Bioinformatics Analysis Reveals CDK1 and DLGAP5 as Key Modulators of Tumor Immune Cell Infiltration in Hepatocellular Carcinoma.

IF 2.5 4区 医学 Q3 ONCOLOGY Cancer Management and Research Pub Date : 2024-11-14 eCollection Date: 2024-01-01 DOI:10.2147/CMAR.S478426
Jiajing Li, Qi Liu, Ting Zhang, Qian Du
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Abstract

Introduction: Hepatocellular carcinoma (HCC), a prevalent and aggressive form of cancer, poses significant challenges due to its limited therapeutic options. This study aims to leverage multi-omics data from liver cancer to identify potential therapeutic targets for HCC.

Methods: We employed an integrative approach by analyzing various omics datasets related to liver cancer. Through comprehensive data mining and analysis, we identified key genes that are significantly associated with HCC. To gain insights into their biological roles and underlying mechanisms, we constructed gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway networks. Specifically, we focused on genes that exhibited high expression levels in HCC and were correlated with poor patient prognosis. Among these, CDK1 and DLGAP5 emerged as promising candidates and were further investigated for their potential involvement in tumor immune cell infiltration and HCC progression.

Results: Our analysis revealed that CDK1 and DLGAP5 are highly expressed in HCC tissues compared to normal liver tissues, and their elevated expression is associated with unfavorable clinical outcomes. Furthermore, through GO and KEGG pathway analyses, we found that these genes are implicated in critical biological processes and signaling pathways relevant to HCC pathogenesis. Notably, CDK1 and DLGAP5 were shown to be associated with tumor immune cell infiltration, suggesting their potential role in modulating the tumor microenvironment and promoting HCC progression.

Discussion: These findings provide valuable insights into the development of novel therapeutic approaches for HCC.

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生物信息学分析揭示 CDK1 和 DLGAP5 是肝细胞癌中肿瘤免疫细胞浸润的关键调节因子
导言:肝细胞癌(HCC)是一种流行且具有侵袭性的癌症,由于其治疗方案有限而面临巨大挑战。本研究旨在利用肝癌的多组学数据来确定 HCC 的潜在治疗靶点:我们采用了一种综合方法,分析了与肝癌相关的各种组学数据集。通过全面的数据挖掘和分析,我们确定了与 HCC 显著相关的关键基因。为了深入了解这些基因的生物学作用和内在机制,我们构建了基因本体(GO)和京都基因组百科全书(KEGG)通路网络。具体来说,我们重点研究了在 HCC 中表现出高表达水平且与患者不良预后相关的基因。其中,CDK1和DLGAP5成为有希望的候选基因,我们进一步研究了它们在肿瘤免疫细胞浸润和HCC进展中的潜在参与:我们的分析表明,与正常肝组织相比,CDK1 和 DLGAP5 在 HCC 组织中高表达,它们的高表达与不利的临床预后相关。此外,通过 GO 和 KEGG 通路分析,我们发现这些基因参与了与 HCC 发病机制相关的关键生物过程和信号通路。值得注意的是,CDK1和DLGAP5被证明与肿瘤免疫细胞浸润有关,这表明它们在调节肿瘤微环境和促进HCC进展中可能发挥作用:这些发现为开发治疗 HCC 的新方法提供了宝贵的见解。
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来源期刊
Cancer Management and Research
Cancer Management and Research Medicine-Oncology
CiteScore
7.40
自引率
0.00%
发文量
448
审稿时长
16 weeks
期刊介绍: Cancer Management and Research is an international, peer reviewed, open access journal focusing on cancer research and the optimal use of preventative and integrated treatment interventions to achieve improved outcomes, enhanced survival, and quality of life for cancer patients. Specific topics covered in the journal include: ◦Epidemiology, detection and screening ◦Cellular research and biomarkers ◦Identification of biotargets and agents with novel mechanisms of action ◦Optimal clinical use of existing anticancer agents, including combination therapies ◦Radiation and surgery ◦Palliative care ◦Patient adherence, quality of life, satisfaction The journal welcomes submitted papers covering original research, basic science, clinical & epidemiological studies, reviews & evaluations, guidelines, expert opinion and commentary, and case series that shed novel insights on a disease or disease subtype.
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