Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea.
Department of Radiology, Seoul National University Hospital, 101, Daehangno, Jongno-gu, Seoul, 110-744, Republic of Korea.
Eur Radiol. 2020 Feb;30(2):1202-1211. doi: 10.1007/s00330-019-06379-2. Epub 2019 Aug 29.
Prediction of progression-free survival (PFS) and overall survival (OS) and early identification of molecular biomarkers with prognostic information are clinically important in glioblastoma (GBM) patients. We aimed to explore the utility of arterial spin labeling perfusion-weighted imaging (ASL-PWI) in the prediction of molecular biomarkers and survival in GBM patients.
We retrospectively analyzed 149 consecutive GBM patients, who had undergone maximal surgical resection or biopsy followed by concurrent chemoradiotherapy and adjuvant chemotherapy using temozolomide between November 2010 and June 2016. On preoperative ASL-PWI, cerebral blood flow (CBF) within contrast-enhancing (CE) and nonenhancing (NE) portions were evaluated both qualitatively (perfusion pattern and perfusion pattern) and quantitatively (nCBF and nCBF). ASL-PWI findings were correlated with molecular biomarkers, including isocitrate dehydrogenase (IDH) and O6-methylguanine-DNA methyltransferase (MGMT) methylation statuses, and survival, using the Mann-Whitney U-test, Spearman rank correlation, Kaplan-Meier analysis, and receiver operating characteristics analysis.
nCBF was significantly higher in the IDH wild-type group than in the IDH mutant group (p = .013) and in the MGMT unmethylated group than in the methylated group (p = .047). Areas under the receiver operating characteristic curve were 0.678 for IDH mutation (p = .022) and 0.601 for MGMT promoter methylation (p = .043). Hyperperfusion was associated with the shortest median PFS for both perfusion pattern (7.6 months) and perfusion pattern (4.0 months). The perfusion pattern remained an independent predictor for PFS and OS even after adjusting for clinical and molecular predictors, unlike perfusion pattern.
ASL-PWI can aid to predict survival and molecular biomarkers including IDH mutation and MGMT promoter methylation statuses in GBM patients.
• ASL-PWI can aid to predict survival in GBM patients. • ASL-PWI can aid to predict IDH and MGMT promoter methylation statuses in GBM.
预测无进展生存期(PFS)和总生存期(OS)以及早期识别具有预后信息的分子生物标志物在胶质母细胞瘤(GBM)患者中具有重要的临床意义。我们旨在探索动脉自旋标记灌注加权成像(ASL-PWI)在预测 GBM 患者的分子生物标志物和生存方面的应用。
我们回顾性分析了 2010 年 11 月至 2016 年 6 月期间 149 例连续接受最大程度手术切除或活检,然后接受同步放化疗和替莫唑胺辅助化疗的 GBM 患者。在术前 ASL-PWI 上,评估增强(CE)和非增强(NE)部分的脑血流(CBF)的定性(灌注模式和灌注模式)和定量(nCBF 和 nCBF)。使用 Mann-Whitney U 检验、Spearman 秩相关、Kaplan-Meier 分析和受试者工作特征分析,将 ASL-PWI 结果与分子生物标志物(包括异柠檬酸脱氢酶(IDH)和 O6-甲基鸟嘌呤-DNA 甲基转移酶(MGMT)甲基化状态)和生存相关联。
nCBF 在 IDH 野生型组中显著高于 IDH 突变型组(p=0.013),在 MGMT 未甲基化组中显著高于甲基化组(p=0.047)。IDH 突变的受试者工作特征曲线下面积为 0.678(p=0.022),MGMT 启动子甲基化的受试者工作特征曲线下面积为 0.601(p=0.043)。灌注模式和灌注模式的高灌注均与最短的中位 PFS 相关(分别为 7.6 个月和 4.0 个月)。灌注模式在调整了临床和分子预测因素后仍然是 PFS 和 OS 的独立预测因素,而灌注模式则不是。
ASL-PWI 可辅助预测 GBM 患者的生存和包括 IDH 突变和 MGMT 启动子甲基化状态在内的分子生物标志物。
• ASL-PWI 可辅助预测 GBM 患者的生存。
• ASL-PWI 可辅助预测 GBM 患者的 IDH 和 MGMT 启动子甲基化状态。