Department of Radiological Sciences, David Geffen School of Medicine, University of California Los Angeles, 924 Westwood Blvd, Suite 615, Los Angeles, CA 90024, USA.
Neuro Oncol. 2012 Mar;14(3):333-43. doi: 10.1093/neuonc/nor220. Epub 2012 Jan 22.
Functional diffusion mapping (fDM) has shown promise as a sensitive imaging biomarker for predicting survival in initial studies consisting of a small number of patients, mixed tumor grades, and before routine use of anti-angiogenic therapy. The current study tested whether fDM performed before and after radiochemotherapy could predict progression-free and overall survival in 143 patients with newly diagnosed glioblastoma from 2007 through 2010, many treated with anti-angiogenic therapy after recurrence. Diffusion and conventional MRI scans were obtained before and 4 weeks after completion of radiotherapy and concurrent temozolomide treatment. FDM was created by coregistering pre- and posttreatment apparent diffusion coefficient (ADC) maps and then performing voxel-wise subtraction. FDMs were categorized according to the degree of change in ADC in pre- and posttreatment fluid-attenuated inversion recovery (FLAIR) and contrast-enhancing regions. The volume fraction of fDM-classified increasing ADC(+), decreasing ADC(-), and change in ADC(+/-) were tested to determine whether they were predictive of survival. Both Bonferroni-corrected univariate log-rank analysis and Cox proportional hazards modeling demonstrated that patients with decreasing ADC in a large volume fraction of pretreatment FLAIR or contrast-enhancing regions were statistically more likely to progress earlier and expire sooner than in patients with a lower volume fraction. The current study supports the hypothesis that fDM is a sensitive imaging biomarker for predicting survival in glioblastoma.
功能弥散映射(fDM)已被证明是一种敏感的成像生物标志物,在最初的研究中,它可以预测少数患者、混合肿瘤分级以及常规使用抗血管生成治疗之前的生存情况。本研究测试了在 2007 年至 2010 年间接受新诊断的胶质母细胞瘤的 143 例患者中,在放化疗前后进行 fDM 是否可以预测无进展生存期和总生存期,其中许多患者在复发后接受了抗血管生成治疗。在放疗和同期替莫唑胺治疗完成前和 4 周后,获得了弥散和常规 MRI 扫描。通过对治疗前后表观弥散系数(ADC)图进行配准,然后进行体素减法来创建 fDM。根据治疗前后液体衰减反转恢复(FLAIR)和对比增强区域中 ADC 的变化程度对 fDM 进行分类。测试 fDM 分类的 ADC 增加(+)、ADC 减少(-)和 ADC 变化(+/-)的体积分数,以确定它们是否具有预测生存的能力。Bonferroni 校正的单变量对数秩分析和 Cox 比例风险模型均表明,在大体积分数的预处理 FLAIR 或对比增强区域中,ADC 减少的患者比体积分数较低的患者更早进展和更早死亡的可能性更大。本研究支持 fDM 是预测胶质母细胞瘤生存的敏感成像生物标志物的假设。