对软骨的定量MRI T1和T2弛豫时间进行聚类分析,可识别出3T条件下健康个体与前交叉韧带损伤个体之间的差异。
Cluster analysis of quantitative MRI T and T relaxation times of cartilage identifies differences between healthy and ACL-injured individuals at 3T.
作者信息
Monu U D, Jordan C D, Samuelson B L, Hargreaves B A, Gold G E, McWalter E J
机构信息
Department of Radiology, Stanford University, Stanford, CA, USA; Department of Electrical Engineering, Stanford University, Stanford, CA, USA.
Department of Radiology and Biomedical Imaging, University of California San Francisco, CA, USA.
出版信息
Osteoarthritis Cartilage. 2017 Apr;25(4):513-520. doi: 10.1016/j.joca.2016.09.015. Epub 2016 Oct 5.
PURPOSE
To identify focal lesions of elevated MRI T and T relaxation times in articular cartilage of an ACL-injured group using a novel cluster analysis technique.
MATERIALS AND METHODS
Eighteen ACL-injured patients underwent 3T MRI T and T relaxometry at baseline, 6 months and 1 year and six healthy volunteers at baseline, 1 day and 1 year. Clusters of contiguous pixels above or below T and T intensity and area thresholds were identified on a projection map of the 3D femoral cartilage surface. The total area of femoral cartilage plate covered by clusters (%CA) was split into areas above (%CA+) and below (%CA-) the thresholds and the differences in %CA(+ or -) over time in the ACL-injured group were determined using the Wilcoxon signed rank test.
RESULTS
%CA+ was greater in the ACL-injured patients than the healthy volunteers at 6 months and 1 year with average %CA+ of 5.2 ± 4.0% (p = 0.0054) and 6.6 ± 3.7% (p = 0.0041) for T and 6.2 ± 7.1% (p = 0.063) and 8.2 ± 6.9% (p = 0.042) for T, respectively. %CA- at 6 months and 1 year was 3.0 ± 1.8% (p > 0.1) and 5.9 ± 5.0% (p > 0.1) for T and 4.4 ± 4.9% (p > 0.1) and 4.5 ± 4.6% (p > 0.1) for T, respectively.
CONCLUSION
With the proposed cluster analysis technique, we have quantified cartilage lesion coverage and demonstrated that the ACL-injured group had greater areas of elevated T and T relaxation times as compared to healthy volunteers.
目的
使用一种新型聚类分析技术,识别前交叉韧带损伤组关节软骨中磁共振成像(MRI)T1和T2弛豫时间升高的局灶性病变。
材料与方法
18例前交叉韧带损伤患者在基线、6个月和1年时接受了3T MRI T1和T2弛豫测量,6名健康志愿者在基线、1天和1年时接受了测量。在三维股骨软骨表面的投影图上,识别出高于或低于T1和T2强度及面积阈值的连续像素簇。将股骨软骨板被簇覆盖的总面积(%CA)分为高于(%CA+)和低于(%CA-)阈值的区域,并使用Wilcoxon符号秩检验确定前交叉韧带损伤组中%CA(+或-)随时间的差异。
结果
前交叉韧带损伤患者在6个月和1年时的%CA+高于健康志愿者,T1的平均%CA+分别为5.2±4.0%(p = 0.0054)和6.6±3.7%(p = 0.0041),T2的平均%CA+分别为6.2±7.1%(p = 0.063)和8.2±6.9%(p = 0.042)。T1在6个月和1年时的%CA-分别为3.0±1.8%(p>0.1)和5.9±5.0%(p>0.1),T2在6个月和1年时的%CA-分别为4.4±4.9%(p>0.1)和4.5±4.6%(p>0.1)。
结论
通过所提出的聚类分析技术,我们对软骨病变覆盖范围进行了量化,并证明与健康志愿者相比,前交叉韧带损伤组T1和T2弛豫时间升高的区域更大。