作为脑转移瘤预后指标的形态学 MRI 特征。

IF 3.5 2区 医学 Q2 ONCOLOGY
Beatriz Ocaña-Tienda, Julián Pérez-Beteta, Ana Ortiz de Mendivil, Beatriz Asenjo, David Albillo, Luís A Pérez-Romasanta, Manuel LLorente, Natalia Carballo, Estanislao Arana, Víctor M Pérez-García
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引用次数: 0

摘要

背景:立体定向放射治疗是治疗少于五个脑转移瘤(BMs)患者的首选疗法。然而,有些病灶在照射后会复发。本研究的目的是找出失败风险较高的患者,这有助于调整治疗方法和预防复发:在这项回顾性多中心研究中,我们使用 Kaplan-Meier 分析法分析了一组从对比度增强(CE)T1 加权 MR 图像中提取的可解释形态学特征作为成像生物标志物的预测意义。研究的特征集包括总体积和坏死体积、表面规则性和 CE 边缘宽度。此外,我们还评估了其他非形态学变量,并进行了多变量考克斯分析:共纳入了 128 名患者的 183 个病灶(中位年龄 61 [31-95],64 名男性和 64 名女性),这些患者均接受了立体定向放射治疗(57% 为单次分次放疗,43% 为分次放疗)。研究发现,诊断时测量的变量均不具有预后价值。不过,治疗后首次随访时测量的总体积、坏死体积和CE边缘宽度以及照射引起的体积变化可作为复发的影像生物标志物。将治疗前后肿瘤体积的变化与有无坏死结合起来,可以达到最佳分类效果(P 结论):这项研究证明了脑转移瘤照射后从常规临床 MR 图像中提取的可解释形态学特征的预后意义,为个性化治疗策略提供了宝贵的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Morphological MRI features as prognostic indicators in brain metastases.

Background: Stereotactic radiotherapy is the preferred treatment for managing patients with fewer than five brain metastases (BMs). However, some lesions recur after irradiation. The purpose of this study was to identify patients who are at a higher risk of failure, which can help in adjusting treatments and preventing recurrence.

Methods: In this retrospective multicenter study, we analyzed the predictive significance of a set of interpretable morphological features derived from contrast-enhanced (CE) T1-weighted MR images as imaging biomarkers using Kaplan-Meier analysis. The feature sets studied included the total and necrotic volumes, the surface regularity and the CE rim width. Additionally, we evaluated other nonmorphological variables and performed multivariate Cox analysis.

Results: A total of 183 lesions in 128 patients were included (median age 61 [31-95], 64 men and 64 women) treated with stereotactic radiotherapy (57% single fraction, 43% fractionated radiotherapy). None of the studied variables measured at diagnosis were found to have prognostic value. However, the total and necrotic volumes and the CE rim width measured at the first follow-up after treatment and the change in volume due to irradiation can be used as imaging biomarkers for recurrence. The optimal classification was achieved by combining the changes in tumor volume before and after treatment with the presence or absence of necrosis (p <  < 0.001).

Conclusion: This study demonstrated the prognostic significance of interpretable morphological features extracted from routine clinical MR images following irradiation in brain metastases, offering valuable insights for personalized treatment strategies.

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来源期刊
Cancer Imaging
Cancer Imaging ONCOLOGY-RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
CiteScore
7.00
自引率
0.00%
发文量
66
审稿时长
>12 weeks
期刊介绍: Cancer Imaging is an open access, peer-reviewed journal publishing original articles, reviews and editorials written by expert international radiologists working in oncology. The journal encompasses CT, MR, PET, ultrasound, radionuclide and multimodal imaging in all kinds of malignant tumours, plus new developments, techniques and innovations. Topics of interest include: Breast Imaging Chest Complications of treatment Ear, Nose & Throat Gastrointestinal Hepatobiliary & Pancreatic Imaging biomarkers Interventional Lymphoma Measurement of tumour response Molecular functional imaging Musculoskeletal Neuro oncology Nuclear Medicine Paediatric.
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