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Published May 26, 2021 | Submitted + Supplemental Material
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Alpha Oscillatory Activity Causally Linked to Working Memory Retention: Insights from Online Phase-corrected Closed-loop Transcranial Alternating Current Stimulation (tACS)

Abstract

Although previous studies have reported correlations between alpha oscillations and the "retention" sub-process of working memory (WM), causal evidence has been limited in human neuroscience due to the lack of delicate modulation of human brain. Conventional tACS is not suitable for demonstrating the causal evidence for parietal alpha oscillations in WM retention because of its inability to modulate brain oscillations within a short period (i.e., the retention sub-process). Here, we developed an online phase-corrected closed-loop transcranial alternating current stimulation (tACS) system capable of precisely correcting for the phase differences between tACS and concurrent endogenous oscillations. This system permits both up- and down-regulation of brain oscillations at the target stimulation frequency within a short stimulation period, and is here applied to empirically demonstrate that parietal alpha oscillations causally relate to WM retention. Our experimental design included both in-phase and anti-phase alpha-tACS applied to 39 participants during the retention sub-processes of a modified Sternberg paradigm. Compared to in-phase alpha-tACS, anti-phase alpha-tACS decreased both WM performance and alpha activity. Moreover, the in-phase tACS-induced changes in WM performance were positively correlated with alpha oscillatory activity. These findings strongly support a causal link between alpha oscillations and WM retention, and illustrate the broad application prospects of phase-corrected tACS.

Additional Information

The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. Version 1 May 23, 2021; Version 2 - January 20, 2022. We thank Lizhuang Yang, Guanbao Cui, Xianze Zheng, Zhen Miao, Kaining Zhang and Zehua Fang for their assistance with experimental design. This work was supported by grants from The National Key Basic Research Program (2018YFC0831101), The National Natural Science Foundation of China (31771221, 71942003, 61773360, 31800927, 31900766 and 71874170), Major Project of Philosophy and Social Science Research, Ministry of Education of China (19JZD010), CAS-VPST Silk Road Science Fund 2021 (GLHZ202128), Collaborative Innovation Program of Hefei Science Center, CAS (2020HSC-CIP001). A portion of the numerical calculations in this study were performed with the supercomputing system at the Supercomputing Centre of USTC. Data and code availability: The original data for analysis and custom Matlab code are available from the corresponding author (X.Z.) upon reasonable request. Author contributions: X.Z. conceived the experiments; X.C., R.M., Q.W., and A.Y. performed the experiments; X.C., R.M., and W.Z. analyzed the data; R.M., X.X., and J.C. designed and realized the online phase-corrected closed-loop tACS system; X.C., R.M., and X.Z. wrote the manuscript; A.T.S., M.M.L., N.X.Y, S.W., Z.D., G.Q.Z., Q.C., and J.B. helped to polish the writing. The authors declare that they have no competing interests.

Attached Files

Submitted - 2021.05.23.445322v2.full.pdf

Supplemental Material - media-1.docx

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Additional details

Created:
August 20, 2023
Modified:
October 23, 2023