bioRxivNeurosciencePreprint
Online Closed-Loop Real-Time tES-fMRI for Brain Modulation: Feasibility, Noise/Safety and Pilot Study
Beni E. MulyanaiD, Aki TsuchiyagaitoiD, Jared Smith, Masaya MisakiiD, Rayus KuplickiiD, Ghazaleh SoleimaniiD, Ashkan Rashedi, Duke Shereen, Til Ole BergmanniD, Samuel S. M. ChengiD, Martin P. PaulusiD, Jerzy BodurkaiD, Hamed EkhtiariiD
Abstract
Recent studies suggest that transcranial electrical stimulation (tES) can be performed during functional magnetic resonance imaging (fMRI). The novel approach of using concurrent tES-fMRI to modulate and measure targeted brain activity/connectivity may provide unique insights into the causal interactions between the brain neural responses and psychiatric/neurologic signs and symptoms, and importantly, guide the development of new treatments. However, tES stimulation parameters to optimally influence the underlying brain activity in health and disorder may vary with respect to phase, frequency, intensity and electrodes montage. Here, we delineate how a closed-loop tES-fMRI study of frontoparietal network modulation can be designed and performed. We also discuss the challenges of running a concurrent tES-fMRI, describing how we can distinguish clinically meaningful physiological changes caused by tES from tES-related artifacts. There is a large methodological parameter space including electrode types, electrolytes, electrode montages, concurrent tES-fMRI hardware, online fMRI processing pipelines and closed-loop optimization algorithms that should be carefully selected for closed-loop tES-fMRI brain modulation. We also provide technical details on how safety and quality of tES-fMRI settings can be tested, and how these settings can be monitored during the study to ensure they do not exceed safety standards. The initial results of feasibility and applicability of closed-loop tES-fMRI are reported and potential hypotheses for the outcomes are discussed. Highlight pointsO_LIMethodological details of a closed-loop tES-fMRI study protocol are provided. C_LIO_LIThe protocol is performed successfully on a frontoparietal network without side-effects. C_LIO_LIThe temperature of electrodes in concurrent tES-fMRI remains in the safe range. C_LIO_LIProperly setup concurrent tES does not introduce MRI artifacts and noise. C_LIO_LISimplex optimizer could be used to find an optimal tES stimulation parameter. C_LI
- Citations
- 4
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
- Closed-loop optimization of transcranial magnetic stimulation with electroencephalography feedback
A. E. Tervo, J. O. Nieminen, … R. J. Ilmoniemi·bioRxiv·Aug 31, 2021
- fMRI Informed Montage Selection for Transcranial Electrical Stimulation: Frontoparietal Synchronization for Drug Cue Reactivity
Ghazaleh Soleimani, Rayus Kuplicki, … Hamed Ekhtiari·bioRxiv·Apr 12, 2021
- Closing the loop between brain and electrical stimulation: A proof-of-concept randomized trial of real-time fMRI-guided tACS optimization
Ghazaleh Soleimani, Rayus Kuplicki, … Hamed Ekhtiair·bioRxiv·Mar 3, 2026
- Validating models of TMS effects with concurrent TMS/fMRI
Petar I. Petrov, Jord J. T. Vink, … Sebastiaan F.W. Neggers·bioRxiv·Jul 5, 2023
- Now you see it, now you don't: optimal parameters for interslice stimulation in concurrent TMS-fMRI
Catriona L. Scrivener, J. B. Jackson, … Alexandra Woolgar·bioRxiv·May 28, 2021
- An optimized framework for simultaneous EEG-fMRI at 7T enabling safe, high-quality human brain imaging with millisecond temporal resolution and sub-millimeter spatial resolution
Cristina Sainz Martinez, Jonathan Wirsich, … João Jorge·bioRxiv·Aug 23, 2024