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3.0T 腰椎间盘病变的定量分析:T2 纹理特征和几何参数的价值。

Quantitative analysis of lumbar intervertebral disc abnormalities at 3.0 Tesla: value of T(2) texture features and geometric parameters.

机构信息

Department of Radiology, Medical University of Vienna, Lazarettgasse 14, 1090, Vienna, Austria.

出版信息

NMR Biomed. 2012 Jun;25(6):866-72. doi: 10.1002/nbm.1803. Epub 2011 Dec 9.

Abstract

T(2) relaxation time mapping provides information about the biochemical status of intervertebral discs. The present study aimed to determine whether texture features extracted from T(2) maps or geometric parameters are sensitive to the presence of abnormalities at the posterior aspect of lumbar intervertebral discs, i.e. bulging and herniation. Thirty-one patients (21 women and 10 men; age range 18-51 years) with low back pain were enrolled. MRI of the lumbar spine at 3.0 Tesla included morphological T(1) - and T(2) -weighted fast spin-echo sequences, and multi-echo spin-echo sequences that were used to construct T(2) maps. On morphological MRI, discs were visually graded into 'normal', 'bulging' or 'herniation'. On T(2) maps, texture analysis (based on the co-occurrence matrix and wavelet transform) and geometry analysis of the discs were performed. The three T(2) texture features and geometric parameters best-suited for distinguishing between normal discs and discs with bulging or herniation were determined using Fisher coefficients. Statistical analysis comprised ANCOVA and post hoc t-tests. Eighty-two discs were classified as 'normal', 49 as 'bulging' and 20 showed 'herniation.' The T(2) texture features Entropy and Difference Variance, and all three pre-selected geometric parameters differed significantly between normal and bulging, normal and herniated, and bulging and herniated discs (p < 0.05). These findings suggest that T(2) texture features and geometric parameters are sensitive to the presence of abnormalities at the posterior aspect of lumbar intervertebral discs, and may thus be useful as quantitative biomarkers that predict disease.

摘要

T2 弛豫时间图提供了有关椎间盘生化状态的信息。本研究旨在确定从 T2 图中提取的纹理特征或几何参数是否对腰椎间盘后部(即膨出和突出)异常的存在敏感。共纳入 31 例腰痛患者(21 名女性和 10 名男性;年龄 18-51 岁)。3.0T 磁共振成像包括形态学 T1-和 T2-加权快速自旋回波序列以及多回波自旋回波序列,用于构建 T2 图。在形态学 MRI 上,将椎间盘目视分级为“正常”、“膨出”或“突出”。在 T2 图上,对椎间盘进行纹理分析(基于共生矩阵和小波变换)和几何分析。使用 Fisher 系数确定最适合区分正常椎间盘和膨出或突出椎间盘的三种 T2 纹理特征和几何参数。统计分析包括协方差分析和事后 t 检验。82 个椎间盘被分类为“正常”,49 个为“膨出”,20 个为“突出”。T2 纹理特征熵和差异方差,以及所有三个预选的几何参数在正常与膨出、正常与突出以及膨出与突出椎间盘之间均有显著差异(p<0.05)。这些发现表明 T2 纹理特征和几何参数对腰椎间盘后部异常的存在敏感,因此可能作为预测疾病的定量生物标志物有用。

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