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立体定向体部放射治疗的颅外寡转移瘤患者总生存预后模型的建立

Development of a Prognostic Model for Overall Survival in Patients With Extracranial Oligometastatic Disease Treated With Stereotactic Body Radiation Therapy.

作者信息

Chen Hanbo, Poon Ian, Atenafu Eshetu G, Badellino Serena, Biswas Tithi, Dagan Roi, Erler Darby, Foote Matthew, Redmond Kristin J, Ricardi Umberto, Sahgal Arjun, Louie Alexander V

机构信息

Department of Radiation Oncology, Sunnybrook Odette Cancer Centre, Toronto, Canada.

Department of Radiation Oncology, Sunnybrook Odette Cancer Centre, Toronto, Canada.

出版信息

Int J Radiat Oncol Biol Phys. 2022 Dec 1;114(5):892-901. doi: 10.1016/j.ijrobp.2021.12.001. Epub 2021 Dec 8.

Abstract

PURPOSE

Patients with oligometastatic disease (OMD) can experience durable disease control with ablative therapy to all sites of disease. Stereotactic body radiation therapy (SBRT) is an important modality in the management of OMD, although a validated prognostic model for OMD treated with SBRT is currently lacking. The purpose of this study was to develop a prognostic model for overall survival (OS) in patients with OMD treated with SBRT.

METHODS AND MATERIALS

A multi-institutional database of patients with extracranial OMD treated with SBRT was used for model development. The final prognostic model was generated in a training set using recursive partitioning analysis representing 75% of the population. Model performance was evaluated in the reserved test set.

RESULTS

The analysis included 1033 patients. The median OS for the entire cohort was 44.2 months (95% confidence interval [CI], 39.2-48.8 months). The variables used in the regression tree, in order of importance, were primary histology, lung-only OMD on presentation, the timing of OMD presentation, and age at the start of SBRT. A full 5-category risk stratification system based on the terminal nodes possessed fair to good discriminative power with a Harrell concordance statistic of 0.683 (95% CI, 0.634-0.731) and a time-dependent area under the receiver operating characteristic curve of 0.709 (95% CI, 0.706-0.711) in the test set, with good calibration. A simplified risk stratification system consisting of 3 risk categories was also proposed for greater ease of use with comparable performance.

CONCLUSIONS

A clinical prognostic model for OS in patients with extracranial OMD treated with SBRT has been developed and validated.

摘要

目的

寡转移疾病(OMD)患者可通过对所有疾病部位进行消融治疗实现持久的疾病控制。立体定向体部放射治疗(SBRT)是OMD治疗中的一种重要方式,尽管目前缺乏针对接受SBRT治疗的OMD的有效预后模型。本研究的目的是为接受SBRT治疗的OMD患者建立总生存(OS)的预后模型。

方法和材料

使用一个多机构的接受SBRT治疗的颅外OMD患者数据库进行模型开发。最终的预后模型在一个代表75%人群的训练集中使用递归划分分析生成。在保留的测试集中评估模型性能。

结果

分析纳入1033例患者。整个队列的中位OS为44.2个月(95%置信区间[CI],39.2 - 48.8个月)。回归树中使用的变量,按重要性排序依次为原发组织学类型、初诊时仅肺部OMD、OMD出现的时间以及SBRT开始时的年龄。基于终端节点的完整5类风险分层系统具有中等至良好的判别能力,测试集中Harrell一致性统计量为0.683(95% CI,0.634 - 0.731),接受者操作特征曲线下的时间依赖性面积为0.709(95% CI,0.706 - 0.711),且校准良好。还提出了一个由3个风险类别组成的简化风险分层系统,以便于使用且性能相当。

结论

已开发并验证了一个针对接受SBRT治疗的颅外OMD患者OS的临床预后模型。

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