Epigenetic Signatures and Prognostic Biomarkers Analysis of Methylation-Driven Genes in Uterine Endometrial Carcinosarcoma.

IF 1.5 4区 医学 Q4 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Na Zhang, Wangshu Li, Fang Wang, Cailing Han, Guijun Li, Liyun Ren, Chen Hua
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引用次数: 0

Abstract

Uterine corpus endometrial carcinoma (UCEC) is one of the most common gynecological malignancies, and understanding the molecular mechanisms underlying its development is essential for improving diagnosis and treatment. However, the role of DNA methylation, a key epigenetic modification, in UCEC prognosis prediction and clinical treatment strategies has rarely been studied. This study utilized publicly available datasets from The Cancer Genome Atlas (TCGA) and online bioinformatics tools to analyze the differential methylation and expression of six selected genes: TP53, PTEN, PTX3, TNK1, PPP2R1A, and KLRG2. These genes were chosen based on their known roles in cancer-related pathways, previous associations with oncogenic processes, and preliminary data showing significant changes in methylation and expression in UCEC compared with normal tissues. We integrated mRNA expression and DNA methylation data with the MethylMix method to identify genes with methylation-driven expression changes. Our analysis revealed that these genes exhibit distinct differential expression and methylation patterns in UCEC, suggesting potential regulatory mechanisms. The expression patterns across the six genes were observed, and TP53, TNK1, PPP2R1A, and KLRG2 were upregulated in tumors, and PTX3 was downregulated in tumors. At the same time, there was no significant change in the expression of PTEN gene. The differential expression correlates with changes in methylation, providing insights into the gene regulation occurring in UCEC. Additionally, Kaplan-Meier survival analysis revealed that the expression levels of specific genes, particularly PTX3, TNK1, and KLRG1, are significantly associated with overall survival in UCEC patients. Higher expression of these genes correlated with poorer survival outcomes, suggesting their potential as prognostic markers. In contrast, the expression of TP53, PTEN, and PPP2R1A did not show a significant impact on patient survival. The functional importance of these genes was investigated utilizing pathway enrichment and protein-protein interaction networks. Additionally, pathway enrichment analysis indicated these genes are involved in critical cancer pathways. The findings highlight the importance of integrating epigenetic and transcriptomic data to understand UCEC pathogenesis and suggest that the identified genes could serve as potential biomarkers for early diagnosis and treatment strategies.

子宫内膜癌肉瘤中甲基化驱动基因的表观遗传特征和预后生物标志物分析。
子宫体子宫内膜癌(UCEC)是妇科最常见的恶性肿瘤之一,了解其发生发展的分子机制对提高诊断和治疗水平具有重要意义。然而,作为一种关键的表观遗传修饰,DNA甲基化在UCEC预后预测和临床治疗策略中的作用很少被研究。本研究利用来自癌症基因组图谱(TCGA)的公开数据集和在线生物信息学工具分析了六个选定基因的差异甲基化和表达:TP53, PTEN, PTX3, TNK1, PPP2R1A和KLRG2。这些基因的选择是基于它们在癌症相关途径中的已知作用,先前与致癌过程的关联,以及与正常组织相比,UCEC中甲基化和表达发生显著变化的初步数据。我们使用MethylMix方法整合mRNA表达和DNA甲基化数据,以鉴定甲基化驱动表达变化的基因。我们的分析显示,这些基因在UCEC中表现出明显的差异表达和甲基化模式,提示潜在的调控机制。观察6个基因的表达模式,TP53、TNK1、PPP2R1A、KLRG2在肿瘤中上调,PTX3在肿瘤中下调。同时,PTEN基因的表达无明显变化。差异表达与甲基化变化相关,为UCEC中发生的基因调控提供了见解。此外,Kaplan-Meier生存分析显示,特定基因的表达水平,特别是PTX3、TNK1和KLRG1,与UCEC患者的总生存显著相关。这些基因的高表达与较差的生存结果相关,表明它们可能作为预后标志物。相比之下,TP53、PTEN和PPP2R1A的表达对患者生存没有显着影响。利用途径富集和蛋白-蛋白相互作用网络研究了这些基因的功能重要性。此外,途径富集分析表明这些基因参与了关键的癌症途径。这些发现强调了整合表观遗传学和转录组学数据对了解UCEC发病机制的重要性,并表明鉴定的基因可以作为早期诊断和治疗策略的潜在生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Critical Reviews in Eukaryotic Gene Expression
Critical Reviews in Eukaryotic Gene Expression 生物-生物工程与应用微生物
CiteScore
2.70
自引率
0.00%
发文量
67
审稿时长
1 months
期刊介绍: Critical ReviewsTM in Eukaryotic Gene Expression presents timely concepts and experimental approaches that are contributing to rapid advances in our mechanistic understanding of gene regulation, organization, and structure within the contexts of biological control and the diagnosis/treatment of disease. The journal provides in-depth critical reviews, on well-defined topics of immediate interest, written by recognized specialists in the field. Extensive literature citations provide a comprehensive information resource. Reviews are developed from an historical perspective and suggest directions that can be anticipated. Strengths as well as limitations of methodologies and experimental strategies are considered.
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