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Use of monoexponential diffusion-weighted imaging and diffusion kurtosis imaging and dynamic contrast-enhanced-MRI for the differentiation of spinal tumors

机译:使用单烯烃扩散加权成像和扩散峰度成像和动态对比增强-MRI进行脊柱肿瘤的分化

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To explore the diagnostic value of monoexponential diffusion-weighted imaging (DWI), diffusion kurtosis imaging (DKI), and dynamic contrast-enhanced (DCE)-MRI for differentiating between spinal malignant and non-malignant tumors lacking typical imaging signs and correlation between the parameters of the three models. DWI, DKI, and DCE-MRI examinations were performed in 39 and 27 cases of spinal malignant and non-malignant tumors, respectively. Two radiologists independently evaluated apparent diffusion coefficient (ADC), mean diffusivity (MD), and mean kurtosis (MK) of the DWI and DKI models, and volume transfer constant (Ktrans), rate constant (kep), and extracellular extravascular volume ratio (ve) of the DCE-MRI model for post-processing analyses. Statistical differences of parameters were compared using an independent sample t test. The sensitivity, specificity, and the area under the receiver operating characteristic (ROC) curve were determined. Pearson correlation analysis was used to evaluate the correlation between these parameters. ADC, MD, and ve were significantly lower, while MK and kep were significantly higher for spinal malignant tumors than for non-malignant tumors. The MK had the highest area under the ROC curve of 0.940 and sensitivity (96.3%). Ve was weakly positively correlated with ADC (r = 0.468) and MD (r = 0.363) and weakly negatively correlated with MK (r = 0.469). kep was weakly positively correlated with MK (r = 0.375). Ktrans was weakly positively correlated with ADC (r = 0.325). Monoexponential DWI, DKI, and DCE-MRI have potential value in the differentiation of spinal malignant from non-malignant tumors lacking typical imaging signs, and there is a certain correlation between the parameters of the three models. These slides can be retrieved under Electronic Supplementary Material.
机译:为了探讨单型扩散加权成像(DWI),扩散峰成像(DKI)和动态对比增强(DCE)-MRI的诊断值,用于区分缺乏典型的成像标志和相关性的典型成像标志和相关性三种模型的参数。 DWI,DKI和DCE-MRI检查分别在39例和27例脊柱恶性和非恶性肿瘤中进行。两个放射科医生独立评估了DWI和DKI模型的表观扩散系数(ADC),平均扩散性(MD),以及平均峰(MK),以及体积转移常数(Ktrans),速率常数(KTRAN)和细胞外血管血管体积比(后处理分析的DCE-MRI模型的VE。使用独立的样品T测试进行比较参数的统计差异。确定了接收器操作特征(ROC)曲线下的灵敏度,特异性和区域。 Pearson相关性分析用于评估这些参数之间的相关性。 ADC,MD和VE显着降低,而MK和KEP对于脊柱恶性肿瘤的显着高于非恶性肿瘤。 MK的ROC曲线下的最高面积为0.940,灵敏度(96.3%)。与ADC(r = 0.468)和MD(r = 0.363)弱呈弱呈呈呈呈呈呈呈呈呈呈呈呈呈呈呈呈呈呈呈呈呈呈呈呈呈呈呈呈呈弱,与mk弱呈呈弱屈服(r = 0.469)。 KEP与MK弱呈弱(r = 0.375)。 ktrans与ADC弱呈弱(r = 0.325)。单一节点DWI,DKI和DCE-MRI在缺乏典型的成像标志的非恶性肿瘤中具有潜在的价值,并且三种模型的参数之间存在一定的相关性。这些幻灯片可以在电子补充材料下检索。

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