Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Cardiff, CF24 4HQ, United Kingdom.
Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Cardiff, CF24 4HQ, United Kingdom.
Neuroimage. 2021 Jan 15;225:117406. doi: 10.1016/j.neuroimage.2020.117406. Epub 2020 Oct 10.
We provide a rich multi-contrast microstructural MRI dataset acquired on an ultra-strong gradient 3T Connectom MRI scanner comprising 5 repeated sets of MRI microstructural contrasts in 6 healthy human participants. The availability of data sets that support comprehensive simultaneous assessment of test-retest reliability of multiple microstructural contrasts (i.e., those derived from advanced diffusion, multi-component relaxometry and quantitative magnetisation transfer MRI) in the same population is extremely limited. This unique dataset is offered to the imaging community as a test-bed resource for conducting specialised analyses that may assist and inform their current and future research. The Microstructural Image Compilation with Repeated Acquisitions (MICRA) dataset includes raw data and computed microstructure maps derived from multi-shell and multi-direction encoded diffusion, multi-component relaxometry and quantitative magnetisation transfer acquisition protocols. Our data demonstrate high reproducibility of several microstructural MRI measures across scan sessions as shown by intra-class correlation coefficients and coefficients of variation. To illustrate a potential use of the MICRA dataset, we computed sample sizes required to provide sufficient statistical power a priori across different white matter pathways and microstructure measures for different statistical comparisons. We also demonstrate whole brain white matter voxel-wise repeatability in several microstructural maps. The MICRA dataset will be of benefit to researchers wishing to conduct similar reliability tests, power estimations or to evaluate the robustness of their own analysis pipelines.
我们提供了一个丰富的多对比度微观结构 MRI 数据集,该数据集是在一台超强梯度 3T Connectom MRI 扫描仪上采集的,包含 6 名健康人类参与者的 5 组重复的 MRI 微观结构对比。支持对多个微观结构对比(即源自高级扩散、多分量弛豫率和定量磁化传递 MRI 的对比)的测试-重测可靠性进行全面同时评估的数据集极为有限。这个独特的数据集作为一个测试平台资源提供给成像社区,用于进行专门的分析,这些分析可能有助于并为他们当前和未来的研究提供信息。微观结构图像重复采集编译(MICRA)数据集包括来自多壳层和多方向编码扩散、多分量弛豫率和定量磁化传递采集方案的原始数据和计算出的微观结构图。我们的数据表明,多项微观结构 MRI 测量在扫描会话之间具有很高的可重复性,这表现在组内相关系数和变异系数上。为了说明 MICRA 数据集的潜在用途,我们计算了不同白质通路和不同统计比较的微观结构测量值的先验统计功效所需的样本量。我们还在几个微观结构图谱中展示了整个大脑白质体素的可重复性。MICRA 数据集将有益于希望进行类似可靠性测试、功效估计或评估其自身分析管道稳健性的研究人员。