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Letter to the Editor| Volume 86, ISSUE 2, P154-225, February 2023

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Drug screening against F13 protein, the target of tecovirimat, as potential therapies for monkeypox virus

Published:November 25, 2022DOI:https://doi.org/10.1016/j.jinf.2022.11.018
      Dear editor,
      The outbreak of monkeypox virus (MPXV) outside Africa has expanded worldwide since May 2022. To date, there is no approved treatment for MPXV. Tecovirimat (also known as TPOXX or ST-246) is approved for the treatment of the smallpox, another member of the orthopoxvirus family, by targeting VP37 protein. F13, as a viral structural protein of MPXV and the homolog of VP37 protein, plays an important role in the envelopment of the intracellular mature virus with Golgi-derived membrane to form enveloped virus before the release of the virus.
      • Rizk J.
      Prevention and treatment of monkeypox.
      Daoqun Li et al. established the 3D structure prediction of F13 protein and analyzed the molecular dynamics simulation of tecovirimat-F13 complex,
      • Li D.
      • et al.
      Targeting F13 from monkeypox virus and variola virus by tecovirimat: molecular simulation analysis.
      Lam et al. found hypericin and naldemedine can be repurposable drugs for F13L protein of original european MPXV strain by QVina2.1.
      • Lam H.Y.I.
      • Guan J.S.
      • Mu Y.
      In silico repurposed drugs against monkeypox virus.
      And Qiangzhen Yang et al. screened 5903 drugs for 10 proteins (without F13) of MPXV.
      • Yang Q.
      • et al.
      Highly accurate protein structure prediction and drug screen of monkeypox virus proteome.
      Tecovirimat was demonstrated to be an effective anti-MPXV medicine clinically.
      • Hernandez L.E.
      • Jadoo A.
      • Kirsner R.S.
      Human monkeypox virus infection in an immunocompromised man: trial with tecovirimat.
      Thus, we think the F13 protein, rather than other untested proteins of MPXV, is a practical and promising drug target for anti-MPXV therapy discovery and development. And we conducted drug screening for MPXV F13.
      We utilized AlphaFold2 to predict the protein structure of the latest F13 of MPXV (GenBank ID URK20480.1).
      • Li D.
      • et al.
      Targeting F13 from monkeypox virus and variola virus by tecovirimat: molecular simulation analysis.
      The predicted local distance difference test (pLDDT) score of MPXV F13 was 92.22 (Fig. 1b), and most pLDDTs of amino acid residues reached a confidential score, indicating the predicted F13 protein structure is highly accurate. Next, the CurPocket tool, a web-based protein-surface-curvature-based cavity detection approach, of CB-Dock2 was used to detect cavities on the predicted monkeypox virus F13 protein structure.
      • Liu Y.
      • et al.
      CB-Dock2: improved protein-ligand blind docking by integrating cavity detection, docking and homologous template fitting.
      The top 20 pockets were found and prepared as docking configs (pocket 1 shown in Fig. 1c, Table S1).
      Fig 1
      Fig. 1Drug screening for F13 protein of monkeypox virus.
      (A). Workflow of this study.
      (B). The F13 protein structure predicted by Aphafold2.
      (C). Potential docking pocket 1 predicted by CurPocket.
      (D). The tecovirimat and F13 docking pose in pocket 10.
      (E,F). The tecovirimat and F13 docking pose and binding residues in pocket 1.
      (G-I). The docking poses and binding residues of glecaprevir, dolutegravir, and bictegravir with MPXV F13 protein.
      (J,K) The molecular dynamics simulation (RMSD and RMSF) of glecaprevir-F13, dolutegravir-F13, and bictegravir-F13 complexes.
      Then, the docking between tecovirimat and the above-mentioned MPXV F13 model was conducted to verify the accuracy of pocket detecting based on CB-Dock2, a protein-ligand blind docking web server based on AutoDock Vina (version 1.1.2). We found the docking between tecovirimat and MPXV F13 protein gets a better Vina score in pocket 1 (Fig. 1e, f) than in pocket 10 (Fig. 1d), the binding pose previously described by Daoqun Li et al. (−8.5 vs −8.2)
      • Li D.
      • et al.
      Targeting F13 from monkeypox virus and variola virus by tecovirimat: molecular simulation analysis.
      and similar to the value Lam et al. reported (−8.4).
      • Lam H.Y.I.
      • Guan J.S.
      • Mu Y.
      In silico repurposed drugs against monkeypox virus.
      A 50 ns molecular dynamics simulation of the tecovirimat-F13 complex was used to validate the binding stability of the docking pose by Gromacs (version 2019.3). And the RMSD and RMSF curves suggest the tecovirimat-F13 complex retained as a whole (Fig. 1j, k, green line).
      We used DrugRep,
      • Gan J.
      • al H.et
      DrugRep: an automatic virtual screening server for drug repurposing.
      an AutoDock Vina-based online virtual screening server, to screen 10,640 compounds (workflow showed in Fig. 1a), containing 3 libraries: FDA-approved drugs (N = 2315), experimental drugs (N = 5935), and traditional Chinese medicine (TCM) monomer compounds (N = 2390). The approved drug library and experimental drug library were accessed from the DrugBank database (version 5.1.7). And TCM library was obtained from Topscience Company, from ∼800 traditional Chinese medicines. 406 compounds were found to have a better or equal binding ability with MPXV F13 protein (Vina score ≤−8.5), including 86 approved drugs, 186 experimental drugs, and 134 monomer compounds from traditional Chinese medicine (top 20 s were listed in Table 1, Table S2). Tucatinib and ubrogepant et al. from the approved drug library, zk-806,450 et al. from the experimental drug library, and protohypericin, hypericin, and bilobetin et al. from the TCM library showed good binding abilities with F13 protein of monkeypox (Table 1). In our result, hypericin and naldemedine, found by Lam et al.,
      • Lam H.Y.I.
      • Guan J.S.
      • Mu Y.
      In silico repurposed drugs against monkeypox virus.
      were validated (−10.7 and −8.7 respectively).
      Table 1Drug screening results targeting F13 protein of monkeypox virus. (Related to Table S1).
      Library 1: Approved drugs (Score≤-9.0)
      Drug Bank Accession NumberScoreGeneric NameATC code
      DB11652-10.4TucatinibL01EH — Human epidermal growth factor receptor 2 (HER2) tyrosine kinase inhibitors
      DB15328-10.3UbrogepantN02CD — Calcitonin gene-related peptide (CGRP) antagonists
      DB13879-10.1GlecaprevirJ05AP — Antivirals for treatment of HCV infections
      DB08901-9.8PonatinibL01EA — BCR-ABL tyrosine kinase inhibitors
      DB11986-9.8EntrectinibL01EX — Other protein kinase inhibitors
      DB04868-9.7NilotinibL01EA — BCR-ABL tyrosine kinase inhibitors
      DB09280-9.6LumacaftorR07AX — Other respiratory system products
      DB00872-9.5ConivaptanC03XA — Vasopressin antagonists
      DB01199-9.5TubocurarineM03AA — Curare alkaloids
      DB00320-9.4DihydroergotamineN02CA — Ergot alkaloids
      DB12457-9.4RimegepantN02CD — Calcitonin gene-related peptide (CGRP) antagonists
      DB01259-9.4LapatinibL01EH — Human epidermal growth factor receptor 2 (HER2) tyrosine kinase inhibitors
      DB12523-9.3MizolastineR06AX — Other antihistamines for systemic use
      DB08871-9.3EribulinL01XX — Other antineoplastic agents
      DB09074-9.3OlaparibL01XK — Poly (ADP-ribose) polymerase (PARP) inhibitors
      DB00563-9.2MethotrexateL04AX — Other immunosuppressants
      DB00762-9.2IrinotecanL01CE — Topoisomerase 1 (TOP1) inhibitors
      DB08815-9.2LurasidoneN05AE — Indole derivatives
      DB06605-9.2ApixabanB01AF — Direct factor Xa inhibitors
      DB00309-9.1VindesineL01CA — Vinca alkaloids and analogues
      DB08930-9.1DolutegravirJ05AJ — Integrase inhibitors
      DB00696-9.1ErgotamineN02CA — Ergot alkaloids
      DB12001-9.1AbemaciclibL01EF — Cyclin-dependent kinase (CDK) inhibitors
      DB01126-9DutasterideG04CB — Testosterone-5-alpha reductase inhibitors
      DB08896-9RegorafenibL01EX — Other protein kinase inhibitors
      DB15035-9ZanubrutinibL01EL — Bruton's tyrosine kinase (BTK) inhibitors
      DB11799-9BictegravirJ05AR — Antivirals for treatment of HIV infections, combinations
      DB01251-9GliquidoneA10BB — Sulfonylureas
      DB06210-9EltrombopagB02BX — Other systemic hemostatics
      Library 2: Experimental drugs (Top 20)Library 3: Traditional Chinese medicine(Top 20)
      DrugBank Accession NumberScoreGeneric Name or ZINC IDIDScoreGeneric Name
      DB02112-10.2Zk-806,450TN2108-11.2Protohypericin
      DB08512-10ZINC000016052484T6S0923-10.7Hypericin
      DB03571-10ZINC000013559919T4S2128-10.1Bilobetin
      DB08683-9.8ZINC000018183490T3417-10Amentoflavone
      DB03168-9.7Nicotinamide adenine dinucleotide cyclohexanoneT4S0111-10Hupehenine
      DB03802-9.7ZINC000013607707T7602-9.7Theaflavin
      DB02729-9.7SD146T5S1598-9.6Mulberroside C
      DB04877-9.6VoacamineT2775-9.4Baicalin
      DB06888-9.6ZINC000003820290T5S0788-9.4Oroxin A
      DB03231-9.6ZINC000013559921T4S1335-9.4Daphnoretin
      DB04118-9.6N-CoeleneterazineT3410-9.4Momordin Ic
      DB07666-9.5ZINC000014958755T4S2126-9.3Ginkgetin
      DB03351-9.5Sri-9439T6S2038-9.3Ziyuglycoside II
      DB07220-9.4ZINC000020149031T5S0106-9.2Peimisine
      DB01669-9.4Virginiamycin M1T2728-9.2Limonin
      DB07833-9.3ZINC000029130381T3S1251-9.2Neoruscogenin
      DB04785-9.3StreptolydiginT3850-9.2Luteolin-7-glucuronide
      DB07514-9.3ZINC000016052723TQ0287-9.2Chrysin-7-O-glucuronide
      DB08091-9.3ZINC000003818635T5S2129-9.2Sciadopitysin
      DB08749-9.3ZINC000010339589T0228-9.2Methyl hesperidin
      Furthermore, Among those 406 compounds, some approved antiviral drugs displayed a high affinity with MPXV F13 protein. Glecaprevir, an anti-hepatitis C virus (HCV) drug that inhibits NS3/4A protease of HCV, was dosed as an oral combination therapy with the NS5A inhibitor pibrentasvir.
      • Wei L.
      • et al.
      Glecaprevir-pibrentasvir to treat chronic hepatitis C virus infection in Asia: two multicentre, phase 3 studies- a randomised, double-blind study (VOYAGE-1) and an open-label, single-arm study (VOYAGE-2).
      The vina binding score for glecaprevir and F13 protein complex was −10.1 (Fig. 1g), suggesting a more stable binding than the tecovirimat-F13 complex. Dolutegravir, a second-generation integrase strand transfer inhibitor, was originally developed for the treatment of human immunodeficiency virus (HIV).
      • Lockman S.
      • et al.
      Efficacy and safety of dolutegravir with emtricitabine and tenofovir alafenamide fumarate or tenofovir disoproxil fumarate, and efavirenz, emtricitabine, and tenofovir disoproxil fumarate HIV antiretroviral therapy regimens started in pregnancy (IMPAACT 2010/VESTED): a multicentre, open-label, randomised, controlled, phase 3 trial.
      The vina score of the dolutegravir-F13 complex was −9.1, showing good potential as an anti-monkeypox virus medicine (Fig. 1h). Bictegravir, another second-generation integrase strand transfer inhibitor approved for HIV treatment in fixed-dose combination with emtricitabine and tenofovir alafenamide,
      • Orkin C.
      • et al.
      Fixed-dose combination bictegravir, emtricitabine, and tenofovir alafenamide versus dolutegravir-containing regimens for initial treatment of HIV-1 infection: week 144 results from two randomised, double-blind, multicentre, phase 3, non-inferiority trials.
      demonstrated to be a potential candidate for drug repurposing to be an anti-MPXV therapy for its bictegravir-F13 complex vina score was −9.0 (Fig. 1i). To validate the stability of F13 protein binding with glecaprevir, dolutegravir, or bictegravir, a molecular dynamics simulation of the complexes was conducted for 50 ns. And the results showed all 3 protein-drug complexes remained as a whole as the tecovirimat-F13 complex (Fig. 1j, k). Our virtual drug screening work found that many approved drugs can be repurposed for the treatment of monkeypox potentially. Those approved drugs have been studied comprehensively in pre-clinical research and clinical trials for their pharmacokinetics, pharmacodynamics, and toxicology. During the rapid global epidemic of the monkeypox virus, fast track of drug discovery and development can be vital for MPXV patients. Clinical studies for off-label use (unapproved use of an approved drug) of those drugs can be considered after ethical approval for those areas where effective treatment, especially tecovirimat and cidofovir et al., is not accessible.
      In this work, we have predicted the structure of the monkeypox F13 protein and detected the potential binding pockets of the predicted protein structure. The docking of tecovirimat and F13 was verified. Then 10,640 compounds of the approved drug library, the experimental library, and the TCM library were virtual screened to dock F13 protein. Approved anti-viral medicines, including glecaprevir, dolutegravir, and bictegravir, other approved medicines, i.e. tucatinib and ubrogepant, and zk-806,450 et al. from experimental drug library, and protohypericin, hypericin, and bilobetin et al. from TCM library be indicated can be potentially repurposed for the treatment of MPXV.

      Availability of data and materials

      All data needed to evaluate the conclusions in the paper are present in the paper or the Additional files. The data are available from the corresponding author on reasonable request.

      Declaration of competing interest

      The authors declare that they have no competing interests.

      Acknowledgments

      We thank the online web server resource of Yang Cao Lab of Sichuan university. We thank all members of our laboratory for their assistance. Mr Chen thanks Mr. Guo-Nan Chen and Mrs. She-Lian Li for their help. This work was funded by science and technology plan project of Health Commission of Jiangxi Province (202210460), scientific research project of traditional Chinese medicine of Jiangxi Province (2020A0351), andThe Open Fund for Scientific Research of NHC key laboratory of personalized diagnosis and treatment of nasopharyngeal carcinoma (2021NPCJ02).

      Appendix. Supplementary materials

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