5-甲基胞嘧啶甲基化预测宫颈癌预后,塑造免疫细胞浸润。

IF 1.4 4区 医学 Q4 MEDICINE, RESEARCH & EXPERIMENTAL
Journal of International Medical Research Pub Date : 2025-04-01 Epub Date: 2025-04-12 DOI:10.1177/03000605251328301
Luyang Su, Ren Xu, Yanan Ren, Shixia Zhao, Liyun Song, Cuiqiao Meng, Weilan Liu, Xuan Zhou, Zeqing Du
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引用次数: 0

摘要

在后基因组时代,包括DNA和RNA修饰在内的去遗传学已经成为一个重要的研究领域。许多研究已经阐明了表观遗传学对肿瘤调控的影响。然而,5-甲基胞嘧啶在宫颈癌中的甲基化模式及其在肿瘤微环境和免疫治疗中的作用仍然知之甚少。方法利用来自癌症基因组图谱和基因表达综合库的306例宫颈癌患者样本的综合数据集,我们深入分析了5-甲基胞嘧啶修饰模式与肿瘤微环境中细胞浸润之间的潜在关联,并考虑了5-甲基胞嘧啶修饰的11个调节因子。随后,我们采用逐步回归、最小绝对收缩和选择算子Cox回归来量化宫颈鳞状细胞癌和宫颈内腺癌患者的5-甲基胞嘧啶修饰模式,得出5-甲基胞嘧啶评分。我们的研究探讨了5-甲基胞嘧啶评分与宫颈鳞状细胞癌和宫颈内腺癌患者的临床特征和预后之间的联系。结果对306例宫颈癌患者进行综合分析,发现两种不同的5-甲基胞嘧啶修饰模式,因此标记为5-甲基胞嘧啶簇A和b。这些簇具有不同的免疫学特征和生物学特性,其中5-甲基胞嘧啶簇A表现出更高程度的免疫细胞浸润。利用单因素Cox回归分析,我们鉴定出367个受5-甲基胞嘧啶调控的与患者预后显著相关的基因。该分析进一步将样本分为三个不同的基因组亚型。生存分析表明,属于基因簇C的患者比属于基因簇A和B的患者表现出更有利的生存结果。有趣的是,大多数5-甲基胞嘧啶调节因子在基因簇B中的表达水平高于基因簇A。基因集富集分析显示,基因簇B中免疫细胞浸润升高,表明该基因簇中免疫应答更强。5-甲基胞嘧啶评分特征用于确定宫颈癌中5-甲基胞嘧啶修饰模式,揭示5-甲基胞嘧啶评分低的患者具有更好的生存率,而得分高的患者具有更高的突变频率和更好的治疗反应。结论本研究强调了5-甲基胞嘧啶修饰模式在宫颈癌中的关键作用。对这些模式的分析将加深我们对宫颈癌肿瘤微环境的认识,为开发更精细、更有效的免疫治疗策略铺平道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
5-Methylcytosine methylation predicts cervical cancer prognosis, shaping immune cell infiltration.

BackgroundEpigenetics, encompassing DNA and RNA modifications, has emerged as a prominent area of research in the post-genomic era. Numerous studies have elucidated the impact of epigenetics on tumor regulation. However, the methylation patterns of 5-methylcytosine in cervical cancer as well as its role in the tumor microenvironment and immunotherapy remain poorly understood.MethodsUtilizing a comprehensive dataset encompassing samples from 306 patients with cervical cancer from The Cancer Genome Atlas and Gene Expression Omnibus repositories, we conducted an in-depth analysis to evaluate the potential association between the modification patterns of 5-methylcytosine and the infiltration of cells within the tumor microenvironment, taking into account 11 regulators of 5-methylcytosine modification. Subsequently, we employed stepwise regression and Least Absolute Shrinkage and Selection Operator Cox regression to quantify 5-methylcytosine modification patterns in patients with cervical squamous cell carcinoma and endocervical adenocarcinoma, yielding the 5-methylcytosine score. Our study explored the link between the 5-methylcytosine score and clinical characteristics as well as prognostic outcomes in patients with cervical squamous cell carcinoma and endocervical adenocarcinoma.ResultsA comprehensive analysis of 306 patients with cervical cancer revealed two distinct 5-methylcytosine modification patterns, henceforth labeled as 5-methylcytosine clusters A and B. These clusters exhibited distinct immunological profiles and biological attributes, with 5-methylcytosine cluster A exhibiting a higher degree of immune cell infiltration. Utilizing univariate Cox regression analysis, we identified 367 genes regulated by 5-methylcytosine that were significantly correlated with patient prognosis. This analysis further stratified the samples into three distinct genomic subtypes. Survival analyses indicated that patients belonging to gene cluster C exhibited more favorable survival outcomes than those belonging to gene clusters A and B. Intriguingly, most 5-methylcytosine regulatory factors had higher expression levels in gene cluster B than in gene cluster A. Gene set enrichment analysis of a single sample revealed elevated immune cell infiltration within gene cluster B, indicating a stronger immune response in this cluster. The 5-methylcytosine score feature was utilized to determine the 5-methylcytosine modification pattern in cervical cancer, revealing that patients with low 5-methylcytosine scores exhibited better survival rates, whereas those with high scores had increased mutation frequencies and better treatment responses.ConclusionsThis research underscores the key role of 5-methylcytosine modification patterns in cervical cancer. Analysis of these patterns will deepen our understanding of the cervical cancer tumor microenvironment, paving the way for the development of more refined and effective immunotherapy strategies.

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来源期刊
CiteScore
3.20
自引率
0.00%
发文量
555
审稿时长
1 months
期刊介绍: _Journal of International Medical Research_ is a leading international journal for rapid publication of original medical, pre-clinical and clinical research, reviews, preliminary and pilot studies on a page charge basis. As a service to authors, every article accepted by peer review will be given a full technical edit to make papers as accessible and readable to the international medical community as rapidly as possible. Once the technical edit queries have been answered to the satisfaction of the journal, the paper will be published and made available freely to everyone under a creative commons licence. Symposium proceedings, summaries of presentations or collections of medical, pre-clinical or clinical data on a specific topic are welcome for publication as supplements. Print ISSN: 0300-0605
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