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Identical but not the same: Intra-site and inter-site reproducibility of fractional anisotropy measures on two 3.0 T scanners

机译:相同但不相同:在两个3.0 T扫描仪上进行分数各向异性测量的站点内和站点间重现性

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摘要

Diffusion Tensor Imaging (DTI) is being increasingly used to assess white matter integrity and it is therefore paramount to address the test–retest reliability of DTI measures. In this study we assessed inter- and intra-site reproducibility of two nominally identical 3 T scanners at different sites in nine healthy controls using a DTI protocol representative of typical current “best practice” including cardiac gating, a multichannel head coil, parallel imaging and optimized diffusion gradient parameters. We calculated coefficients of variation (CV) and intraclass correlation coefficients (ICC) of fractional anisotropy (FA) measures for the whole brain, for three regions of interest (ROI) and for three tracts derived from these ROI by probabilistic tracking. We assessed the impact of affine, nonlinear and template based methods for spatially aligning FA maps on the reproducibility. The intra-site CV for FA ranged from 0.8% to 3.0% with ICC from 0.90 to 0.99, while the inter-site CV ranged from 1.0% to 4.1% with ICC of 0.82 to 0.99. Nonlinear image coregistration improved reproducibility compared to affine coregistration. Normalization to template space reduced the between-subject variation, resulting in lower ICC values and indicating a possibly reduced sensitivity. CV from probabilistic tractography were about 50% higher than for the corresponding seed ROI.Reproducibility maps of the whole scan volume showed a low variation of less than 5% in the major white matter tracts but higher variations of 10–15% in gray matter regions.One of the two scanners showed better intra-site reproducibility, while the intra-site CV for both scanners was significantly better than inter-site CV. However, when using nonlinear coregistration of FA maps, the average inter-site CV was below 2%. There was a consistent inter-site bias, FA values on site 2 were 1.0–1.5% lower than on site 1. Correction for this bias with a global scaling factor reduced the inter-site CV to the range of intra-site CV. Our results are encouraging for multi-centre DTI studies in larger populations, but also illustrate the importance of the image processing pipeline for reproducibility.
机译:扩散张量成像(DTI)被越来越多地用于评估白质完整性,因此,解决DTI措施的重测可靠性至关重要。在这项研究中,我们使用代表典型当前``最佳实践''的DTI协议(包括心脏门控,多通道头线圈,平行成像和成像)评估了九个健康对照在不同位置的两个名义上相同的3T扫描仪的站点间和站点内再现性。优化的扩散梯度参数。我们计算了整个大脑,三个感兴趣区域(ROI)以及通过概率跟踪从这些ROI得出的三个区域的分数各向异性(FA)度量的变异系数(CV)和组内相关系数(ICC)。我们评估了仿射,非线性和基于模板的方法在空间上对齐FA图对重现性的影响。 FA的站点内CV范围为0.8%至3.0%,ICC为0.90至0.99,ICC的站点间CV范围为1.0%至4.1%,ICC为0.82至0.99。与仿射像差相比,非线性像差改善了再现性。对模板空间的标准化减少了受试者之间的差异,从而导致较低的ICC值,并表明可能降低了灵敏度。概率束摄影术的CV比相应种子的ROI高约50%。整个扫描量的重现性图显示,主要白质束的变化较小,不到5%,而灰质区的变化较大,为10-15%两台扫描仪中的一台显示出更好的站点内重现性,而两台扫描仪的站点内CV显着优于站点间CV。但是,当使用FA映射的非线性配准时,平均站点间CV低于2%。站点之间存在一致的偏差,站点2的FA值比站点1降低1.0-1.5%。使用全局缩放因子对此偏差进行校正将站点间的CV减小到站点内CV的范围。我们的结果对于在更大范围内的人群进行多中心DTI研究令人鼓舞,但同时也说明了图像处理管道对于可重复性的重要性。

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