Discovery of SARS-CoV-2 Antivirals through Large-scale Drug Repositioning

The emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in 2019 has triggered an ongoing global pandemic of the severe pneumonia-like disease coronavirus disease 2019 (COVID-19) 1 . The development of a vaccine is likely to take at least 12–18 months, and the typical timeline for approval of a new antiviral therapeutic agent can exceed 10 years. Thus, repurposing of known drugs could substantially accelerate the deployment of new therapies for COVID-19. Here we profiled a library of drugs encompassing approximately 12,000 clinical-stage or Food and Drug Administration (FDA)-approved small molecules to identify candidate therapeutic drugs for COVID-19. We report the identification of 100 molecules that inhibit viral replication of SARS-CoV-2, including 21 drugs that exhibit dose–response relationships. Of these, thirteen were found to harbour effective concentrations commensurate with probable achievable therapeutic doses in patients, including the PIKfyve kinase inhibitor apilimod 2 – 4 and the cysteine protease inhibitors MDL-28170, Z LVG CHN2, VBY-825 and ONO 5334. Notably, MDL-28170, ONO 5334 and apilimod were found to antagonize viral replication in human pneumocyte-like cells derived from induced pluripotent stem cells, and apilimod also demonstrated antiviral efficacy in a primary human lung explant model. Since most of the molecules identified in this study have already advanced into the clinic, their known pharmacological and human safety profiles will enable accelerated preclinical and clinical evaluation of these drugs for the treatment of COVID-19. A screen of the ReFRAME library of approximately 12,000 known drugs for antiviral activity against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) identified several candidate compounds with suitable activities and pharmacological profiles, which could potentially expedite the deployment of therapies for coronavirus disease 2019 (COVID-19).

Eytan Ruppin | Andrew I Su | Ren Sun | Sebastian Burgstaller-Muehlbacher | Peter G Schultz | Sumit K Chanda | Lars Pache | Adolfo García-Sastre | Xin Yin | Peter Teriete | Christopher Benner | S. Chanda | E. Ruppin | A. Su | P. Schultz | R. Sun | J. Chan | K. Yuen | C. Benner | Jeffrey R. Johnson | L. Riva | T. Zwaka | S. Burgstaller-Muehlbacher | R. Albrecht | A. García-Sastre | A. Mesecar | L. Pache | Shuofeng Yuan | V. Poon | L. Miorin | Laura Martin-Sancho | Wen-Chun Liu | P. Teriete | M. Schotsaert | K. White | A. Chatterjee | R. Glynne | Kristina M Herbert | L. Martínez-Sobrido | Paul D. De Jesus | M. Hull | K. Cheng | Kwok-Yung Yuen | Laura Riva | Shuofeng Yuan | Laura Martin-Sancho | Naoko Matsunaga | Paul D De Jesus | Mitchell V Hull | Max W Chang | Jasper Fuk-Woo Chan | Jianli Cao | Vincent Kwok-Man Poon | Kuoyuan Cheng | Tu-Trinh H Nguyen | Andrey Rubanov | Yuan Pu | Courtney Nguyen | Angela Choi | Raveen Rathnasinghe | Michael Schotsaert | Lisa Miorin | Marion Dejosez | Thomas P Zwaka | Ko-Yung Sit | Luis Martinez-Sobrido | Wen-Chun Liu | Kris M White | Mackenzie E Chapman | Emma K Lendy | Richard J Glynne | Randy Albrecht | Andrew D Mesecar | Jeffrey R Johnson | Arnab K Chatterjee | Mackenzie E. Chapman | E. Lendy | Xin Yin | R. Rathnasinghe | Kristina M. Herbert | Mitchell V. Hull | N. Matsunaga | Yuan Pu | Jianli Cao | A. Choi | Ko-Yung Sit | M. Chang | A. Rubanov | C. Nguyen | M. Déjosez | Tu-Trinh H. Nguyen | Sebastian Burgstaller-Muehlbacher | Lisa Miorin | Kuoyuan Cheng

[1]  Michael W. Wilson,et al.  X-ray Structural and Biological Evaluation of a Series of Potent and Highly Selective Inhibitors of Human Coronavirus Papain-like Proteases , 2014, Journal of medicinal chemistry.

[2]  K.-C. Chou,et al.  Virtual screening for finding natural inhibitor against cathepsin-L for SARS therapy , 2006, Amino Acids.

[3]  L. Björck,et al.  Cystatin C, a human proteinase inhibitor, blocks replication of herpes simplex virus , 1990, Journal of virology.

[4]  J. Dubois,et al.  Pharmacokinetics of clofazimine in healthy volunteers. , 1987, International journal of leprosy and other mycobacterial diseases : official organ of the International Leprosy Association.

[5]  Dong Yang,et al.  Comparative replication and immune activation profiles of SARS-CoV-2 and SARS-CoV in human lungs: an ex vivo study with implications for the pathogenesis of COVID-19 , 2020, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[6]  Yi Wang,et al.  Remdesivir in adults with severe COVID-19: a randomised, double-blind, placebo-controlled, multicentre trial , 2020, The Lancet.

[7]  T. Reinheckel,et al.  Cathepsin B & L Are Not Required for Ebola Virus Replication , 2012, PLoS neglected tropical diseases.

[8]  P. Odgren,et al.  Snx10 and PIKfyve are required for lysosome formation in osteoclasts , 2020, Journal of cellular biochemistry.

[9]  A. Nabar,et al.  Cardiovascular risks of hydroxychloroquine in treatment and prophylaxis of COVID-19 patients: A scientific statement from the Indian Heart Rhythm Society , 2020, Indian Pacing and Electrophysiology Journal.

[10]  Q. Deng,et al.  Remdesivir for severe acute respiratory syndrome coronavirus 2 causing COVID-19: An evaluation of the evidence , 2020, Travel Medicine and Infectious Disease.

[11]  A. Shisheva,et al.  Apilimod, a candidate anticancer therapeutic, arrests not only PtdIns(3,5)P2 but also PtdIns5P synthesis by PIKfyve and induces bafilomycin A1-reversible aberrant endomembrane dilation , 2018, PloS one.

[12]  C. Schiffer,et al.  Mavyret: A Pan-Genotypic Combination Therapy for the Treatment of Hepatitis C InfectionPublished as part of the Biochemistry series "Biochemistry to Bedside". , 2017, Biochemistry.

[13]  C. January,et al.  Molecular basis for the lack of HERG K+ channel block-related cardiotoxicity by the H1 receptor blocker cetirizine compared with other second-generation antihistamines. , 1998, Molecular pharmacology.

[14]  Nicholas P. Tatonetti,et al.  Shotgun Transcriptome and Isothermal Profiling of SARS-CoV-2 Infection Reveals Unique Host Responses, Viral Diversification, and Drug Interactions , 2020, bioRxiv.

[15]  Olga Tanaseichuk,et al.  Metascape provides a biologist-oriented resource for the analysis of systems-level datasets , 2019, Nature Communications.

[16]  William A. Lee,et al.  Therapeutic efficacy of the small molecule GS-5734 against Ebola virus in rhesus monkeys , 2016, Nature.

[17]  Catherine M. Brown,et al.  First 12 patients with coronavirus disease 2019 (COVID-19) in the United States , 2020, medRxiv.

[18]  I. Olafsson,et al.  Bacterial growth blocked by a synthetic peptide based on the structure of a human proteinase inhibitor , 1989, Nature.

[19]  D. Henning Metabolism , 1972, Introduction to a Phenomenology of Life.

[20]  P. Tak,et al.  MLN3897 plus methotrexate in patients with rheumatoid arthritis: safety, efficacy, pharmacokinetics, and pharmacodynamics of an oral CCR1 antagonist in a phase IIa, double-blind, placebo-controlled, randomized, proof-of-concept study. , 2009, Arthritis and rheumatism.

[21]  R. Guha,et al.  The phosphatidylinositol-3-phosphate 5-kinase inhibitor apilimod blocks filoviral entry and infection , 2017, PLoS neglected tropical diseases.

[22]  M. Marsh Faculty Opinions recommendation of Ebola virus. Two-pore channels control Ebola virus host cell entry and are drug targets for disease treatment. , 2019, Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature.

[23]  N. Clumeck,et al.  Pharmacokinetics of R 82913 in AIDS patients: a phase I dose-finding study of oral administration compared with intravenous infusion , 1992, Antimicrobial Agents and Chemotherapy.

[24]  Jeffrey A. Porter,et al.  PIKfyve, a class III PI kinase, is the target of the small molecular IL-12/IL-23 inhibitor apilimod and a player in Toll-like receptor signaling. , 2013, Chemistry & biology.

[25]  J. Garrelts,et al.  Clofazimine: A Review of its Use in Leprosy and Mycobacterium Avium Complex Infection , 1991, DICP : the annals of pharmacotherapy.

[26]  Y. Sakurai,et al.  Two-pore channels control Ebola virus host cell entry and are drug targets for disease treatment , 2015, Science.

[27]  Paul Beckett,et al.  Identification of apilimod as a first-in-class PIKfyve kinase inhibitor for treatment of B-cell non-Hodgkin lymphoma. , 2017, Blood.

[28]  N. Kosaka,et al.  Effect of KW-8232, a novel anti-osteoporotic agent, on bone loss in sciatic neurectomized rats. , 1998, Japanese journal of pharmacology.

[29]  F. Achike,et al.  Tetrandrine and related bis-benzylisoquinoline alkaloids from medicinal herbs: cardiovascular effects and mechanisms of action. , 2002, Acta pharmacologica Sinica.

[30]  Fumihiro Kato,et al.  Enhanced isolation of SARS-CoV-2 by TMPRSS2-expressing cells , 2020, Proceedings of the National Academy of Sciences.

[31]  Roberto Maroldi,et al.  Cardiac Involvement in a Patient With Coronavirus Disease 2019 (COVID-19). , 2020, JAMA cardiology.

[32]  J. Treanor,et al.  Design of potent, orally available antagonists of the transient receptor potential vanilloid 1. Structure-activity relationships of 2-piperazin-1-yl-1H-benzimidazoles. , 2006, Journal of medicinal chemistry.

[33]  P. Ferenci New anti-HCV drug combinations: who will benefit? , 2017, The Lancet. Infectious diseases.

[34]  A. Billich Drug evaluation: apilimod, an oral IL-12/IL-23 inhibitor for the treatment of autoimmune diseases and common variable immunodeficiency. , 2007, IDrugs : the investigational drugs journal.

[35]  Weiliang Zhu,et al.  Nelfinavir Is Active Against SARS-CoV-2 in Vero E6 Cells , 2020 .

[36]  Thomas R. Gingeras,et al.  STAR: ultrafast universal RNA-seq aligner , 2013, Bioinform..

[37]  A. Finazzi-Agro’,et al.  Protein‐radical enzymes , 1993, FEBS letters.

[38]  S. Diamond,et al.  Inhibitors of cathepsin L prevent severe acute respiratory syndrome coronavirus entry. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[39]  G. Kobinger,et al.  Ebola virus requires phosphatidylinositol (3,5) bisphosphate production for efficient viral entry. , 2018, Virology.

[40]  R. Pauwels,et al.  A TIBO derivative, R82913, is a potent inhibitor of HIV-1 reverse transcriptase with heteropolymer templates. , 1991, Antiviral research.

[41]  Peter G. Schultz,et al.  Auranofin exerts broad-spectrum bactericidal activities by targeting thiol-redox homeostasis , 2015, Proceedings of the National Academy of Sciences.

[42]  Pablo Tamayo,et al.  Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[43]  G. Simmons,et al.  Development of novel entry inhibitors targeting emerging viruses , 2012, Expert review of anti-infective therapy.

[44]  M. Whitt Generation of VSV pseudotypes using recombinant ΔG-VSV for studies on virus entry, identification of entry inhibitors, and immune responses to vaccines. , 2010, Journal of Virological Methods.

[45]  Wentao Fu,et al.  A noncovalent class of papain-like protease/deubiquitinase inhibitors blocks SARS virus replication , 2008, Proceedings of the National Academy of Sciences.

[46]  P. Ferrante,et al.  The Use of Antimalarial Drugs against Viral Infection , 2020, Microorganisms.

[47]  Paul W Smith,et al.  SB-616234-A (1-[6-(cis-3,5-dimethylpiperazin-1-yl)-2,3-dihydro-5-methoxyindol-1-yl]-1-[2′methyl-4′-(5-methyl-1,2,3-oxadiazol-3-yl)biphenyl-4-yl]methanone hydrochloride): A novel, potent and selective 5-HT1B receptor antagonist , 2006, Neuropharmacology.

[48]  T. Spector,et al.  Safety and efficacy of the cathepsin K inhibitor ONO‐5334 in postmenopausal osteoporosis: The OCEAN study , 2011, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[49]  P. Blumberg,et al.  Screening TRPV1 antagonists for the treatment of pain: lessons learned over a decade , 2009, Expert opinion on drug discovery.

[50]  Hideki Yamamoto,et al.  Discovery of DS-6930, a potent selective PPARγ modulator. Part II: Lead optimization. , 2018, Bioorganic & medicinal chemistry.

[51]  R. D’Aquila,et al.  Broad-spectrum inhibition of coronavirus main and papain-like proteases by HCV drugs , 2020 .

[52]  M. Boccadoro,et al.  MLN3897, a novel CCR1 inhibitor, impairs osteoclastogenesis and inhibits the interaction of multiple myeloma cells and osteoclasts. , 2007, Blood.

[53]  Li Wang,et al.  First Clinical Study Using HCV Protease Inhibitor Danoprevir to Treat Naive and Experienced COVID-19 Patients , 2020, medRxiv.

[54]  V. Gribkoff,et al.  Phenotypic Alteration of a Human BK (hSlo) Channel byhSloβ Subunit Coexpression: Changes in Blocker Sensitivity, Activation/Relaxation and Inactivation Kinetics, and Protein Kinase A Modulation , 1996, The Journal of Neuroscience.

[55]  P. Schultz,et al.  Small molecule-mediated inhibition of myofibroblast transdifferentiation for the treatment of fibrosis , 2017, Proceedings of the National Academy of Sciences.

[56]  Jeremy G. Carlton,et al.  The mammalian phosphatidylinositol 3-phosphate 5-kinase (PIKfyve) regulates endosome-to-TGN retrograde transport , 2006, Journal of Cell Science.

[57]  C. I. Bliss THE TOXICITY OF POISONS APPLIED JOINTLY1 , 1939 .

[58]  J. Kuhn,et al.  The ReFRAME library as a comprehensive drug repurposing library to identify mammarenavirus inhibitors. , 2019, Antiviral research.

[59]  M. Daly,et al.  PGC-1α-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes , 2003, Nature Genetics.

[60]  Dong Yang,et al.  SREBP-dependent lipidomic reprogramming as a broad-spectrum antiviral target , 2019, Nature Communications.

[61]  S. Nishikawa,et al.  Effects of ONO-5334, a novel orally-active inhibitor of cathepsin K, on bone metabolism. , 2011, Bone.

[62]  Helga Thorvaldsdóttir,et al.  Molecular signatures database (MSigDB) 3.0 , 2011, Bioinform..

[63]  Laura E Niklason,et al.  Human iPS cell-derived alveolar epithelium repopulates lung extracellular matrix. , 2013, Journal of Clinical Investigation.

[64]  Maria Elena Bottazzi,et al.  The SARS-CoV-2 Vaccine Pipeline: an Overview , 2020, Current Tropical Medicine Reports.

[65]  T. Cihlar,et al.  Current status and prospects of HIV treatment. , 2016, Current opinion in virology.

[66]  Analysis of Resistance of Ebola Virus Glycoprotein-Driven Entry Against MDL28170, An Inhibitor of Cysteine Cathepsins , 2019, Pathogens.

[67]  M. Seong,et al.  Virus Isolation from the First Patient with SARS-CoV-2 in Korea , 2020, Journal of Korean medical science.

[68]  Y. Malik,et al.  Identification of SARS-CoV-2 Cell Entry Inhibitors by Drug Repurposing Using in silico Structure-Based Virtual Screening Approach , 2020, Frontiers in Immunology.

[69]  Debbie C. Mulhearn,et al.  Design, synthesis and antiviral efficacy of a series of potent chloropyridyl ester-derived SARS-CoV 3CLpro inhibitors , 2008, Bioorganic & Medicinal Chemistry Letters.

[70]  Kwok-Hung Chan,et al.  Consistent Detection of 2019 Novel Coronavirus in Saliva , 2020, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[71]  Y. Matsuura,et al.  Processing of Capsid Protein by Cathepsin L Plays a Crucial Role in Replication of Japanese Encephalitis Virus in Neural and Macrophage Cells , 2007, Journal of Virology.

[72]  Jindrich Cinatl,et al.  HIV protease inhibitor nelfinavir inhibits replication of SARS-associated coronavirus , 2004, Biochemical and Biophysical Research Communications.

[73]  Steven J. M. Jones,et al.  Drug repositioning for personalized medicine , 2012, Genome Medicine.

[74]  W. Huber,et al.  Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2 , 2014, Genome Biology.

[75]  D. Kotton,et al.  Derivation of self-renewing lung alveolar epithelial type II cells from human pluripotent stem cells , 2019, Nature Protocols.

[76]  C. Davis,et al.  Candidate selection and preclinical evaluation of N-tert-butyl isoquine (GSK369796), an affordable and effective 4-aminoquinoline antimalarial for the 21st century. , 2009, Journal of medicinal chemistry.

[77]  Hideki Yamamoto,et al.  Discovery of DS-6930, a potent selective PPARγ modulator. Part I: Lead identification. , 2018, Bioorganic & medicinal chemistry.

[78]  K. Chibale,et al.  Multistage Antiplasmodium Activity of Astemizole Analogues and Inhibition of Hemozoin Formation as a Contributor to Their Mode of Action. , 2018, ACS infectious diseases.

[79]  O. Tsang,et al.  Comparative tropism, replication kinetics, and cell damage profiling of SARS-CoV-2 and SARS-CoV with implications for clinical manifestations, transmissibility, and laboratory studies of COVID-19: an observational study , 2020, The Lancet Microbe.

[80]  H. Schätzl,et al.  Severe Acute Respiratory Syndrome Coronavirus Replication Is Severely Impaired by MG132 due to Proteasome-Independent Inhibition of M-Calpain , 2012, Journal of Virology.

[81]  Ting Yu,et al.  Clinical course and outcomes of critically ill patients with SARS-CoV-2 pneumonia in Wuhan, China: a single-centered, retrospective, observational study , 2020, The Lancet Respiratory Medicine.

[82]  P. Woster,et al.  Recent advances in the development of polyamine analogues as antitumor agents. , 2009, Journal of medicinal chemistry.

[83]  Andrew I. Su,et al.  The ReFRAME library as a comprehensive drug repurposing library and its application to the treatment of cryptosporidiosis , 2018, Proceedings of the National Academy of Sciences.

[84]  T. Spector,et al.  Effect of ONO‐5334 on Bone Mineral Density and Biochemical Markers of Bone Turnover in Postmenopausal Osteoporosis: 2‐Year Results From the OCEAN Study , 2014, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[85]  R. Eastell,et al.  Antiresorptive effect of a cathepsin K inhibitor ONO-5334 and its relationship to BMD increase in a phase II trial for postmenopausal osteoporosis , 2017, BMC Musculoskeletal Disorders.

[86]  P. Schultz,et al.  A high-throughput phenotypic screen identifies clofazimine as a potential treatment for cryptosporidiosis , 2017, PLoS neglected tropical diseases.

[87]  S. Lo,et al.  A familial cluster of pneumonia associated with the 2019 novel coronavirus indicating person-to-person transmission: a study of a family cluster , 2020, The Lancet.

[88]  P. Workman,et al.  In vitro antitumour activity of the novel imidazoisoquinoline SDZ 62-434. , 1993, British Journal of Cancer.

[89]  D. Pe’er,et al.  A Single-cell Atlas of the Human Healthy Airways. , 2020, American journal of respiratory and critical care medicine.