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5 岁儿童弥散张量成像各向异性参数的重测信度。

Test-retest reliability of diffusion tensor imaging scalars in 5-year-olds.

机构信息

FinnBrain Birth Cohort Study, Turku Brain and Mind Centre, Department of Clinical Medicine, University of Turku, Turku, Finland.

Department of Psychiatry, Turku University Hospital and University of Turku, Turku, Finland.

出版信息

Hum Brain Mapp. 2022 Nov;43(16):4984-4994. doi: 10.1002/hbm.26064. Epub 2022 Sep 13.

Abstract

Diffusion tensor imaging (DTI) has provided great insights into the microstructural features of the developing brain. However, DTI images are prone to several artifacts and the reliability of DTI scalars is of paramount importance for interpreting and generalizing the findings of DTI studies, especially in the younger population. In this study, we investigated the intrascan test-retest repeatability of four DTI scalars: fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) in 5-year-old children (N = 67) with two different data preprocessing approaches: a volume censoring pipeline and an outlier replacement pipeline. We applied a region of interest (ROI) and a voxelwise analysis after careful quality control, tensor fitting and tract-based spatial statistics. The data had three subsets and each subset included 31, 32, or 33 directions thus a total of 96 unique uniformly distributed diffusion encoding directions per subject. The repeatability of DTI scalars was evaluated with intraclass correlation coefficient (ICC(3,1)) and the variability between test and retest subsets. The results of both pipelines yielded good to excellent (ICC(3,1) > 0.75) reliability for most of the ROIs and an overall low variability (<10%). In the voxelwise analysis, FA and RD had higher ICC(3,1) values compared to AD and MD and the variability remained low (<12%) across all scalars. Our results suggest high intrascan repeatability in pediatric DTI and lend confidence to the use of the data in future cross-sectional and longitudinal studies.

摘要

弥散张量成像(DTI)为研究大脑发育的微观结构特征提供了重要的见解。然而,DTI 图像容易受到多种伪影的影响,因此 DTI 标量的可靠性对于解释和推广 DTI 研究的结果至关重要,尤其是在年龄较小的人群中。在这项研究中,我们使用两种不同的数据预处理方法(体积剔除管道和异常值替换管道),对 5 岁儿童(N=67)的四个 DTI 标量(各向异性分数(FA)、平均弥散度(MD)、轴向弥散度(AD)和径向弥散度(RD))的单次扫描内测试-重测重复性进行了研究。在仔细的质量控制、张量拟合和基于束的空间统计学分析后,我们应用了感兴趣区(ROI)和体素分析。数据分为三个子集,每个子集包含 31、32 或 33 个方向,因此每个被试总共包含 96 个均匀分布的弥散编码方向。通过组内相关系数(ICC(3,1))和测试和重测子集之间的变异性评估 DTI 标量的重复性。两种方法的结果都显示,大多数 ROI 的可靠性良好(ICC(3,1) > 0.75),并且变异性较低(<10%)。在体素分析中,FA 和 RD 的 ICC(3,1)值高于 AD 和 MD,并且所有标量的变异性都较低(<12%)。我们的研究结果表明,儿科 DTI 的单次扫描内重复性高,为未来的横断面和纵向研究提供了信心。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ce74/9582361/152e08322d15/HBM-43-4984-g006.jpg

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