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通过单指数、双指数扩散加权成像和三维准连续动脉自旋标记技术无创评估脑胶质瘤的分级和 IDH 突变状态。

Noninvasively evaluating the grade and IDH mutation status of gliomas by using mono-exponential, bi-exponential diffusion-weighted imaging and three-dimensional pseudo-continuous arterial spin labeling.

机构信息

Department of Radiology, The Sixth People's Hospital of Nanchong, Sichuan Province, People's Republic of China.

Department of Radiology, Nanchong Central Hospital, Sichuan Province, People's Republic of China.

出版信息

Eur J Radiol. 2023 Mar;160:110721. doi: 10.1016/j.ejrad.2023.110721. Epub 2023 Feb 1.

Abstract

OBJECTIVES

To noninvasively assess the diagnostic performance of diffusion-weighted imaging (DWI), bi-exponential intravoxel incoherent motion imaging (IVIM) and three-dimensional pseudo-continuous arterial spin labeling (3D pCASL) in differentiating lower-grade gliomas (LGGs) from high-grade gliomas (HGGs), and predicting the isocitrate dehydrogenase (IDH) mutation status.

MATERIALS AND METHODS

Ninety-five patients with pathologically confirmed grade 2-4 gliomas with preoperative DWI, IVIM and 3D pCASL were enrolled in this study. The Student's t test and Mann-Whitney U test were used to evaluate differences in parameters of DWI, IVIM and 3D pCASL between LGG and HGG as well as between mutant and wild-type IDH in grade 2 and 3 diffusion astrocytoma; receiver operator characteristic (ROC) analysis was used to assess the diagnostic performance.

RESULTS

The value of ADC, ADC, D and D in HGGs were lower than in LGGs, while the value of CBF and CBF in HGGs were higher than in LGGs. In ROC analysis, the AUC values of D, D and CBF were 0.827, 0.878 and 0.839, respectively. The combination of CBF and D displayed the highest diagnostic performance to distinguish LGGs from HGGs, with AUC 0.906, sensitivity 82.4 %, and specificity 86.4 %. In grades 2 and 3 diffusion astrocytoma patients, ADC, D, D, CBF and CBF showed significant differences between IDH and IDH group (p < 0.05, 0.001, 0.001, 0.01 and 0.001, respectively) and the AUC values were 0. 709, 0.849, 0.919, 0.755 and 0.873, respectively. Similarly, the combination of CBF and D demonstrated the highest AUC value (0.938) in prediction IDH mutation status, with sensitivity 92.9 %, and specificity 95.5 %.

CONCLUSION

The combination of IVIM and 3D pCASL can be used in prediction histologic grade and IDH mutation status of glioma noninvasively.

摘要

目的

无创评估扩散加权成像(DWI)、双指数体素内不相干运动成像(IVIM)和三维伪连续动脉自旋标记(3D pCASL)在区分低级别胶质瘤(LGG)和高级别胶质瘤(HGG),以及预测异柠檬酸脱氢酶(IDH)突变状态中的诊断性能。

材料与方法

本研究纳入了 95 例经病理证实的 2-4 级胶质瘤患者,术前均行 DWI、IVIM 和 3D pCASL 检查。采用 Student's t 检验和 Mann-Whitney U 检验比较 LGG 和 HGG 之间以及 2 级和 3 级弥散星形细胞瘤中 IDH 突变型和野生型之间 DWI、IVIM 和 3D pCASL 参数的差异;采用受试者工作特征(ROC)曲线分析评估诊断效能。

结果

HGG 的 ADC、ADC、D 和 D 值均低于 LGG,而 CBF 和 CBF 值均高于 LGG。ROC 分析显示,D、D 和 CBF 的 AUC 值分别为 0.827、0.878 和 0.839。CBF 和 D 的联合具有最高的诊断效能,可区分 LGG 和 HGG,AUC 为 0.906,灵敏度为 82.4%,特异度为 86.4%。在 2 级和 3 级弥散星形细胞瘤患者中,IDH 突变型和 IDH 野生型之间 ADC、D、D、CBF 和 CBF 差异均有统计学意义(p<0.05,0.001,0.001,0.01 和 0.001),其 AUC 值分别为 0.709、0.849、0.919、0.755 和 0.873。同样,CBF 和 D 的联合在预测 IDH 突变状态方面具有最高的 AUC 值(0.938),灵敏度为 92.9%,特异度为 95.5%。

结论

IVIM 和 3D pCASL 的联合应用可无创预测胶质瘤的组织学分级和 IDH 突变状态。

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