与端粒维护相关的基因对于乳腺癌的预后至关重要
Wei Huang1, Wei Wang2, Tuo-Zhou Dong1
1General Surgery, The First People's Hospital of Jiande, Jiande, Zhejiang, 311600, People's Republic of China.
Breast cancer (Dove Medical Press)
|March 3, 2025
概括
端粒维护基因会影响乳腺癌 (BC) 的进展. 这项研究确定了7个关键基因,用于预测BC患者的生存率,并对个性化治疗的风险进行分层.
科学领域:
- 在瘤学瘤学.
- 遗传学 遗传学 是一个
- 生物信息学是一种生物信息学.
背景情况:
- 端粒维护对于癌症的进展和患者的生存至关重要.
- 与端粒维护相关的基因 (TMRGs) 在乳腺癌 (BC) 转移和发展中发挥着重要作用.
研究的目的:
- 研究TMRGs在乳腺癌中的预后价值.
- 使用TMRGs开发乳腺癌患者预测结果的预测模型.
主要方法:
- 在TCGA-BC队列中的差异基因表达分析.
- 机器学习算法 (Lasso Cox,随机森林,XGBoost) 用于TMRG选择.
- 使用考克斯回归和通过生存,GSEA和体外实验验验证的预后模型构建.
主要成果:
- 确定了7个关键的TMRG (MECP2,PCMT1,PFKL,PTMA,TAGLN2,TRMT5,XRCC4) 与整体存活率相关.
- 开发了一个具有显著预测价值的预后模型 (AUC:0.81,0.72,0.69为1年,3年,5年).
- 突出了已识别的TMRGs在氧化酸化和糖解等关键细胞通路中的作用.
结论:
- 七个TMRG在乳腺癌中具有显著的预后价值.
- 开发的模型有效地分层患者的风险,有助于向治疗选择.
- 这项研究为乳腺癌管理中的个性化治疗策略提供了基础.
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