A Comprehensive Drug Repurposing Study for Covid19 Treatment: Novel Putative Dihydroorotate Dehydrogenase Inhibitors Show Association To Serotonin-Dopamine Receptors

dc.contributor.author Berber, Burak
dc.contributor.author Doluca, Osman
dc.date.accessioned 2023-06-16T14:24:59Z
dc.date.available 2023-06-16T14:24:59Z
dc.date.issued 2021
dc.description.abstract Dihydroorotate dehydrogenase (DHODH) is a key enzyme required for de novo pyrimidine synthesis and it is suggested as a target for COVID19 treatment due to high pyrimidine demand by the virus replication in the infected host cells as well as its proven effect of blocking of cytokine release by the immune cells to prevent inflammation leading to acute respiratory distress. There are a number of clinical trials underway for COVID19 treatment using DHODH inhibitors; however, there are only a small number of known DHODH antagonists available for testing. Here, we have applied a methodology to identify DHODH antagonist candidates, and compared them using in silico target prediction tools. A large set of 7900 FDA-approved and clinical stage drugs obtained from DrugBank were docked against 20 different structures DHODH available in PDB. Drugs were eliminated according to their predicted affinities by Autodock Vina. About 28 FDA-approved and 79 clinical trial ongoing drugs remained. The mode of interaction of these molecules was analyzed by repeating docking using Autodock 4 and DS Visualiser. Finally, the target region predictions of 28 FDA-approved drugs were determined through PASS and SwissTargetPrediction tools. Interestingly, the analysis of in silico target predictions revealed that serotonin-dopamine receptor antagonists could also be potential DHODH inhibitors. Our candidates shared a common attribute, a possible interaction with serotonin-dopamine receptors as well as other oxidoreductases, like DHODH. Moreover, the Bruton Tyrosine Kinase-inhibitor acalabrutunib and serotonin-dopamine receptor inhibitor drugs on our list have been found in the literature that have shown to be effective against Sars-CoV-2, while the path of activity is yet to be identified. Identifying an effective drug that can suppress both inflammation and virus proliferation will play a crucial role in the treatment of COVID. Therefore, we suggest experimental investigation of the 28 FDA-approved drugs on DHODH activity and Sars-CoV-2 virus proliferation. Those who are found experimentally effective can play an important role in COVID19 treatment. Moreover, we suggest investigating COVID19 case conditions in patients using schizophrenia and depression drugs. en_US
dc.identifier.doi 10.1093/bib/bbaa379
dc.identifier.issn 1467-5463
dc.identifier.issn 1477-4054
dc.identifier.uri https://doi.org/10.1093/bib/bbaa379
dc.identifier.uri https://hdl.handle.net/20.500.14365/1820
dc.language.iso en en_US
dc.publisher Oxford Univ Press en_US
dc.relation.ispartof Brıefıngs in Bıoınformatıcs en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.subject COVID19 en_US
dc.subject Sars-CoV-2 en_US
dc.subject DHODH en_US
dc.subject target prediction en_US
dc.subject molecular docking en_US
dc.subject Double-Blind en_US
dc.subject Human Dhodh en_US
dc.subject Coronavirus en_US
dc.subject Sars-Cov-2 en_US
dc.subject Differentiation en_US
dc.subject Optimization en_US
dc.subject Regorafenib en_US
dc.subject Antagonists en_US
dc.subject Sorafenib en_US
dc.subject Metformin en_US
dc.title A Comprehensive Drug Repurposing Study for Covid19 Treatment: Novel Putative Dihydroorotate Dehydrogenase Inhibitors Show Association To Serotonin-Dopamine Receptors en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.author.id Doluca, Osman/0000-0003-0412-6148
gdc.author.id Berber, Burak/0000-0001-5136-5323
gdc.bip.impulseclass C4
gdc.bip.influenceclass C5
gdc.bip.popularityclass C4
gdc.coar.access open access
gdc.coar.type text::journal::journal article
gdc.collaboration.industrial false
gdc.description.department İzmir Ekonomi Üniversitesi en_US
gdc.description.departmenttemp [Berber, Burak] UNAM Univ, Short Term Project, Alzheimers Dis, Mevlana Exchange Programme, Mexico City, DF, Mexico; [Berber, Burak] Eskisehir Tech Univ, Dept Biol, Eskisehir, Turkey; [Doluca, Osman] Izmir Univ Econ, Izmir, Turkey en_US
gdc.description.endpage 1037 en_US
gdc.description.issue 2 en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q1
gdc.description.startpage 1023 en_US
gdc.description.volume 22 en_US
gdc.description.wosquality Q1
gdc.identifier.openalex W3119033172
gdc.identifier.pmid 33406218
gdc.identifier.wos WOS:000642298000032
gdc.index.type WoS
gdc.index.type PubMed
gdc.oaire.accesstype GOLD
gdc.oaire.diamondjournal false
gdc.oaire.impulse 15.0
gdc.oaire.influence 3.0605456E-9
gdc.oaire.isgreen false
gdc.oaire.keywords Oxidoreductases Acting on CH-CH Group Donors
gdc.oaire.keywords SARS-CoV-2
gdc.oaire.keywords Dihydroorotate Dehydrogenase
gdc.oaire.keywords Drug Repositioning
gdc.oaire.keywords Antiviral Agents
gdc.oaire.keywords Receptors, Dopamine
gdc.oaire.keywords COVID-19 Drug Treatment
gdc.oaire.keywords Molecular Docking Simulation
gdc.oaire.keywords Receptors, Serotonin
gdc.oaire.keywords Humans
gdc.oaire.keywords Computer Simulation
gdc.oaire.keywords Enzyme Inhibitors
gdc.oaire.keywords Molecular Biology
gdc.oaire.keywords Information Systems
gdc.oaire.popularity 1.4949787E-8
gdc.oaire.publicfunded false
gdc.oaire.sciencefields 0301 basic medicine
gdc.oaire.sciencefields 03 medical and health sciences
gdc.openalex.collaboration International
gdc.openalex.fwci 1.4085
gdc.openalex.normalizedpercentile 0.82
gdc.opencitations.count 16
gdc.plumx.crossrefcites 14
gdc.plumx.mendeley 61
gdc.plumx.patentfamcites 2
gdc.plumx.pubmedcites 8
gdc.plumx.scopuscites 14
gdc.virtual.author Doluca, Osman
gdc.virtual.author Doluca, Osman
gdc.wos.citedcount 14
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