Repurposed drugs and nutraceuticals targeting envelope protein: A possible therapeutic strategy against COVID-19.
Antiviral Agents
/ therapeutic use
Artificial Intelligence
COVID-19
/ diet therapy
Conserved Sequence
Coronavirus Envelope Proteins
/ drug effects
Dietary Supplements
Drug Evaluation, Preclinical
/ methods
Drug Repositioning
Humans
Machine Learning
Models, Molecular
Molecular Docking Simulation
Pandemics
Pattern Recognition, Automated
SARS-CoV-2
/ chemistry
User-Computer Interface
COVID-19 Drug Treatment
AI based screening
Drug designing
Drug repurposing
E protein
Molecular docking simulations
Nutraceuticals
Pattern recognition
SARS-CoV-2 infection
Journal
Genomics
ISSN: 1089-8646
Titre abrégé: Genomics
Pays: United States
ID NLM: 8800135
Informations de publication
Date de publication:
01 2021
01 2021
Historique:
received:
20
08
2020
revised:
06
10
2020
accepted:
09
11
2020
pubmed:
16
11
2020
medline:
7
2
2021
entrez:
15
11
2020
Statut:
ppublish
Résumé
COVID-19 pandemic caused by SARS-CoV-2 has already claimed millions of lives worldwide due to the absence of a suitable anti-viral therapy. The CoV envelope (E) protein, which has not received much attention so far, is a 75 amino acid long integral membrane protein involved in assembly and release of the virus inside the host. Here we have used artificial intelligence (AI) and pattern recognition techniques for initial screening of FDA approved pharmaceuticals and nutraceuticals to target this E protein. Subsequently, molecular docking simulations have been performed between the ligands and target protein to screen a set of 9 ligand molecules. Finally, we have provided detailed insight into their mechanisms of action related to the varied symptoms of infected patients.
Identifiants
pubmed: 33189776
pii: S0888-7543(20)32007-3
doi: 10.1016/j.ygeno.2020.11.009
pmc: PMC7661923
pii:
doi:
Substances chimiques
Antiviral Agents
0
Coronavirus Envelope Proteins
0
envelope protein, SARS-CoV-2
0
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
1129-1140Informations de copyright
Copyright © 2020. Published by Elsevier Inc.
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