Stroke-related alterations in inter-areal communication

Michele Allegra, Chiara Favaretto, Nicholas Metcalf, Maurizio Corbetta, Andrea Brovelli

Research output: Contribution to journalArticlepeer-review

14 Scopus citations

Abstract

Beyond causing local ischemia and cell damage at the site of injury, stroke strongly affects long-range anatomical connections, perturbing the functional organization of brain networks. Several studies reported functional connectivity abnormalities parallelling both behavioral deficits and functional recovery across different cognitive domains. FC alterations suggest that long-range communication in the brain is altered after stroke. However, standard FC analyses cannot reveal the directionality and time scale of inter-areal information transfer. We used resting-state fMRI and covariance-based Granger causality analysis to quantify network-level information transfer and its alteration in stroke. Two main large-scale anomalies were observed in stroke patients. First, inter-hemispheric information transfer was significantly decreased with respect to healthy controls. Second, stroke caused inter-hemispheric asymmetries, as information transfer within the affected hemisphere and from the affected to the intact hemisphere was significantly reduced. Both anomalies were more prominent in resting-state networks related to attention and language, and they correlated with impaired performance in several behavioral domains. Overall, our findings support the hypothesis that stroke provokes asymmetries between the affected and spared hemisphere, with different functional consequences depending on which hemisphere is lesioned.

Original languageEnglish
Article number102812
JournalNeuroImage: Clinical
Volume32
DOIs
StatePublished - Jan 2021

Keywords

  • Granger causality
  • Resting state fMRI
  • Stroke

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