From the Department of Neurosurgery, Sainte-Anne Hospital, Paris, France (A.R., M.Z., E.D., J.P.); Paris Descartes University, Sorbonne Paris Cité, Paris, France (A.R., P.R., M.E., M.Z., J.F.M., F.C., E.L., P.V., C.O., J.P.); UMR 1266 INSERM, IMA-BRAIN, Institute of Psychiatry and Neurosciences of Paris, Paris, France (A.R., P.R., M.E., K.S., M.Z., P.G., S.L., A.F., J.F.M., P.V., C.O., J.P.); Department of Neuroradiology, Sainte-Anne Hospital, Paris, France (M.E., J.F.M., C.O.); Department of Radiology, Juntendo University School of Medicine, Tokyo, Japan (K.S.); LTCI, Telecom ParisTech, Paris, France (P.G.); Department of Radiotherapy, Gustave Roussy University Hospital, Villejuif, France (F.D.); and Department of Neuropathology, Sainte-Anne Hospital, Paris, France (F.C., E.L., P.V.).
Radiology. 2019 Dec;293(3):633-643. doi: 10.1148/radiol.2019190491. Epub 2019 Oct 8.
Background Tumor location is a main prognostic parameter in patients with glioblastoma. Probabilistic MRI-based brain atlases specifying the probability of tumor location associated with important demographic, clinical, histomolecular, and management data are lacking for isocitrate dehydrogenase (IDH) wild-type glioblastomas. Purpose To correlate glioblastoma location with clinical phenotype, surgical management, and outcomes by using a probabilistic analysis in a three-dimensional (3D) MRI-based atlas. Materials and Methods This retrospective study included all adults surgically treated for newly diagnosed IDH wild-type supratentorial glioblastoma in a tertiary adult surgical neuro-oncology center (2006-2016). Semiautomated tumor segmentation and spatial normalization procedures to build a 3D MRI-based atlas were validated. The authors performed probabilistic analyses by using voxel-based lesion symptom mapping technology. The Liebermeister test was used for binary data, and the generalized linear model was used for continuous data. Results A total of 392 patients (mean age, 61 years ± 13; 233 men) were evaluated. The authors identified the preferential location of glioblastomas according to subventricular zone, age, sex, clinical presentation, revised Radiation Therapy Oncology Group-Recursive Partitioning Analysis class, Karnofsky performance status, O-methylguanine DNA methyltransferase promoter methylation status, surgical management, and survival. The superficial location distant from the eloquent area was more likely associated with a preserved functional status at diagnosis (348 of 392 patients [89%], < .05), a large surgical resection (173 of 392 patients [44%], < .05), and prolonged overall survival (163 of 334 patients [49%], < .05). In contrast, deep location and location within eloquent brain areas were more likely associated with an impaired functional status at diagnosis (44 of 392 patients [11%], < .05), a neurologic deficit (282 of 392 patients [72%], < .05), treatment with biopsy only (183 of 392 patients [47%], < .05), and shortened overall survival (171 of 334 patients [51%], < .05). Conclusion The authors identified the preferential location of isocitrate dehydrogenase wild-type glioblastomas according to parameters of interest and provided an image-based integration of multimodal information impacting survival results. This suggests the role of glioblastoma location as a surrogate and multimodal parameter integrating several known prognostic factors. © RSNA, 2019 See also the editorial by Huang in this issue.
背景 肿瘤位置是胶质母细胞瘤患者的主要预后参数。目前缺乏基于概率的 MRI 脑图谱来指定与重要的人口统计学、临床、组织分子和管理数据相关的肿瘤位置,这些图谱用于 IDH 野生型胶质母细胞瘤。目的 利用基于三维(3D)MRI 的图谱中的概率分析,将胶质母细胞瘤的位置与临床表型、手术管理和结果进行关联。材料与方法 本回顾性研究纳入了 2006 年至 2016 年在一家三级成人外科神经肿瘤中心接受新诊断 IDH 野生型幕上胶质母细胞瘤手术治疗的所有成年人。对肿瘤分割和空间归一化程序进行了半自动验证,以构建基于 3D MRI 的图谱。作者使用基于体素的病变症状映射技术进行了概率分析。使用 Liebermeister 检验进行二项数据分析,使用广义线性模型进行连续数据分析。结果 共评估了 392 例患者(平均年龄 61 岁±13 岁;233 例男性)。作者根据侧脑室周围区、年龄、性别、临床表现、修订后的放射治疗肿瘤学组-递归分区分析分类、卡诺夫斯基表现状态、O-甲基鸟嘌呤 DNA 甲基转移酶启动子甲基化状态、手术管理和生存情况确定了胶质母细胞瘤的优先位置。远离功能区的表浅位置更可能与诊断时保留的功能状态相关(392 例患者中有 348 例[89%], <.05)、更大的手术切除范围(392 例患者中有 173 例[44%], <.05)和更长的总生存期(334 例患者中有 163 例[49%], <.05)。相比之下,深部位置和位于功能区的位置更可能与诊断时功能状态受损相关(392 例患者中有 44 例[11%], <.05)、神经功能缺损(392 例患者中有 282 例[72%], <.05)、仅接受活检治疗(392 例患者中有 183 例[47%], <.05)和较短的总生存期(334 例患者中有 171 例[51%], <.05)。结论 作者根据感兴趣的参数确定了 IDH 野生型胶质母细胞瘤的优先位置,并提供了基于图像的多模态信息综合,这些信息影响生存结果。这表明胶质母细胞瘤的位置可以作为一个替代和多模态参数,整合几个已知的预后因素。 ©2019 RSNA,见本期 Huang 社论。