Service de Neuroradiologie Diagnostique et Interventionnelle, Centre Hospitalier Universitaire de Nantes, Hôpital Nord Laennec, Rez-de-chaussée Bas Aile Est, Boulevard Jacques-Monod, Saint-Herblain, 44093, Nantes Cedex 1, France.
Service de Neuroradiologie Diagnostique et Fonctionnelle, Groupe Hospitalier Pitié-Salpêtrière C. Foix, 47-83 Boulevard de l'Hôpital, 75651, Paris Cedex 13, France.
Eur Radiol. 2021 Oct;31(10):7395-7405. doi: 10.1007/s00330-021-07732-0. Epub 2021 Mar 31.
The aim of this work was investigating the methods based on coupling cerebral perfusion (ASL) and amino acid metabolism ([F]DOPA-PET) measurements to evaluate the diagnostic performance of PET/MRI in glioma follow-up.
Images were acquired using a 3-T PET/MR system, on a prospective cohort of patients addressed for possible glioma progression. Data were preprocessed with statistical parametric mapping (SPM), including registration on T1-weighted images, spatial and intensity normalization, and tumor segmentation. As index tests, tumor isocontour maps of [F]DOPA-PET and ASL T-maps were created and metabolic/perfusion abnormalities were evaluated with the asymmetry index z-score. SPM map analysis of significant size clusters and semi-quantitative PET and ASL map evaluation were performed and compared to the gold standard diagnosis. Lastly, ASL and PET topography of significant clusters was compared to that of the initial tumor.
Fifty-eight patients with unilateral treated glioma were included (34 progressions and 24 pseudo-progressions). The tumor isocontour maps and T-maps showed the highest specificity (100%) and sensitivity (94.1%) for ASL and [F]DOPA analysis, respectively. The sensitivity of qualitative SPM maps and semi-quantitative rCBF and rSUV analyses were the highest for glioblastoma.
Tumor isocontour T-maps and combined analysis of CBF and [F]DOPA-PET uptake allow achieving high diagnostic performance in differentiating between progression and pseudo-progression in treated gliomas. The sensitivity is particularly high for glioblastomas.
• Applied separately, MRI and PET imaging modalities may be insufficient to characterize the brain glioma post-therapeutic profile. • Combined ASL and [F]DOPA-PET map analysis allows differentiating between tumor progression and pseudo-progression.
本研究旨在探索基于脑灌注(ASL)和氨基酸代谢([F]DOPA-PET)测量相结合的方法,以评估 PET/MRI 在胶质瘤随访中的诊断性能。
在一个前瞻性的患者队列中,使用 3-T PET/MR 系统采集图像,这些患者被诊断为可能存在胶质瘤进展。使用统计参数映射(SPM)对数据进行预处理,包括 T1 加权图像的配准、空间和强度归一化以及肿瘤分割。作为指标测试,创建了[F]DOPA-PET 和 ASL T 图的肿瘤等浓度图,并通过不对称指数 z 评分评估代谢/灌注异常。进行 SPM 图分析和显著大小聚类的半定量 PET 和 ASL 图评估,并与金标准诊断进行比较。最后,比较了显著聚类的 ASL 和 PET 地形图与初始肿瘤的地形图。
共纳入 58 例单侧治疗后的胶质瘤患者(34 例进展和 24 例假性进展)。对于 ASL 和[F]DOPA 分析,肿瘤等浓度图和 T 图显示出最高的特异性(100%)和敏感性(94.1%)。定性 SPM 图和半定量 rCBF 和 rSUV 分析的敏感性对于胶质母细胞瘤最高。
肿瘤等浓度 T 图和 CBF 与[F]DOPA-PET 摄取的联合分析可以实现高诊断性能,区分治疗后脑胶质瘤的进展和假性进展。对于胶质母细胞瘤,敏感性尤其高。
单独应用 MRI 和 PET 成像方式可能不足以描述脑胶质瘤治疗后的特征谱。
联合 ASL 和[F]DOPA-PET 图分析可区分肿瘤进展和假性进展。