Department of Electronics, Information and Bioengineering, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milan, Italy.
MR Solutions Ltd., Ashbourne House, Old Portsmouth Rd., Guildford, United Kingdom.
Phys Med. 2021 Apr;84:72-79. doi: 10.1016/j.ejmp.2021.03.027. Epub 2021 Apr 16.
To evaluate changes in diffusion and perfusion-related properties of white matter (WM) induced by proton therapy, which is capable of a greater dose sparing to organs at risk with respect to conventional X-ray radiotherapy, and to eventually expose early manifestations of delayed neuro-toxicities.
Apparent diffusion coefficient (ADC) and IVIM parameters (D, D* and f) were estimated from diffusion-weighted MRI (DWI) in 46 patients affected by meningioma and treated with proton therapy. The impact on changes in diffusion and perfusion-related WM properties of dose and time, as well as the influence of demographic and pre-treatment clinical information, were investigated through linear mixed-effects models.
Decreasing trends in ADC and D were found for WM regions hit by medium-high (30-40 Gy(RBE)) and high (>40 Gy(RBE)) doses, which are compatible with diffusion restriction due to radiation-induced cellular injury. Significant influence of dose and time on median ADC changes were observed. Also, D* showed a significant dependency on dose, whereas f consistently showed no dependency on dose and time. Age, gender and surgery extent were also found to affect changes in ADC.
These results overall agree with those from studies conducted on cohorts of mixed proton and X-ray radiotherapy patients. Future work should focus on relating our findings with clinical information of co-morbidities and thus exploiting such or more advanced imaging data to build normal tissue complication probability models to better integrate clinical and dose information.
评估质子治疗引起的脑白质(WM)弥散和灌注相关特性的变化,质子治疗相对于常规 X 射线放疗能够更好地保护危险器官的剂量,从而最终揭示迟发性神经毒性的早期表现。
对 46 名患有脑膜瘤并接受质子治疗的患者进行磁共振弥散加权成像(DWI),估计表观弥散系数(ADC)和 IVIM 参数(D、D*和 f)。通过线性混合效应模型研究剂量和时间对 WM 弥散和灌注相关特性变化的影响,以及人口统计学和治疗前临床信息的影响。
对于受到中高剂量(30-40Gy[RBE])和高剂量(>40Gy[RBE])照射的 WM 区域,发现 ADC 和 D 呈下降趋势,这与辐射诱导的细胞损伤导致的弥散受限相符。中位 ADC 变化的剂量和时间均具有显著影响。此外,D*对剂量具有显著依赖性,而 f 则与剂量和时间均无依赖性。年龄、性别和手术范围也被发现会影响 ADC 的变化。
这些结果与质子和 X 射线放疗混合队列研究的结果总体一致。未来的研究应重点关注将我们的发现与合并症的临床信息相关联,从而利用这些或更先进的成像数据构建正常组织并发症概率模型,以更好地整合临床和剂量信息。