Direct Brain Stimulation Modulates Encoding States and Memory Performance in Humans

Youssef Ezzyat, James E. Kragel, John F. Burke, Deborah F. Levy, Anastasia Lyalenko, Paul Wanda, Logan O'Sullivan, Katherine B. Hurley, Stanislav Busygin, Isaac Pedisich, Michael R. Sperling, Gregory A. Worrell, Michal T. Kucewicz, Kathryn A. Davis, Timothy H. Lucas, Cory S. Inman, Bradley C. Lega, Barbara C. Jobst, Sameer A. Sheth, Kareem ZaghloulMichael J. Jutras, Joel M. Stein, Sandhitsu R. Das, Richard Gorniak, Daniel S. Rizzuto, Michael J. Kahana

Research output: Contribution to journalArticle

60 Citations (Scopus)

Abstract

People often forget information because they fail to effectively encode it. Here, we test the hypothesis that targeted electrical stimulation can modulate neural encoding states and subsequent memory outcomes. Using recordings from neurosurgical epilepsy patients with intracranially implanted electrodes, we trained multivariate classifiers to discriminate spectral activity during learning that predicted remembering from forgetting, then decoded neural activity in later sessions in which we applied stimulation during learning. Stimulation increased encoding-state estimates and recall if delivered when the classifier indicated low encoding efficiency but had the reverse effect if stimulation was delivered when the classifier indicated high encoding efficiency. Higher encoding-state estimates from stimulation were associated with greater evidence of neural activity linked to contextual memory encoding. In identifying the conditions under which stimulation modulates memory, the data suggest strategies for therapeutically treating memory dysfunction.

Original languageEnglish (US)
Pages (from-to)1251-1258
Number of pages8
JournalCurrent Biology
Volume27
Issue number9
DOIs
StatePublished - May 8 2017

Fingerprint

Brain
brain
Data storage equipment
Classifiers
learning
Learning
Efficiency
Implanted Electrodes
epilepsy
electrodes
Electric Stimulation
Epilepsy
Electrodes
testing

Keywords

  • deep brain stimulation
  • epilepsy
  • episodic memory
  • free recall
  • intracranial EEG
  • local field potential
  • multivariate classification

ASJC Scopus subject areas

  • Biochemistry, Genetics and Molecular Biology(all)
  • Agricultural and Biological Sciences(all)

Cite this

Ezzyat, Y., Kragel, J. E., Burke, J. F., Levy, D. F., Lyalenko, A., Wanda, P., ... Kahana, M. J. (2017). Direct Brain Stimulation Modulates Encoding States and Memory Performance in Humans. Current Biology, 27(9), 1251-1258. https://doi.org/10.1016/j.cub.2017.03.028

Direct Brain Stimulation Modulates Encoding States and Memory Performance in Humans. / Ezzyat, Youssef; Kragel, James E.; Burke, John F.; Levy, Deborah F.; Lyalenko, Anastasia; Wanda, Paul; O'Sullivan, Logan; Hurley, Katherine B.; Busygin, Stanislav; Pedisich, Isaac; Sperling, Michael R.; Worrell, Gregory A.; Kucewicz, Michal T.; Davis, Kathryn A.; Lucas, Timothy H.; Inman, Cory S.; Lega, Bradley C.; Jobst, Barbara C.; Sheth, Sameer A.; Zaghloul, Kareem; Jutras, Michael J.; Stein, Joel M.; Das, Sandhitsu R.; Gorniak, Richard; Rizzuto, Daniel S.; Kahana, Michael J.

In: Current Biology, Vol. 27, No. 9, 08.05.2017, p. 1251-1258.

Research output: Contribution to journalArticle

Ezzyat, Y, Kragel, JE, Burke, JF, Levy, DF, Lyalenko, A, Wanda, P, O'Sullivan, L, Hurley, KB, Busygin, S, Pedisich, I, Sperling, MR, Worrell, GA, Kucewicz, MT, Davis, KA, Lucas, TH, Inman, CS, Lega, BC, Jobst, BC, Sheth, SA, Zaghloul, K, Jutras, MJ, Stein, JM, Das, SR, Gorniak, R, Rizzuto, DS & Kahana, MJ 2017, 'Direct Brain Stimulation Modulates Encoding States and Memory Performance in Humans', Current Biology, vol. 27, no. 9, pp. 1251-1258. https://doi.org/10.1016/j.cub.2017.03.028
Ezzyat Y, Kragel JE, Burke JF, Levy DF, Lyalenko A, Wanda P et al. Direct Brain Stimulation Modulates Encoding States and Memory Performance in Humans. Current Biology. 2017 May 8;27(9):1251-1258. https://doi.org/10.1016/j.cub.2017.03.028
Ezzyat, Youssef ; Kragel, James E. ; Burke, John F. ; Levy, Deborah F. ; Lyalenko, Anastasia ; Wanda, Paul ; O'Sullivan, Logan ; Hurley, Katherine B. ; Busygin, Stanislav ; Pedisich, Isaac ; Sperling, Michael R. ; Worrell, Gregory A. ; Kucewicz, Michal T. ; Davis, Kathryn A. ; Lucas, Timothy H. ; Inman, Cory S. ; Lega, Bradley C. ; Jobst, Barbara C. ; Sheth, Sameer A. ; Zaghloul, Kareem ; Jutras, Michael J. ; Stein, Joel M. ; Das, Sandhitsu R. ; Gorniak, Richard ; Rizzuto, Daniel S. ; Kahana, Michael J. / Direct Brain Stimulation Modulates Encoding States and Memory Performance in Humans. In: Current Biology. 2017 ; Vol. 27, No. 9. pp. 1251-1258.
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