Department of Biomedical Engineering, McKelvey School of Engineering, Washington University, St. Louis, Missouri.
Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, Missouri.
Neuro Oncol. 2021 Mar 25;23(3):412-421. doi: 10.1093/neuonc/noaa189.
Glioblastoma (GBM; World Health Organization grade IV) assumes a variable appearance on MRI owing to heterogeneous proliferation and infiltration of its cells. As a result, the neurovascular units responsible for functional connectivity (FC) may exist within gross tumor boundaries, albeit with altered magnitude. Therefore, we hypothesize that the strength of FC within GBMs is predictive of overall survival.
We used predefined FC regions of interest (ROIs) in de novo GBM patients to characterize the presence of within-tumor FC observable via resting-state functional MRI and its relationship to survival outcomes.
Fifty-seven GBM patients (mean age, 57.8 ± 13.9 y) were analyzed. Functionally connected voxels, not identifiable on conventional structural images, can be routinely found within the tumor mass and was not significantly correlated to tumor size. In patients with known survival times (n = 31), higher intranetwork FC strength within GBM tumors was associated with better overall survival even after accounting for clinical and demographic covariates.
These findings suggest the possibility that functionally intact regions may persist within GBMs and that the extent to which FC is maintained may carry prognostic value and inform treatment planning.
由于胶质母细胞瘤(GBM;世界卫生组织四级)细胞的异质性增殖和浸润,其在磁共振成像(MRI)上呈现出多变的表现。结果,负责功能连接(FC)的神经血管单元可能存在于大体肿瘤边界内,尽管其幅度发生了改变。因此,我们假设 GBM 内 FC 的强度可预测总生存期。
我们使用新发 GBM 患者的预先定义的功能连接 ROI,来描述通过静息状态功能 MRI 可观察到的肿瘤内 FC 的存在及其与生存结果的关系。
分析了 57 例 GBM 患者(平均年龄,57.8±13.9 岁)。在肿瘤内可以常规发现常规结构图像无法识别的功能连接体素,且与肿瘤大小无显著相关性。在已知生存时间的患者中(n=31),即使考虑到临床和人口统计学协变量,GBM 肿瘤内的内网络 FC 强度越高,总体生存率越高。
这些发现表明,功能完整的区域可能在 GBM 内持续存在,并且 FC 维持的程度可能具有预后价值并为治疗计划提供信息。