Altered directional functional connectivity underlies post-stroke cognitive recovery

Author:

Soleimani Behrad12,Dallasta Isabella3,Das Proloy4,Kulasingham Joshua P5,Girgenti Sophia3,Simon Jonathan Z126,Babadi Behtash12,Marsh Elisabeth B3ORCID

Affiliation:

1. Department of Electrical and Computer Engineering, University of Maryland, College Park , MD 20742 , USA

2. Institute for Systems Research, University of Maryland, College Park , MD 20740 , USA

3. Department of Neurology, the Johns Hopkins School of Medicine , Baltimore, MD 21287 , USA

4. Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital , Boston, MA 02114 , USA

5. Department of Electrical Engineering, Linköping University , SE-581 83 Linköping , Sweden

6. Department of Biology, University of Maryland, College Park , MD 20742 , USA

Abstract

AbstractCortical 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.

Funder

American Heart Association

National Institutes of Health

National Science Foundation

Publisher

Oxford University Press (OUP)

Subject

Neurology,Cellular and Molecular Neuroscience,Biological Psychiatry,Psychiatry and Mental health

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