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磁共振成像纹理分析在接受立体定向放射治疗的脑非小细胞肺癌寡转移中的预后价值

Prognostic Value of MR Imaging Texture Analysis in Brain Non-Small Cell Lung Cancer Oligo-Metastases Undergoing Stereotactic Irradiation.

作者信息

Nardone Valerio, Tini Paolo, Biondi Michelangelo, Sebaste Lucio, Vanzi Eleonora, De Otto Gianmarco, Rubino Giovanni, Carfagno Tommaso, Battaglia Giuseppe, Pastina Pierpaolo, Cerase Alfonso, Mazzoni Lorenzo Nicola, Banci Buonamici Fabrizio, Pirtoli Luigi

机构信息

Unit of Radiation Oncology, University Hospital of Siena, Siena, Italy.

Department of Medical Physics, University Hospital of Siena, Siena, Italy.

出版信息

Cureus. 2016 Apr 25;8(4):e584. doi: 10.7759/cureus.584.

Abstract

UNLABELLED

BACKGROUND : Stereotactic irradiation is widely used in brain oligo-metastases treatment. The aim of this study is to evaluate the prognostic value of magnetic resonance imaging (MRI) texture analysis (TA) of brain metastases (BM) of non-small cell lung cancer (NSCLC). MATERIALS AND METHODS : This study included thirty-eight consecutive patients undergoing stereotactic irradiation, that is, stereotactic fractionated radiotherapy (SRT) or radiosurgery (SRS), from January 2011 to December 2014 for 1-2 brain BM from NSCLC. Whole-brain radiotherapy (WBRT) was not delivered. The diagnostic MRI DICOM (Digital Imaging and Communications in Medicine) images were collected and analyzed with a homemade ImageJ macro, and typical TA parameters (mean, standard deviation, skewness, kurtosis, entropy, and uniformity) were evaluated for: brain progression-free survival; modality of brain metastatic progression (local progression or/and new metastases); and overall survival, after SRT/SRS.

RESULTS

After SRT/SRS 14 patients (36.8%) experienced recurrence in the brain, with a recurrence in the irradiated site (five patients, 13.2%), new metastases (11 patients, 28.9%), local recurrence and new metastases (two patients, 5.25%). Nineteen patients (50%) died of tumor progression or other causes. Entropy and uniformity were significantly associated with local progression, whereas kurtosis was significantly associated with both local progression and new brain metastases. CONCLUSIONS : These results appear promising, since the knowledge of factors correlated with the modality of brain progression after stereotactic irradiation of brain oligo-metastatic foci of NSCLC might help in driving the best treatment in these patients (association of SRT/SRS with WBRT? Increase of SRT/SRS dose?). Our preliminary data needs confirmation in large patient series.

摘要

未标注

背景:立体定向放射治疗广泛应用于脑寡转移瘤的治疗。本研究旨在评估非小细胞肺癌(NSCLC)脑转移瘤(BM)的磁共振成像(MRI)纹理分析(TA)的预后价值。材料与方法:本研究纳入了2011年1月至2014年12月期间连续接受立体定向放射治疗(即立体定向分次放疗(SRT)或放射外科手术(SRS))的38例患者,这些患者有1 - 2个来自NSCLC的脑转移瘤。未进行全脑放疗(WBRT)。收集诊断性MRI DICOM(医学数字成像和通信)图像,并用自制的ImageJ宏进行分析,评估典型的TA参数(均值、标准差、偏度、峰度、熵和均匀性)与以下指标的关系:脑无进展生存期;脑转移进展方式(局部进展或/和新转移灶);以及SRT/SRS后的总生存期。结果:SRT/SRS后,14例患者(36.8%)出现脑复发,其中照射部位复发(5例,13.2%)、新转移灶(11例,28.9%)、局部复发和新转移灶(2例,5.25%)。19例患者(50%)死于肿瘤进展或其他原因。熵和均匀性与局部进展显著相关,而峰度与局部进展和新的脑转移灶均显著相关。结论:这些结果似乎很有前景,因为了解与NSCLC脑寡转移灶立体定向放射治疗后脑进展方式相关的因素可能有助于为这些患者制定最佳治疗方案(SRT/SRS与WBRT联合?增加SRT/SRS剂量?)。我们的初步数据需要在大型患者系列中得到证实。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/748d/4876005/ddd28b79168e/cureus-0008-000000000584-i01.jpg

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