Hojjati Mojgan, Badve Chaitra, Garg Vasant, Tatsuoka Curtis, Rogers Lisa, Sloan Andrew, Faulhaber Peter, Ros Pablo R, Wolansky Leo J
Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, OH.
Department of Neurology (Epidemiology), Case Western Reserve University, Cleveland, OH.
J Neuroimaging. 2018 Jan;28(1):118-125. doi: 10.1111/jon.12460. Epub 2017 Jul 18.
To compare the utility of quantitative PET/MRI, dynamic susceptibility contrast (DSC) perfusion MRI (pMRI), and PET/CT in differentiating radiation necrosis (RN) from tumor recurrence (TR) in patients with treated glioblastoma multiforme (GBM).
The study included 24 patients with GBM treated with surgery, radiotherapy, and temozolomide who presented with progression on imaging follow-up. All patients underwent PET/MRI and pMRI during a single examination. Additionally, 19 of 24 patients underwent PET/CT on the same day. Diagnosis was established by pathology in 17 of 24 and by clinical/radiologic consensus in 7 of 24. For the quantitative PET/MRI and PET/CT analysis, a region of interest (ROI) was drawn around each lesion and within the contralateral white matter. Lesion to contralateral white matter ratios for relative maximum, mean, and median were calculated. For pMRI, lesion ROI was drawn on the cerebral blood volume (CBV) maps and histogram metrics were calculated. Diagnostic performance for each metric was assessed using receiver operating characteristic curve analysis and area under curve (AUC) was calculated.
In 24 patients, 28 lesions were identified. For PET/MRI, relative mean ≥ 1.31 resulted in AUC of .94 with both sensitivity and negative predictive values (NPVs) of 100%. For pMRI, CBV max ≥3.32 yielded an AUC of .94 with both sensitivity and NPV measuring 100%. The joint model utilizing r-mean (PET/MRI) and CBV mode (pMRI) resulted in AUC of 1.0.
Our study demonstrates that quantitative PET/MRI parameters in combination with DSC pMRI provide the best diagnostic utility in distinguishing RN from TR in treated GBMs.
比较定量PET/MRI、动态磁敏感对比增强(DSC)灌注MRI(pMRI)和PET/CT在鉴别多形性胶质母细胞瘤(GBM)治疗后患者放射性坏死(RN)与肿瘤复发(TR)中的应用价值。
本研究纳入24例接受手术、放疗和替莫唑胺治疗的GBM患者,这些患者在影像学随访中出现病情进展。所有患者在一次检查中均接受了PET/MRI和pMRI检查。此外,24例患者中有19例在同一天接受了PET/CT检查。24例患者中17例通过病理确诊,7例通过临床/影像学共识确诊。对于定量PET/MRI和PET/CT分析,在每个病变周围和对侧白质内绘制感兴趣区(ROI)。计算病变与对侧白质的相对最大值、平均值和中位数的比值。对于pMRI,在脑血容量(CBV)图上绘制病变ROI并计算直方图指标。使用受试者操作特征曲线分析评估每个指标的诊断性能,并计算曲线下面积(AUC)。
24例患者共发现28个病变。对于PET/MRI,相对平均值≥1.31时,AUC为0.94,敏感性和阴性预测值(NPV)均为100%。对于pMRI,CBV最大值≥3.32时,AUC为0.94,敏感性和NPV均为100%。联合使用r-mean(PET/MRI)和CBV模式(pMRI)的模型AUC为1.0。
我们的研究表明,定量PET/MRI参数与DSC pMRI相结合在鉴别GBM治疗后患者的RN与TR方面具有最佳诊断效用。