O'Sullivan Michael J, Oestreich Lena K L, Wright Paul, Clarkson Andrew N
UQ Centre for Clinical Research and Institute of Molecular Bioscience, The University of Queensland, Brisbane, Australia.
Department of Neurology, Royal Brisbane and Women's Hospital, Brisbane, Australia.
Brain. 2022 Jun 3;145(5):1698-1710. doi: 10.1093/brain/awac070.
Spontaneous recovery of motor and cognitive function occurs in many individuals after stroke. The mechanisms are incompletely understood, but may involve neurotransmitter systems that support neural plasticity, networks that are involved in learning and regions of the brain that are able to flexibly adapt to demand (such as the 'multiple-demand system'). Forty-two patients with first symptomatic ischaemic stroke were enrolled in a longitudinal cohort study of cognitive function after stroke. High-resolution volumetric, diffusion MRI and neuropsychological assessment were performed at a mean of 70 ± 18 days after stroke. Cognitive assessment was repeated 1 year after stroke, using parallel test versions to avoid learning effects, and change scores were computed for long-term episodic, short-term and working memory. Structural MRI features that predicted change in cognitive scores were identified by a two-stage analysis: a discovery phase used whole-brain approaches in a hypothesis-free unbiased way; and an independent focused phase, where measurements were derived from regions identified in the discovery phase, using targeted volumetric measurements or tractography. Evaluation of the cholinergic basal forebrain, based on a validated atlas-based approach, was included given prior evidence of a role in neural plasticity. The status of the fornix, cholinergic basal forebrain and a set of hippocampal subfields were found to predict improvement in long-term memory performance. In contrast to prior expectation, the same pattern was found for short-term and working memory, suggesting that these regions are part of a common infrastructure that supports recovery across cognitive domains. Associations between cholinergic basal forebrain volume and cognitive recovery were found primarily in subregions associated with the nucleus basalis of Meynert, suggesting that it is the cholinergic outflow to the neocortex that enables recovery. Support vector regression models derived from baseline measurements of fornix, cholinergic basal forebrain and hippocampal subfields were able to explain 62% of change in long-term episodic and 41% of change in working memory performance over the subsequent 9 months. The results suggest that the cholinergic system and extended hippocampal network play key roles in cognitive recovery after stroke. Evaluation of these systems early after stroke may inform personalized therapeutic strategies to enhance recovery.
许多中风患者的运动和认知功能会自发恢复。其机制尚未完全明确,但可能涉及支持神经可塑性的神经递质系统、参与学习的神经网络以及能够灵活适应需求的脑区(如“多重需求系统”)。42例首次发生症状性缺血性中风的患者参与了一项中风后认知功能的纵向队列研究。在中风后平均70±18天进行了高分辨率容积、扩散磁共振成像及神经心理学评估。中风1年后重复进行认知评估,使用平行测试版本以避免学习效应,并计算长期情景记忆、短期记忆和工作记忆的变化分数。通过两阶段分析确定预测认知分数变化的结构磁共振成像特征:发现阶段以无假设、无偏倚的方式采用全脑方法;独立聚焦阶段,测量值来自发现阶段确定的区域,采用靶向容积测量或纤维束成像。鉴于先前有证据表明胆碱能基底前脑在神经可塑性中起作用,基于经过验证的基于图谱的方法对其进行了评估。发现穹窿、胆碱能基底前脑和一组海马亚区的状态可预测长期记忆表现的改善。与先前预期相反,短期记忆和工作记忆也发现了相同模式,表明这些区域是支持跨认知领域恢复的共同基础结构的一部分。胆碱能基底前脑体积与认知恢复之间的关联主要在与迈内特基底核相关的亚区域中发现,这表明是向新皮质的胆碱能流出实现了恢复。从穹窿、胆碱能基底前脑和海马亚区的基线测量得出的支持向量回归模型能够解释随后9个月内长期情景记忆变化的62%和工作记忆表现变化的41%。结果表明,胆碱能系统和扩展的海马网络在中风后认知恢复中起关键作用。中风后早期对这些系统进行评估可能为增强恢复的个性化治疗策略提供依据。