Stephen E. and Catherine Pappas Center for Neuro-Oncology, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.
Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Sci Rep. 2018 Nov 20;8(1):17062. doi: 10.1038/s41598-018-34820-x.
Functional MRI may identify critical windows of opportunity for drug delivery and distinguish between early treatment responders and non-responders. Using diffusion-weighted, dynamic contrast-enhanced, and dynamic susceptibility contrast MRI, as well as pro-angiogenic and pro-inflammatory blood markers, we prospectively studied the physiologic tumor-related changes in fourteen newly diagnosed glioblastoma patients during standard therapy. 153 MRI scans and blood collection were performed before chemoradiation (baseline), weekly during chemoradiation (week 1-6), monthly before each cycle of adjuvant temozolomide (pre-C1-C6), and after cycle 6. The apparent diffusion coefficient, volume transfer coefficient (K), and relative cerebral blood volume (rCBV) and flow (rCBF) were calculated within the tumor and edema regions and compared to baseline. Cox regression analysis was used to assess the effect of clinical variables, imaging, and blood markers on progression-free (PFS) and overall survival (OS). After controlling for additional covariates, high baseline rCBV and rCBF within the edema region were associated with worse PFS (microvessel rCBF: HR = 7.849, p = 0.044; panvessel rCBV: HR = 3.763, p = 0.032; panvessel rCBF: HR = 3.984; p = 0.049). The same applied to high week 5 and pre-C1 K within the tumor region (week 5 K: HR = 1.038, p = 0.003; pre-C1 K: HR = 1.029, p = 0.004). Elevated week 6 VEGF levels were associated with worse OS (HR = 1.034; p = 0.004). Our findings suggest a role for rCBV and rCBF at baseline and K and VEGF levels during treatment as markers of response. Functional imaging changes can differ substantially between tumor and edema regions, highlighting the variable biologic and vascular state of tumor microenvironment during therapy.
功能磁共振成像(fMRI)可能会确定药物输送的关键机会窗口,并区分早期治疗反应者和无反应者。我们前瞻性地研究了 14 名新诊断的胶质母细胞瘤患者在标准治疗过程中的生理肿瘤相关性变化,使用弥散加权、动态对比增强和动态磁化率对比 MRI 以及促血管生成和促炎血液标志物。在放化疗前(基线)、放化疗期间每周(第 1-6 周)、每个辅助替莫唑胺周期前(C1-C6 前)以及第 6 周期后,共进行了 153 次 MRI 扫描和血液采集。在肿瘤和水肿区域内计算表观扩散系数、体积转移系数(K)以及相对脑血容量(rCBV)和血流(rCBF),并与基线进行比较。Cox 回归分析用于评估临床变量、影像学和血液标志物对无进展生存期(PFS)和总生存期(OS)的影响。在控制其他协变量后,水肿区域内的基线 rCBV 和 rCBF 较高与较差的 PFS 相关(微血管 rCBF:HR=7.849,p=0.044;全血 rCBV:HR=3.763,p=0.032;全血 rCBF:HR=3.984;p=0.049)。肿瘤区域内第 5 周和 C1 前 K 值较高也同样如此(第 5 周 K:HR=1.038,p=0.003;C1 前 K:HR=1.029,p=0.004)。第 6 周 VEGF 水平升高与较差的 OS 相关(HR=1.034;p=0.004)。我们的研究结果表明,基线时 rCBV 和 rCBF 以及治疗期间的 K 和 VEGF 水平可以作为反应标志物发挥作用。肿瘤和水肿区域之间的功能成像变化可能有很大差异,突出了治疗期间肿瘤微环境的生物学和血管状态的可变性。