Yang Yingli, Cao Minsong, Sheng Ke, Gao Yu, Chen Allen, Kamrava Mitch, Lee Percy, Agazaryan Nzhde, Lamb James, Thomas David, Low Daniel, Hu Peng
Department of Radiation Oncology, University of California, Los Angeles, California 90095.
Department of Radiological Sciences, University of California, Los Angeles, California 90095.
Med Phys. 2016 Mar;43(3):1369-73. doi: 10.1118/1.4942381.
To demonstrate the preliminary feasibility of a longitudinal diffusion magnetic resonance imaging (MRI) strategy for assessing patient response to radiotherapy at 0.35 T using an MRI-guided radiotherapy system (ViewRay).
Six patients (three head and neck cancer, three sarcoma) who underwent fractionated radiotherapy were enrolled in this study. A 2D multislice spin echo single-shot echo planar imaging diffusion pulse sequence was implemented on the ViewRay system and tested in phantom studies. The same pulse sequence was used to acquire longitudinal diffusion data (every 2-5 fractions) on the six patients throughout the entire course of radiotherapy. The reproducibility of the apparent diffusion coefficient (ADC) measurements was assessed using reference regions and the temporal variations of the tumor ADC values were evaluated.
In diffusion phantom studies, the ADC values measured on the ViewRay system matched well with reference ADC values with <5% error for a range of ground truth diffusion coefficients of 0.4-1.1 × 10(-3) mm(2)/s. The remote reference regions (i.e., brainstem in head and neck patients) had consistent ADC values throughout the therapy for all three head and neck patients, indicating acceptable reproducibility of the diffusion imaging sequence. The tumor ADC values changed throughout therapy, with the change differing between patients, ranging from a 40% drop in ADC within the first week of therapy to gradually increasing throughout therapy. For larger tumors, intratumoral heterogeneity was observed. For one sarcoma patient, postradiotherapy biopsy showed less than 10% necrosis score, which correlated with the observed 40% decrease in ADC from the fifth fraction to the eighth treatment fraction.
This pilot study demonstrated that longitudinal diffusion MRI is feasible using the 0.35 T ViewRay MRI. Larger patient cohort studies are warranted to correlate the longitudinal diffusion measurements to patient outcomes. Such an approach may enable response-guided adaptive radiotherapy.
运用磁共振成像引导放射治疗系统(ViewRay),在0.35 T磁场强度下,展示一种纵向扩散磁共振成像(MRI)策略用于评估患者对放射治疗反应的初步可行性。
本研究纳入了6例接受分次放射治疗的患者(3例头颈癌患者,3例肉瘤患者)。在ViewRay系统上实施二维多层自旋回波单次激发回波平面成像扩散脉冲序列,并在体模研究中进行测试。在整个放射治疗过程中,使用相同的脉冲序列对这6例患者采集纵向扩散数据(每2 - 5次分割)。使用参考区域评估表观扩散系数(ADC)测量的可重复性,并评估肿瘤ADC值的时间变化。
在扩散体模研究中,对于一系列真实扩散系数为0.4 - 1.1×10⁻³ mm²/s的情况,ViewRay系统测量的ADC值与参考ADC值匹配良好,误差小于5%。所有3例头颈癌患者的远程参考区域(即头颈患者的脑干)在整个治疗过程中ADC值一致,表明扩散成像序列具有可接受的可重复性。肿瘤ADC值在治疗过程中发生变化,不同患者的变化有所不同,从治疗第一周内ADC下降40%到治疗过程中逐渐增加。对于较大的肿瘤,观察到瘤内异质性。对于1例肉瘤患者,放疗后活检显示坏死评分低于10%,这与从第5次分割到第8次治疗分割时观察到的ADC下降40%相关。
这项初步研究表明,使用0.35 T的ViewRay MRI进行纵向扩散MRI是可行的。有必要开展更大规模的患者队列研究,以将纵向扩散测量结果与患者预后相关联。这种方法可能实现反应引导的自适应放射治疗。