Identification of Ppa1 Inhibitor Candidates for Potential Repurposing in Cancer Medicine

dc.contributor.author Menteş, Muratcan
dc.contributor.author Yandım, Cihangir
dc.date.accessioned 2023-10-27T06:43:36Z
dc.date.available 2023-10-27T06:43:36Z
dc.date.issued 2023
dc.description.abstract Inorganic pyrophosphatase 1 (PPA1) is pivotal to cellular metabolism as it facilitates the hydrolysis of PPi-a by-product of various metabolic processes that influence cell growth and differentiation. Overexpression of PPA1 enzyme has been linked to diminished patient survival and was shown to influence tumor cell dynamics, thereby positioning it as a potential therapy target for a variety of cancers including colorectal cancer, diffuse large B-cell lymphoma, and lung adenocarcinoma. Despite this therapeutic promise, there are no known inhibitors of PPA1 as of today. In this study, we searched for potential PPA1 inhibitors using a molecular docking screen of 30 470 compounds with a history of clinical trials and/or US Food and Drug Administration approval. We specifically targeted the active pocket that coincides with the established catalytic domain. Our screen identified promising hits, which we further subjected to ADMET (absorption, distribution, metabolism, excretion, and toxicity) filtering. Subsequent molecular dynamics (MD) analyses were conducted on devazepide, quinotolast, and tarazepide-the three substances that successfully navigated all filters. MD analyses reinforced the stability of the protein-ligand complexes and confirmed ligand binding, as substantiated by our root mean square deviation, radius of gyration and secondary structures of proteins analyses. Furthermore, Molecular Mechanics Poisson-Boltzmann Surface Area calculations post-MD identified devazepide and quinotolast as showing higher binding affinities; being supported by principal component analysis, free energy landscape, and dynamic cross-correlation matrix results. Overall, our study reveals devazepide and quinotolast as potential candidates for PPA1 inhibition which could be considered for repurposing studies that need further experimental validation. These results not only reveal a potential for clinical repurposing for PPA1 inhibition but they also offer valuable insights into the development of future compounds for targeting the crucial PPA1 enzyme. en_US
dc.description.sponsorship The high-end computer analyses in this study were performed at TUBITAK ULAKBIM, High Performance and Grid Computing Center (TRUBA Resources). We sincerely thank TUBITAK for providing this platform.; TUBITAK en_US
dc.description.sponsorship The high-end computer analyses in this study were performed at TUBITAK ULAKBIM, High Performance and Grid Computing Center (TRUBA Resources). We sincerely thank TUBITAK for providing this platform. en_US
dc.identifier.doi 10.1002/jcb.30475
dc.identifier.issn 0730-2312
dc.identifier.issn 1097-4644
dc.identifier.scopus 2-s2.0-85171688662
dc.identifier.uri https://doi.org/10.1002/jcb.30475
dc.identifier.uri https://hdl.handle.net/20.500.14365/4895
dc.language.iso en en_US
dc.publisher Wiley en_US
dc.relation.ispartof Journal of Cellular Biochemistry en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.subject cancer en_US
dc.subject drug screen en_US
dc.subject inhibitor en_US
dc.subject molecular docking en_US
dc.subject molecular dynamics en_US
dc.subject phosphate metabolism en_US
dc.subject PPA1 en_US
dc.subject repurposing en_US
dc.subject Inorganic Pyrophosphatase Ppa1 en_US
dc.subject Molecular-Dynamics en_US
dc.subject Functional Validation en_US
dc.subject Clinical-Significance en_US
dc.subject Protein Expression en_US
dc.subject Proteomic Analysis en_US
dc.subject Scoring Function en_US
dc.subject Drug Discovery en_US
dc.subject Phosphate en_US
dc.subject Recognition en_US
dc.title Identification of Ppa1 Inhibitor Candidates for Potential Repurposing in Cancer Medicine en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.author.id YANDIM, Cihangir/0000-0002-2050-6186
gdc.author.institutional
gdc.author.scopusid 57809642600
gdc.author.scopusid 36474168400
gdc.author.wosid YANDIM, Cihangir/AAA-2250-2021
gdc.bip.impulseclass C5
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 [Mentes, Muratcan; Yandim, Cihangir] Izmir Univ Econ, Fac Engn, Dept Genet & Bioengn, Izmir, Turkiye; [Yandim, Cihangir] Dokuz Eylul Univ, Izmir Biomed & Genome Ctr IBG, Hlth Campus, Izmir, Turkiye en_US
gdc.description.endpage 1663
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q2
gdc.description.startpage 1646
gdc.description.volume 124
gdc.description.wosquality Q3
gdc.identifier.openalex W4386924147
gdc.identifier.pmid 37733630
gdc.identifier.wos WOS:001067673400001
gdc.index.type WoS
gdc.index.type Scopus
gdc.index.type PubMed
gdc.oaire.accesstype HYBRID
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gdc.oaire.publicfunded false
gdc.openalex.collaboration National
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gdc.opencitations.count 4
gdc.plumx.mendeley 4
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gdc.scopus.citedcount 3
gdc.virtual.author Yandım, Cihangir
gdc.wos.citedcount 3
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