surgery, The Third People's Hospital of Hubei Province Yangluo Campus, Jianghan University, Wuhan, China
- College of Resources and Environmental Engineering, Wuhan University of Technology, Wuhan, China
| | - Jun Deng
- College of Chemistry, Chemical Engineering and Life Sciences, Wuhan University of Technology, Wuhan, China
- Department of Emergency, The Third People's Hospital of Hubei Province, Jianghan University, Wuhan, China
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11
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Benlarbi M, Laroche G, Fink C, Fu K, Mulloy RP, Phan A, Ariana A, Stewart CM, Prévost J, Beaudoin-Bussières G, Daniel R, Bo Y, El Ferri O, Yockell-Lelièvre J, Stanford WL, Giguère PM, Mubareka S, Finzi A, Dekaban GA, Dikeakos JD, Côté M. Identification and differential usage of a host metalloproteinase entry pathway by SARS-CoV-2 Delta and Omicron. iScience 2022; 25:105316. [PMID: 36254158 PMCID: PMC9549715 DOI: 10.1016/j.isci.2022.105316] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 08/05/2022] [Accepted: 10/05/2022] [Indexed: 11/26/2022] Open
Abstract
The severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) spike glycoprotein (S) binds to angiotensin-converting enzyme 2 (ACE2) to mediate membrane fusion via two distinct pathways: 1) a surface, serine protease-dependent or 2) an endosomal, cysteine protease-dependent pathway. In this study, we found that SARS-CoV-2 S has a wider protease usage and can also be activated by TMPRSS13 and matrix metalloproteinases (MMPs). We found that MMP-2 and MMP-9 played roles in SARS-CoV-2 S cell-cell fusion and TMPRSS2- and cathepsin-independent viral entry in cells expressing high MMP levels. MMP-dependent viral entry required cleavage at the S1/S2 junction in viral producer cells, and differential processing of variants of concern S dictated its usage; the efficiently processed Delta S preferred metalloproteinase-dependent entry when available, and less processed Omicron S was unable to us metalloproteinases for entry. As MMP-2/9 are released during inflammation, they may play roles in S-mediated cytopathic effects, tropism, and disease outcome.
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Affiliation(s)
- Mehdi Benlarbi
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Centre for Infection, Immunity and Inflammation, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Geneviève Laroche
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Centre for Infection, Immunity and Inflammation, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Corby Fink
- Department of Microbiology & Immunology, Schulich School of Medicine & Dentistry Western University, London, ON N6A 5C1, Canada
- Molecular Medicine Research Laboratories, Robarts Research Institute, University of Western Ontario, London, ON N6A 5C1, Canada
| | - Kathy Fu
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Centre for Infection, Immunity and Inflammation, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Rory P. Mulloy
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Centre for Infection, Immunity and Inflammation, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Alexandra Phan
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Centre for Infection, Immunity and Inflammation, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Ardeshir Ariana
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Centre for Infection, Immunity and Inflammation, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Corina M. Stewart
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Centre for Infection, Immunity and Inflammation, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Jérémie Prévost
- Centre de Recherche du CHUM, Montréal, QC H2X 0A9, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC H3C 3J7, Canada
| | - Guillaume Beaudoin-Bussières
- Centre de Recherche du CHUM, Montréal, QC H2X 0A9, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC H3C 3J7, Canada
| | - Redaet Daniel
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Centre for Infection, Immunity and Inflammation, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Yuxia Bo
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Centre for Infection, Immunity and Inflammation, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Omar El Ferri
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Centre for Infection, Immunity and Inflammation, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Julien Yockell-Lelièvre
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- The Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - William L. Stanford
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- The Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Patrick M. Giguère
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Samira Mubareka
- Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Andrés Finzi
- Centre de Recherche du CHUM, Montréal, QC H2X 0A9, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC H3C 3J7, Canada
| | - Gregory A. Dekaban
- Department of Microbiology & Immunology, Schulich School of Medicine & Dentistry Western University, London, ON N6A 5C1, Canada
- Molecular Medicine Research Laboratories, Robarts Research Institute, University of Western Ontario, London, ON N6A 5C1, Canada
| | - Jimmy D. Dikeakos
- Department of Microbiology & Immunology, Schulich School of Medicine & Dentistry Western University, London, ON N6A 5C1, Canada
- Molecular Medicine Research Laboratories, Robarts Research Institute, University of Western Ontario, London, ON N6A 5C1, Canada
| | - Marceline Côté
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
- Centre for Infection, Immunity and Inflammation, University of Ottawa, Ottawa, ON K1H 8M5, Canada
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12
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Esam Z, Akhavan M, Lotfi M, Pourmand S, Bekhradnia A. In silico investigation of the therapeutic and prophylactic potential of medicinal substances bearing guanidine moieties against COVID-19. CHEMICKE ZVESTI 2022; 77:1129-1148. [PMID: 36312321 PMCID: PMC9589802 DOI: 10.1007/s11696-022-02528-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 09/30/2022] [Indexed: 02/05/2023]
Abstract
The current viral pandemic, coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), creates health, mental, economic, and other serious challenges that are better to say global crisis. Despite the existence of successful vaccines, the possible mutations which can lead to the born of novel and possibly more dangerous variants of the virus as well as the absence of definitive treatment for this potentially fatal multiple-organ infection in critically ill patients make us keep searching. Theoretically targeting human and viral receptors and enzymes via molecular docking and dynamics simulations can be considered a wise, rational, and efficient way to develop therapeutic agents against COVID-19. In this way, The RNA-dependent RNA polymerase (RdRP), main protease, and spike glycoprotein of SARS-CoV-2 as well as the human angiotensin-converting enzyme 2 receptor and transmembrane serine protease 2 are the most discussed and studied targets that play essential roles in the viral life and infection cycle. In the current in silico investigation, the guanidine functionality containing drugs and medicinal substances such as metformin, famotidine, neuraminidase inhibitors, antimalarial medications, anticancer drug imatinib, CGP compounds, and human serine protease inhibitor camostat were studied against the above-mentioned therapeutic targets and most of them (especially imatinib) have revealed an incredible spectrum of free docking scores and MD results. The current in silico investigation that its novel perspective of view is corroborated by the different experimental and clinical evaluations, confirms that the guanidine moiety can be considered as a missing promising pharmacophore in drug design and development approaches against SARS-CoV-2. Considering the chemical potency of this polyamine group in chemical interaction creation, the observed outcomes in this virtual screening were not surprising. On the other hand, the guanidine functional group has unique physico-chemical properties such as basicity that can make the target cells intracellular pH undesirable for the virus entry, uncoating, and cytosolic lifecycle. According to the obtained results in the current study that are interestingly confirmed by the previously reported efficacy of some the guanidine carrying drugs in COVID-19, guanidine as a potential multi-target anti-SARS-CoV-2 functional scaffold deserves further comprehensive investigations. Graphical abstract Supplementary Information The online version contains supplementary material available at 10.1007/s11696-022-02528-y.
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Affiliation(s)
- Zohreh Esam
- Pharmaceutical Sciences Research Centre, Department of Medicinal Chemistry, Mazandaran University of Medical Sciences, Sari, Iran
| | - Malihe Akhavan
- Pharmaceutical Sciences Research Centre, Department of Medicinal Chemistry, Mazandaran University of Medical Sciences, Sari, Iran
| | - Maryam Lotfi
- The Multiscale Modelling Lab, ITQB NOVA, Av. da República, 2780-157 Oeiras, Portugal
| | - Saeed Pourmand
- Department of Chemical Engineering, Faculty of Chemical and Petroleum Engineering, University of Tabriz, Tabriz, Iran
| | - Ahmadreza Bekhradnia
- Pharmaceutical Sciences Research Centre, Department of Medicinal Chemistry, Mazandaran University of Medical Sciences, Sari, Iran
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13
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Manzanares LD, David J, Ren X, Yalom LK, Piccolo EB, Dehghan Y, David AJ, Hanauer SB, Sumagin R. Atovaquone attenuates experimental colitis by reducing neutrophil infiltration of colonic mucosa. Front Pharmacol 2022; 13:1011115. [PMID: 36313299 PMCID: PMC9614091 DOI: 10.3389/fphar.2022.1011115] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 09/12/2022] [Indexed: 10/08/2023] Open
Abstract
Ulcerative colitis (UC) is a chronic relapsing disease featuring aberrant accumulation of neutrophils in colonic mucosa and the luminal space. Although significant advances in UC therapy have been made with the development of novel biologics and small molecules targeting immune responses, success of most current therapies is still limited, with significant safety concerns. Thus, there is a need to develop additional safe and effective therapies for the treatment of UC. Antimalarial drugs have been safely used for many years to resolve tissue inflammation and the associated pathologies. Atovaquone is a recent FDA-approved antimalarial drug that has shown anti-viral and tumor-suppressive properties in vitro however, its role in mucosal inflammation has not been evaluated. Using pre-clinical murine DSS-induced colitis model combined with complementary in vivo peritonitis and ex vivo human neutrophil activation and chemotaxis assays we investigated functional and mechanistic impacts of atovaquone on disease resolution and neutrophil trafficking. We demonstrate that atovaquone promotes resolution of DSS-induced murine colitis by reducing neutrophil accumulation in the inflamed colonic mucosa. Mechanistically, we show that atovaquone suppressed induction of CD11b expression in neutrophils, reducing their polarization and migratory ability. Thus, our findings identify a new role of atovaquone in promoting resolution of mucosal inflammation, supporting the idea of potential repurposing of this FDA-approved drug as UC therapeutic.
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Affiliation(s)
- Laura D. Manzanares
- Laboratory 7-065 Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Joseph David
- Department of Medicine, Gastroenterology and Hepatology University of Arizona College of Medicine, Phoenix, AZ, United States
| | - Xingsheng Ren
- Laboratory 7-065 Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Lenore K. Yalom
- Laboratory 7-065 Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Enzo B. Piccolo
- Laboratory 7-065 Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Yalda Dehghan
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Aidan J. David
- College of Arts and Sciences, Case Western Reserve Unviersity, Cleveland, OH, United States
| | - Stephen B. Hanauer
- Department of Medicine, Gastroenterology and Hepatology Northwestern Memorial Hospital, Chicago, IL, United States
| | - Ronen Sumagin
- Laboratory 7-065 Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
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14
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Taha Z, Arulanandam R, Maznyi G, Godbout E, Carter-Timofte ME, Kurmasheva N, Reinert LS, Chen A, Crupi MJ, Boulton S, Laroche G, Phan A, Rezaei R, Alluqmani N, Jirovec A, Acal A, Brown EE, Singaravelu R, Petryk J, Idorn M, Potts KG, Todesco H, John C, Mahoney DJ, Ilkow CS, Giguère P, Alain T, Côté M, Paludan SR, Olagnier D, Bell JC, Azad T, Diallo JS. Identification of FDA-approved bifonazole as a SARS-CoV-2 blocking agent following a bioreporter drug screen. Mol Ther 2022; 30:2998-3016. [PMID: 35526097 PMCID: PMC9075979 DOI: 10.1016/j.ymthe.2022.04.025] [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: 02/18/2022] [Revised: 04/25/2022] [Accepted: 04/29/2022] [Indexed: 02/01/2023] Open
Abstract
We established a split nanoluciferase complementation assay to rapidly screen for inhibitors that interfere with binding of the receptor binding domain (RBD) of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) spike glycoprotein with its target receptor, angiotensin-converting enzyme 2 (ACE2). After a screen of 1,200 US Food and Drug Administration (FDA)-approved compounds, we identified bifonazole, an imidazole-based antifungal agent, as a competitive inhibitor of RBD-ACE2 binding. Mechanistically, bifonazole binds ACE2 around residue K353, which prevents association with the RBD, affecting entry and replication of spike-pseudotyped viruses as well as native SARS-CoV-2 and its variants of concern (VOCs). Intranasal administration of bifonazole reduces lethality in K18-hACE2 mice challenged with vesicular stomatitis virus (VSV)-spike by 40%, with a similar benefit after live SARS-CoV-2 challenge. Our screen identified an antiviral agent that is effective against SARS-CoV-2 and VOCs such as Omicron that employ the same receptor to infect cells and therefore has high potential to be repurposed to control, treat, or prevent coronavirus disease 2019 (COVID-19).
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Affiliation(s)
- Zaid Taha
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada,Department of Biochemistry, Microbiology, and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Rozanne Arulanandam
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada
| | - Glib Maznyi
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada
| | - Elena Godbout
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada
| | | | - Naziia Kurmasheva
- Department of Biomedicine, Aarhus University, 8000 Aarhus C, Denmark
| | - Line S. Reinert
- Department of Biomedicine, Aarhus University, 8000 Aarhus C, Denmark
| | - Andrew Chen
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada
| | - Mathieu J.F. Crupi
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada
| | - Stephen Boulton
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada
| | - Geneviève Laroche
- Department of Biochemistry, Microbiology, and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Alexandra Phan
- Department of Biochemistry, Microbiology, and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Reza Rezaei
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada,Department of Biochemistry, Microbiology, and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Nouf Alluqmani
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada,Department of Biochemistry, Microbiology, and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Anna Jirovec
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada,Department of Biochemistry, Microbiology, and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Alexandra Acal
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada
| | - Emily E.F. Brown
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada
| | - Ragunath Singaravelu
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada
| | - Julia Petryk
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada
| | - Manja Idorn
- Department of Biomedicine, Aarhus University, 8000 Aarhus C, Denmark
| | - Kyle G. Potts
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB T2N 4N1, Canada,Arnie Charbonneau Cancer Institute, University of Calgary, Calgary, AB T2N 4N1, Canada,Department of Microbiology, Immunology and Infectious Diseases, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Hayley Todesco
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB T2N 4N1, Canada,Arnie Charbonneau Cancer Institute, University of Calgary, Calgary, AB T2N 4N1, Canada,Department of Microbiology, Immunology and Infectious Diseases, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Cini John
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB T2N 4N1, Canada,Arnie Charbonneau Cancer Institute, University of Calgary, Calgary, AB T2N 4N1, Canada,Department of Microbiology, Immunology and Infectious Diseases, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Douglas J. Mahoney
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, AB T2N 4N1, Canada,Arnie Charbonneau Cancer Institute, University of Calgary, Calgary, AB T2N 4N1, Canada,Department of Microbiology, Immunology and Infectious Diseases, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Carolina S. Ilkow
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada,Department of Biochemistry, Microbiology, and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Patrick Giguère
- Department of Biochemistry, Microbiology, and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Tommy Alain
- Department of Biochemistry, Microbiology, and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada,Children’s Hospital of Eastern Ontario Research Institute, Ottawa, ON K1H 8L1, Canada
| | - Marceline Côté
- Department of Biochemistry, Microbiology, and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Søren R. Paludan
- Department of Biomedicine, Aarhus University, 8000 Aarhus C, Denmark
| | - David Olagnier
- Department of Biomedicine, Aarhus University, 8000 Aarhus C, Denmark
| | - John C. Bell
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada,Department of Biochemistry, Microbiology, and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada
| | - Taha Azad
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada
| | - Jean-Simon Diallo
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada; Department of Biochemistry, Microbiology, and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada.
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15
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Tien CF, Tsai WT, Chen CH, Chou HJ, Zhang MM, Lin JJ, Lin EJ, Dai SS, Ping YH, Yu CY, Kuo YP, Tsai WH, Chen HW, Yu GY. Glycosylation and S-palmitoylation regulate SARS-CoV-2 spike protein intracellular trafficking. iScience 2022; 25:104709. [PMID: 35813875 PMCID: PMC9250814 DOI: 10.1016/j.isci.2022.104709] [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] [Received: 01/21/2022] [Revised: 05/19/2022] [Accepted: 06/28/2022] [Indexed: 11/03/2022] Open
Abstract
Post-translational modifications (PTMs), such as glycosylation and palmitoylation, are critical to protein folding, stability, intracellular trafficking, and function. Understanding regulation of PTMs of SARS-CoV-2 spike (S) protein could help the therapeutic drug design. Herein, the VSV vector was used to produce SARS-CoV-2 S pseudoviruses to examine the roles of the 611LYQD614 and cysteine-rich motifs in S protein maturation and virus infectivity. Our results show that 611LY612 mutation alters S protein intracellular trafficking and reduces cell surface expression level. It also changes S protein glycosylation pattern and decreases pseudovirus infectivity. The S protein contains four cysteine-rich clusters with clusters I and II as the main palmitoylation sites. Mutations of clusters I and II disrupt S protein trafficking from ER-to-Golgi, suppress pseudovirus production, and reduce spike-mediated membrane fusion activity. Taken together, glycosylation and palmitoylation orchestrate the S protein maturation processing and are critical for S protein-mediated membrane fusion and infection. 611LY612 mutation alters the glycosylation pattern of the SARS-CoV-2 S protein 611LY612 mutation reduces S protein surface expression level Palmitoylation targets mature S protein to the Golgi and plasma membrane Palmitoylation is required for pseudovirus and SARS-CoV-2 production
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16
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Calvo-Alvarez E, Dolci M, Perego F, Signorini L, Parapini S, D’Alessandro S, Denti L, Basilico N, Taramelli D, Ferrante P, Delbue S. Antiparasitic Drugs against SARS-CoV-2: A Comprehensive Literature Survey. Microorganisms 2022; 10:1284. [PMID: 35889004 PMCID: PMC9320270 DOI: 10.3390/microorganisms10071284] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 06/10/2022] [Accepted: 06/13/2022] [Indexed: 01/09/2023] Open
Abstract
More than two years have passed since the viral outbreak that led to the novel infectious respiratory disease COVID-19, caused by the SARS-CoV-2 coronavirus. Since then, the urgency for effective treatments resulted in unprecedented efforts to develop new vaccines and to accelerate the drug discovery pipeline, mainly through the repurposing of well-known compounds with broad antiviral effects. In particular, antiparasitic drugs historically used against human infections due to protozoa or helminth parasites have entered the main stage as a miracle cure in the fight against SARS-CoV-2. Despite having demonstrated promising anti-SARS-CoV-2 activities in vitro, conflicting results have made their translation into clinical practice more difficult than expected. Since many studies involving antiparasitic drugs are currently under investigation, the window of opportunity might be not closed yet. Here, we will review the (controversial) journey of these old antiparasitic drugs to combat the human infection caused by the novel coronavirus SARS-CoV-2.
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Affiliation(s)
- Estefanía Calvo-Alvarez
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20122 Milan, Italy; (M.D.); (F.P.); (L.S.); (L.D.); (N.B.); (P.F.); (S.D.)
| | - Maria Dolci
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20122 Milan, Italy; (M.D.); (F.P.); (L.S.); (L.D.); (N.B.); (P.F.); (S.D.)
| | - Federica Perego
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20122 Milan, Italy; (M.D.); (F.P.); (L.S.); (L.D.); (N.B.); (P.F.); (S.D.)
| | - Lucia Signorini
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20122 Milan, Italy; (M.D.); (F.P.); (L.S.); (L.D.); (N.B.); (P.F.); (S.D.)
| | - Silvia Parapini
- Department of Biomedical Sciences for Health, University of Milan, 20133 Milan, Italy;
| | - Sarah D’Alessandro
- Department of Pharmacological and Biomolecular Sciences, University of Milan, 20133 Milan, Italy; (S.D.); (D.T.)
| | - Luca Denti
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20122 Milan, Italy; (M.D.); (F.P.); (L.S.); (L.D.); (N.B.); (P.F.); (S.D.)
| | - Nicoletta Basilico
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20122 Milan, Italy; (M.D.); (F.P.); (L.S.); (L.D.); (N.B.); (P.F.); (S.D.)
| | - Donatella Taramelli
- Department of Pharmacological and Biomolecular Sciences, University of Milan, 20133 Milan, Italy; (S.D.); (D.T.)
| | - Pasquale Ferrante
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20122 Milan, Italy; (M.D.); (F.P.); (L.S.); (L.D.); (N.B.); (P.F.); (S.D.)
| | - Serena Delbue
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20122 Milan, Italy; (M.D.); (F.P.); (L.S.); (L.D.); (N.B.); (P.F.); (S.D.)
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17
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Panahi Y, Dadkhah M, Talei S, Gharari Z, Asghariazar V, Abdolmaleki A, Matin S, Molaei S. Can anti-parasitic drugs help control COVID-19? Future Virol 2022. [PMID: 35359702 PMCID: PMC8940209 DOI: 10.2217/fvl-2021-0160] [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: 07/06/2021] [Accepted: 02/28/2022] [Indexed: 01/18/2023]
Abstract
Novel COVID-19 is a public health emergency that poses a serious threat to people worldwide. Given the virus spreading so quickly, novel antiviral medications are desperately needed. Repurposing existing drugs is the first strategy. Anti-parasitic drugs were among the first to be considered as a potential treatment option for this disease. Even though many papers have discussed the efficacy of various anti-parasitic drugs in treating COVID-19 separately, so far, no single study comprehensively discussed these drugs. This study reviews some anti-parasitic recommended drugs to treat COVID-19, in terms of function and in vitro as well as clinical results. Finally, we briefly review the advanced techniques, such as artificial intelligence, that have been used to find effective drugs for the treatment of COVID-19.
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Affiliation(s)
- Yasin Panahi
- Department of Pharmacology & Toxicology, School of Pharmacy, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Masoomeh Dadkhah
- Pharmaceutical Sciences Research Center, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Sahand Talei
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Zahra Gharari
- Department of Biotechnology, Faculty of Biological Sciences, Al-Zahra University, Tehran, Iran
| | - Vahid Asghariazar
- Deputy of Research & Technology, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Arash Abdolmaleki
- Department of Engineering Sciences, Faculty of Advanced Technologies, University of Mohaghegh Ardabili, Namin, Iran.,Bio Science & Biotechnology Research center (BBRC), Sabalan University of Advanced Technologies (SUAT), Namin, Iran
| | - Somayeh Matin
- Department of Internal Medicine, Imam Khomeini Hospital, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Soheila Molaei
- Pharmaceutical Sciences Research Center, Ardabil University of Medical Sciences, Ardabil, Iran.,Zoonoses Research Center, Ardabil University of Medical Sciences, Ardabil, Iran
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18
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Rodriguez-Rodriguez BA, Noval MG, Kaczmarek ME, Jang KK, Thannickal SA, Cifuentes Kottkamp A, Brown RS, Kielian M, Cadwell K, Stapleford KA. Atovaquone and Berberine Chloride Reduce SARS-CoV-2 Replication In Vitro. Viruses 2021; 13:v13122437. [PMID: 34960706 PMCID: PMC8706021 DOI: 10.3390/v13122437] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 11/24/2021] [Accepted: 12/01/2021] [Indexed: 01/05/2023] Open
Abstract
Epidemic RNA viruses seem to arise year after year leading to countless infections and devastating disease. SARS-CoV-2 is the most recent of these viruses, but there will undoubtedly be more to come. While effective SARS-CoV-2 vaccines are being deployed, one approach that is still missing is effective antivirals that can be used at the onset of infections and therefore prevent pandemics. Here, we screened FDA-approved compounds against SARS-CoV-2. We found that atovaquone, a pyrimidine biosynthesis inhibitor, is able to reduce SARS-CoV-2 infection in human lung cells. In addition, we found that berberine chloride, a plant-based compound used in holistic medicine, was able to inhibit SARS-CoV-2 infection in cells through direct interaction with the virion. Taken together, these studies highlight potential avenues of antiviral development to block emerging viruses. Such proactive approaches, conducted well before the next pandemic, will be essential to have drugs ready for when the next emerging virus hits.
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Affiliation(s)
- Bruno A. Rodriguez-Rodriguez
- Department of Microbiology, New York University Grossman School of Medicine, New York, NY 10016, USA; (B.A.R.-R.); (M.G.N.); (M.E.K.); (K.K.J.); (S.A.T.); (K.C.)
| | - Maria G. Noval
- Department of Microbiology, New York University Grossman School of Medicine, New York, NY 10016, USA; (B.A.R.-R.); (M.G.N.); (M.E.K.); (K.K.J.); (S.A.T.); (K.C.)
| | - Maria E. Kaczmarek
- Department of Microbiology, New York University Grossman School of Medicine, New York, NY 10016, USA; (B.A.R.-R.); (M.G.N.); (M.E.K.); (K.K.J.); (S.A.T.); (K.C.)
| | - Kyung Ku Jang
- Department of Microbiology, New York University Grossman School of Medicine, New York, NY 10016, USA; (B.A.R.-R.); (M.G.N.); (M.E.K.); (K.K.J.); (S.A.T.); (K.C.)
- Kimmel Center for Biology and Medicine at the Skirball Institute, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Sara A. Thannickal
- Department of Microbiology, New York University Grossman School of Medicine, New York, NY 10016, USA; (B.A.R.-R.); (M.G.N.); (M.E.K.); (K.K.J.); (S.A.T.); (K.C.)
| | | | - Rebecca S. Brown
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY 10461, USA; (R.S.B.); (M.K.)
| | - Margaret Kielian
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, NY 10461, USA; (R.S.B.); (M.K.)
| | - Ken Cadwell
- Department of Microbiology, New York University Grossman School of Medicine, New York, NY 10016, USA; (B.A.R.-R.); (M.G.N.); (M.E.K.); (K.K.J.); (S.A.T.); (K.C.)
- Kimmel Center for Biology and Medicine at the Skirball Institute, New York University Grossman School of Medicine, New York, NY 10016, USA
- Department of Medicine, New York University Grossman School of Medicine, New York, NY 10016, USA;
| | - Kenneth A. Stapleford
- Department of Microbiology, New York University Grossman School of Medicine, New York, NY 10016, USA; (B.A.R.-R.); (M.G.N.); (M.E.K.); (K.K.J.); (S.A.T.); (K.C.)
- Correspondence:
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