Department of Radiology, Hainan General Hospital, Hainan, China.
Research and Education Department, Hainan General Hospital, Hainan, China.
Sci Rep. 2018 Oct 26;8(1):15861. doi: 10.1038/s41598-018-34072-9.
In this prospective study, we compared the performance of readout segmentation of long variable echo trains of diffusion-weighted imaging (RESOLVE DWI) and diffusion kurtosis imaging (DKI) for the prediction of radiotherapy response in patients with nasopharyngeal carcinoma (NPC). Forty-one patients with NPC were evaluated. All patients underwent conventional MRI, RESOLVE DWI and DKI, before and after radiotherapy. All patients underwent conventional MRI every 3 months until 1 year after radiotherapy. The patients were divided into response group (RG; 36/41 patients) and no-response group (NRG; 5/41 patients) based on follow-up results. DKI (the mean of kurtosis coefficient, Kmean and the mean of diffusion coefficient, Dmean) and RESOLVE DWI (the minimum apparent diffusion coefficient, ADC) parameters were calculated. Parameter values at the pre-treatment period, post-treatment period, and the percentage change between these 2 periods were obtained. All parameters differed between the RG and NRG groups except for the pretreatment Dmean and ADC. Kmean-post was considered as an independent predictor of local control, with 87.5% sensitivity and 91.3% specificity (optimal threshold = 0.30, AUC: 0.924; 95% CI, 0.83-1.00). Kmean-post values of DKI have the potential to be used as imaging biomarkers for the early evaluation of treatment effects of radiotherapy on NPC.
在这项前瞻性研究中,我们比较了读出分割长变量回波的弥散加权成像(RESOLVE DWI)和弥散峰度成像(DKI)在预测鼻咽癌(NPC)患者放疗反应中的性能。对 41 例 NPC 患者进行了评估。所有患者均在放疗前和放疗后接受常规 MRI、RESOLVE DWI 和 DKI 检查。所有患者在放疗后 1 年内每 3 个月接受一次常规 MRI。根据随访结果,将患者分为反应组(RG;41 例患者中的 36 例)和无反应组(NRG;41 例患者中的 5 例)。计算 DKI(峰度系数平均值,Kmean 和扩散系数平均值,Dmean)和 RESOLVE DWI(最小表观扩散系数,ADC)参数。获得治疗前、治疗后和这两个时期之间的百分比变化的参数值。除了预处理 Dmean 和 ADC 之外,所有参数在 RG 和 NRG 组之间均有差异。Kmean-post 被认为是局部控制的独立预测因子,具有 87.5%的敏感性和 91.3%的特异性(最佳阈值=0.30,AUC:0.924;95%CI,0.83-1.00)。DKI 的 Kmean-post 值有可能成为 NPC 放疗疗效早期评估的影像学生物标志物。