Citation: Alanazi, K.M.; Farah, M.A.;
Hor, Y.-Y. Multi-Targeted Approaches
and Drug Repurposing Reveal
Possible SARS-CoV-2 Inhibitors.
Vaccines 2022, 10, 24. https://
doi.org/10.3390/vaccines10010024
Academic Editors: S. Louise Cosby
and Hinh Ly
Received: 13 November 2021
Accepted: 16 December 2021
Published: 26 December 2021
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Article
Multi-Targeted Approaches and Drug Repurposing Reveal
Possible SARS-CoV-2 Inhibitors
Khalid Mashay Alanazi
1
, Mohammad Abul Farah
1
and Yan-Yan Hor
2,
*
1
Department of Zoology, College of Science, King Saud University, Riyadh 11451, Saudi Arabia;
kalanzi@ksu.edu.sa (K.M.A.); mfarah@ksu.edu.sa (M.A.F.)
2
Department of Biotechnology, Yeungnam University, 280 Daehak-ro, Gyeongsan 38541, Gyeongbuk-do, Korea
* Correspondence: yanyanhor@yu.ac.kr
Abstract: The COVID-19 pandemic caused by SARS-CoV-2 is unprecedented in recent memory
owing to the non-stop escalation in number of infections and deaths in almost every country of
the world. The lack of treatment options further worsens the scenario, thereby necessitating the
exploration of already existing US FDA-approved drugs for their effectiveness against COVID-19. In
the present study, we have performed virtual screening of nutraceuticals available from DrugBank
against 14 SARS-CoV-2 proteins. Molecular docking identified several inhibitors, two of which, rutin
and NADH, displayed strong binding affinities and inhibitory potential against SARS-CoV-2 proteins.
Further normal model-based simulations were performed to gain insights into the conformational
transitions in proteins induced by the drugs. The computational analysis in the present study paves
the way for experimental validation and development of multi-target guided inhibitors to fight
COVID-19.
Keywords: COVID-19; drug repurposing; multi-targeted inhibitors; structural proteins; non-
structural proteins
1. Introduction
Starting from one patient in December 2019 at Wuhan city of China, COVID-19 has
caused mayhem worldwide. As of 24 April 2020, SARS-CoV-2, the etiological agent of
COVID-19 has infected 165,069,258 people causing 3,422,907 deaths globally (as of 21 May
2021) [1]. The situation is further worsened by variants of COVID-19 circulating in the
global population, which have tremendously increased the transmission rate of the virus [2].
Apart from mutational, structural, and phylogenetic analyses of the SARS-CoV-2 genome,
scientists have been centering on drug repurposing to develop therapeutics to combat SARS-
CoV-2 contagion [3]. Various existing drugs, Remdesivir, Lopinavir/Ritonavir, Interferon
beta-1a, Chloroquine/hydroxychloroquine, are under SOLIDARITY trial initiated by WHO
for their inhibitory activity against different proteins of SARS-CoV-2 [4,5] nevertheless
better targeted inhibitors are required for COVID-19 treatment.
SARS-CoV-2 genome is known to encode up to 14 open reading frames that translate
to structural proteins, spike (S), membrane (M), envelope (E) and nucleocapsid (N); two
huge non-structural proteins (NSPs) cleaving into sixteen smaller proteins along with nine
accessory factors. The virus uses S protein to bind to the angiotensin-converting enzyme 2
(ACE2) receptor to enter the host cell. Both the M and E proteins are involved in forming the
virus envelope and the pathogenesis of the virus, while the N protein binds to the virus’s
RNA genome, creating the nucleocapsid [6]. NSPs form the replication/transcription
complex that includes the papain-like proteinase (NSP3), the main proteinase (NSP5), the
NSP7-NSP8 complex, the RNA-dependent RNA polymerase (NSP12), a NTPase/helicase
(NSP13), an exonuclease (NSP14), an endonuclease (NSP15), and 2
′
O-methyltransferases
(NSP16). Another group of SARS-CoV-2 is the accessory proteins, 3a, 3b, 6, 7a, 7b, 8, 9b,
9c and 10. The accessory proteins serve multitude of functions in virus replication [7]. In
Vaccines 2022, 10, 24. https://doi.org/10.3390/vaccines10010024 https://www.mdpi.com/journal/vaccines