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使用多疗程脑刺激和记忆训练调节网络中心度和灰质微观结构。

Modulation of network centrality and gray matter microstructure using multi-session brain stimulation and memory training.

机构信息

Department of Neurology, Universitätsmedizin Greifswald, Greifswald, Germany.

Charité - Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Neurocure Cluster of Excellence, Berlin, Germany.

出版信息

Hum Brain Mapp. 2022 Aug 1;43(11):3416-3426. doi: 10.1002/hbm.25857. Epub 2022 Apr 4.

Abstract

Neural mechanisms of behavioral improvement induced by repeated transcranial direct current stimulation (tDCS) combined with cognitive training are yet unclear. Previously, we reported behavioral effects of a 3-day visuospatial memory training with concurrent anodal tDCS over the right temporoparietal cortex in older adults. To investigate intervention-induced neural alterations we here used functional magnetic resonance imaging (fMRI) and diffusion tensor imaging (DTI) datasets available from 35 participants of this previous study, acquired before and after the intervention. To delineate changes in whole-brain functional network architecture, we employed eigenvector centrality mapping. Gray matter alterations were analyzed using DTI-derived mean diffusivity (MD). Network centrality in the bilateral posterior temporooccipital cortex was reduced after anodal compared to sham stimulation. This focal effect is indicative of decreased functional connectivity of the brain region underneath the anodal electrode and its left-hemispheric homolog with other "relevant" (i.e., highly connected) brain regions, thereby providing evidence for reorganizational processes within the brain's network architecture. Examining local MD changes in these clusters, an interaction between stimulation condition and training success indicated a decrease of MD in the right (stimulated) temporooccipital cluster in individuals who showed superior behavioral training benefits. Using a data-driven whole-brain network approach, we provide evidence for targeted neuromodulatory effects of a combined tDCS-and-training intervention. We show for the first time that gray matter alterations of microstructure (assessed by DTI-derived MD) may be involved in tDCS-enhanced cognitive training. Increased knowledge on how combined interventions modulate neural networks in older adults, will help the development of specific therapeutic interventions against age-associated cognitive decline.

摘要

重复经颅直流电刺激(tDCS)联合认知训练诱导行为改善的神经机制尚不清楚。此前,我们报道了在老年人群中进行为期 3 天的视空间记忆训练,同时对右颞顶叶进行阳极 tDCS,可产生行为效应。为了研究干预诱导的神经变化,我们使用了来自之前研究的 35 名参与者的功能磁共振成像(fMRI)和弥散张量成像(DTI)数据集,这些数据在干预前后都有采集。为了描绘全脑功能网络结构的变化,我们采用特征向量中心性映射。使用 DTI 衍生的平均弥散度(MD)分析灰质变化。与假刺激相比,阳极刺激后双侧后颞枕叶皮层的网络中心性降低。这种局灶性效应表明,在阳极电极下方的脑区及其与其他“相关”(即高度连接)脑区的功能连接性降低,从而为大脑网络结构内的重组过程提供了证据。在这些簇中检查局部 MD 的变化,刺激条件和训练成功之间的相互作用表明,在表现出更好的行为训练益处的个体中,右侧(刺激)颞枕叶簇的 MD 降低。使用基于数据驱动的全脑网络方法,我们提供了联合 tDCS 和训练干预具有靶向神经调节作用的证据。我们首次表明,微观结构的灰质变化(通过 DTI 衍生的 MD 评估)可能与 tDCS 增强认知训练有关。更多关于联合干预如何调节老年人大脑中神经网络的知识,将有助于开发针对与年龄相关的认知能力下降的特定治疗干预措施。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ec9/9248322/43aeb4a1ffbe/HBM-43-3416-g002.jpg

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