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

IF 3.1 4区 医学 Q2 PHARMACOLOGY & PHARMACY
Murat Isıyel, Hamid Ceylan, Yeliz Demir
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引用次数: 0

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.

整合生物信息学和分子对接ıdentify CCNB1、CDK1和CYP1A2作为植物化学物质治疗肝癌的靶点。
肝细胞癌(HCC)是一种全球流行的恶性肿瘤,也是癌症相关死亡的主要原因;迫切需要可靠的预后生物标志物和可行的治疗策略。本研究旨在通过综合转录组学和生物信息学分析,确定HCC潜在的诊断和治疗基因靶点。具体来说,我们整合了四个GEO微阵列数据集来获得共识差异表达基因(DEGs),构建了一个高置信度的蛋白质-蛋白质相互作用网络,并使用多个CytoHubba拓扑指标对中心基因进行了优先排序。为了探索药理相关性,我们将枢纽基因与来自比较毒物基因组学数据库的四种生物活性化合物(二甲双胍、姜黄素、白藜芦醇、水仙花素)的已知靶点进行交叉比对;然后进行硅验证(GEPIA2, UALCAN, TIMER)和分子对接。我们确定了290个共识deg和7个枢纽基因,其中CCNB1和CDK1上调,而CYP1A2下调并被选为关键候选基因。基因本体和KEGG分析暗示这些基因参与细胞周期进程和p53信号传导。免疫浸润分析显示CCNB1/CDK1表达与先天免疫细胞浸润呈正相关,而CYP1A2表达与先天免疫细胞浸润呈负相关。分子对接显示了所选化合物与靶蛋白之间良好的结合亲和力。总的来说,我们的研究结果表明CCNB1和CDK1是潜在的致癌标志物,CYP1A2是HCC中假定的肿瘤抑制因子,需要进一步的功能验证以用于诊断和治疗开发。
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来源期刊
CiteScore
6.20
自引率
5.60%
发文量
142
审稿时长
4-8 weeks
期刊介绍: Naunyn-Schmiedeberg''s Archives of Pharmacology was founded in 1873 by B. Naunyn, O. Schmiedeberg and E. Klebs as Archiv für experimentelle Pathologie und Pharmakologie, is the offical journal of the German Society of Experimental and Clinical Pharmacology and Toxicology (Deutsche Gesellschaft für experimentelle und klinische Pharmakologie und Toxikologie, DGPT) and the Sphingolipid Club. The journal publishes invited reviews, original articles, short communications and meeting reports and appears monthly. Naunyn-Schmiedeberg''s Archives of Pharmacology welcomes manuscripts for consideration of publication that report new and significant information on drug action and toxicity of chemical compounds. Thus, its scope covers all fields of experimental and clinical pharmacology as well as toxicology and includes studies in the fields of neuropharmacology and cardiovascular pharmacology as well as those describing drug actions at the cellular, biochemical and molecular levels. Moreover, submission of clinical trials with healthy volunteers or patients is encouraged. Short communications provide a means for rapid publication of significant findings of current interest that represent a conceptual advance in the field.
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