scholarly journals Computational modelling of the long-term effects of brain stimulation on the local and global structural connectivity of epileptic patients

PLoS ONE ◽  
2020 ◽  
Vol 15 (2) ◽  
pp. e0221380
Author(s):  
Emmanouil Giannakakis ◽  
Frances Hutchings ◽  
Christoforos A. Papasavvas ◽  
Cheol E. Han ◽  
Bernd Weber ◽  
...  
2019 ◽  
Author(s):  
Emmanouil Giannakakis ◽  
Frances Hutchings ◽  
Christoforos A. Papasavvas ◽  
Cheol E. Han ◽  
Bernd Weber ◽  
...  

AbstractIn patients with drug resistant focal epilepsy, targeted weak stimulation of the affected brain regions has been proposed as an alternative to surgery. However, the effectiveness of stimulation as a treatment presents great variation from patient to patient. In this study, brain activity is simulated for a period of one day using a network of Wilson-Cowan oscillators coupled according to diffusion imaging based structural connectivity. We use this computational model to examine the potential long-term effects of stimulation on brain connectivity. Our findings indicate that the overall simulated effect of stimulation is heavily dependent on the excitability of the stimulated regions. Additionally, stimulation seems to lead to long-term effects in the connectivity of secondary (non-stimulated) regions in epileptic patients. These effects are correlated with a worse surgery outcome in some patients, which suggests that long-term simulations could be used as a tool to determine suitability for surgery/stimulation.


2012 ◽  
Vol 90 (6) ◽  
pp. 394-400 ◽  
Author(s):  
Tatiana H. de Oliveira ◽  
Matthew R. Ginsberg ◽  
Scott Cooper ◽  
Amy Nowacki ◽  
Ali Rezai ◽  
...  

2022 ◽  
Vol 20 (1) ◽  
Author(s):  
Eva Matt ◽  
Lisa Kaindl ◽  
Saskia Tenk ◽  
Anicca Egger ◽  
Teodora Kolarova ◽  
...  

Abstract Background With the high spatial resolution and the potential to reach deep brain structures, ultrasound-based brain stimulation techniques offer new opportunities to non-invasively treat neurological and psychiatric disorders. However, little is known about long-term effects of ultrasound-based brain stimulation. Applying a longitudinal design, we comprehensively investigated neuromodulation induced by ultrasound brain stimulation to provide first sham-controlled evidence of long-term effects on the human brain and behavior. Methods Twelve healthy participants received three sham and three verum sessions with transcranial pulse stimulation (TPS) focused on the cortical somatosensory representation of the right hand. One week before and after the sham and verum TPS applications, comprehensive structural and functional resting state MRI investigations and behavioral tests targeting tactile spatial discrimination and sensorimotor dexterity were performed. Results Compared to sham, global efficiency significantly increased within the cortical sensorimotor network after verum TPS, indicating an upregulation of the stimulated functional brain network. Axial diffusivity in left sensorimotor areas decreased after verum TPS, demonstrating an improved axonal status in the stimulated area. Conclusions TPS increased the functional and structural coupling within the stimulated left primary somatosensory cortex and adjacent sensorimotor areas up to one week after the last stimulation. These findings suggest that TPS induces neuroplastic changes that go beyond the spatial and temporal stimulation settings encouraging further clinical applications.


2019 ◽  
Vol 34 (4) ◽  
pp. 586-588 ◽  
Author(s):  
Marie-Laure Welter ◽  
Jean-Luc Houeto ◽  
Yulia Worbe ◽  
Mamadou Hassimiou Diallo ◽  
Andreas Hartmann ◽  
...  

Neurology ◽  
2009 ◽  
Vol 73 (1) ◽  
pp. 53-58 ◽  
Author(s):  
D. Gruber ◽  
T. Trottenberg ◽  
A. Kivi ◽  
T. Schoenecker ◽  
U. A. Kopp ◽  
...  

Neurocase ◽  
2005 ◽  
Vol 11 (2) ◽  
pp. 93-102 ◽  
Author(s):  
Brooke-mai Whelan ◽  
Bruce E. Murdoch ◽  
Deborah G. Theodoros ◽  
Peter Silburn ◽  
Bruce Hall

Author(s):  
Tim J. van Hartevelt ◽  
Joana Cabral ◽  
Arne Møller ◽  
James J. FitzGerald ◽  
Alexander L. Green ◽  
...  

2010 ◽  
Vol 121 ◽  
pp. S73
Author(s):  
D.E. Vaillancourt ◽  
D. Corcos ◽  
M. Sturman ◽  
R. Bakay ◽  
L. Verhagen

2021 ◽  
Author(s):  
Uri Hertz ◽  
Vaughan Bell ◽  
Nichola Raihani

Social learning underpins our species’ extraordinary success. Learning through observation has been investigated in several species but learning from advice – where information is intentionally broadcast – is less understood. We used a pre-registered, online experiment (N=1492) combined with computational modelling to examine learning through observation and advice. Participants were more likely to immediately follow advice than to copy an observed choice but this was dependent upon trust in the adviser: highly paranoid participants were less likely to follow advice in the short-term. Reinforcement learning modelling revealed two distinct patterns regarding the long-term effects of social information: some individuals relied fully on social information whereas others reverted to trial-and-error learning. This variation may affect prevalence and fidelity of socially-transmitted information. Our results highlight the privileged status of advice relative to observation and how assimilation of intentionally-broadcasted information is affected by trust in others.


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