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Prognostic value of changes in resting-state functional connectivity patterns in cognitive recovery after stroke: A 3T fMRI pilot study

机译:3T fMRI初步研究中静息状态功能连接方式改变对中风后认知恢复的预后价值

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摘要

Resting-state studies conducted with stroke patients are scarce. First objective was to explore whether patients with good cognitive recovery showed differences in resting-state functional patterns of brain activity when compared to patients with poor cognitive recovery. Second objective was to determine whether such patterns were correlated with cognitive performance. Third objective was to assess the existence of prognostic factors for cognitive recovery. Eighteen right-handed stroke patients and eighteen healthy controls were included in the study. Stroke patients were divided into two groups according to their cognitive improvement observed at three months after stroke. Probabilistic independent component analysis was used to identify resting-state brain activity patterns. The analysis identified six networks: frontal, fronto-temporal, default mode network, secondary visual, parietal, and basal ganglia. Stroke patients showed significant decrease in brain activity in parietal and basal ganglia networks and a widespread increase in brain activity in the remaining ones when compared with healthy controls. When analyzed separately, patients with poor cognitive recovery (n = 10) showed the same pattern as the whole stroke patient group, while patients with good cognitive recovery (n = 8) showed increased activity only in the default mode network and fronto-temporal network, and decreased activity in the basal ganglia. We observe negative correlations between basal ganglia network activity and performance in Semantic Fluency test and Part A of the Trail Making Test for patients with poor cognitive recovery. A reverse pattern was observed between frontal network activity and the abovementioned tests for the same group. Hum Brain Mapp 35:3819–3831, 2014.
机译:对中风患者进行的静息状态研究很少。第一个目标是探讨认知恢复良好的患者与认知恢复较差的患者相比,其静息状态下大脑活动的功能模式是否存在差异。第二个目标是确定这种模式是否与认知能力相关。第三个目标是评估认知恢复的预后因素的存在。这项研究包括18位右手卒中患者和18位健康对照。根据中风后三个月观察到的认知改善,将中风患者分为两组。概率独立成分分析用于确定静息状态的大脑活动模式。分析确定了六个网络:额叶,额颞叶,默认模式网络,继发性视觉,顶叶和基底神经节。与健康对照组相比,中风患者的顶叶和基底神经节网络大脑活动明显减少,其余患者的大脑活动普遍增加。单独进行分析时,认知恢复较差(n = 10)的患者与整个卒中患者组的模式相同,而认知恢复良好(n = 8)的患者仅在默认模式网络和额颞网络中显示活动增加,并降低基底神经节的活动。对于认知恢复较差的患者,我们在语义流畅度测试和Trail制作测试的A部分中观察到了基底神经节网络活动与表现之间的负相关。在同一组的额叶网络活动和上述测试之间观察到相反的模式。嗡嗡声大脑地图35:3819–3831,2014年。

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