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Improved alpha-beta power reduction via combined electrical and ultrasonic stimulation in a parkinsonian cortex-basal ganglia-thalamus computational model
- Source :
- JOURNAL OF NEURAL ENGINEERING
- Publication Year :
- 2021
-
Abstract
- Objective. To investigate computationally the interaction of combined electrical and ultrasonic modulation of isolated neurons and of the parkinsonian cortex-basal ganglia-thalamus loop. Approach. Continuous-wave or pulsed electrical and ultrasonic neuromodulation is applied to isolated Otsuka plateau-potential generating subthalamic nucleus (STN) and Pospischil regular, fast and low-threshold spiking cortical cells in a temporally alternating or simultaneous manner. Similar combinations of electrical/ultrasonic waveforms are applied to a parkinsonian biophysical cortex-basal ganglia-thalamus neuronal network. Ultrasound-neuron interaction is modelled respectively for isolated neurons and the neuronal network with the NICE and SONIC implementations of the bilayer sonophore underlying mechanism. Reduction in α − β spectral energy is used as a proxy to express improvement in Parkinson’s disease by insonication and electrostimulation. Main results. Simultaneous electro-acoustic stimulation achieves a given level of neuronal activity at lower intensities compared to the separate stimulation modalities. Conversely, temporally alternating stimulation with 50 H z electrical and ultrasound pulses is capable of eliciting 100 H z STN firing rates. Furthermore, combination of ultrasound with hyperpolarizing currents can alter cortical cell relative spiking regimes. In the parkinsonian neuronal network, continuous-wave and pulsed ultrasound reduce pathological oscillations by different mechanisms. High-frequency pulsed separated electrical and ultrasonic deep brain stimulation (DBS) reduce pathological α − β power by entraining STN-neurons. In contrast, continuous-wave ultrasound reduces pathological oscillations by silencing the STN. Compared to the separated stimulation modalities, temporally simultaneous or alternating electro-acoustic stimulation can achieve higher reductions in α − β power for the same safety contraints on electrical/ultrasonic intensity. Significance. Focused ultrasound has the potential of becoming a non-invasive alternative of conventional DBS for the treatment of Parkinson’s disease. Here, we elaborate on proposed benefits of combined electro-acoustic stimulation in terms of improved dynamic range, efficiency, spatial resolution, and neuronal selectivity.
- Subjects :
- computational modeling
Technology and Engineering
Materials science
Deep brain stimulation
SUBTHALAMOPALLIDAL NETWORK
medicine.medical_treatment
Deep Brain Stimulation
Ultrasonic Therapy
Biomedical Engineering
POTENTIALS
Stimulation
DISEASE
Basal Ganglia
ACTIVATION
Cellular and Molecular Neuroscience
Thalamus
Subthalamic Nucleus
OSCILLATIONS
medicine
Biological neural network
Premovement neuronal activity
SUPPRESSION
Neurons
NEUROMODULATION
SUBTHALAMIC NUCLEUS
intramembrane cavitation
business.industry
Ultrasound
Neuromodulation (medicine)
ultrasonic neuromodulation
deep brain stimulation
Subthalamic nucleus
basal ganglia
HIGH-FREQUENCY STIMULATION
Ultrasonic sensor
business
DEEP BRAIN-STIMULATION
Biomedical engineering
Subjects
Details
- ISSN :
- 17412552 and 17412560
- Volume :
- 18
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- Journal of neural engineering
- Accession number :
- edsair.doi.dedup.....cce0015b03c5128577e8393a7c04960a