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基于MRI的放射性信号用于宫癌的治疗前预后

Kari S Wagner-Larsen^1,2, Erlend Hodneland^1,3, Kristine E Fasmer^1,2

¹Mohn Medical Imaging and Visualization Centre (MMIV), Department of Radiology, Haukeland University Hospital, Bergen, Norway.

Cancer medicine

|October 16, 2023

概括

从T2WI和DWI的预治疗MRI放射性信号准确地预测了宫癌 (CC) 疾病特异性生存率. 这些放射性特征比传统方法提供了更好的预后性能,帮助量身定制的治疗策略.

科学领域:

放射学放射学是一门学科.
在瘤学瘤学.
医疗成像医学成像

背景情况:

准确的治疗前预后对于宫癌 (CC) 的个性化治疗至关重要.
当前的预后模型可能无法完全捕捉疾病的复杂性.
需要新的成像生物标志物来改善风险分层.

研究的目的:

评估预治疗前基于MRI的放射性信号的预测能力,以评估CC患者的疾病特异性生存率 (DSS).
将放射性信号的预后性能与已确定的临床和成像参数进行比较.

主要方法:

一项回顾性研究包括133名CC患者 (培训/验证队列).
从T2加权成像 (T2WI) 和扩散加权成像 (DWI) 中提取了放射性特征.
放射性特征 (T2rad和T2+DWIrad) 使用 LASSO 考克斯回归开发并验证.

主要成果:

T2rad和T2+DWIrad签名在预测5年DSS方面表现良好 (AUC高达0.81/0.75).
放射性特征在预后准确性方面超过了最大瘤大小和FIGO阶段.
这些特征是DSS的显著独立预测因素,在与FIGO阶段相结合时,改善了预测.

结论:

基于MRI的放射性信号显示了在CC中预处理风险评估的重大潜力.
这些签名可能有助于为个别的CC患者量身定制治疗策略.
需要进一步验证,以将放射学纳入常规临床实践.

关键词:

生物标志物生物标志物磁共振成像技术的使用预测和预测是指预测.无线电学 (radiomics) 是一种无线电学.子宫瘤是什么?子宫瘤是什么?

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