A systems-level study reveals host-targeted repurposable drugs against SARS-CoV-2 infection

被引:21
作者
Chen, Fangyuan [1 ,2 ]
Shi, Qingya [1 ,2 ]
Pei, Fen [1 ,3 ]
Vogt, Andreas [1 ,3 ]
Porritt, Rebecca A. [4 ,5 ]
Garcia, Gustavo, Jr. [6 ,7 ]
Gomez, Angela C. [4 ]
Cheng, Mary Hongying [1 ]
Schurdak, Mark E. [1 ,3 ]
Liu, Bing [1 ]
Chan, Stephen Y. [8 ,9 ]
Arumugaswami, Vaithilingaraja [6 ,7 ]
Stern, Andrew M. [1 ,3 ]
Taylor, D. Lansing [1 ,3 ]
Arditi, Moshe [4 ,5 ]
Bahar, Ivet [1 ,3 ]
机构
[1] Univ Pittsburgh, Sch Med, Dept Computat & Syst Biol, Pittsburgh, PA 15260 USA
[2] Tsinghua Univ, Sch Med, Beijing, Peoples R China
[3] Univ Pittsburgh, Drug Discovery Inst, Pittsburgh, PA 15260 USA
[4] Cedars Sinai Med Ctr, Dept Pediat, Div Pediat Infect Dis & Immunol, Los Angeles, CA 90048 USA
[5] Cedars Sinai Med Ctr, Biomed Sci Infect & Immunol Dis Res Ctr, Los Angeles, CA 90048 USA
[6] Univ Calif Los Angeles, David Geffen Sch Med, Dept Mol & Med Pharmacol, Los Angeles, CA 90095 USA
[7] Univ Calif Los Angeles, Eli & Edythe Broad Ctr Regenerat Med & Stem Cell, Los Angeles, CA USA
[8] Univ Pittsburgh, Med Ctr, Pittsburgh Heart Lung Blood & Vasc Med Inst, Pittsburgh, PA USA
[9] Univ Pittsburgh, Dept Med, Div Cardiol, Med Ctr, Pittsburgh, PA USA
关键词
autophagy; SARS-CoV-2-infected cell transcriptomics; syncytia formation; viral entry; viral-host interactions; CHIKUNGUNYA VIRUS-INFECTION; LINSITINIB OSI-906; CONNECTIVITY MAP; GENE ONTOLOGY; PHASE-I; INHIBITOR; RECEPTOR; PROTEIN; DISCOVERY; IMMUNE;
D O I
10.15252/msb.202110239
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Understanding the mechanism of SARS-CoV-2 infection and identifying potential therapeutics are global imperatives. Using a quantitative systems pharmacology approach, we identified a set of repurposable and investigational drugs as potential therapeutics against COVID-19. These were deduced from the gene expression signature of SARS-CoV-2-infected A549 cells screened against Connectivity Map and prioritized by network proximity analysis with respect to disease modules in the viral-host interactome. We also identified immuno-modulating compounds aiming at suppressing hyperinflammatory responses in severe COVID-19 patients, based on the transcriptome of ACE2-overexpressing A549 cells. Experiments with Vero-E6 cells infected by SARS-CoV-2, as well as independent syncytia formation assays for probing ACE2/SARS-CoV-2 spike protein-mediated cell fusion using HEK293T and Calu-3 cells, showed that several predicted compounds had inhibitory activities. Among them, salmeterol, rottlerin, and mTOR inhibitors exhibited antiviral activities in Vero-E6 cells; imipramine, linsitinib, hexylresorcinol, ezetimibe, and brompheniramine impaired viral entry. These novel findings provide new paths for broadening the repertoire of compounds pursued as therapeutics against COVID-19.
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页数:23
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共 127 条
  • [1] Dapsone, colchicine and olanzapine as treatment adjuncts to prevent COVID-19 associated adult respiratory distress syndrome (ARDS)
    Altschuler, Eric L.
    Kast, Richard E.
    [J]. MEDICAL HYPOTHESES, 2020, 141
  • [2] In-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce SARS-CoV-2 infection progression and respiratory distress caused by cytokine storm
    Artigas, Laura
    Coma, Mireia
    Matos-Filipe, Pedro
    Aguirre-Plans, Joaquim
    Farres, Judith
    Valls, Raquel
    Fernandez-Fuentes, Narcis
    de la Haba-Rodriguez, Juan
    Olvera, Alex
    Barbera, Jose
    Morales, Rafael
    Oliva, Baldo
    Mas, Jose Manuel
    [J]. PLOS ONE, 2020, 15 (10):
  • [3] Gene Ontology: tool for the unification of biology
    Ashburner, M
    Ball, CA
    Blake, JA
    Botstein, D
    Butler, H
    Cherry, JM
    Davis, AP
    Dolinski, K
    Dwight, SS
    Eppig, JT
    Harris, MA
    Hill, DP
    Issel-Tarver, L
    Kasarskis, A
    Lewis, S
    Matese, JC
    Richardson, JE
    Ringwald, M
    Rubin, GM
    Sherlock, G
    [J]. NATURE GENETICS, 2000, 25 (01) : 25 - 29
  • [4] The Novel Therapeutic Effect of Phosphoinositide 3-Kinase-γ Inhibitor AS605240 in Autoimmune Diabetes
    Azzi, Jamil
    Moore, Robert F.
    Elyaman, Wassim
    Mounayar, Marwan
    El Haddad, Najib
    Yang, Sunmi
    Jurewicz, Mollie
    Takakura, Ayumi
    Petrelli, Alessandra
    Fiorina, Paolo
    Ruckle, Thomas
    Abdi, Reza
    [J]. DIABETES, 2012, 61 (06) : 1509 - 1518
  • [5] The role of anticholinergics in chronic obstructive pulmonary disease
    Barnes, PJ
    [J]. AMERICAN JOURNAL OF MEDICINE, 2004, 117 : 24S - 32S
  • [6] Predicting commercially available antiviral drugs that may act on the novel coronavirus (SARS-CoV-2) through a drug-target interaction deep learning model
    Beck, Bo Ram
    Shin, Bonggun
    Choi, Yoonjung
    Park, Sungsoo
    Kang, Keunsoo
    [J]. COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2020, 18 : 784 - 790
  • [7] Microglial autophagy-associated phagocytosis is essential for recovery from neuroinflammation
    Berglund, Rasmus
    Guerreiro-Cacais, Andre Ortlieb
    Adzemovic, Milena Z.
    Zeitelhofer, Manuel
    Lund, Harald
    Ewing, Ewoud
    Ruhrmann, Sabrina
    Nutma, Erik
    Parsa, Roham
    Thessen-Hedreul, Melanie
    Amor, Sandra
    Harris, Robert A.
    Olsson, Tomas
    Jagodic, Maja
    [J]. SCIENCE IMMUNOLOGY, 2020, 5 (52)
  • [8] Temsirolimus for advanced renal cell carcinoma
    Bergmann, Lothar
    Maute, Luise
    Guschmann, Michael
    [J]. EXPERT REVIEW OF ANTICANCER THERAPY, 2014, 14 (01) : 9 - 21
  • [9] QuickGO: a web-based tool for Gene Ontology searching
    Binns, David
    Dimmer, Emily
    Huntley, Rachael
    Barrell, Daniel
    O'Donovan, Claire
    Apweiler, Rolf
    [J]. BIOINFORMATICS, 2009, 25 (22) : 3045 - 3046
  • [10] Blanco Melo Daniel, 2020, GEO