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Network analytics for drug repurposing in COVID-19.

Authors :
Siminea, Nicoleta
Popescu, Victor
Martin, Jose Angel Sanchez
Florea, Daniela
Gavril, Georgiana
Gheorghe, Ana-Maria
Iţcuş, Corina
Kanhaiya, Krishna
Pacioglu, Octavian
Popa, Laura Ioana
Trandafir, Romica
Tusa, Maria Iris
Sidoroff, Manuela
Păun, Mihaela
Czeizler, Eugen
Păun, Andrei
Petre, Ion
Source :
Briefings in Bioinformatics; Jan2022, Vol. 23 Issue 1, p1-13, 13p
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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14675463
Volume :
23
Issue :
1
Database :
Complementary Index
Journal :
Briefings in Bioinformatics
Publication Type :
Academic Journal
Accession number :
155892373
Full Text :
https://doi.org/10.1093/bib/bbab490