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解读宫颈癌年龄特异性分子特征并构建血管-免疫预后模型

英文原题:Deciphering age-specific molecular features in cervical cancer and constructing an angio-immune prognostic model.

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Deciphering age-specific molecular features in cervical cancer and constructing an angio-immune prognostic model.

PubMed 2024/04/12(内容时间) Medicine (Baltimore) Q2 · IF 2(JCR 2025)

研究概要

癌症发病率在年轻个体中日益增多。

中文摘要

癌症发病在年轻个体中日益常见。年轻与老年患者发病时的分子差异研究不足。本研究利用公共数据库探讨宫颈癌不同年龄组的基因组、转录组和免疫相关特征。此外,旨在构建一个适用于不同年龄队列的预后模型,实现精准的患者分层和个性化治疗。从317例宫颈癌患者中获取基因突变、表达数据和临床病理信息。根据发病中位年龄将这些患者分为年轻组和老年组。通过R软件分析差异基因突变、基因表达和免疫细胞分析的特征。最后,通过对血管生成和免疫基因集进行单因素Cox、最小绝对收缩和选择算子以及多因素Cox回归分析构建预后模型。使用另外300例宫颈鳞状细胞癌和宫颈内膜腺癌组织进一步验证其有效性。老年发病年龄的宫颈癌患者与年轻患者相比,NOTCH1和TP53驱动突变的频率显著更高,肿瘤突变负荷也显著更高。然而,两组在基因组不稳定性和年龄相关突变特征方面无显著差异。差异基因表达分析显示,年轻组显著上调干扰素-α和γ反应,并在多个代谢途径中表现出显著更高的活性。免疫微环境分析表明,年轻组中树突状细胞和NK 细胞富集,而老年组中转化生长因子-β特征富集,表明免疫排斥程度更高。基于血管生成和T细胞免疫基因集的多基因预后模型显示出优异的预后性能,且独立于年龄等临床因素。该模型识别的高风险组表现出促肿瘤过程的显著激活,如转移和血管生成。我们的研究揭示了年轻和老年宫颈癌发病患者在癌症驱动机制、生物学过程和免疫系统状态方面的不同模式。这些发现阐明了年龄特异性的潜在致癌机制。此外,构建了一个独立的分子预后模型,为患者分层和潜在药物靶点的开发提供了有价值的参考。

展开英文摘要原文

Cancer incidence is increasingly seen in younger individuals. Molecular distinctions between young and elderly patients at onset are understudied. This study used public databases to explore genomic, transcriptomic, and immune-related features across age groups in cervical cancer. Additionally, it aims to create a prognostic model applicable across diverse age cohorts, enabling precise patient stratification, and personalized therapies. Gene mutations, expression data, and clinicopathological information were obtained from 317 cervical cancer patients. These patients were divided into a young group and an old group based on the median age of onset. The characteristics of differential gene mutation, gene expression, and immune cells analysis were analyzed by R software. Finally, the prognostic model was constructed by univariate Cox, least absolute shrinkage and selection operator, and multivariate Cox regression analyses of angiogenic and immune gene sets. Its validity was further confirmed using an additional 300 cervical squamous cell carcinoma and endocervical adenocarcinoma tissues. Cervical cancer patients at elderly onset age exhibit a significantly higher frequency of NOTCH1 and TP53 driver mutations compared to young patients, along with a notably higher tumor mutational burden. However, there were no significant differences between the 2 groups in terms of genomic instability and age-related mutational signatures. Differential gene expression analysis revealed that the young group significantly upregulated interferon-alpha and gamma responses and exhibited significantly higher activity in multiple metabolic pathways. Immune microenvironment analysis indicated enrichment of dendritic cells and natural killer cells in the young group, while transforming growth factor-β signature was enriched in the elderly group, indicating a higher degree of immune exclusion. A multigene prognostic model based on angiogenesis and T cell immune gene sets showed excellent prognostic performance independent of clinical factors such as age. High-risk groups identified by the model exhibit significant activation of tumor-promoting processes, such as metastasis and angiogenesis. Our study reveals distinct patterns in cancer-driving mechanisms, biological processes, and immune system status between young and elderly patients at onset with cervical cancer. These findings shed light on the age-specific underlying mechanisms of carcinogenesis. Furthermore, an independent molecular prognostic model is constructed to provide valuable references for patient stratification and the development of potential drug targets.

论文信息

作者
Zhao X、Fan X、Lin X、Guo B、Yu Y
单位
Department of Public Health, International College, Krirk University, Bangkok, Thailand.Thailand
期刊
Medicine2024 Apr 12
原文标识
PubMed 38608077 · DOI 10.1097/MD.0000000000037717