Altered directional functional connectivity underlies post-stroke cognitive recovery

被引:5
作者
Soleimani, Behrad [1 ,2 ]
Dallasta, Isabella [3 ]
Das, Proloy [4 ]
Kulasingham, Joshua P. [5 ]
Girgenti, Sophia [3 ]
Simon, Jonathan Z. [1 ,2 ,6 ]
Babadi, Behtash [1 ,2 ]
Marsh, Elisabeth B. [3 ]
机构
[1] Univ Maryland, Dept Elect & Comp Engn, College Pk, MD 20742 USA
[2] Univ Maryland, Inst Syst Res, College Pk, MD 20740 USA
[3] Johns Hopkins Sch Med, Dept Neurol, Baltimore, MD 21287 USA
[4] Massachusetts Gen Hosp, Dept Anesthesia Crit Care & Pain Med, Boston, MA 02114 USA
[5] Linkoping Univ, Dept Elect Engn, SE-58183 Linkoping, Sweden
[6] Univ Maryland, Dept Biol, College Pk, MD 20742 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
stroke recovery; functional connectivity; MEG; granger causality; cognition; RESTING-STATE NETWORKS; NEUROLOGICAL-DISORDERS; MINOR STROKE; MOTOR; MEG; IMPAIRMENT; REORGANIZATION; SEPARATION; DEFICITS; CORTEX;
D O I
10.1093/braincomms/fcad149
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Cortical ischaemic strokes result in cognitive deficits depending on the area of the affected brain. However, we have demonstrated that difficulties with attention and processing speed can occur even with small subcortical infarcts. Symptoms appear independent of lesion location, suggesting they arise from generalized disruption of cognitive networks. Longitudinal studies evaluating directional measures of functional connectivity in this population are lacking. We evaluated six patients with minor stroke exhibiting cognitive impairment 6-8 weeks post-infarct and four age-similar controls. Resting-state magnetoencephalography data were collected. Clinical and imaging evaluations of both groups were repeated 6- and 12 months later. Network Localized Granger Causality was used to determine differences in directional connectivity between groups and across visits, which were correlated with clinical performance. Directional connectivity patterns remained stable across visits for controls. After the stroke, inter-hemispheric connectivity between the frontoparietal cortex and the non-frontoparietal cortex significantly increased between visits 1 and 2, corresponding to uniform improvement in reaction times and cognitive scores. Initially, the majority of functional links originated from non-frontal areas contralateral to the lesion, connecting to ipsilesional brain regions. By visit 2, inter-hemispheric connections, directed from the ipsilesional to the contralesional cortex significantly increased. At visit 3, patients demonstrating continued favourable cognitive recovery showed less reliance on these inter-hemispheric connections. These changes were not observed in those without continued improvement. Our findings provide supporting evidence that the neural basis of early post-stroke cognitive dysfunction occurs at the network level, and continued recovery correlates with the evolution of inter-hemispheric connectivity.
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页数:13
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