ArticleFrontiers in aging neuroscience2016
Disrupted Nodal and Hub Organization Account for Brain Network Abnormalities in Parkinson's Disease.
Article in Frontiers in aging neuroscience, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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Who cites it
30 citing papers in PubMed.
- Differences in brain function in cognitive impairment after stroke in different hemispheres of the brain: a functional near-infrared spectroscopy study.BMC neurology · 2026Article
- Parkinsonism Disrupts Neuronal Modulation in the Presupplementary Motor Area during Movement Preparation.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- Functional Brain Network Disruptions in Parkinson's Disease: Insights from Information Theory and Machine Learning.Diagnostics (Basel, Switzerland) · 2024Article
- Brain network and energy imbalance in Parkinson's disease: linking ATP reduction andFrontiers in molecular neuroscience · 2024Review
- Abnormal intrinsic brain functional network dynamics in patients with cervical spondylotic myelopathy.Cognitive neurodynamics · 2023Article
- Parkinson's disease progression: Increasing expression of an invariant common core subnetwork.NeuroImage. Clinical · 2023Article
- Parkinson's disease speech production network as determined by graph-theoretical network analysis.Network neuroscience (Cambridge, Mass.) · 2023Article
- Directed Brain Connectivity Identifies Widespread Functional Network Abnormalities in Parkinson's Disease.Cerebral cortex (New York, N.Y. : 1991) · 2022Article
- Connectivity impairment of cerebellar and sensorimotor connector hubs in Parkinson's disease.Brain communications · 2022Article
- Suboptimal states and frontoparietal network-centered incomplete compensation revealed by dynamic functional network connectivity in patients with post-stroke cognitive impairment.Frontiers in aging neuroscience · 2022Article
- Altered Intra- and Inter-Network Connectivity in Drug-Naïve Patients With Early Parkinson's Disease.Frontiers in aging neuroscience · 2022Article
- Topological Abnormalities of Pallido-Thalamo-Cortical Circuit in Functional Brain Network of Patients With Nonchemotherapy With Non-small Cell Lung Cancer.Frontiers in neurology · 2022Article
- Frontoparietal network resilience is associated with protection against cognitive decline in Parkinson's disease.Communications biology · 2021Article
- Structural network topology and microstructural alterations of the anterior insula associate with cognitive and affective impairment in Parkinson's disease.Scientific reports · 2021Article
- Altered Brain Functional Network in Subtypes of Parkinson's Disease: A Dynamic Perspective.Frontiers in aging neuroscience · 2021Article
- Dynamic Network Connectivity Reveals Markers of Response to Deep Brain Stimulation in Parkinson's Disease.Frontiers in human neuroscience · 2021Article
- Multifractal and Entropy-Based Analysis of Delta Band Neural Activity Reveals Altered Functional Connectivity Dynamics in Schizophrenia.Frontiers in systems neuroscience · 2020Article
- A Radiomics Approach to Predicting Parkinson's Disease by Incorporating Whole-Brain Functional Activity and Gray Matter Structure.Frontiers in neuroscience · 2020Article
- Emergent Functional Network Effects in Parkinson Disease.Cerebral cortex (New York, N.Y. : 1991) · 2019Article
- Altered brain functional network in children with type 1 Gaucher disease: a longitudinal graph theory-based study.Neuroradiology · 2019Article
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Authors and funding
13 authors.
Funding
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Abstract
The recent application of graph theory to brain networks promises to shed light on complex diseases such as Parkinson's disease (PD). This study aimed to investigate functional changes in sensorimotor and cognitive networks in Parkinsonian patients, with a focus on inter- and intra-connectivity organization in the disease-associated nodal and hub regions using the graph theoretical analyses. Resting-state functional MRI data of a total of 65 participants, including 23 healthy controls (HCs) and 42 patients, were investigated in 120 nodes for local efficiency, betweenness centrality, and degree. Hub regions were identified in the HC and patient groups. We found nodal and hub changes in patients compared with HCs, including the right pre-supplementary motor area (SMA), left anterior insula, bilateral mid-insula, bilateral dorsolateral prefrontal cortex (DLPFC), and right caudate nucleus. In general, nodal regions within the sensorimotor network (i.e., right pre-SMA and right mid-insula) displayed weakened connectivity, with the former node associated with more severe bradykinesia, and impaired integration with default mode network regions. The left mid-insula also lost its hub properties in patients. Within the executive networks, the left anterior insular cortex lost its hub properties in patients, while a new hub region was identified in the right caudate nucleus, paralleled by an increased level of inter- and intra-connectivity in the bilateral DLPFC possibly representing compensatory mechanisms. These findings highlight the diffuse changes in nodal organization and regional hub disruption accounting for the distributed abnormalities across brain networks and the clinical manifestations of PD.
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