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基于 T2 加权像高信号的子宫平滑肌肿瘤的磁共振纹理定量分析。

Quantitative MR texture analysis for the differentiation of uterine smooth muscle tumors with high signal intensity on T2-weighted imaging.

机构信息

Department of Radiology and Radiation Oncology, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan.

Department of Radiology, Niigata Cancer Center Hospital, Niigata, Japan.

出版信息

Medicine (Baltimore). 2023 Aug 4;102(31):e34452. doi: 10.1097/MD.0000000000034452.

Abstract

The purpose of this study was to distinguish leiomyosarcomas/smooth muscle tumors of uncertain malignant potential (STUMP) from leiomyomas with high signal intensity (SI) on T2-weighted imaging (T2WI) using quantitative MR texture analysis combined with patient characteristics and visual assessment. Thirty-one leiomyomas, 2 STUMPs, and 6 leiomyosarcomas showing high SI on T2WI were included. First, we searched for differences in patient characteristics and visual assessment between leiomyomas and leiomyosarcomas/STUMPs. We also compared the MR texture on T2WI and the apparent diffusion coefficient (ADC) to identify differences between leiomyomas and leiomyosarcomas/STUMPs. In the univariate analysis, significant differences between leiomyomas and leiomyosarcomas/STUMPs were observed in age, menopausal status, margin, hemorrhage, long diameter, T2-variance, T2-volume, ADC-variance, ADC-entropy, ADC-uniformity, ADC-90th and 95th percentile values, and ADC-volume (P < .05, respectively). There were significantly more postmenopausal patients with leiomyosarcomas/STUMPs than with leiomyomas, and leiomyosarcomas/STUMPs had more irregular margins, more frequent presence of hemorrhage and exhibited larger tumor diameters, T2-volume, T2-variance, ADC-volume, ADC-variance, ADC-entropy, and higher ADC-90th and 95th percentile values but lower ADC-uniformity. Multivariate analyses revealed that the independent differentiators were menopausal status, hemorrhage and ADC-entropy (P < .05, respectively). The area under the curve obtained by combining the 3 items was 0.980. The best cutoff value for ADC-entropy was 9.625 (sensitivity: 100%, specificity: 58%). The combination of menopausal status, hemorrhage, and ADC-entropy can help accurately distinguish leiomyosarcomas/STUMPs from leiomyomas with high SI on T2WI; however, external validation in a larger population is required because of the small sample size of our study.

摘要

本研究旨在通过定量磁共振纹理分析结合患者特征和视觉评估,区分 T2 加权成像(T2WI)上高信号强度(SI)的平滑肌瘤/平滑肌肿瘤(STUMP)与平滑肌瘤。共纳入 31 例平滑肌瘤、2 例 STUMP 和 6 例 T2WI 上表现为高 SI 的平滑肌肉瘤。首先,我们在患者特征和视觉评估方面寻找平滑肌瘤和平滑肌肉瘤/STUMP 之间的差异。我们还比较了 T2WI 上的 MR 纹理和表观扩散系数(ADC),以确定平滑肌瘤和平滑肌肉瘤/STUMP 之间的差异。在单因素分析中,平滑肌瘤和平滑肌肉瘤/STUMP 之间在年龄、绝经状态、边缘、出血、长径、T2 方差、T2 体积、ADC 方差、ADC 熵、ADC 均匀性、ADC-90th 和 95th 百分位数值和 ADC 体积方面存在显著差异(P <.05,分别)。绝经后患者中平滑肌肉瘤/STUMP 的比例明显高于平滑肌瘤,且平滑肌肉瘤/STUMP 的边缘不规则,更常出现出血,肿瘤直径较大,T2 体积、T2 方差、ADC 体积、ADC 方差、ADC 熵、ADC-90th 和 95th 百分位数值较高,而 ADC 均匀性较低。多因素分析显示,独立的鉴别因素是绝经状态、出血和 ADC 熵(P <.05,分别)。将 3 项结合起来获得的曲线下面积为 0.980。ADC 熵的最佳截断值为 9.625(灵敏度:100%,特异性:58%)。绝经状态、出血和 ADC 熵的结合有助于准确区分 T2WI 上高 SI 的平滑肌瘤/STUMP 与平滑肌瘤;然而,由于研究样本量较小,需要在更大的人群中进行外部验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fd8a/10403032/827c7cef06f4/medi-102-e34452-g001.jpg

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