ArticleNeuroImage. Clinical2023
Aberrant dynamic Functional-Structural connectivity coupling of Large-scale brain networks in poststroke motor dysfunction.
Article in NeuroImage. Clinical, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed.
- Analysis of correlation between structural changes and functional response in post-stroke motor recovery after cM1 LF-rTMS: an exploratory randomized trial.Scientific reports · 2026Trial
- Mapping Whole-Brain Nonlinear Structure-Function Dynamics in Aging via Neural Granger Causality.Brain topography · 2026Article
- Structural-functional connectivity coupling in motor-brain networks following acute ischemic stroke.Journal of neuroengineering and rehabilitation · 2026Article
- Neurobiological mechanisms of electroconvulsive therapy in major depressive disorder: structure-function coupling with gene expression and molecular mechanism.Translational psychiatry · 2026Article
- Application of non-invasive transcranial photobiomodulation in ischemic stroke: Mechanisms and current insights.iScience · 2026Review
- Multimodal brain network disruption and structural-functional decoupling in overt hypothyroidism.Frontiers in endocrinology · 2026Article
- Neuromodulation and rehabilitation of post-stroke cognitive impairment: challenges and prospects.Frontiers in psychiatry · 2026Review
- Disrupted intrinsic functional brain topology in patients with basal ganglia ischemic stroke.Quantitative imaging in medicine and surgery · 2025Article
- Counterfactual explanations of tree based ensemble models for brain disease analysis with structure function coupling.Scientific reports · 2025Article
- Abnormal alterations in structure-function coupling at the modular level in patients with postherpetic neuralgia.Scientific reports · 2025Article
- Structural and functional disconnections in non-acute post-stroke patients.Frontiers in neurology · 2025Article
- Reconfiguration of brain network dynamics in bipolar disorder: a hidden Markov model approach.Translational psychiatry · 2024Article
- Distance-related functional reorganization predicts motor outcome in stroke patients.BMC medicine · 2024Observational
- Editorial: Novel perspectives and improvements in fMRI functional connectivity analysis methods used to investigate brain networks and cognitive mechanisms in humans.Frontiers in neuroscience · 2023Article
- Multimodal neuroimaging protocol to explore the neural mechanisms of Tiao Shen Li Yan acupuncture in post-stroke dysphagia: a randomized sham-controlled clinical trial.Frontiers in neurologyArticle
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
background and purposeStroke may lead to widespread functional and structural reorganization in the brain. Several studies have reported a potential correlation between functional network changes and structural network changes after stroke. However, it is unclear how functional-structural relationships change dynamically over the course of one resting-state fMRI scan in patients following a stroke; furthermore, we know little about their relationships with the severity of motor dysfunction. Therefore, this study aimed to investigate dynamic functional and structural connectivity (FC-SC) coupling and its relationship with motor function in subcortical stroke from the perspective of network dynamics.
methodsResting-state functional magnetic resonance imaging and diffusion tensor imaging were obtained from 39 S patients (19 severe and 20 moderate) and 22 healthy controls (HCs). Brain structural networks were constructed by tracking fiber tracts in diffusion tensor imaging, and structural network topology metrics were calculated using a graph-theoretic approach. Independent component analysis, the sliding window method, and k-means clustering were used to calculate dynamic functional connectivity and to estimate different dynamic connectivity states. The temporal patterns and intergroup differences of FC-SC coupling were analyzed within each state. We also calculated dynamic FC-SC coupling and its relationship with functional network efficiency. In addition, the correlation between FC-SC coupling and the Fugl-Meyer assessment scale was analyzed.
resultsFor SC, stroke patients showed lower global efficiency than HCs (all P < 0.05), and severely affected patients had a higher characteristic path length (P = 0.003). For FC and FC-SC coupling, stroke patients predominantly showed lower local efficiency and reduced FC-SC coupling than HCs in state 2 (all P < 0.05). Furthermore, severely affected patients also showed lower local efficiency (P = 0.031) and reduced FC-SC coupling (P = 0.043) in state 3, which was markedly linked to the severity of motor dysfunction after stroke. In addition, FC-SC coupling was correlated with functional network efficiency in state 2 in moderately affected patients (r = 0.631, P = 0.004) but not significantly in severely affected patients.
conclusionsStroke patients show abnormal dynamic FC-SC coupling characteristics, especially in individuals with severe injuries. These findings may contribute to a better understanding of the anatomical functional interactions underlying motor deficits in stroke patients and provide useful information for personalized rehabilitation strategies.
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