Department of Neurology, Guangdong Neuroscience Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong Province 510080, China; Guangzhou Key Laboratory of Diagnosis and Treatment for Neurodegenerative Diseases, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, China; Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, China.
Department of Neurology, Guangdong Neuroscience Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong Province 510080, China.
Neuroimage Clin. 2024;44:103679. doi: 10.1016/j.nicl.2024.103679. Epub 2024 Sep 29.
Previous research revealed differences in cerebellar white matter integrity by disease stages, indicating a compensatory role in Parkinson's disease (PD). However, the temporal evolution of cerebellar white matter microstructure in patients with PD (PwPD) remains unclear.
To unravel temporal evolution of cerebellar white matter and its dopaminergic correlates in PD.
We recruited 124 PwPD from the PPMI study. The participants were divided into two subsets: Subset 1 (n = 41) had three MRI scans (baseline, 2 years, and 4 years), and Subset 2 (n = 106) had at least two MRI scans at baseline, 1 year, and/or 2 years. Free water-corrected diffusion metrics were used to measure the microstructural integrity in cerebellar peduncles (CP), the main white matter tracts connecting to and from the cerebellum. The ACAPULCO processing pipeline was used to assess cerebellar lobules volumes. Linear mixed-effect models were used to study longitudinal changes. We also examined the relationships between microstructural integrity in CP, striatal dopamine transporter specific binding ratio (SBR), and clinical symptoms.
Microstructural changes in CP showed a non-linear pattern in PwPD. Free water-corrected fractional anisotropy (FAt) increased in the first two years but declined from 2 to 4 years, while free water-corrected mean diffusivity exhibited the opposite trend. The initial increased FAt in CP correlated with cerebellar regional volume atrophy, striatal dopaminergic SBR decline, and worsening clinical symptoms, but this correlation varied across disease stages.
Our findings suggest a non-linear evolution of microstructural integrity in CP throughout the course of PD, indicating the adaptive structural reorganization of the cerebellum simultaneously with progressive striatal dopaminergic degeneration in PD.
先前的研究表明,小脑白质完整性在疾病阶段存在差异,这表明小脑在帕金森病(PD)中具有代偿作用。然而,PD 患者小脑白质微观结构的时间演变仍不清楚。
揭示 PD 患者小脑白质的时间演变及其与多巴胺能的相关性。
我们从 PPMI 研究中招募了 124 名 PD 患者。参与者被分为两个子集:子集 1(n=41)有 3 次 MRI 扫描(基线、2 年和 4 年),子集 2(n=106)至少有 2 次 MRI 扫描,分别在基线、1 年和/或 2 年进行。采用自由水校正扩散指标测量小脑脚(CP)的微观结构完整性,CP 是连接小脑和小脑外的主要白质束。采用 ACAPULCO 处理流水线评估小脑叶体积。采用线性混合效应模型研究纵向变化。我们还研究了 CP 微观结构完整性与纹状体多巴胺转运体特异性结合比(SBR)和临床症状之间的关系。
PD 患者 CP 的微观结构变化呈非线性模式。CP 的自由水校正各向异性分数(FAt)在前两年增加,但从第 2 年到第 4 年下降,而自由水校正平均扩散率则呈现相反的趋势。CP 中最初增加的 FAt 与小脑区域体积萎缩、纹状体多巴胺能 SBR 下降和临床症状恶化有关,但这种相关性在疾病阶段有所不同。
我们的研究结果表明,CP 微观结构完整性在 PD 病程中呈非线性演变,表明小脑同时具有结构重组的适应性,同时纹状体多巴胺能进行性退化。