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RESEARCH PRODUCT

Online Closed-Loop Real-Time tES-fMRI for Brain Modulation: Feasibility, Noise/Safety and Pilot Study

Shereen DJared SmithJerzy BodurkaJerzy BodurkaHamed EkhtiariGhazaleh SoleimaniTil Ole BergmannRashedi AMasaya MisakiSamuel ChengAki TsuchiyagaitoRayus KuplickiMulyana BMulyana BMartin P. Paulus

subject

Protocol (science)Optimization algorithmmedicine.diagnostic_testNoise (signal processing)business.industryBrain activity and meditationComputer scienceStimulation ParameterMachine learningcomputer.software_genreModulationmedicineArtificial intelligencebusinessFunctional magnetic resonance imagingClosed loopcomputer

description

AbstractRecent 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 electrode’s 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 pointsMethodological details of a closed-loop tES-fMRI study protocol are provided.The protocol is performed successfully on a frontoparietal network without side-effects.The temperature of electrodes in concurrent tES-fMRI remains in the safe range.Properly setup concurrent tES does not introduce MRI artifacts and noise.Simplex optimizer could be used to find an optimal tES stimulation parameter.

https://doi.org/10.1101/2021.04.10.439268