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基于表观扩散系数和液体衰减反转恢复的直方图分析鉴别多发性硬化症的强化与非强化病灶。

Histogram analysis of apparent diffusion coefficient and fluid-attenuated inversion recovery in discriminating between enhancing and nonenhancing lesions in multiple sclerosis.

机构信息

Department of Radiology, Baylor College of Medicine, Houston, TX, USA.

Department of Radiology, Baylor College of Medicine, Houston, TX, USA.

出版信息

Clin Imaging. 2020 Jan;59(1):13-20. doi: 10.1016/j.clinimag.2019.08.005. Epub 2019 Sep 12.

Abstract

PURPOSE

This study evaluates the diagnostic performance of apparent diffusion coefficient (ADC) and T2 fluid-attenuation inversion recovery (T2 FLAIR) in discriminating between new white matter (WM) enhancing lesions (ELs) and non-enhancing lesions (NELs) in multiple sclerosis (MS) patients.

METHODS

Thirty MS patients with a new solitary WM lesion on brain MRI were analyzed. A region-of-interest was drawn on all lesions and the contralateral normal-appearing WM (NAWM) on T2 FLAIR and ADC maps. Normalized ratios of T2 FLAIR and ADC were calculated by dividing lesion value by the contralateral NAWM. Histogram analysis was performed on the T2 FLAIR, ADC values, and their normalized ratios. Mann-Whitney U test was used to compare histogram parameters and receiver operating characteristic (ROC) analysis determined the area under the curve (AUC).

RESULTS

T2 FLAIR histogram parameters were not significantly different between ELs and NELs. Several EL ADC histogram parameters, including maximum and mean, were significantly higher than NELs (p = 0.006 to p = 0.031). There was a trend toward significantly higher maximum ADC in ELs after adjusting for multiple comparisons (p = 0.054). The standard deviation of T2 FLAIR (AUC 0.70), maximum ADC (AUC 0.79), and normalized maximum ADC ratio (AUC 0.75) were among histogram parameters with the highest diagnostic performance. A maximum ADC cutoff of 1274 × 10 mm/s provided a 0.86 sensitivity and 0.75 specificity.

CONCLUSION

In patients with contraindications to gadolinium or concerns with gadolinium brain deposition, consideration may be given to ADC and T2 FLAIR as potential noncontrast methods for the evaluation of active MS lesions.

摘要

目的

本研究旨在评估表观扩散系数(ADC)和 T2 液体衰减反转恢复(T2 FLAIR)在鉴别多发性硬化症(MS)患者新的脑白质(WM)强化病变(EL)和非强化病变(NEL)中的诊断性能。

方法

对 30 例脑 MRI 上出现新的单发 WM 病变的 MS 患者进行分析。在 T2 FLAIR 和 ADC 图上对所有病变和对侧正常外观 WM(NAWM)进行感兴趣区(ROI)勾画。通过将病变值除以对侧 NAWM 来计算 T2 FLAIR 和 ADC 的归一化比值。对 T2 FLAIR、ADC 值及其归一化比值进行直方图分析。采用 Mann-Whitney U 检验比较直方图参数,采用受试者工作特征(ROC)分析确定曲线下面积(AUC)。

结果

EL 和 NEL 之间 T2 FLAIR 直方图参数无显著差异。几个 EL ADC 直方图参数,包括最大值和平均值,明显高于 NEL(p=0.006 至 p=0.031)。在调整多重比较后,EL 中最大 ADC 有显著增高的趋势(p=0.054)。T2 FLAIR 标准差(AUC 为 0.70)、最大 ADC(AUC 为 0.79)和归一化最大 ADC 比值(AUC 为 0.75)是具有最高诊断性能的直方图参数之一。最大 ADC 截断值为 1274×10mm/s 时,敏感性为 0.86,特异性为 0.75。

结论

对于有钆对比剂禁忌或担心脑内钆沉积的患者,可考虑 ADC 和 T2 FLAIR 作为评估活动 MS 病变的潜在非对比方法。

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