Phase-dependent closed-loop modulation of neural oscillations in vivo
Abstract
Normal brain function is associated with an assortment of oscillations of various frequencies, each reflecting the timing of separate computational processes and levels of synchronization within and between brain areas. Stimulation accurately delivered on a specified phase of a given oscillation provides the opportunity to target individual aspects of brain function. To achieve this, we have developed a highly responsive system to produce a continuous online phase-estimate. In addition to stable oscillations, the system accurately tracks the early cycles of short, transient oscillations and can operate across the frequency range of most established neuronal oscillations (4 to 250 Hz). Here we demonstrate bidirectional modulation of the pathologically elevated parkinsonian beta-band oscillation (around 35 Hz) in 6-OHDA hemi-lesioned rats. Beta phase, monitored using a single channel electrocorticogram above secondary motor cortex, was used to drive electrical stimulation of the globus pallidus on one of eight phases spanning the oscillation cycle. Stimulation of the early ascending phase suppressed the oscillation whereas stimulation of the early descending phase was amplifying. By implementing a rule that prevented stimulation when the phase estimate was unstable, we achieved a system that could adapt stimulation rate and pattern to respond to the changes produced in the target oscillation. This allowed the electronic system to create and maintain a state of equilibrium with the biological system resulting in continuous stable modulation of the target oscillation over time. These results demonstrate the feasibility of phase locked stimulation as a more refined strategy for remediation of pathological beta oscillations in the treatment of the motor symptoms of Parkinsons disease. Furthermore, they establish the utility of our algorithm and allow for the potential to assess the contribution of rhythmic activity in neuronal computation across a number of brain systems.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 17
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Phase-dependent suppression of beta oscillations in Parkinson’s disease patients
Abbey B. Holt, Eszter Kormann, … Andrew Sharott·Journal of NeurosciencePeer-reviewed·Dec 14, 2018
- Stable modulation of neuronal oscillations produced through brain-machine equilibrium
Colin G. McNamara, Max Rothwell, Andrew Sharott·bioRxiv·Oct 14, 2021
- Phase-targeted Poisson closed-loop peripheral nerve stimulation modulates sensorimotor oscillations in human MEG
Stuart N. Baker, Boubker Zaaimi·bioRxiv·Oct 8, 2026
- State Dependency of Beta Oscillations in the Cortico-Basal-Ganglia Circuit and their Neuromodulation under Phase Locked Inputs
Timothy O. West, Simon Francis Farmer, … Hayriye Cagnan·PLoS Computational BiologyPeer-reviewed·Mar 4, 2022
- Response of neuronal populations to phase-locked stimulation: model-based predictions and validation
Nima Mirkhani, Colin G. McNamara, … Rafał Bogacz·Journal of NeurosciencePeer-reviewed·Mar 11, 2025
- Controlling pallidal oscillations in real-time in Parkinson's disease using evoked interference deep brain stimulation (eiDBS): proof of concept in the human
David Escobar Sanabria, Joshua E. Aman, … Jerrold L. Vitek·Brain stimulationPeer-reviewed·Jul 31, 2022