Sydney Translational Imaging Laboratory, Heart Research Institute, The University of Sydney, Camperdown, New South Wales, Australia.
Sydney Medical School, The University of Sydney, Camperdown, New South Wales, Australia.
Hum Brain Mapp. 2020 Apr 1;41(5):1274-1285. doi: 10.1002/hbm.24874. Epub 2019 Nov 26.
Diffusion MRI (dMRI) is sensitive to anisotropic diffusion within bundles of nerve axons and can be used to make objective measurements of brain networks. Many brain disorders are now recognised as being caused by network dysfunction or are secondarily associated with changes in networks. There is therefore great potential in using dMRI measures that reflect network integrity as a future clinical tool to help manage these conditions. Here, we used dMRI to identify replicable, robust and objective markers that meaningfully reflect cognitive and emotional performance. Using diffusion kurtosis analysis and a battery of cognitive and emotional tests, we demonstrated strong relationships between white matter structure across networks of anatomically and functionally specific brain regions with both emotional bias and emotional memory performance in a large healthy cohort. When the connectivity of these regions was examined using diffusion tractography, the terminations of the identified tracts overlapped precisely with cortical loci relating to these domains, drawn from an independent spatial meta-analysis of available functional neuroimaging literature. The association with emotional bias was then replicated using an independently acquired healthy cohort drawn from the Human Connectome Project. These results demonstrate that, even in healthy individuals, white matter dMRI structural features underpin important cognitive and emotional functions. Our robust cross-correlation and replication supports the potential of structural brain biomarkers from diffusion kurtosis MRI to characterise early neurological changes and risk in individuals with a reduced threshold for cognitive dysfunction, with further testing required to demonstrate clinical utility.
弥散磁共振成像(dMRI)对神经轴突束内的各向异性扩散敏感,可用于对脑网络进行客观测量。许多脑部疾病现在被认为是由网络功能障碍引起的,或者与网络变化有继发关系。因此,使用反映网络完整性的 dMRI 测量值作为未来的临床工具来帮助管理这些疾病具有很大的潜力。在这里,我们使用 dMRI 来识别可复制、稳健和客观的标记,这些标记可以有意义地反映认知和情感表现。通过使用扩散峰度分析和一系列认知和情感测试,我们在一个大型健康队列中证明了网络间的白质结构与情感偏差和情绪记忆表现之间存在强烈的关系。当使用扩散轨迹追踪技术检查这些区域的连通性时,所识别的轨迹的终点与来自可用功能神经影像学文献的独立空间荟萃分析中与这些区域相关的皮质位置完全重叠。然后,使用来自人类连接组计划的独立获得的健康队列复制了与情感偏差的关联。这些结果表明,即使在健康个体中,白质 dMRI 结构特征也为重要的认知和情感功能提供了基础。我们的强相关性和复制支持了从扩散峰度 MRI 获得的结构脑生物标志物来描述认知功能障碍阈值降低个体的早期神经变化和风险的潜力,需要进一步的测试来证明其临床实用性。