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

被引:2
作者
Chen, Yongye [1 ]
Wang, Qizheng [1 ]
Zhou, Guangjin [1 ]
Liu, Ke [1 ]
Qin, Siyuan [1 ]
Zhao, Weili [1 ]
Xin, Peijin [1 ]
Yuan, Huishu [1 ]
Zhuang, Hongqing [2 ]
Lang, Ning [1 ]
机构
[1] Peking Univ Third Hosp, Dept Radiol, 49 North Garden Rd, Beijing 100191, Peoples R China
[2] Peking Univ Third Hosp, Dept Radiotherapy, 49 North Garden Rd, Beijing 100191, Peoples R China
基金
中国国家自然科学基金;
关键词
Radiosurgery; Neoplasm metastasis; Prognosis; MRI; PALLIATIVE RADIOTHERAPY; BONE METASTASES; RADIATION-THERAPY; PROGNOSTIC-FACTORS; RADIOSURGERY; CONSENSUS; GUIDELINES; SURVIVAL; TRIALS;
D O I
10.1007/s00330-023-09437-y
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
ObjectiveTo 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.MethodsPatients 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.ResultsOverall, 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-trans 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.ConclusionSome 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.
引用
收藏
页码:4812 / 4821
页数:10
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