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Increased segregation of structural brain networks underpins enhanced broad cognitive abilities of cognitive training

机译:增加结构脑网络的分离是增强了认知培训的广泛认知能力

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摘要

A major challenge in the cognitive training field is inducing broad, far‐transfer training effects. Thus far, little is known about the neural mechanisms underlying broad training effects. Here, we tested a set of competitive hypotheses regarding the role of brain integration versus segregation underlying the broad training effect. We retrospectively analyzed data from a randomized controlled trial comparing neurocognitive effects of vision‐based speed of processing training (VSOP) and an active control consisting of mental leisure activities (MLA) in older adults with MCI. We classified a subset of participants in the VSOP as learners, who showed improvement in executive function and episodic memory. The other participants in the VSOP (i.e., VSOP non‐learners) and a subset of participants in the MLA (i.e., MLA non‐learners) served as controls. Structural brain networks were constructed from diffusion tensor imaging. Clustering coefficients (CCs) and characteristic path lengths were computed as measures of segregation and integration, respectively. Learners showed significantly greater global CCs after intervention than controls. Nodal CCs were selectively enhanced in cingulate cortex, parietal regions, striatum, and thalamus. Among VSOP learners, those with more severe baseline neurodegeneration had greater improvement in segregation after training. Our findings suggest broad training effects are related to enhanced segregation in selective brain networks, providing insight into cognitive training related neuroplasticity.
机译:认知训练领域的一项重大挑战是诱导广泛,远传递的培训效果。到目前为止,关于潜在的广泛训练效果的神经机制很少。在这里,我们测试了一系列竞争性假设,了解脑整合与分离的脑部依据的作用。我们回顾性地分析了从随机对照试验的数据,比较了对加工训练(VSOP)的视觉速度的神经认知效果以及由MCI的老年人的心理休闲活动(MLA)组成的积极控制。我们将VSOP的参与者作为学习者分类为学习者,他们在执行职能和情节记忆中显示出改善。 VSOP(即,VSOP非学习者)中的其他参与者以及MLA(即,MLA非学习者)的参与者的子集作为控制。结构脑网络由扩散张量成像构成。聚类系数(CCS)和特征路径长度分别被计算为分离和集成度。学习者在干预后显着更大的全球CCS,而不是控制。节点CCS在Cingulate Cortex,Paretal地区,纹状体和丘脑中选择性地增强。在VSOP学习者中,那些具有更严重的基线神经变性的人在训练后的隔离方面具有更大的改善。我们的研究结果表明广泛的培训效果与选择性脑网络中增强的隔离有关,介绍了对相关神经塑性的认知培训的洞察力。

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