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Prediction of volumetric change in the 'triple ring' caused by glioma I-125 brachytherapy

机译:预测由胶质瘤I-125近距离放射治疗引起的“三环”容积变化

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摘要

The aim of this study was to reveal the volumetric changes in tumor necrosis, reactive zone, and edema referred to as the "triple ring" appearing after low-dose-rate iodine-125 (I-125) interstitial irradiation of 20 inoperable low-grade gliomas. To enable prediction of these volumetric changes, we provide mathematical expressions that describe the dynamics of the triple ring. Volumes of the three regions on image-fused control CT/ MR images were measured for a 24-month period. The delivered dose on the tumor surface was 50-60 Gy. Dose planning and image fusion were performed with Brain-Lab Target 1.19 software; mathematical and statistical computations were carried out with Matlab numeric computation and visualization software. To determine the volumes, control images with the triple rings were fused with the planning images. Relative volumes normalized with respect to the volume of reference dose were calculated and plotted in the time domain. First, the mean values of volumes were determined from the patients' measured data; then, polynomials were fitted to the mean values using the polynomial curve-fitting method. The accuracy of our results was verified by correlating the predicted data with the measured ones. The polynomial prediction approach proposed here reveals the dynamics of the triple ring. These polynomials will assist with (1) designing the best treatment, (2) following the patient's condition, and (3) planning reirradiation if necessary.
机译:这项研究的目的是揭示在低剂量率碘125(I-125)间隙照射20种无法操作的低剂量碘之后,出现的肿瘤坏死,反应区和水肿的体积变化,称为“三环”。胶质瘤。为了能够预测这些体积变化,我们提供了描述三环动力学的数学表达式。连续24个月测量图像融合的对照CT / MR图像上三个区域的体积。在肿瘤表面上的递送剂量为50-60 Gy。使用Brain-Lab Target 1.19软件进行剂量规划和图像融合;用Matlab数值计算和可视化软件进行数学和统计计算。为了确定体积,将带有三环的控制图像与计划图像融合在一起。计算相对于参考剂量的体积标准化的相对体积,并在时域中作图。首先,根据患者的测量数据确定体积平均值;然后,使用多项式曲线拟合方法将多项式拟合为平均值。通过将预测数据与实测数据相关联,验证了我们结果的准确性。这里提出的多项式预测方法揭示了三环的动力学。这些多项式将有助于(1)设计最佳治疗方案,(2)遵循患者的病情,以及(3)必要时计划重新照射。

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