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利用纹理分析表征软骨T(2)空间分布的可行性。

The feasibility of characterizing the spatial distribution of cartilage T(2) using texture analysis.

作者信息

Blumenkrantz G, Stahl R, Carballido-Gamio J, Zhao S, Lu Y, Munoz T, Hellio Le Graverand-Gastineau M-P, Jain S K, Link T M, Majumdar S

机构信息

Department of Radiology, University of California San Francisco, San Francisco, CA, USA.

出版信息

Osteoarthritis Cartilage. 2008 May;16(5):584-90. doi: 10.1016/j.joca.2007.10.019. Epub 2008 Mar 11.

Abstract

OBJECTIVE

The purpose of this study was (1) to characterize the spatial distribution of cartilage T(2) in postmenopausal osteoarthritis (OA) patients and age-matched healthy subjects using second order texture measures at baseline, and (2) to analyze changes in the texture of cartilage T(2) after 9 months.

METHODS

3.0T-MRI of the knee was performed in 8 mild OA patients and 10 age-matched controls at baseline and after 9 months. Cartilage T(2), volume, and average thickness were calculated in all patients. Texture analysis, based on the gray level co-occurrence matrix, was performed on the cartilage T(2) maps. Texture parameters, including entropy and angular second moment, were calculated at 0 degrees (corresponding to the anterior-posterior axis) and at 90 degrees (corresponding to the superior-inferior axis), with pixel offsets ranging from 1 to 3 pixels.

RESULTS

Least square means analysis showed that mean T(2) values, their standard deviation (SD), and their entropy were greater (P<0.05) in OA patients than in controls. Over 9 months, the SD and entropy of cartilage T(2) significantly (P<0.05) decreased in OA patients, while no significant changes were evident in cartilage thickness or volume.

CONCLUSION

The mean cartilage T(2) values, their SD, and their entropy were greater in OA patients than in controls, indicating that the T(2) values in osteoarthritic cartilage are not only elevated, but also more heterogeneous than those in healthy cartilage. The longitudinal results demonstrate that changes in texture parameters of cartilage T(2) may precede morphological changes in thickness and volume in the progression of OA.

摘要

目的

本研究的目的是:(1)在基线时使用二阶纹理测量方法,对绝经后骨关节炎(OA)患者和年龄匹配的健康受试者的软骨T(2)空间分布进行特征描述;(2)分析9个月后软骨T(2)纹理的变化。

方法

对8例轻度OA患者和10例年龄匹配的对照者在基线时和9个月后进行膝关节3.0T-MRI检查。计算所有患者的软骨T(2)、体积和平均厚度。基于灰度共生矩阵对软骨T(2)图进行纹理分析。在0度(对应前后轴)和90度(对应上下轴)计算纹理参数,包括熵和角二阶矩,像素偏移范围为1至3像素。

结果

最小二乘均值分析显示,OA患者的平均T(2)值、标准差(SD)和熵均高于对照组(P<0.05)。在9个月的时间里,OA患者软骨T(2)的SD和熵显著降低(P<0.05),而软骨厚度或体积无明显变化。

结论

OA患者的平均软骨T(2)值、SD和熵均高于对照组,表明骨关节炎软骨中的T(2)值不仅升高,而且比健康软骨中的T(2)值更具异质性。纵向研究结果表明,在OA进展过程中,软骨T(2)纹理参数的变化可能先于厚度和体积的形态学变化。

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