Transcriptomics-based drug repositioning pipeline identifies therapeutic candidates for COVID-19.


Journal

Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288

Informations de publication

Date de publication:
10 06 2021
Historique:
received: 15 03 2021
accepted: 17 05 2021
entrez: 11 6 2021
pubmed: 12 6 2021
medline: 29 6 2021
Statut: epublish

Résumé

The novel SARS-CoV-2 virus emerged in December 2019 and has few effective treatments. We applied a computational drug repositioning pipeline to SARS-CoV-2 differential gene expression signatures derived from publicly available data. We utilized three independent published studies to acquire or generate lists of differentially expressed genes between control and SARS-CoV-2-infected samples. Using a rank-based pattern matching strategy based on the Kolmogorov-Smirnov Statistic, the signatures were queried against drug profiles from Connectivity Map (CMap). We validated 16 of our top predicted hits in live SARS-CoV-2 antiviral assays in either Calu-3 or 293T-ACE2 cells. Validation experiments in human cell lines showed that 11 of the 16 compounds tested to date (including clofazimine, haloperidol and others) had measurable antiviral activity against SARS-CoV-2. These initial results are encouraging as we continue to work towards a further analysis of these predicted drugs as potential therapeutics for the treatment of COVID-19.

Identifiants

pubmed: 34112877
doi: 10.1038/s41598-021-91625-1
pii: 10.1038/s41598-021-91625-1
pmc: PMC8192542
doi:

Substances chimiques

Antiviral Agents 0

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

Pagination

12310

Subventions

Organisme : NIAID NIH HHS
ID : T32 AI007334
Pays : United States
Organisme : NIGMS NIH HHS
ID : T32 GM007618
Pays : United States
Organisme : NIH HHS
ID : 5DP1DA038043
Pays : United States
Organisme : NIDA NIH HHS
ID : DP1 DA038043
Pays : United States
Organisme : NIAID NIH HHS
ID : U19 AI135972
Pays : United States

Commentaires et corrections

Type : UpdateOf

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Auteurs

Brian L Le (BL)

Department of Pediatrics, UCSF, San Francisco, CA, USA.
Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA.

Gaia Andreoletti (G)

Department of Pediatrics, UCSF, San Francisco, CA, USA.
Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA.

Tomiko Oskotsky (T)

Department of Pediatrics, UCSF, San Francisco, CA, USA.
Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA.

Albert Vallejo-Gracia (A)

Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA, USA.

Romel Rosales (R)

Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Katharine Yu (K)

Department of Pediatrics, UCSF, San Francisco, CA, USA.
Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA.
Biomedical Sciences Graduate Program, UCSF, San Francisco, CA, USA.

Idit Kosti (I)

Department of Pediatrics, UCSF, San Francisco, CA, USA.
Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA.

Kristoffer E Leon (KE)

Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA, USA.

Daniel G Bunis (DG)

Department of Pediatrics, UCSF, San Francisco, CA, USA.
Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA.
Biomedical Sciences Graduate Program, UCSF, San Francisco, CA, USA.

Christine Li (C)

Department of Pediatrics, UCSF, San Francisco, CA, USA.
Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA.
Shanghai American School, Shanghai, China.

G Renuka Kumar (GR)

Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA, USA.

Kris M White (KM)

Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Adolfo García-Sastre (A)

Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Melanie Ott (M)

Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA, USA.
Department of Medicine, UCSF, San Francisco, CA, USA.

Marina Sirota (M)

Department of Pediatrics, UCSF, San Francisco, CA, USA. marina.sirota@ucsf.edu.
Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA. marina.sirota@ucsf.edu.

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