Department of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, Tianhe Road 600, Guangzhou, Guangdong 510630, China.
Department of Radiology, The Third Affiliated Hospital of Sun Yat-Sen University, Tianhe Road 600, Guangzhou, Guangdong 510630, China.
Sci Rep. 2016 Sep 20;6:33762. doi: 10.1038/srep33762.
This study aimed to identify a PD-specific MRI pattern using combined diffusion tensor imaging (DTI) and arterial spin labeling (ASL) to discriminate patients with early PD from healthy subjects and evaluate disease status. Twenty-one early and 22 mid-late PD patients, and 22 healthy, age/gender-matched controls underwent 3-T MRI with apparent diffusion coefficient (ADC), fractional anisotropy (FA), fiber number (FN) and cerebral blood flow (CBF) measurements. We found that compared with healthy subjects, there was a profound reduction in FN passing through the SN in PD. FA in the SN and CBF in the caudate nucleus were inversely correlated with motor dysfunction. A negative correlation was observed between FA in the hippocampus (Hip) and the NMSS-Mood score, whereas CBF in the Hip and the prefrontal cortex(PFC) correlated with declined cognition. Stratified five-fold cross-validation identified FA in the SN(FA-SNAv), CBF in the PFC(CBF-PFCAv) and FA in the parietal white matter(FA-PWMAv), and the combination of these measurements offered relatively high accuracy (AUC 0.975, 90% sensitivity and 100% specificity) in distinguishing those with early PD from healthy subjects. We demonstrate that the decreased FNs through SN in combination with changes in FA-SNAv, CBF-PFCAv and FA-PWMAv values might serve as potential markers of early-stage PD.
本研究旨在通过联合扩散张量成像(DTI)和动脉自旋标记(ASL)来识别 PD 特异性 MRI 模式,以区分早期 PD 患者和健康受试者,并评估疾病状态。21 名早期和 22 名中晚期 PD 患者以及 22 名年龄和性别匹配的健康对照者接受了 3T MRI 检查,包括表观扩散系数(ADC)、各向异性分数(FA)、纤维数量(FN)和脑血流(CBF)测量。我们发现,与健康受试者相比,PD 患者中穿过 SN 的 FN 显著减少。SN 中的 FA 和尾状核中的 CBF 与运动功能障碍呈负相关。海马(Hip)中的 FA 与 NMSS-Mood 评分呈负相关,而 Hip 和前额叶皮层(PFC)中的 CBF 与认知能力下降相关。分层五折交叉验证确定了 SN 中的 FA(FA-SNAv)、PFC 中的 CBF(CBF-PFCAv)和顶叶白质中的 FA(FA-PWMAv),这些测量值的组合在区分早期 PD 患者和健康受试者方面具有较高的准确性(AUC 0.975,90%敏感性和 100%特异性)。我们证明,穿过 SN 的 FN 减少与 FA-SNAv、CBF-PFCAv 和 FA-PWMAv 值的变化相结合,可能成为早期 PD 的潜在标志物。