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图像修复对多发性硬化症皮质厚度测量的影响:一项大型队列研究。

Effect of in-painting on cortical thickness measurements in multiple sclerosis: A large cohort study.

作者信息

Govindarajan Koushik A, Datta Sushmita, Hasan Khader M, Choi Sangbum, Rahbar Mohammad H, Cofield Stacey S, Cutter Gary R, Lublin Fred D, Wolinsky Jerry S, Narayana Ponnada A

机构信息

Department of Diagnostic and Interventional Imaging, University of Texas Medical School at Houston, Houston, Texas.

Division of Clinical and Translational Sciences, Internal Medicine, University of Texas Medical School at Houston, Houston, Texas.

出版信息

Hum Brain Mapp. 2015 Oct;36(10):3749-3760. doi: 10.1002/hbm.22875. Epub 2015 Jun 19.

Abstract

A comprehensive analysis of the effect of lesion in-painting on the estimation of cortical thickness using magnetic resonance imaging was performed on a large cohort of 918 relapsing-remitting multiple sclerosis patients who participated in a phase III multicenter clinical trial. An automatic lesion in-painting algorithm was developed and implemented. Cortical thickness was measured using the FreeSurfer pipeline with and without in-painting. The effect of in-painting was evaluated using FreeSurfer's paired analysis pipeline. Multivariate regression analysis was also performed with field strength and lesion load as additional factors. Overall, the estimated cortical thickness was different with in-painting than without. The effect of in-painting was observed to be region dependent, more significant in the left hemisphere compared to the right, was more prominent at 1.5 T relative to 3 T, and was greater at higher lesion volumes. Our results show that even for data acquired at 1.5 T in patients with high lesion load, the mean cortical thickness difference with and without in-painting is ∼2%. Based on these results, it appears that in-painting has only a small effect on the estimated regional and global cortical thickness. Hum Brain Mapp 36:3749-3760, 2015. © 2015 Wiley Periodicals, Inc.

摘要

对918例复发缓解型多发性硬化症患者进行了一项全面分析,这些患者参与了一项III期多中心临床试验,该分析旨在研究利用磁共振成像技术进行病损填充对皮质厚度估计的影响。开发并实施了一种自动病损填充算法。使用FreeSurfer流程分别在有病损填充和无病损填充的情况下测量皮质厚度。使用FreeSurfer的配对分析流程评估病损填充的效果。还将场强和病损负荷作为附加因素进行了多变量回归分析。总体而言,有病损填充时与无病损填充时估计的皮质厚度有所不同。观察到病损填充的效果因区域而异,相对于右侧,在左侧半球更显著;相对于3T,在1.5T时更突出;并且在病损体积较大时更明显。我们的结果表明,即使对于病损负荷高的患者在1.5T下采集的数据,有病损填充和无病损填充时的平均皮质厚度差异约为2%。基于这些结果,病损填充对估计的区域和整体皮质厚度似乎只有很小的影响。《人类大脑图谱》36:3749 - 3760, 2015。© 2015威利期刊公司。

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