The University of Michigan Medical School, Ann Arbor, MI, USA.
Transl Oncol. 2009 Aug 18;2(3):184-90. doi: 10.1593/tlo.09175.
The parametric response map (PRM) was evaluated as an early surrogate biomarker for monitoring treatment-induced tissue alterations in patients with head and neck squamous cell carcinoma (HNSCC). Diffusion-weighted magnetic resonance imaging (DW-MRI) was performed on 15 patients with HNSCC at baseline and 3 weeks after treatment initiation of a nonsurgical organ preservation therapy (NSOPT) using concurrent radiation and chemotherapy. PRM was applied on serial apparent diffusion coefficient (ADC) maps that were spatially aligned using a deformable image registration algorithm to measure the tumor volume exhibiting significant changes in ADC (PRM(ADC)). Pretherapy and midtherapy ADC maps, quantified from the DWIs, were analyzed by monitoring the percent change in whole-tumor mean ADC and the PRM metric. The prognostic values of percentage change in tumor volume and mean ADC and PRM(ADC) as a treatment response biomarker were assessed by correlating with tumor control at 6 months. Pixel-wise differences as part of PRM(ADC) analysis revealed regions where water mobility increased. Analysis of the tumor ADC histograms also showed increases in mean ADC as early as 3 weeks into therapy in patients with a favorable outcome. Nevertheless, the percentage change in mean ADC was found to not correlate with tumor control at 6 months. In contrast, significant differences in PRM(ADC) and percentage change in tumor volume were observed between patients with pathologically different outcomes. Observations from this study have found that diffusion MRI, when assessed by PRM(ADC), has the potential to provide both prognostic and spatial information during NSOPT of head and neck cancer.
参数响应图 (PRM) 被评估为监测头颈部鳞状细胞癌 (HNSCC) 患者治疗诱导的组织改变的早期替代生物标志物。对 15 例接受非手术器官保存治疗 (NSOPT) 的 HNSCC 患者在基线和治疗开始后 3 周进行了扩散加权磁共振成像 (DW-MRI),该治疗采用同期放化疗。PRM 应用于通过变形图像配准算法空间对齐的系列表观扩散系数 (ADC) 图,以测量 ADC 显示出显著变化的肿瘤体积 (PRM(ADC))。通过监测全肿瘤平均 ADC 和 PRM 指标的百分比变化,对来自 DWIs 的预处理和中处理 ADC 图进行分析。通过与 6 个月时的肿瘤控制相关联,评估肿瘤体积和平均 ADC 以及 PRM(ADC)的百分比变化作为治疗反应生物标志物的预后价值。PRM(ADC)分析的一部分的像素差异揭示了水流动性增加的区域。对肿瘤 ADC 直方图的分析还表明,在治疗开始后 3 周内,预后良好的患者的平均 ADC 就开始增加。然而,平均 ADC 的百分比变化与 6 个月时的肿瘤控制无关。相比之下,在病理结果不同的患者之间,PRM(ADC)和肿瘤体积百分比变化存在显著差异。本研究的观察结果表明,扩散 MRI 通过 PRM(ADC)评估,具有在头颈部癌症的 NSOPT 期间提供预后和空间信息的潜力。