Phase-targeted Poisson closed-loop peripheral nerve stimulation modulates sensorimotor oscillations in human MEG
Baker, S. N.; Zaaimi, B.
Show abstract
Closed-loop brain stimulation offers a promising approach for modulating neural oscillations, but the mechanisms of phase-dependent neuromodulation remain poorly understood. We developed a real-time MEG-based closed-loop system delivering median nerve stimulation using a phase-modulated Poisson process. Sixteen healthy participants (11 female, 5 male) underwent open-loop characterization followed by closed-loop testing of eight phase-offset conditions (0 degrees-315 degrees), each paired with a statistically matched replay control. Closed-loop stimulation induced robust phase-dependent modulation (14.21 +/- 8.24%) versus replay (7.03 +/- 2.95%; p = 0.0003), with consistent phase specificity across participants (circular mean: 70.2 degrees, referenced to each individual's dominant frequency). At the group level, alpha oscillations (8-12 Hz) showed bidirectional modulation (mean boost: +21.0 +/- 19.9% at 0 degrees-135 degrees; mean suppression: -13.3 +/- 10.8% at 180 degrees-315 degrees), while beta oscillations (13-30 Hz) showed predominantly unidirectional suppression (-9.3 +/- 9.6%). Successful fixed-frequency targeting required alignment with each individual's natural peak. Misalignment led to different phase shifts producing power at different frequencies, a phenomenon we term phase-frequency coupling. Dynamic frequency tracking (8-30 Hz) automatically identified and targeted each individual's natural peak, achieving robust bidirectional modulation without prior knowledge of peak location. These findings demonstrate that real-time phase-locked peripheral nerve stimulation selectively modulates sensorimotor oscillations beyond statistically matched open-loop stimulation. The distinct phase-excitability relationships of alpha and beta oscillations, together with the importance of aligning stimulation with individual natural peaks, establish principled guidelines for personalized closed-loop neuromodulation.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Working memory enhancement using real-time phase-tuned transcranial alternating current stimulation 95%
- Phase-specific manipulation of neural oscillatory activity by transcranial alternating current stimulation 95%
- Real-time suppression and amplification of frequency-specific neural activity using stimulation evoked oscillations 94%
Similar papers in this journal
- Irregular optogenetic stimulation waveforms can induce naturalistic patterns of hippocampal spectral activity 94%
- Neural stimulation and recording performance in human somatosensory cortex over 1500 days 93%
- Towards adaptive deep brain stimulation: clinical and technical notes on a novel commercial device for chronic brain sensing 93%
Similar papers in this journal
- Phase-synchronized 40Hz tACS and iTBS effects on gamma oscillations 94%
- Effects of Electric Field Direction on TMS-based Motor Cortex Mapping 93%
- Extracting Reproducible Components from Electroencephalographic Responses to Transcranial Magnetic Stimulation with Group Task-Related Component Analysis 93%
Similar papers in this journal
- Plasticity of interhemispheric motor cortex connectivity induced by brain state-dependent cortico-cortical paired-associative stimulation 94%
- Entrainment of local synchrony reveals a causal role for high-beta right frontal oscillations in human visual consciousness 93%
- Decoding personalized motor cortical excitability states from human electroencephalography 93%
Similar papers in this journal
"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.