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Network analytics for drug repurposing in COVID-19.

Authors :
Siminea N
Popescu V
Sanchez Martin JA
Florea D
Gavril G
Gheorghe AM
Iţcuş C
Kanhaiya K
Pacioglu O
Popa LL
Trandafir R
Tusa MI
Sidoroff M
Păun M
Czeizler E
Păun A
Petre I
Source :
Briefings in bioinformatics [Brief Bioinform] 2022 Jan 17; Vol. 23 (1).
Publication Year :
2022

Abstract

To better understand the potential of drug repurposing in COVID-19, we analyzed control strategies over essential host factors for SARS-CoV-2 infection. We constructed comprehensive directed protein-protein interaction (PPI) networks integrating the top-ranked host factors, the drug target proteins and directed PPI data. We analyzed the networks to identify drug targets and combinations thereof that offer efficient control over the host factors. We validated our findings against clinical studies data and bioinformatics studies. Our method offers a new insight into the molecular details of the disease and into potentially new therapy targets for it. Our approach for drug repurposing is significant beyond COVID-19 and may be applied also to other diseases.<br /> (© The Author(s) 2021. Published by Oxford University Press.)

Details

Language :
English
ISSN :
1477-4054
Volume :
23
Issue :
1
Database :
MEDLINE
Journal :
Briefings in bioinformatics
Publication Type :
Academic Journal
Accession number :
34864885
Full Text :
https://doi.org/10.1093/bib/bbab490