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Whole-body diffusion-weighted MRI in lymphoma—comparison of global apparent diffusion coefficient histogram parameters for differentiation of diseased nodes of lymphoma patients from normal lymph nodes of healthy individuals

机译:淋巴瘤中全身扩散加权MRI - 全球性表观扩散系数直方图直方图参数的比较,用于淋巴瘤患者患者健康个体正常淋巴结患者

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Background: Morphologic features yield low diagnostic accuracy to distinguish between diseased and normal lymph nodes. The purpose of this study was to compare diseased lymphomatous and normal lymph nodes using global apparent diffusion coefficient (gADC) histogram parameters derived from whole-body diffusion-weighted MRI (WB-DWI). Methods: 1.5 Tesla WB-DWI of 23 lymphoma patients and 20 healthy volunteers performed between 09/2010 and 07/2015 were retrospectively reviewed. All diseased nodal groups in the lymphoma cohort and all nodes visible on b900 images in healthy volunteers were segmented from neck to groin to generate a total diffusion volume (tDV). A connected component-labelling algorithm separated spatially distinct nodes. Mean, median, skewness, kurtosis, minimum, maximum, interquartile range (IQR), standard deviation (SD), 10 th and 90 th centile of the gADC distribution were derived from the tDV of each patient/volunteer and from spatially distinct nodes. gADC and regional nodal ADC parameters were compared between malignant and normal nodes using t -tests and ROC curve analyses. A P value ≤0.05 was deemed statistically significant. Results: Mean, median, IQR, 10th and 90th centiles of gADC and regional nodal ADC values were significantly lower in diseased compared with normal lymph nodes. Skewness, kurtosis and tDV were significantly higher in lymphoma. The SD, min and max gADC showed no significant difference between the two groups (P0.128). The diagnostic accuracies of gADC parameters by AUC from highest to lowest were: 10th centile, mean, median, 90th centile, skewness, kurtosis and IQR. A 10th centile gADC threshold of 0.68×10 ?3 mm 2 /s identified diseased lymphomatous nodes with 91% sensitivity and 95% specificity. Conclusions: WB-DWI derived gADC histogram parameters can distinguish between malignant lymph nodes of lymphoma patients and normal lymph nodes of healthy individuals.
机译:背景:形态学特征产生低诊断准确性以区分患病和正常淋巴结。本研究的目的是使用来自全身扩散加权MRI(WB-DWI)的全局表观扩散系数(GADC)直方图参数进行比较患病的淋巴细胞和正常淋巴结。方法:首回顾问地审查了23例淋巴瘤患者的1.5次淋巴瘤患者和20次健康志愿者的妇女WB-DWI。淋巴瘤队列中的所有患病的节点和在健康志愿者的B900图像上可见的所有节点都从颈部分段为腹股沟,以产生总扩散量(TDV)。连接的组件标记算法分开了空间不同的节点。平均值,中值,偏斜,峰,最小,最大,狭隘的范围(IQR),标准偏差(SD),第10次偏差(SD),第10和第90章,从每个患者/志愿者的TDV和从空间不同的节点中得出。使用T -Tests和ROC曲线分析比较恶性和正常节点之间的寄存和区域节点ADC参数。 P值≤0.05被认为是统计学意义的。结果:与正常淋巴结相比,患者和区域节点ADC值的平均值,中位数,IQR,第90升,患病患者显着降低。淋巴瘤的偏斜性,峰氏菌和TDV显着高得多。 SD,Min和MAX GADC在两组之间没有显着差异(P> 0.128)。 AUC从最高到最低的AUC参数的诊断精度为:第10厘治,平均值,中位数,第90章,偏见,峰氏和IQR。第10个居中的终止阈值为0.68×10?3mm 2 / s鉴定的患病淋巴瘤节点,灵敏度为91%和95%的特异性。结论:WB-DWI衍生的GADC直方图参数可以区分淋巴瘤患者的恶性淋巴结和健康个体的正常淋巴结。

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