线粒体通路签名预测了预后和治疗反应,并确定了REXO2作为乳腺癌的关键调节剂
Zizhao Guo1, Heng Cao2, Chuqi Lei2
1Department of Breast Surgical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China, cacms.ac.cn.
Mediators of inflammation
|February 19, 2026
概括
线粒体相关通路 (MRPs) 在乳腺癌 (BC) 中被激活. 一个新的签名 (MPAS) 预测BC预后和治疗反应,REXO2被确定为治疗标.
科学领域:
- 在瘤学瘤学.
- 分子生物学分子生物学
- 生物信息学是一种生物信息学.
背景情况:
- 线粒体相关途径 (MRPs) 与癌症代谢和进展有关.
- 乳腺癌 (BC) 中MRPs的预后意义在很大程度上仍未被描述.
研究的目的:
- 通过使用集成的多态数据,调查BC地区的MRP景观.
- 开发和验证线粒体通路相关签名 (MPAS) 用于BC预后.
- 在BC中探索RNA外核酶2 (REXO2) 的功能作用.
主要方法:
- 集成用于BC分析的多组数据.
- 使用多机器学习框架开发MPAS.
- 在独立的BC队列中使用SHAP分析进行预后验证.
- 功能实验评估REXO2在BC细胞增殖和亡中的作用.
主要成果:
- 在BC中,MRP在跨多基层的BC中被显著激活.
- 对于BC预后,MPAS表现出强大的预测性能,高得分与糟糕的结果相关.
- 高MPAS得分与免疫抑制和炎症瘤微环境有关.
- SHAP分析发现REXO2是MPAS的关键因素;REXO2沉默抑制了BC细胞的增殖和诱导的亡.
结论:
- 开发的MPAS可以有效地评估BC患者的预后,并预测治疗反应,帮助临床决策.
- REXO2在调节BC细胞增殖和亡方面发挥着关键作用,为BC治疗提供了潜在的治疗标.
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