Department of Neuroscience, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada; Western Institute for Neuroscience, Western University, London, Ontario, Canada.
Robarts Research Institute, Western University, London, Ontario, Canada; School of Biomedical Engineering, Western University, London, Ontario, Canada.
Neuroimage Clin. 2023;40:103519. doi: 10.1016/j.nicl.2023.103519. Epub 2023 Sep 28.
The loss of dopamine in the striatum underlies motor symptoms of Parkinson's disease (PD). Rapid eye movement sleep behaviour disorder (RBD) is considered prodromal PD and has shown similar neural changes in the striatum. Alterations in brain iron suggest neurodegeneration; however, the literature on striatal iron has been inconsistent in PD and scant in RBD. Toward clarifying pathophysiological changes in PD and RBD, and uncovering possible biomarkers, we imaged 26 early-stage PD patients, 16 RBD patients, and 39 age-matched healthy controls with 3 T MRI. We compared mean susceptibility using quantitative susceptibility mapping (QSM) in the standard striatum (caudate, putamen, and nucleus accumbens) and tractography-parcellated striatum. Diffusion MRI permitted parcellation of the striatum into seven subregions based on the cortical areas of maximal connectivity from the Tziortzi atlas. No significant differences in mean susceptibility were found in the standard striatum anatomy. For the parcellated striatum, the caudal motor subregion, the most affected region in PD, showed lower iron levels compared to healthy controls. Receiver operating characteristic curves using mean susceptibility in the caudal motor striatum showed a good diagnostic accuracy of 0.80 when classifying early-stage PD from healthy controls. This study highlights that tractography-based parcellation of the striatum could enhance sensitivity to changes in iron levels, which have not been consistent in the PD literature. The decreased caudal motor striatum iron was sufficiently sensitive to PD, but not RBD. QSM in the striatum could contribute to development of a multivariate or multimodal biomarker of early-stage PD, but further work in larger datasets is needed to confirm its utility in prodromal groups.
纹状体中多巴胺的丧失是帕金森病 (PD) 运动症状的基础。快速眼动睡眠行为障碍 (RBD) 被认为是 PD 的前驱期,并且在纹状体中显示出类似的神经变化。脑铁的改变表明神经退行性变;然而,PD 中纹状体铁的文献一直不一致,RBD 中的文献很少。为了阐明 PD 和 RBD 的病理生理变化,并发现可能的生物标志物,我们使用 3T MRI 对 26 名早期 PD 患者、16 名 RBD 患者和 39 名年龄匹配的健康对照者进行了成像。我们比较了使用定量磁化率图 (QSM) 在标准纹状体(尾状核、壳核和伏隔核)和轨迹分割纹状体中的平均磁化率。弥散 MRI 允许根据 Tziortzi 图谱中与皮质区域最大连接性的七个亚区对纹状体进行分割。在标准纹状体解剖结构中,未发现平均磁化率的显著差异。对于分割的纹状体,受 PD 影响最大的尾状运动亚区显示出比健康对照组更低的铁水平。使用尾状运动纹状体中的平均磁化率绘制的受试者工作特征曲线在将早期 PD 与健康对照组分类时具有 0.80 的良好诊断准确性。这项研究强调了基于轨迹的纹状体分割可以增强对铁水平变化的敏感性,而 PD 文献中的铁水平变化并不一致。尾状运动纹状体的铁减少对 PD 具有足够的敏感性,但对 RBD 则没有。纹状体的 QSM 可能有助于开发早期 PD 的多变量或多模态生物标志物,但需要在更大的数据集上进一步工作来确认其在前驱期组中的效用。