基线MRI息地成像用于预测局部晚期直肠癌中新辅助化学放射治疗的治疗反应
Muzhen He1, Huijian Chen1, Chao Xu2
1Department of Radiology, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, China.
磁共振息地成像可以预测新辅助化学放射治疗 (nCRT) 在局部晚期直肠癌 (LARC) 的疗效. 一个结合的临床和息地模型显示了个性化治疗决策的最大希望.
科学领域:
- 在瘤学瘤学.
- 放射学 放射学是一门学科.
- 医疗成像医学成像
背景情况:
- 局部晚期直肠癌 (LARC) 需要有效的新辅助化学放射治疗 (nCRT).
- 预测治疗反应对于优化患者治疗结果至关重要.
研究的目的:
- 评估基线磁共振 (MR) 息地成像是否可以预测LARC患者的nCRT疗效.
- 开发结合临床和放射性特征的预测模型.
主要方法:
- 对181名LARC患者 (60名反应良好) 的回顾性分析.
- 开发了五种预测模型:临床,放射学,息地,临床+放射学和临床+息地.
- 模型性能使用接收器运行特征曲线 (AUC) 下的面积来评估.
主要成果:
- 临床+放射学模型在训练组中实现了最高的AUC (0.938).
- 临床+人居模型在验证组中表现最好 (AUC 0.710).
- 临床组合息地模型在决策曲线分析中显示出更高的净收益.
结论:
- 结合临床和第一阶段特征的息地模型显示了预测LARC中nCRT疗效的潜力.
- 这种方法提供了可临床解释的空间异质性信息.
- 该模型可能有助于对LARC患者的个性化治疗决策.
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