Application of Delta T1 maps for quantitative and objective assessment of extent of resection and survival prediction in glioblastoma.

Neurosurgery practice Pub Date : 2024-03-01 Epub Date: 2024-01-17
Brandon R Laing, Melissa A Prah, Benjamin J Best, Max O Krucoff, Wade M Mueller, Kathleen M Schmainda
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Abstract

Background and objectives: Gross-total resection (GTR) and low residual tumor volume (RTV) have been associated with increased survival in glioblastoma. Largely due to the subjectivity involved, the determination of GTR and RTV remains difficult in the postoperative setting. In response, the objective of this study is to evaluate the clinical efficacy of an easy-to-use MRI metric, called delta T1 (dT1), to quantify extent of resection (EOR) and RTV, in comparison to radiologist impression, to predict overall survival (OS) in glioblastoma patients.

Methods: 59 patients who underwent resection of glioblastoma were retrospectively identified. Delta T1 (dT1) images, automatically created from the difference between calibrated post- and pre-contrast T1-weighted images, were used to quantify EOR and RTV. Kaplan-Meier survival estimates were determined for EOR categories, an RTV cutoff of 5cm3 and radiologist interpretation of EOR. Multivariate Cox proportional hazard regression analysis was used to evaluate RTV and EOR along with effects related to sex, KPS, MGMT, and age on OS.

Results: Kaplan-Meier analysis revealed a statistically significant difference in median OS for a dT1-determined RTV cutoff of 5 cm3 (P=.0024, HR=2.18 (1.232-3.856)), but not for radiological impression (P=0.666) or dT1-determined EOR (P=0.0803), which was limited to a comparison between partial and subtotal resections. Furthermore, when covariates were accounted for in multivariate Cox regression, significant differences in OS were retained for dT1-determined RTV. Additionally, a significantly strong yet short-term effect of MGMT methylation status on OS was revealed for each RTV and EOR model.

Conclusion: The utility of dT1 maps to quantify EOR and RTV in glioblastoma and predict survival, suggests an emerging role for dT1s with relevance for intraoperative MRI, neuro-navigation and postoperative disease surveillance.

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应用 Delta T1 地图对胶质母细胞瘤的切除范围和生存预测进行定量客观评估。
背景和目的:全切(GTR)和低残留肿瘤体积(RTV)与胶质母细胞瘤生存率的提高有关。主要由于涉及主观因素,在术后环境中确定 GTR 和 RTV 仍然很困难。因此,本研究的目的是评估一种易于使用的磁共振成像指标--δT1(dT1)--的临床疗效,与放射科医生的印象相比,该指标可量化切除范围(EOR)和RTV,从而预测胶质母细胞瘤患者的总生存率(OS)。根据校准后和对比前 T1 加权图像之间的差异自动生成的 Delta T1(dT1)图像用于量化 EOR 和 RTV。根据 EOR 类别、5 立方厘米的 RTV 临界值和放射科医生对 EOR 的解释,确定了 Kaplan-Meier 生存估计值。多变量考克斯比例危险回归分析用于评估RTV和EOR以及性别、KPS、MGMT和年龄对OS的影响:Kaplan-Meier分析显示,dT1确定的RTV截断值为5 cm3时,中位OS有显著统计学差异(P=.0024,HR=2.18(1.232-3.856)),但放射学印象(P=0.666)或dT1确定的EOR(P=0.0803)则没有显著统计学差异,这仅限于部分切除和次全切除之间的比较。此外,在多变量考克斯回归中考虑协变量时,dT1确定的RTV在OS方面仍存在显著差异。此外,在每个RTV和EOR模型中,MGMT甲基化状态对OS都有明显的短期影响:dT1图谱在量化胶质母细胞瘤的EOR和RTV以及预测生存率方面的实用性表明,dT1在术中磁共振成像、神经导航和术后疾病监测方面发挥着新的作用。
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