Computerized physical exercise improves the functional architecture of the brain in patients with Parkinson's Disease: a network science resting-state EEG study
Xefteris, V. R.; Styliadis, C.; Anagnostopoulou, A.; Kartsidis, P.; Paraskevopoulos, E.; Klados, M.; Zilidou, V.; Karagianni, M.; Bamidis, P.
Show abstract
Physical exercise is an effective non-pharmaceutical treatment for Parkinsons disease (PD) symptoms, both motor and non-motor. Despite the numerous reports on the neuroplastic role of physical exercise in patients with PD (PwPD), its effects have not been thoroughly explored via brain network science, which can provide a coherent framework for understanding brain functioning. We used resting-state EEG data to investigate the functional connectivity changes of the brains intrinsic cortical networks due to physical exercise. The brain activity of 14 PwPD before and after a ten-week protocol of computerized physical training was statistically compared to quantify changes in directed functional connectivity in conjunction with psychometric and somatometric assessments. PwPD showed a significant reorganization of the post-training brain network along with increases in their physical capacity. Specifically, our results revealed significant adjustments in clustering, increased characteristic path length, and decreased global efficiency, in correlation to the improved physical capacity. Our results go beyond previous findings by indicating a transition to a reparative network architecture of enhanced connectivity. We present a meaningful relationship between network characteristics and motor execution capacity which support the use of motor treatment in tandem with medication. This trial is registered with ClinicalTrials.gov Identifier NCT04426903. Impact StatementThe effects of physical training (PT) on the neuroplasticity attributes of patients with Parkinsons Disease (PwPD) have been well documented via neurophysiological evaluations. However, there is a knowledge gap on the role of training-induced neuroplasticity in whole-brain network organization. We investigated the PT effects on the brain network organization of 14 PwPD, using EEG and network indices coupled with psychosomatometric tests. We report evidence of reparative functional reorganization of the brain with more balanced integration and segregation abilities, in correlation to improved motor performance. The PD brain can repair and reestablish a better level of motor execution and control due to computer-empowered physical stimulation.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Longitudinal brain structure changes in Parkinson's disease: a replication study 95%
- Investigating the impact of physical activity on mitochondrial function in Parkinson's disease (PARKEX): Study protocol for a randomised controlled clinical trial 94%
- Age-related changes in the motor planning strategy slow down motor initiation in elderly adults 94%
Similar papers in this journal
- Computerized physical and cognitive training improves the functional architecture of the brain in adults with Down Syndrome: a network science EEG study 93%
- Brain connectivity during Alzheimer's disease progression and its cognitive impact in a transgenic rat model 92%
- Simulated brain networks reflecting progression of Parkinson's disease 91%
Similar papers in this journal
- Neural Oscillatory Characteristics of Feedback Associated Activity in Globus Pallidus Interna 95%
- A synthetic kinematic index of trunk displacement conveying the overall motor condition in Parkinson's disease 94%
- Group and Individual Level Variations between Symmetric and Asymmetric DLPFC Montages for tDCS over Large Scale Brain Network Nodes 92%
Similar papers in this journal
- The coupling between brain connectivity and heartbeat dynamics unveils the altered interoceptive mechanisms in Parkinson’s disease 95%
- Dynamic properties in functional connectivity changes and striatal dopamine deficiency in Parkinson's disease 94%
- Microstructural Abnormalities of Substantia Nigra in Parkinson’s disease: A Neuromelanin Sensitive MRI Atlas Based Study 93%
Similar papers in this journal
- Abnormal Functional Network Topology and its Dynamics during Sustained Attention Processing Significantly Implicate Post-TBI Attention Deficits in Children 93%
- Disruptions in effective connectivity within and between default mode network and anterior forebrain mesocircuit in prolonged disorders of consciousness 93%
- Multimodal sensorimotor integration of visual and kinaesthetic afferents modulates motor circuits in humans 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.