利用结构磁共振成像和弥散张量成像模板量化胶质母细胞瘤治疗前的神经周围饱和度

Rik van den Elshout, Benthe Ariëns, Joost Blaauboer, Frederick J A Meijer, Anja G van der Kolk, Morteza Esmaeili, Tom W J Scheenen, D. Henssen
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摘要

胶质母细胞瘤(GBM)患者的生存状况仍然不容乐观,而且经常出现肿瘤复发。了解 GBM 的放射学生长模式有助于改善预后。本研究旨在利用图像注册和变形策略,研究对比度增强的肿瘤生长方向与白质之间的关系。 研究人员回顾性收集了 GBM 患者的两次预处理扫描(诊断扫描和神经导航扫描),并与模板和 DTI 图集共同注册。对 GBM 病灶进行分割,并共同登记到同一空间。得出生长矢量,并将其分为平行于白质(Φ = 0-20 度)和垂直于白质(Φ = 70-90 度)的矢量群。为检验平行组和垂直组之间的统计学意义,进行了配对样本学生 T 检验。O6-甲基鸟嘌呤-DNA 甲基转移酶(MGMT)甲基化状态及其与生长速度的相关性也通过单因素方差分析进行了检验。 78名GBM患者(平均年龄61岁±13 SD,32名男性)的GBM病变主要表现为神经周围饱和(P<0.001),与白质平行(0° < |Φ| <20°)生长的平均百分位数为30.8%(95CI 29.6% - 32.0%)。与白质微结构垂直的肿瘤生长方向(70° < |Φ| <90°)占总肿瘤生长方向的22.7%(95CI 21.3% - 24.1%)。 本文提出的策略表明,治疗前 GBM 患者的肿瘤生长方向与白质结构相关。未来需要使用患者特异性 DTI 数据进行研究,前瞻性地验证该方法的准确性,以确定其作为治疗前后临床指标的实用性。
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Quantification perineural satellitosis in pretreatment glioblastoma with structural MRI and a diffusion tensor imaging template
Survival outcomes for glioblastoma (GBM) patients remain unfavorable, and tumor recurrence is often observed. Understanding the radiological growth patterns of GBM could aid in improving outcome. This study aimed to examine the relationship between contrast-enhancing tumor growth direction and white matter, using an image registration and deformation strategy. In GBM patients two pretreatment scans (diagnostic and neuronavigation) were gathered retrospectively, co-registered to a template and DTI atlas. The GBM lesions were segmented and co-registered to the same space. Growth vectors were derived and divided into vector populations parallel (Φ = 0-20 degrees) and perpendicular (Φ = 70-90 degrees) to white matter. To test for statistical significance between parallel and perpendicular groups, a paired samples Students T-test was performed. O6-methylguanine-DNA methyltransferase (MGMT) methylation status and its correlation to growth rate was also tested using a one-way ANOVA test. For 78 GBM patients (mean age 61 years ± 13 SD, 32 men), the included GBM lesions showed a predominant preference of perineural satellitosis (p<0.001), with a mean percentile growth of 30.8% (95CI 29.6% – 32.0%) parallel (0° < |Φ| <20°) to white matter. Perpendicular tumor growth with respect to white matter microstructure (70° < |Φ| <90°) showed to be 22.7% (95CI 21.3% – 24.1%) of total tumor growth direction. The presented strategy showed that tumor growth direction in pretreatment GBM patients correlated with white matter architecture. Future studies with patient-specific DTI data are required to verify the accuracy of this method prospectively to identify its usefulness as a clinical metric in pre- and posttreatment setting.
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