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Threshold-based quantification of fatty degeneration in the supraspinatus muscle on MRI as an alternative method to Goutallier classification and single-voxel MR spectroscopy

机译:基于阈值的定量Supraspinatus肌肉脂肪变性MRI作为GOUTALLIER分类和单voxel MR光谱的替代方法

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摘要

Abstract Background Conventional fat quantification methods for rotator cuff muscles have various limitations, such as inconsistent reliabilities of the Goutallier grades and need for advanced techniques in quantitative MRI sequences. We aimed to examine a threshold-based fat quantification method in the supraspinatus muscle on standard T1-weighted MR images and compare the threshold-based method with Goutallier grades and MR spectroscopy. Methods We retrospectively examined 38 symptomatic patients, who underwent T1 and T2-weighted fast spin-echo MR imaging and a single voxel spin-echo MR spectroscopy. The supraspinatus muscle and fossa were manually segmented in T1-weighted sagittal images and clustering-based thresholding was applied to quantify the fat fractions in the segmented areas using custom MATLAB software. Threshold-based fat fractions were compared with the Goutallier grades and MR spectroscopy fat/water ratios. A one-way analysis of variance and Pearson correlation were tested in the MATLAB software. Results Inter-observer reliability of threshold-based fat fractions for the supraspinatus muscle and fossa were 0.977 and 0.990 respectively, whereas the reliability of the Goutallier grading was 0.798. Threshold-based fat fractions in the supraspinatus fossa were significantly different between various Goutallier grades (one-way ANOVA, p < 0.001). Threshold-based fat fractions in the supraspinatus muscle strongly correlated with the MR spectroscopy fat/water ratio (Pearson correlation R-square = 0.83). Conclusions Threshold-based fat quantification on standard T1-weighted MR images was highly reliable and produced comparable results to conventional Goutallier grades and MR spectroscopy fat/water ratios and could serve as an alternative method for accurate fat quantification in rotator cuff muscles.
机译:摘要背景技术旋转箍肌肉的传统脂肪量化方法具有各种局限性,例如Goutallier等级的不一致可靠性,并且需要定量MRI序列中的先进技术。我们的旨在在标准T1加权MR图像上检查Supraspinatus肌肉的阈值脂肪量化方法,并将基于阈值的方法与Goutallier等级和MR光谱进行比较。方法回顾性检查38例症状患者,患有T1和T2加权的快速旋转回波MR成像和单个体素旋转回波MR光谱。在T1加权的矢状图像中手动分割冈上肌肉和窝,并应用基于聚类的阈值处理,以定量MATLAB软件量化分段区域中的脂肪分数。将阈值的脂肪级分与GOUTALLIER等级和MR光谱脂肪/水比进行比较。在MATLAB软件中测试了对方差和Pearson相关的单向分析。结果SUPRASPINATUS肌肉和菱形的阈值基脂肪分数的观察者间可靠性分别为0.977和0.990,而GOUTALLIER分级的可靠性为0.798。在各种GOUTALLIER等级(单向ANOVA,P <0.001)之间的阈值基于阈值脂肪分数显着差异。基于阈值的脂肪级分在冈上肌肌中与MR光谱脂肪/水比强烈相关(Pearson相关R-Square = 0.83)。结论标准T1加权MR图像上基于阈值的脂肪定量是高度可靠的,并产生与常规GOUTALLIER等级和MR光谱脂肪/水比率的相当的结果,并且可以作为旋转箍肌肉精确脂肪量化的替代方法。

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