From the Mayo Graduate School (K.M.P.).
Departments of Radiology (K.P.M., A.A., D.S.L., K.J.G., A.M., R.L.E., J.H.).
AJNR Am J Neuroradiol. 2018 Jan;39(1):31-36. doi: 10.3174/ajnr.A5415. Epub 2017 Oct 26.
Our aim was to noninvasively evaluate gliomas with MR elastography to characterize the relationship of tumor stiffness with tumor grade and mutations in the () gene.
Tumor stiffness properties were prospectively quantified in 18 patients (mean age, 42 years; 6 women) with histologically proved gliomas using MR elastography from 2014 to 2016. Images were acquired on a 3T MR imaging unit with a vibration frequency of 60 Hz. Tumor stiffness was compared with unaffected contralateral white matter, across tumor grade, and by -mutation status. The performance of the use of tumor stiffness to predict tumor grade and mutation was evaluated with the Wilcoxon rank sum, 1-way ANOVA, and Tukey-Kramer tests.
Gliomas were softer than healthy brain parenchyma, 2.2 kPa compared with 3.3 kPa ( < .001), with grade IV tumors softer than grade II. Tumors with an mutation were significantly stiffer than those with wild type , 2.5 kPa versus 1.6 kPa, respectively ( = .007).
MR elastography demonstrated that not only were gliomas softer than normal brain but the degree of softening was directly correlated with tumor grade and -mutation status. Noninvasive determination of tumor grade and mutation may result in improved stratification of patients for different treatment options and the evaluation of novel therapeutics. This work reports on the emerging field of "mechanogenomics": the identification of genetic features such as mutation using intrinsic biomechanical information.
本研究旨在通过磁共振弹性成像(MR 弹性成像)无创性评估脑胶质瘤,以表征肿瘤硬度与肿瘤分级和 () 基因突变之间的关系。
2014 年至 2016 年,前瞻性纳入 18 例经组织学证实的脑胶质瘤患者(平均年龄 42 岁,女性 6 例),使用 MR 弹性成像技术定量评估肿瘤硬度。在 3T MR 成像仪上以 60Hz 的振动频率进行图像采集。比较肿瘤硬度与未受影响的对侧白质之间的关系,以及肿瘤分级和 - 基因突变状态。采用 Wilcoxon 秩和检验、单因素方差分析和 Tukey-Kramer 检验评估肿瘤硬度预测肿瘤分级和 突变的性能。
脑胶质瘤比正常脑实质软,分别为 2.2kPa 和 3.3kPa(<0.001),IV 级肿瘤比 II 级肿瘤软。携带 突变的肿瘤比野生型 更硬,分别为 2.5kPa 和 1.6kPa(=0.007)。
MR 弹性成像显示,脑胶质瘤不仅比正常脑组织软,而且软化程度与肿瘤分级和 - 基因突变状态直接相关。肿瘤分级和 突变的无创性检测可能会改善不同治疗方案患者的分层,并评估新的治疗方法。本研究报告了一个新兴的领域,即“机械基因组学”:利用固有生物力学信息来识别基因突变等遗传特征。