Online closed-loop real-time tES-fMRI for brain modulation: A technical report

被引:7
作者
Mulyana, Beni [1 ,2 ]
Tsuchiyagaito, Aki [1 ]
Misaki, Masaya [1 ]
Kuplicki, Rayus [1 ]
Smith, Jared [1 ]
Soleimani, Ghazaleh [3 ,4 ]
Rashedi, Ashkan [1 ]
Shereen, Duke [5 ]
Bergman, Til Ole [6 ,7 ]
Cheng, Samuel [2 ]
Paulus, Martin P. [1 ]
Bodurka, Jerzy [1 ,8 ]
Ekhtiari, Hamed [1 ,9 ]
机构
[1] Laureate Inst Brain Res, 6655 S Yale Ave, Tulsa, OK 74136 USA
[2] Univ Oklahoma, Elect & Comp Engn, Tulsa, OK USA
[3] Amirkabir Univ Technol, Dept Biomed Engn, Tehran, Iran
[4] Univ Tehran Med Sci, Iranian Natl Ctr Addict Studies, Tehran, Iran
[5] CUNY, Grad Ctr, New York, NY USA
[6] Johannes Gutenberg Univ Mainz, Univ Med Ctr, Neuroimaging Ctr NIC, Mainz, Germany
[7] Leibniz Inst Resilience Res LIR, Mainz, Germany
[8] Univ Oklahoma, Stephenson Sch Biomed Engn, Norman, OK 73019 USA
[9] Univ Minnesota, Dept Psychiat & Behav Sci, Minneapolis, MN USA
关键词
closed-loop; executive control network; fMRI; frontoparietal network; optimization; precision medicine; tES; TRANSCRANIAL ELECTRICAL-STIMULATION; RESTING-STATE NETWORKS; WORKING-MEMORY; ELECTROPHYSIOLOGICAL SIGNATURES; SAFETY; CONNECTIVITY; EXCITABILITY; ASSOCIATION; DYNAMICS; CHILDREN;
D O I
10.1002/brb3.2667
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
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 may vary with respect to phase difference, frequency, intensity, and electrode's montage among individuals. Here, we propose a protocol for closed-loop tES-fMRI to optimize the frequency and phase difference of alternating current stimulation (tACS) for two nodes (frontal and parietal regions) in individual participants. We carefully considered the challenges in an online optimization of tES parameters with concurrent fMRI, specifically in its safety, artifact in fMRI image quality, online evaluation of the tES effect, and parameter optimization method, and we designed the protocol to run an effective study to enhance frontoparietal connectivity and working memory performance with the optimized tACS using closed-loop tES-fMRI. We provide technical details of the protocol, including electrode types, electrolytes, electrode montages, concurrent tES-fMRI hardware, online fMRI processing pipelines, and the optimization algorithm. We confirmed the implementation of this protocol worked successfully with a pilot experiment.
引用
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页数:19
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