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帕金森病的认知训练诱导白质微观结构的局部而非全局变化。

Cognitive Training in Parkinson's Disease Induces Local, Not Global, Changes in White Matter Microstructure.

机构信息

Amsterdam UMC, Vrije Universiteit Amsterdam, Psychiatry, Amsterdam Neuroscience, De Boelelaan 1117, Amsterdam, Netherlands.

Amsterdam UMC, Vrije Universiteit Amsterdam, Anatomy and Neurosciences, Amsterdam Neuroscience, De Boelelaan 1117, Amsterdam, Netherlands.

出版信息

Neurotherapeutics. 2021 Oct;18(4):2518-2528. doi: 10.1007/s13311-021-01103-9. Epub 2021 Aug 18.

Abstract

Previous studies showed that cognitive training can improve cognitive performance in various neurodegenerative diseases but little is known about the effects of cognitive training on the brain. Here, we investigated the effects of our cognitive training paradigm, COGTIPS, on regional white matter microstructure and structural network topology. We previously showed that COGTIPS has small, positive effects on processing speed. A subsample of 79 PD patients (N = 40 cognitive training group, N = 39 active control group) underwent multi-shell diffusion-weighted imaging pre- and post-intervention. Our pre-registered analysis plan (osf.io/cht6g) entailed investigating white matter microstructural integrity (e.g., fractional anisotropy) in five tracts of interest, including the anterior thalamic radiation (ATR), whole-brain tract-based spatial statistics (TBSS), and the topology of the structural network. Relative to the active control condition, cognitive training had no effect on topology of the structural network or whole-brain TBSS. Cognitive training did lead to a reduction in fractional anisotropy in the ATR (B [SE]: - 0.32 [0.12], P = 0.01). This reduction was associated with faster responses on the Tower of London task (r = 0.42, P = 0.007), but this just fell short of our statistical threshold (P < 0.006). Post hoc "fixel-based" analyses showed that this was not due to changes in fiber density and cross section. This suggests that the observed effect in the ATR is due to training-induced alterations in neighboring fibers running through the same voxels, such as intra-striatal and thalamo-striatal fibers. These results indicate that 8 weeks of cognitive training does not alter network topology, but has subtle local effects on structural connectivity.

摘要

先前的研究表明,认知训练可以改善各种神经退行性疾病患者的认知表现,但对于认知训练对大脑的影响知之甚少。在这里,我们研究了我们的认知训练范式 COGTIPS 对区域白质微观结构和结构网络拓扑的影响。我们之前的研究表明,COGTIPS 对处理速度有微小的积极影响。PD 患者的一个亚样本(N=79,N=40 个认知训练组,N=39 个积极对照组)在干预前后接受了多壳扩散加权成像。我们预先注册的分析计划(osf.io/cht6g)包括研究五个感兴趣区域的白质微观结构完整性(例如,各向异性分数),包括前丘脑辐射(ATR)、全脑基于束的空间统计(TBSS)和结构网络的拓扑。与积极对照组相比,认知训练对结构网络的拓扑或全脑 TBSS 没有影响。认知训练确实导致 ATR 的各向异性分数降低(B [SE]:-0.32 [0.12],P=0.01)。这种降低与塔伦图任务的更快反应相关(r=0.42,P=0.007),但这刚刚低于我们的统计阈值(P<0.006)。事后的“固定点”分析表明,这不是由于纤维密度和横截面积的变化引起的。这表明,ATR 中观察到的效应是由于训练引起的相邻纤维的改变所致,这些纤维穿过相同的体素,例如内囊和丘脑纹状体纤维。这些结果表明,8 周的认知训练不会改变网络拓扑结构,但会对结构连通性产生微妙的局部影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3f24/8804148/d23ac1f68852/13311_2021_1103_Fig1_HTML.jpg

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