Evidence map›Paper›PMID 42749405›Full record

ArticleJournal, genetic engineering & biotechnology2026

Investigating the prognostics and theranostic cell cycle-related genes of Hinokinin in high-grade glioma: an integrated network pharmacology, bioinformatics, and molecular docking approach.

Oukhdouch Anass, Nadir Youssef, Salman El Mostafa, Jebhi Khalid, Zinbi Basma, Sellami Souad, Rais Hanane

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Article in Journal, genetic engineering & biotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Oukhdouch AnassMorphoscience Research Laboratory, Faculty of Medicine and Pharmacy, Cadi Ayyad University, Marrakech, Morocco; Anatomic Pathology Department, Biopathology laboratory, Clinical Research Center, University Hospital Mohammed VI, Marrakech, Morocco. Electronic address: a.oukhdouch.ced@uca.ac.ma.
Nadir YoussefBiological Engineering Laboratory, Faculty of Science and Technology, Sultan Moulay Slimane University, Beni Mellal 23000, Morocco.
Salman El MostafaGenetics department, Clinical Research Center, University Hospital Mohammed VI, Marrakech, Morocco; Research Center for Childhood, Health and Sustainable Development, Faculty of Medicine and Pharmacy, Cadi Ayyad University, Marrakech, Morocco.
Jebhi KhalidHistology, Embryology and Cytogenetics Laboratory, Faculty of Medicine and Pharmacy, Cadi Ayyad University, Marrakech, Morocco.
Zinbi BasmaAnatomic Pathology Department, Biopathology laboratory, Clinical Research Center, University Hospital Mohammed VI, Marrakech, Morocco.
Sellami SouadAnatomic Pathology Department, Biopathology laboratory, Clinical Research Center, University Hospital Mohammed VI, Marrakech, Morocco.
Rais HananeMorphoscience Research Laboratory, Faculty of Medicine and Pharmacy, Cadi Ayyad University, Marrakech, Morocco; Anatomic Pathology Department, Biopathology laboratory, Clinical Research Center, University Hospital Mohammed VI, Marrakech, Morocco. Electronic address: ha.rais@uca.ac.ma.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundGlioblastoma (GBM) is the most malignant and prevalent primary brain tumor in adults, accounting for up to 60% of all adult brain tumor, classified as WHO grade 4. Uncontrolled cell-cycle progression is one of the hallmarks of GBM. The patient prognosis is still poor after multimodal treatment, underscoring the need for new therapeutic strategies. Derived from Piper cubeba, hinokinin is a bioactive dibenzylbutyrolactone lignan that has demonstrated interesting anticancer effects. However, little is known about its molecular processes in GBM.

methodsTo understand the therapeutic potential of Hinokinin in GBM, we used an integrated network pharmacology, transcriptomic and molecular docking method. GBM-related genes and differentially expressed genes (DEGs) were found in the GeneCards and GEPIA2 databases. Hinokinin-associated targets were predicted using SwissTargetPrediction. Protein-protein interaction (PPI) networks, Gene Ontology (GO), and KEGG pathway enrichment analyses were used to further evaluate the core targets that were identified by intersecting these datasets. Expression profiling, survival analysis, immune infiltration analysis, genetic alteration analysis, and scRNA-sequencing datasets were used to determine clinical significance. Hinokinin's binding affinity and drug-likeness were evaluated using molecular docking and ADMET analyses.

resultsHinokinin's targets in GBM were found to be 36 overlapping genes with enrichment in cell-cycle regulation, kinase activity, and carcinogenic pathways. CDK2, PLK1, CHEK1, AURKA, and AURKB were identified as important hub genes by PPI network analysis. These genes were related in tumors with p53/Rb alterations, markedly elevated in GBM tissues, linked to poor overall survival (OS), and mostly expressed at the single-cell level in malignant cell types. Strong negative relationships between hub gene expression and several immune cell types were found by immune infiltration analysis. Frequent transcriptional dysregulation of these kinases was shown by genetic alteration analysis, and this was associated with a poor prognosis. Hinokinin interacts to all five hub proteins with strong binding energies. Drug-likeness and blood brain barrier (BBB) permeability, were validated by ADMET.

conclusionOur findings highlight that Hinokinin may have antitumor effects in GBM targeting key cell-cycle and mitotic kinases involved in tumor growth and poor prognosis. These results provide a strong mechanistic rationale for Hinokinin as a promising multitarget therapeutic for GBM.

Indexed as

Cell-cycle kinasesGlioblastomaHinokininMolecular dockingNetwork pharmacology

Identifiers

PMID42749405
PMCPMC13311168

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