ArticleFrontiers in neurology2020
Abnormal Anatomical Rich-Club Organization and Structural-Functional Coupling in Mild Cognitive Impairment and Alzheimer's Disease.
Article in Frontiers in neurology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers.
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47 citing papers in PubMed.
- Decreased amyloid-related structure-function coupling in preclinical Alzheimer's disease.Communications medicine · 2026Article
- Brain imaging reveals hierarchical topology changes and stage-dependent impairments in autoimmune encephalitis.Journal of neurology · 2026Article
- Artificial Intelligence in Biomedicine: A Systematic Review from Nanomedicine to Neurology and Hepatology.Pharmaceutics · 2025Review
- White matter structure-function coupling alteration is associated with plasma biomarkers and cognition in Alzheimer's disease.European radiology · 2025Article
- Aberrant brain structural-functional coupling and structural/functional network topology explain developmental delays in pediatric Prader-Willi syndrome.European child & adolescent psychiatry · 2025Article
- Classification of Major Depressive Disorder Using Graph Attention Mechanism with Multi-Site rs-fMRI Data.Neuroinformatics · 2025Article
- Dynamic and Static Structure-Function Coupling With Machine Learning for the Early Detection of Alzheimer's Disease.Human brain mapping · 2025Article
- Counterfactual explanations of tree based ensemble models for brain disease analysis with structure function coupling.Scientific reports · 2025Article
- Structure-function coupling using fixel-based analysis and functional magnetic resonance imaging in Alzheimer's disease and mild cognitive impairment.Network neuroscience (Cambridge, Mass.) · 2025Article
- Partial correlation as a tool for mapping functional-structural correspondence in human brain connectivity.Network neuroscience (Cambridge, Mass.) · 2025Article
- AI-driven precision diagnosis and treatment in Parkinson's disease: a comprehensive review and experimental analysis.Frontiers in aging neuroscience · 2025Article
- Altered neurovascular coupling and structure-function coupling in Moyamoya disease affect postoperative collateral formation.Scientific reports · 2024Article
- Comparing structure-function relationships in brain networks using EEG and fNIRS.Scientific reports · 2024Article
- Structure-function coupling in macroscale human brain networks.Nature reviews. Neuroscience · 2024Review
- Voxel-Wise Fusion of 3T and 7T Diffusion MRI Data to Extract more Accurate Fiber Orientations.Brain topography · 2024Article
- Continuous Dictionary of Nodes Model and Bilinear-Diffusion Representation Learning for Brain Disease Analysis.Brain sciences · 2024Article
- The structural-functional-connectivity coupling of the aging brain.GeroScience · 2024Article
- The significance of structural rich club hubs for the processing of hierarchical stimuli.Human brain mapping · 2024Article
- Low-frequency rTMS induces modifications in cortical structural connectivity - functional connectivity coupling in schizophrenia patients with auditory verbal hallucinations.Human brain mapping · 2024Article
- NBS-SNI, an extension of the network-based statistic: Abnormal functional connections between important structural actors.Network neuroscience (Cambridge, Mass.) · 2024Article
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10 authors.
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Abstract
Emerging research indicates interruptions in the wiring organization of the brain network in Mild cognitive impairment (MCI) and Alzheimer's disease (AD). Due to the important role of rich-club organization in distinguishing abnormalities of AD patients and the close relationship between structural connectivity (SC) and functional connectivity (FC), our study examined whether changes in SC-FC coupling and the relationship with abnormal rich-club organizations during the development of diseases may contribute to the pathophysiology of AD. Structural diffusion-tensor imaging (DTI) and resting-state functional magnetic resonance imaging (fMRI) were performed in 38 normal controls (NCs), 40 MCI patients and 19 AD patients. Measures of the rich-club structure and its role in global structural-functional coupling were administered. Our study found decreased levels of feeder and local connectivity in MCI and AD patients, which were the main contributing factors to the lower efficiency of the brain structural network. Another important finding was that we have more accurately characterized the changing pattern of functional brain dynamics. The enhanced coupling between SC and FC in MCI and AD patients might be due to disruptions in optimal structural organization. More interestingly, we also found increases in the SC-FC coupling for feeder and local connections in MCI and AD patients. SC-FC coupling also showed significant differences between MCI and AD patients, mainly between the abnormal feeder connections. The connection density and coupling strength were significantly correlated with clinical metrics in patients. The present findings enhanced our understanding of the neurophysiologic mechanisms associated with MCI and AD.
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