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批量多组学与单细胞转录组学的综合分析揭示了宫颈癌中与年龄相关的分子景观改变。

Integrative Analysis of Bulk Multiomics and Single-Cell Transcriptomics Elucidates Age-Related Molecular Landscape Alterations in Cervical Cancer.

作者信息

Chen Qian, Deng Dongfeng, Zhu Hong, Li Shan

机构信息

Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China.

National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China.

出版信息

Ann Surg Oncol. 2025 May 26. doi: 10.1245/s10434-025-17464-w.

Abstract

BACKGROUND

Young and elderly patients with cervical cancer represent two distinct demographic cohorts that have attracted considerable attention in clinical practice. However, the age-related molecular characteristics of these groups remain unclear.

METHODS

Data from 307 patients with cervical cancer, including clinical information and comprehensive bulk multiomics data, were obtained from The Cancer Genome Atlas (TCGA). Single-cell RNA-sequencing (scRNA-seq) data for 11 cervical cancer samples were retrieved from the Gene Expression Omnibus (GEO). The patients were stratified into three age groups: young (<30 years), middle (30-64 years), and old (≥65 years). Comparative analyses of survival outcomes, expression profiles, tumor immune microenvironment, genomic and epigenetic features, treatment responsiveness, and cellular composition were performed. Additionally, external validation was performed using bulk transcriptomic and genomic data from the GEO and MSK-IMPACT datasets.

RESULTS

Young patients exhibited a transcriptional landscape characterized by pronounced aggressiveness and elevated expression of immunosuppressive molecules. Conversely, elderly patients exhibited an increased level of genomic instability and mutations accompanied by an elevated tumor mutation burden and neoantigen counts. Notably, the elderly cohort had a lower Tumor Immune Dysfunction and Exclusion (TIDE) score, whereas the young group had a higher radiosensitivity index and reduced imputed sensitivity scores for multiple chemotherapeutic agents. Additionally, scRNA-seq identified epithelial clusters 5 and 9 as subtypes associated with elderly and young patients, respectively, with cluster 5 displaying characteristics resembling cancer stem cells and cluster 9 exhibiting enhanced oncogenic activity and immunosuppressive capabilities.

CONCLUSIONS

Significant molecular disparities were evident among the young, middle-age, and elderly patients. Thus, age-specific management strategies should be considered in cervical cancer treatment.

摘要

背景

年轻和老年宫颈癌患者代表了两个不同的人群队列,在临床实践中引起了相当大的关注。然而,这些人群与年龄相关的分子特征仍不清楚。

方法

从癌症基因组图谱(TCGA)获得了307例宫颈癌患者的数据,包括临床信息和全面的批量多组学数据。从基因表达综合数据库(GEO)检索了11例宫颈癌样本的单细胞RNA测序(scRNA-seq)数据。患者被分为三个年龄组:年轻组(<30岁)、中年组(30-64岁)和老年组(≥65岁)。对生存结果、表达谱、肿瘤免疫微环境、基因组和表观遗传特征、治疗反应性和细胞组成进行了比较分析。此外,使用来自GEO和MSK-IMPACT数据集的批量转录组和基因组数据进行了外部验证。

结果

年轻患者表现出以明显侵袭性和免疫抑制分子表达升高为特征的转录图谱。相反,老年患者表现出基因组不稳定性和突变水平增加,同时肿瘤突变负担和新抗原计数升高。值得注意的是,老年队列的肿瘤免疫功能障碍和排除(TIDE)评分较低,而年轻组的放射敏感性指数较高,多种化疗药物的估算敏感性评分降低。此外,scRNA-seq确定上皮簇5和9分别为与老年和年轻患者相关的亚型,簇5显示出类似于癌症干细胞的特征,簇9表现出增强的致癌活性和免疫抑制能力。

结论

年轻、中年和老年患者之间存在明显的分子差异。因此,在宫颈癌治疗中应考虑采用针对不同年龄的管理策略。

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