• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于 DCE-MRI 和临床特征的预测模型,用于评估脊柱转移瘤患者立体定向体部放疗后疼痛反应。

Predictive model based on DCE-MRI and clinical features for the evaluation of pain response after stereotactic body radiotherapy in patients with spinal metastases.

机构信息

Department of Radiology, Peking University Third Hospital, Haidian District, 49 North Garden Road, Beijing, 100191, People's Republic of China.

Department of Radiotherapy, Peking University Third Hospital, Haidian District, 49 North Garden Road, Beijing, 100191, People's Republic of China.

出版信息

Eur Radiol. 2023 Jul;33(7):4812-4821. doi: 10.1007/s00330-023-09437-y. Epub 2023 Feb 3.

DOI:10.1007/s00330-023-09437-y
PMID:36735042
Abstract

OBJECTIVE

To investigate the correlation of conventional MRI, DCE-MRI and clinical features with pain response after stereotactic body radiotherapy (SBRT) in patients with spinal metastases and establish a pain response prediction model.

METHODS

Patients with spinal metastases who received SBRT in our hospital from July 2018 to April 2022 consecutively were enrolled. All patients underwent conventional MRI and DCE-MRI before treatment. Pain was assessed before treatment and in the third month after treatment, and the patients were divided into pain-response and no-pain-response groups. A multivariate logistic regression model was constructed to obtain the odds ratio and 95% confidence interval (CI) for each variable. C-index was used to evaluate the model's discrimination performance.

RESULTS

Overall, 112 independent spinal lesions in 89 patients were included. There were 73 (65.2%) and 39 (34.8%) lesions in the pain-response and no-pain-response groups, respectively. Multivariate analysis showed that the number of treated lesions, pretreatment pain score, Karnofsky performance status score, Bilsky grade, and the DCE-MRI quantitative parameter K were independent predictors of post-SBRT pain response in patients with spinal metastases. The discrimination performance of the prediction model was good; the C index was 0.806 (95% CI: 0.721-0.891), and the corrected C-index was 0.754.

CONCLUSION

Some imaging and clinical features correlated with post-SBRT pain response in patients with spinal metastases. The model based on these characteristics has a good predictive value and can provide valuable information for clinical decision-making.

KEY POINTS

• SBRT can accurately irradiate spinal metastases with ablative doses. • Predicting the post-SBRT pain response has important clinical implications. • The prediction models established based on clinical and MRI features have good performance.

摘要

目的

探讨常规 MRI、DCE-MRI 与临床特征与脊柱转移瘤立体定向体部放疗(SBRT)后疼痛反应的相关性,并建立疼痛反应预测模型。

方法

连续纳入 2018 年 7 月至 2022 年 4 月在我院接受 SBRT 的脊柱转移瘤患者。所有患者治疗前均行常规 MRI 和 DCE-MRI 检查。治疗前及治疗后 3 个月评估疼痛,并将患者分为疼痛反应组和无疼痛反应组。采用多因素逻辑回归模型获取各变量的比值比和 95%置信区间(CI)。采用 C 指数评估模型的判别性能。

结果

共纳入 89 例患者的 112 个独立脊柱病灶,疼痛反应组和无疼痛反应组分别有 73(65.2%)和 39(34.8%)个病灶。多因素分析显示,治疗病灶数、治疗前疼痛评分、卡氏功能状态评分、Bilsky 分级和 DCE-MRI 定量参数 K 是脊柱转移瘤患者 SBRT 后疼痛反应的独立预测因子。预测模型的判别性能较好;C 指数为 0.806(95%CI:0.721-0.891),校正 C 指数为 0.754。

结论

部分影像学和临床特征与脊柱转移瘤 SBRT 后疼痛反应相关,基于这些特征的模型具有良好的预测价值,可为临床决策提供有价值的信息。

关键点

  • SBRT 能够以根治性剂量精确照射脊柱转移瘤。

  • 预测 SBRT 后疼痛反应具有重要的临床意义。

  • 基于临床和 MRI 特征建立的预测模型具有良好的性能。

相似文献

1
Predictive model based on DCE-MRI and clinical features for the evaluation of pain response after stereotactic body radiotherapy in patients with spinal metastases.基于 DCE-MRI 和临床特征的预测模型,用于评估脊柱转移瘤患者立体定向体部放疗后疼痛反应。
Eur Radiol. 2023 Jul;33(7):4812-4821. doi: 10.1007/s00330-023-09437-y. Epub 2023 Feb 3.
2
Early magnetic resonance imaging biomarkers to predict local control after high dose stereotactic body radiotherapy for patients with sarcoma spine metastases.早期磁共振成像生物标志物预测骨肉瘤脊柱转移患者高剂量立体定向体部放疗后的局部控制情况
Spine J. 2016 Mar;16(3):291-8. doi: 10.1016/j.spinee.2015.08.041.
3
MRI feature-based radiomics models to predict treatment outcome after stereotactic body radiotherapy for spinal metastases.基于MRI特征的放射组学模型预测脊柱转移瘤立体定向体部放疗后的治疗结果。
Insights Imaging. 2023 Oct 10;14(1):169. doi: 10.1186/s13244-023-01523-5.
4
Stereotactic body radiotherapy versus conventional external beam radiotherapy in patients with painful spinal metastases: an open-label, multicentre, randomised, controlled, phase 2/3 trial.立体定向体部放疗与常规外照射放疗治疗有疼痛性脊柱转移瘤患者的效果比较:一项开放标签、多中心、随机、对照、2/3 期临床试验。
Lancet Oncol. 2021 Jul;22(7):1023-1033. doi: 10.1016/S1470-2045(21)00196-0. Epub 2021 Jun 11.
5
A Phase 2 Study of Post-Operative Stereotactic Body Radiation Therapy (SBRT) for Solid Tumor Spine Metastases.固体肿瘤脊柱转移术后立体定向体放射治疗(SBRT)的 2 期研究。
Int J Radiat Oncol Biol Phys. 2020 Feb 1;106(2):261-268. doi: 10.1016/j.ijrobp.2019.10.011. Epub 2019 Oct 16.
6
Vertebral compression fractures after stereotactic body radiation therapy: a large, multi-institutional, multinational evaluation.立体定向体部放射治疗后椎体压缩骨折:一项大型、多机构、跨国评估。
J Neurosurg Spine. 2016 Jun;24(6):928-36. doi: 10.3171/2015.10.SPINE141261. Epub 2016 Feb 19.
7
Quantifying the changes in the tumour vascular micro-environment in spinal metastases treated with stereotactic body radiotherapy - a single arm prospective study.立体定向体部放疗治疗脊柱转移瘤后肿瘤血管微环境变化的定量研究——一项单臂前瞻性研究。
Radiol Oncol. 2022 Dec 13;56(4):525-534. doi: 10.2478/raon-2022-0046. eCollection 2022 Dec 1.
8
Dose-intensified hypofractionated stereotactic body radiation therapy for painful spinal metastases: Results of a phase 2 study.剂量递增的适形立体定向体部放射治疗治疗疼痛性脊柱转移瘤:一项 2 期研究结果。
Cancer. 2018 May 1;124(9):2001-2009. doi: 10.1002/cncr.31294. Epub 2018 Mar 2.
9
Reirradiation spine stereotactic body radiation therapy for spinal metastases: systematic review.脊柱转移瘤的再程立体定向体部放射治疗:系统评价
J Neurosurg Spine. 2017 Oct;27(4):428-435. doi: 10.3171/2017.2.SPINE16976. Epub 2017 Jul 14.
10
Stereotactic Body Radiation Therapy for Spinal Metastases in the Postoperative Setting: A Secondary Analysis of Mature Phase 1-2 Trials.术后立体定向体部放射治疗脊柱转移瘤:1-2期成熟试验的二次分析
Int J Radiat Oncol Biol Phys. 2016 Aug 1;95(5):1405-1413. doi: 10.1016/j.ijrobp.2016.03.022. Epub 2016 Mar 25.

引用本文的文献

1
Improved localization and segmentation of spinal bone metastases in MRI with nnUNet radiomics.利用nnUNet放射组学改进MRI中脊柱骨转移瘤的定位和分割
J Bone Oncol. 2024 Aug 23;48:100630. doi: 10.1016/j.jbo.2024.100630. eCollection 2024 Oct.

本文引用的文献

1
A predictive model for pain response following radiotherapy for treatment of spinal metastases.一种预测放疗治疗脊柱转移瘤后疼痛反应的模型。
Sci Rep. 2021 Jun 18;11(1):12908. doi: 10.1038/s41598-021-92363-0.
2
Stereotactic body radiotherapy versus conventional external beam radiotherapy in patients with painful spinal metastases: an open-label, multicentre, randomised, controlled, phase 2/3 trial.立体定向体部放疗与常规外照射放疗治疗有疼痛性脊柱转移瘤患者的效果比较:一项开放标签、多中心、随机、对照、2/3 期临床试验。
Lancet Oncol. 2021 Jul;22(7):1023-1033. doi: 10.1016/S1470-2045(21)00196-0. Epub 2021 Jun 11.
3
Clinical Predictors for Analgesic Response to Radiotherapy in Patients with Painful Bone Metastases.
放疗治疗骨转移疼痛患者的临床预测因子分析。
J Pain Symptom Manage. 2021 Oct;62(4):681-690. doi: 10.1016/j.jpainsymman.2021.03.022. Epub 2021 Mar 29.
4
Long-Term Results of Dose-Intensified Fractionated Stereotactic Body Radiation Therapy (SBRT) for Painful Spinal Metastases.剂量递增分割立体定向体放射治疗(SBRT)治疗疼痛性脊柱转移瘤的长期结果。
Int J Radiat Oncol Biol Phys. 2021 Jun 1;110(2):348-357. doi: 10.1016/j.ijrobp.2020.12.045. Epub 2021 Jan 4.
5
Outcomes after reirradiation of spinal metastasis with stereotactic body radiation therapy (SBRT): a retrospective single institutional study.立体定向体部放射治疗(SBRT)再放射治疗脊柱转移瘤的结果:回顾性单机构研究。
J Radiat Res. 2020 Nov 16;61(6):929-934. doi: 10.1093/jrr/rraa058.
6
Evaluating the Relationship Between Dynamic Contrast-Enhanced MRI (DCE-MRI) Parameters and Pathological Characteristics in Breast Cancer.评估动态对比增强磁共振成像(DCE-MRI)参数与乳腺癌病理特征之间的关系。
J Magn Reson Imaging. 2020 Nov;52(5):1360-1373. doi: 10.1002/jmri.27241. Epub 2020 Jun 10.
7
Soft tissue sarcoma: can dynamic contrast-enhanced (DCE) MRI be used to predict the histological grade?软组织肉瘤:动态对比增强(DCE)MRI 能否用于预测组织学分级?
Skeletal Radiol. 2020 Nov;49(11):1829-1838. doi: 10.1007/s00256-020-03491-z. Epub 2020 Jun 10.
8
Stereotactic radiosurgery for the treatment of bulky spine metastases.立体定向放射外科治疗体积较大的脊柱转移瘤。
J Neurooncol. 2020 Jun;148(2):381-388. doi: 10.1007/s11060-020-03534-4. Epub 2020 May 15.
9
Randomized phase II trial evaluating pain response in patients with spinal metastases following stereotactic body radiotherapy versus three-dimensional conformal radiotherapy.随机 II 期临床试验评估脊柱转移瘤患者在立体定向体部放射治疗与三维适形放射治疗后疼痛反应的差异。
Radiother Oncol. 2018 Aug;128(2):274-282. doi: 10.1016/j.radonc.2018.04.030. Epub 2018 May 26.
10
Global surveillance of trends in cancer survival 2000-14 (CONCORD-3): analysis of individual records for 37 513 025 patients diagnosed with one of 18 cancers from 322 population-based registries in 71 countries.全球癌症生存趋势监测 2000-14 年(CONCORD-3):对来自 71 个国家 322 个基于人群的登记处的 37513025 名诊断患有 18 种癌症之一的患者的个体记录进行分析。
Lancet. 2018 Mar 17;391(10125):1023-1075. doi: 10.1016/S0140-6736(17)33326-3. Epub 2018 Jan 31.