Tan Sijia, Zhou Cheng, Wen Jiaqi, Duanmu Xiaojie, Guo Tao, Wu Haoting, Wu Jingjing, Cao Zhengye, Liu Xiaocao, Chen Jingwen, Wu Chenqing, Qin Jianmei, Xu Jingjing, Gu Luyan, Yan Yaping, Zhang Baorong, Zhang Minming, Guan Xiaojun, Xu Xiaojun
Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Department of Neurology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Neurobiol Dis. 2023 May;180:106084. doi: 10.1016/j.nbd.2023.106084. Epub 2023 Mar 16.
Rapid eye movement (REM) sleep behavior disorder (RBD) could develop preceding or come after motor symptoms during Parkinson's disease (PD). It remains unknown that whether PD with different timing of RBD onset relative to motor symptoms suggests different spatiotemporal sequence of neurodegeneration. This study aimed to explore the sequence of disease progression in crucially involved brain regions in PD with different timing of RBD onset.
We recruited 157 PD, 16 isolated RBD (iRBD), and 78 healthy controls. PD patients were identified as (1) PD with RBD preceding motor symptoms (PD-preRBD, n = 50), (2) PD with RBD posterior to motor symptoms (PD-postRBD, n = 31), (3) PD without RBD (PD-nonRBD, n = 75). The volumes of crucial brain regions, including the basal ganglia and limbic structures in T1-weighted imaging, and the contrast-noise-ratios of locus coeruleus (LC) and substantia nigra (SN) in neuromelanin-sensitive magnetic resonance imaging, were extracted. To simulate the sequence of disease progression for cross-sectional data, an event-based model was introduced to estimate the maximum likelihood sequence of regions' involvement for each group. Then, a statistical parameter, the Bhattacharya coefficient (BC), was used to evaluate the similarity of the sequence.
The model predicted that SN occupied the highest likelihood in the maximum likelihood sequence of disease progression in the all PD subgroups, while LC was specifically positioned earlier to SN in iRBD, a prodromal phase of PD. Subsequent early involvement of LC was observed in the both PD-preRBD and PD-postRBD. In contrast, atrophy in the para-hippocampal gyrus but relatively intact LC in the early stage was demonstrated in PD-nonRBD. Then, the similarity comparisons indicated higher BC between PD-postRBD and PD-preRBD (BC = 0.76) but lower BC between PD-postRBD and PD-nonRBD group (BC = 0.41). iRBD had higher BC against PD-preRBD (BC = 0.66) and PD-postRBD (BC = 0.63) but lower BC against PD- nonRBD (BC = 0.48).
The spatiotemporal sequence of neurodegeneration between PD-pre and PD-post were similar but distinct from PD-nonRBD. The presence of RBD may be the essential factor for differentiating the degeneration patterns of PD, but the timing of RBD onset has currently proved to be not.
快速眼动(REM)睡眠行为障碍(RBD)可在帕金森病(PD)运动症状出现之前或之后发生。相对于运动症状,RBD发病时间不同的PD患者是否提示神经退行性变的时空序列不同,目前尚不清楚。本研究旨在探讨RBD发病时间不同的PD患者关键脑区疾病进展的序列。
我们招募了157例PD患者、16例孤立性RBD(iRBD)患者和78名健康对照者。PD患者被分为:(1)运动症状前出现RBD的PD患者(PD-preRBD,n = 50);(2)运动症状后出现RBD的PD患者(PD-postRBD,n = 31);(3)无RBD的PD患者(PD-nonRBD,n = 75)。提取关键脑区的体积,包括T1加权成像中的基底神经节和边缘结构,以及神经黑色素敏感磁共振成像中蓝斑(LC)和黑质(SN)的对比噪声比。为了模拟横断面数据的疾病进展序列,引入了基于事件的模型来估计每组区域受累的最大似然序列。然后,使用一个统计参数,即巴塔查里亚系数(BC),来评估序列的相似性。
该模型预测,在所有PD亚组疾病进展的最大似然序列中,SN的可能性最高,而在PD的前驱期iRBD中,LC比SN更早受累。随后在PD-preRBD和PD-postRBD中均观察到LC早期受累。相比之下,PD-nonRBD在早期表现为海马旁回萎缩,但LC相对完整。然后,相似性比较表明,PD-postRBD和PD-preRBD之间的BC较高(BC = 0.76),而PD-postRBD和PD-nonRBD组之间的BC较低(BC = 0.41)。iRBD与PD-preRBD(BC = 0.66)和PD-postRBD(BC = 0.63)相比,BC较高,但与PD-nonRBD相比,BC较低(BC = 0.48)。
PD-pre和PD-post之间神经退行性变的时空序列相似,但与PD-nonRBD不同。RBD的存在可能是区分PD退变模式的关键因素,但目前已证明RBD的发病时间并非如此。