比较不同放射外科治疗模式治疗大体积脑转移瘤患者结局的评估。
Comparative evaluation of outcomes amongst different radiosurgery management paradigms for patients with large brain metastasis.
机构信息
Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, 8900 N Kendall Drive, Miami, FL, 33176, USA.
TD - Artificial Intelligence and Machine Learning, Baptist Health South Florida, Miami, FL, 33176, USA.
出版信息
J Neurooncol. 2024 Aug;169(1):105-117. doi: 10.1007/s11060-024-04706-2. Epub 2024 Jun 5.
INTRODUCTION
This study compares four management paradigms for large brain metastasis (LMB): fractionated SRS (FSRS), staged SRS (SSRS), resection and postoperative-FSRS (postop-FSRS) or preoperative-SRS (preop-SRS).
METHODS
Patients with LBM (≥ 2 cm) between July 2017 and January 2022 at a single tertiary institution were evaluated. Primary endpoints were local failure (LF), radiation necrosis (RN), leptomeningeal disease (LMD), a composite of these variables, and distant intracranial failure (DIF). Gray's test compared cumulative incidence, treating death as a competing risk with a random survival forests (RSF) machine-learning model also used to evaluate the data.
RESULTS
183 patients were treated to 234 LBMs: 31.6% for postop-FSRS, 28.2% for SSRS, 20.1% for FSRS, and 20.1% for preop-SRS. The overall 1-year composite endpoint rates were comparable (21 vs 20%) between nonoperative and operative strategies, but 1-year RN rate was 8 vs 4% (p = 0.012), 1-year overall survival (OS) was 48 vs. 69% (p = 0.001), and 1-year LMD rate was 5 vs 10% (p = 0.052). There were differences in the 1-year RN rates (7% FSRS, 3% postop-FSRS, 5% preop-SRS, 10% SSRS, p = 0.037). With RSF analysis, the out-of-bag error rate for the composite endpoint was 47%, with identified top-risk factors including widespread extracranial disease, > 5 total lesions, and breast cancer histology.
CONCLUSION
This is the first study to conduct a head-to-head retrospective comparison of four SRS methods, addressing the lack of randomized data in LBM literature amongst treatment paradigms. Despite patient characteristic trends, no significant differences were found in LF, composite endpoint, and DIF rates between non-operative and operative approaches.
介绍
本研究比较了四种治疗大脑转移瘤(LMB)的管理模式:分割 SRS(FSRS)、分期 SRS(SSRS)、切除联合术后 FSRS(postop-FSRS)或术前 SRS(preop-SRS)。
方法
对 2017 年 7 月至 2022 年 1 月期间在一家单一体位机构接受治疗的大尺寸脑转移瘤(≥2cm)患者进行评估。主要终点为局部失败(LF)、放射性坏死(RN)、软脑膜疾病(LMD)、这些变量的复合结果,以及远处颅内失败(DIF)。采用 Gray 检验比较累积发生率,将死亡视为竞争风险,并使用随机生存森林(RSF)机器学习模型进行数据分析。
结果
183 例患者接受了 234 个 LBM 治疗:31.6%为 postop-FSRS,28.2%为 SSRS,20.1%为 FSRS,20.1%为 preop-SRS。非手术和手术策略之间,1 年复合终点的发生率相当(21%与 20%),但 1 年 RN 发生率为 8%与 4%(p=0.012),1 年总生存率(OS)为 48%与 69%(p=0.001),1 年 LMD 发生率为 5%与 10%(p=0.052)。FSRS 组的 1 年 RN 发生率为 7%,postop-FSRS 组为 3%,preop-SRS 组为 5%,SSRS 组为 10%,差异有统计学意义(p=0.037)。通过 RSF 分析,复合终点的离群错误率为 47%,确定的高危因素包括广泛的颅外疾病、>5 个总病变和乳腺癌组织学。
结论
这是第一项对四种 SRS 方法进行头对头回顾性比较的研究,解决了 LBM 文献中治疗模式缺乏随机数据的问题。尽管存在患者特征趋势,但在非手术和手术方法之间,LF、复合终点和 DIF 发生率无显著差异。