Suppr超能文献

基于束路空间统计分析的 5 岁儿童弥散指标中弥散编码方向数的影响。

Effect of number of diffusion-encoding directions in diffusion metrics of 5-year-olds using tract-based spatial statistical analysis.

机构信息

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

Department of Radiology, Turku University Hospital, Turku, Finland.

出版信息

Eur J Neurosci. 2022 Sep;56(6):4843-4868. doi: 10.1111/ejn.15785. Epub 2022 Aug 15.

Abstract

Methodological aspects and effects of different imaging parameters on DTI (diffusion tensor imaging) results and their reproducibility have been recently studied comprehensively in adult populations. Although MR imaging of children's brains has become common, less interest has been focussed on researching whether adult-based optimised parameters and pre-processing protocols can be reliably applied to paediatric populations. Furthermore, DTI scalar values of preschool aged children are rarely reported. We gathered a DTI dataset from 5-year-old children (N = 49) to study the effect of the number of diffusion-encoding directions on the reliability of resultant scalar values with TBSS (tract-based spatial statistics) method. Additionally, the potential effect of within-scan head motion on DTI scalars was evaluated. Reducing the number of diffusion-encoding directions deteriorated both the accuracy and the precision of all DTI scalar values. To obtain reliable scalar values, a minimum of 18 directions for TBSS was required. For TBSS fractional anisotropy values, the intraclass correlation coefficient with two-way random-effects model (ICC[2,1]) for the subsets of 6 to 66 directions ranged between 0.136 [95%CI 0.0767;0.227] and 0.639 [0.542;0.740], whereas the corresponding values for subsets of 18 to 66 directions were 0.868 [0.815;0.913] and 0.995 [0.993;0.997]. Following the exclusion of motion-corrupted volumes, minor residual motion did not associate with the scalar values. A minimum of 18 diffusion directions is recommended to result in reliable DTI scalar results with TBSS. We suggest gathering extra directions in paediatric DTI to enable exclusion of volumes with motion artefacts and simultaneously preserve the overall data quality.

摘要

目前已经有研究对成年人中不同成像参数对 DTI(弥散张量成像)结果的影响及其可重复性的方法学方面进行了全面研究。尽管儿童脑的磁共振成像已变得常见,但对于研究成人优化的参数和预处理方案是否可以可靠地应用于儿科人群,人们的兴趣不大。此外,很少有研究报道学龄前儿童的 DTI 标量值。我们收集了 5 岁儿童的 DTI 数据集(N=49),以使用 TBSS(基于束的空间统计)方法研究扩散编码方向数量对结果标量值可靠性的影响。此外,还评估了扫描内头部运动对 DTI 标量值的潜在影响。减少扩散编码方向的数量会降低所有 DTI 标量值的准确性和精密度。为了获得可靠的标量值,TBSS 需要至少 18 个方向。对于 TBSS 各向异性分数值,对于 6 到 66 个方向子集的双向随机效应模型(ICC[2,1])的组内相关系数在 0.136 [95%CI 0.0767;0.227] 和 0.639 [0.542;0.740] 之间,而对于 18 到 66 个方向子集的相应值分别为 0.868 [0.815;0.913] 和 0.995 [0.993;0.997]。在排除运动伪影的体积后,少量残留运动与标量值无关。建议使用至少 18 个扩散方向,以便通过 TBSS 获得可靠的 DTI 标量结果。我们建议在儿科 DTI 中收集更多的方向,以便能够排除有运动伪影的体积,同时保持整体数据质量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f61/9545012/db841026c4df/EJN-56-4843-g004.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验