Evidence map›Paper›PMID 41099846›Full record

ArticleNaunyn-Schmiedeberg's archives of pharmacology2026

Integrated bioinformatics and molecular docking ıdentify CCNB1, CDK1, and CYP1A2 as therapeutic targets of phytochemicals in hepatocellular carcinoma.

Murat Isıyel, Hamid Ceylan, Yeliz Demir

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Article in Naunyn-Schmiedeberg's archives of pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Murat IsıyelFaculty of Science, Department of Molecular Biology and Genetics, Atatürk University, Erzurum, Türkiye.
Hamid CeylanFaculty of Science, Department of Molecular Biology and Genetics, Atatürk University, Erzurum, Türkiye. hamid.ceylan@atauni.edu.tr.
Yeliz DemirDepartment of Pharmacy Services, Nihat Delibalta Göle Vocational High School, Ardahan University, Ardahan, Türkiye. yelizdemir2116@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hepatocellular carcinoma (HCC) is a globally prevalent malignancy and a leading cause of cancer-related mortality; robust prognostic biomarkers and actionable therapeutic strategies are urgently needed. This study aimed to identify potential diagnostic and therapeutic gene targets in HCC through integrated transcriptomic and bioinformatics analyses. Specifically, we integrated four GEO microarray datasets to derive consensus differentially expressed genes (DEGs), constructed a high-confidence protein-protein interaction network, and prioritized hub genes using multiple CytoHubba topological metrics. To explore pharmacological relevance, hub genes were cross-referenced with known targets of four bioactive compounds (metformin, curcumin, resveratrol, silymarin) from the Comparative Toxicogenomics Database; in-silico validations (GEPIA2, UALCAN, TIMER) and molecular docking were then performed. We identified 290 consensus DEGs and seven hub genes, among which CCNB1 and CDK1 were upregulated while CYP1A2 was downregulated and selected as key candidates. Gene ontology and KEGG analyses implicated these genes in cell cycle progression and p53 signaling. Immune-infiltration analysis showed positive associations between CCNB1/CDK1 expression and innate immune cell infiltration, whereas CYP1A2 correlated negatively. Molecular docking revealed favorable binding affinities between the selected compounds and target proteins. Collectively, our results suggest CCNB1 and CDK1 as potential oncogenic markers and CYP1A2 as a putative tumor suppressor in HCC, warranting further functional validation for diagnostic and therapeutic development.

Indexed as

Antineoplastic Agents, PhytogenicCarcinoma, HepatocellularCDC2 Protein KinaseCyclin B1Cytochrome P-450 CYP1A2Liver NeoplasmsPhytochemicalsComputational BiologyGene Expression Regulation, NeoplasticHumansMolecular Docking SimulationProtein Interaction MapsAntineoplastic Agents, PhytogenicCCNB1 protein, humanCDC2 Protein KinaseCDK1 protein, humanCyclin B1Cytochrome P-450 CYP1A2PhytochemicalsBioinformaticsDEGsDockingHepatocellular carcinoma

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.