In Silico Network Toxicology, Molecular Docking, and Multi-Level Bioinformatics Reveal Methyl Eugenol-Induced Hepatocellular Carcinoma Mechanisms in Humans

dc.contributor.author Karakus, Fuat
dc.contributor.author Tanriverdi, Zuebeyde
dc.contributor.author Kuzu, Burak
dc.date.accessioned 2025-06-01T20:06:53Z
dc.date.available 2025-06-01T20:06:53Z
dc.date.issued 2025
dc.description.abstract BackgroundMethyl eugenol (ME), a natural compound found in various essential oils, has recently been classified as a Group 2A carcinogen by the International Agency for Research on Cancer.MethodsThis study aims to investigate the potential molecular mechanisms and underlying ME-induced hepatocellular carcinoma (HCC) in humans using network toxicology, molecular docking, and integrative bioinformatics approaches, including transcriptomic and survival analyses of human HCC datasets.ResultsEnrichment analysis highlighted significant associations with pathways related to steroid metabolic processes, extracellular exosomes, and diverse binding activities. KEGG pathway enrichment further implicated metabolic pathways in ME-induced HCC development. Integration of STRING and Cytoscape analyses identified 14 hub targets, including key proteins such as AURKB, CCNB1, CDK1, and PLK1. Molecular docking studies demonstrated weak binding affinities of ME to these targets compared to their specific inhibitors. However, microarray data and survival analyses of human HCC samples revealed that AURKB, CCNB1, CDK1, and PLK1 are upregulated in HCC, with higher expression levels correlating with poorer overall survival, particularly for CCNB1.ConclusionsThese findings suggest that ME exposure may enhance the expression of these genes in hepatocytes, disrupting the cell cycle and promoting proliferation. This study provides valuable insights into the molecular mechanisms of ME-induced HCC in humans and highlights potential therapeutic targets, such as CCNB1, for further investigation. en_US
dc.identifier.doi 10.1002/cam4.70768
dc.identifier.issn 2045-7634
dc.identifier.scopus 2-s2.0-105005230024
dc.identifier.uri https://doi.org/10.1002/cam4.70768
dc.identifier.uri https://hdl.handle.net/20.500.14720/25029
dc.language.iso en en_US
dc.publisher Wiley en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.subject Ccnb1 en_US
dc.subject Cell Cycle en_US
dc.subject Hepatocellular Carcinoma en_US
dc.subject In Silico en_US
dc.subject Methyl Eugenol en_US
dc.title In Silico Network Toxicology, Molecular Docking, and Multi-Level Bioinformatics Reveal Methyl Eugenol-Induced Hepatocellular Carcinoma Mechanisms in Humans en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.author.scopusid 57201195704
gdc.author.scopusid 57223595144
gdc.author.scopusid 57170612000
gdc.author.wosid Karakuş, Fuat/O-2627-2019
gdc.coar.access open access
gdc.coar.type text::journal::journal article
gdc.description.department T.C. Van Yüzüncü Yıl Üniversitesi en_US
gdc.description.departmenttemp [Karakus, Fuat] Van Yuzuncu Yil Univ, Fac Pharm, Dept Pharmaceut Toxicol, Van, Turkiye; [Tanriverdi, Zuebeyde] Agri Ibrahim Cecen Univ, Fac Pharm, Dept Pharmaceut Toxicol, Agri, Turkiye; [Kuzu, Burak] Van Yuzuncu Yil Univ, Fac Pharm, Dept Pharmaceut Chem, Van, Turkiye en_US
gdc.description.issue 10 en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q3
gdc.description.volume 14 en_US
gdc.description.woscitationindex Science Citation Index Expanded
gdc.description.wosquality Q2
gdc.identifier.pmid 40370109
gdc.identifier.wos WOS:001488180200001
gdc.index.type WoS
gdc.index.type Scopus
gdc.index.type PubMed

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