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.
Eur J Radiol. 2023 Mar;160:110721. doi: 10.1016/j.ejrad.2023.110721. Epub 2023 Feb 1.
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.
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.
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 %.
The combination of IVIM and 3D pCASL can be used in prediction histologic grade and IDH mutation status of glioma noninvasively.
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。
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。
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%。
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。