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磁共振成像的形态学特征可将多灶性胶质母细胞瘤分为不同的预后组。

Morphologic Features on MR Imaging Classify Multifocal Glioblastomas in Different Prognostic Groups.

机构信息

From the Department of Mathematics (J.P.-B., D.M.-G., V.M.P.-G.), Mathematical Oncology Laboratory, Universidad de Castilla-La Mancha, Ciudad Real, Spain.

From the Department of Mathematics (J.P.-B., D.M.-G., V.M.P.-G.), Mathematical Oncology Laboratory, Universidad de Castilla-La Mancha, Ciudad Real, Spain

出版信息

AJNR Am J Neuroradiol. 2019 Apr;40(4):634-640. doi: 10.3174/ajnr.A6019. Epub 2019 Mar 28.

Abstract

BACKGROUND AND PURPOSE

Multifocal glioblastomas (ie, glioblastomas with multiple foci, unconnected in postcontrast pretreatment T1-weighted images) represent a challenge in clinical practice due to their poor prognosis. We wished to obtain imaging biomarkers with prognostic value that have not been found previously.

MATERIALS AND METHODS

A retrospective review of 1155 patients with glioblastomas from 10 local institutions during 2006-2017 provided 97 patients satisfying the inclusion criteria of the study and classified as having multifocal glioblastomas. Tumors were segmented and morphologic features were computed using different methodologies: 1) measured on the largest focus, 2) aggregating the different foci as a whole, and 3) recording the extreme value obtained for each focus. Kaplan-Meier, Cox proportional hazards, correlations, and Harrell concordance indices (c-indices) were used for the statistical analysis.

RESULTS

Age ( < .001, hazard ratio = 2.11, c-index = 0.705), surgery ( < .001, hazard ratio = 2.04, c-index = 0.712), contrast-enhancing rim width ( < .001, hazard ratio = 2.15, c-index = 0.704), and surface regularity ( = .021, hazard ratio = 1.66, c-index = 0.639) measured on the largest focus were significant independent predictors of survival. Maximum contrast-enhancing rim width ( = .002, hazard ratio = 2.05, c-index = 0.668) and minimal surface regularity ( = .036, hazard ratio = 1.64, c-index = 0.600) were also significant. A multivariate model using age, surgery, and contrast-enhancing rim width measured on the largest foci classified multifocal glioblastomas into groups with different outcomes ( < .001, hazard ratio = 3.00, c-index = 0.853, median survival difference = 10.55 months). Moreover, quartiles with the highest and lowest individual prognostic scores based on the focus with the largest volume and surgery were identified as extreme groups in terms of survival ( < .001, hazard ratio = 18.67, c-index = 0.967).

CONCLUSIONS

A prognostic model incorporating imaging findings on pretreatment postcontrast T1-weighted MRI classified patients with glioblastoma into different prognostic groups.

摘要

背景与目的

多灶性胶质母细胞瘤(即,增强预处理 T1 加权图像中无连接的多个病灶的胶质母细胞瘤)由于其预后不良,在临床实践中构成了挑战。我们希望获得具有先前未发现的预后价值的成像生物标志物。

材料与方法

对 2006 年至 2017 年期间来自 10 个本地机构的 1155 例胶质母细胞瘤患者进行回顾性审查,提供了 97 例符合研究纳入标准的患者,并将其分类为多灶性胶质母细胞瘤。使用不同的方法对肿瘤进行分割并计算形态特征:1)测量最大焦点,2)将不同焦点整体聚合,3)记录每个焦点的极值。采用 Kaplan-Meier、Cox 比例风险、相关性和 Harrell 一致性指数(c 指数)进行统计学分析。

结果

年龄(<0.001,风险比=2.11,c 指数=0.705)、手术(<0.001,风险比=2.04,c 指数=0.712)、增强对比边缘宽度(<0.001,风险比=2.15,c 指数=0.704)和表面规则性(=0.021,风险比=1.66,c 指数=0.639)在最大焦点上的测量值是生存的显著独立预测因子。最大增强对比边缘宽度(=0.002,风险比=2.05,c 指数=0.668)和最小表面规则性(=0.036,风险比=1.64,c 指数=0.600)也是显著的。使用年龄、手术和最大焦点上的增强对比边缘宽度的多变量模型将多灶性胶质母细胞瘤分为具有不同结局的组(<0.001,风险比=3.00,c 指数=0.853,中位生存差异=10.55 个月)。此外,基于体积最大和手术的焦点确定的最高和最低个体预后评分的四分位数被确定为生存方面的极端组(<0.001,风险比=18.67,c 指数=0.967)。

结论

纳入增强预处理 T1 加权 MRI 成像发现的预后模型将胶质母细胞瘤患者分为不同的预后组。

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