Phase-targeted Poisson closed-loop peripheral nerve stimulation modulates sensorimotor oscillations in human MEG
- 1Aston University
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.
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BibTeX
@misc{baker2026phasetargeted,
title = {{Phase-targeted Poisson closed-loop peripheral nerve stimulation modulates sensorimotor oscillations in human MEG}},
author = {S. N. Baker and B. Zaaimi},
howpublished = {bioRxiv},
year = {2026},
month = oct,
doi = {10.64898/2026.10.01.755613},
url = {https://www.biorxiv.org/content/10.64898/2026.10.01.755613v1},
note = {CC BY-NC-ND},
}
RIS
TY - UNPB
TI - Phase-targeted Poisson closed-loop peripheral nerve stimulation modulates sensorimotor oscillations in human MEG
AU - S. N. Baker
AU - B. Zaaimi
PY - 2026
DA - 2026/10/01
PB - bioRxiv
DO - 10.64898/2026.10.01.755613
UR - https://www.biorxiv.org/content/10.64898/2026.10.01.755613v1
AB - 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.
ER -