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Closed-loop control of theta oscillations enhances human hippocampal network connectivity

Author

Listed:
  • James E. Kragel

    (University of Chicago)

  • Sarah M. Lurie

    (Northwestern University, Feinberg School of Medicine)

  • Naoum P. Issa

    (University of Chicago)

  • Hiba A. Haider

    (University of Chicago)

  • Shasha Wu

    (University of Chicago)

  • James X. Tao

    (University of Chicago)

  • Peter C. Warnke

    (University of Chicago)

  • Stephan Schuele

    (Northwestern University, Feinberg School of Medicine)

  • Joshua M. Rosenow

    (Northwestern University, Feinberg School of Medicine)

  • Christina Zelano

    (Northwestern University, Feinberg School of Medicine)

  • Mark Schatza

    (University of Minnesota)

  • John F. Disterhoft

    (Northwestern University, Feinberg School of Medicine)

  • Alik S. Widge

    (University of Minnesota)

  • Joel L. Voss

    (University of Chicago)

Abstract

Theta oscillations are implicated in regulating information flow within cortico-hippocampal networks to support memory and cognition. However, causal evidence tying theta oscillations to network communication in humans is lacking. Here we report experimental findings using a closed-loop, phase-locking algorithm to apply direct electrical stimulation to neocortical nodes of the hippocampal network precisely timed to ongoing hippocampal theta rhythms in human neurosurgical patients. We show that repetitive stimulation of lateral temporal cortex synchronized to hippocampal theta increases hippocampal theta while it is delivered, suggesting theta entrainment of hippocampal neural activity. After stimulation, network connectivity is persistently increased relative to baseline, as indicated by theta-phase synchrony of hippocampus to neocortex and increased amplitudes of the hippocampal evoked response to isolated neocortical stimulation. These indicators of network connectivity are not affected by control stimulation delivered with approximately the same rhythm but without phase locking to hippocampal theta. These findings support the causal role of theta oscillations in routing neural signals across the hippocampal network and suggest phase-synchronized stimulation as a promising method to modulate theta- and hippocampal-dependent behaviors.

Suggested Citation

  • James E. Kragel & Sarah M. Lurie & Naoum P. Issa & Hiba A. Haider & Shasha Wu & James X. Tao & Peter C. Warnke & Stephan Schuele & Joshua M. Rosenow & Christina Zelano & Mark Schatza & John F. Disterh, 2025. "Closed-loop control of theta oscillations enhances human hippocampal network connectivity," Nature Communications, Nature, vol. 16(1), pages 1-11, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-59417-7
    DOI: 10.1038/s41467-025-59417-7
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    References listed on IDEAS

    as
    1. Franklin Satterthwaite, 1941. "Synthesis of variance," Psychometrika, Springer;The Psychometric Society, vol. 6(5), pages 309-316, October.
    2. E. A. Solomon & J. E. Kragel & R. Gross & B. Lega & M. R. Sperling & G. Worrell & S. A. Sheth & K. A. Zaghloul & B. C. Jobst & J. M. Stein & S. Das & R. Gorniak & C. S. Inman & S. Seger & D. S. Rizzut, 2018. "Medial temporal lobe functional connectivity predicts stimulation-induced theta power," Nature Communications, Nature, vol. 9(1), pages 1-13, December.
    3. Alexander J Barnett & Walter Reilly & Halle R Dimsdale-Zucker & Eda Mizrak & Zachariah Reagh & Charan Ranganath, 2021. "Intrinsic connectivity reveals functionally distinct cortico-hippocampal networks in the human brain," PLOS Biology, Public Library of Science, vol. 19(6), pages 1-34, June.
    4. E. A. Solomon & J. E. Kragel & M. R. Sperling & A. Sharan & G. Worrell & M. Kucewicz & C. S. Inman & B. Lega & K. A. Davis & J. M. Stein & B. C. Jobst & K. A. Zaghloul & S. A. Sheth & D. S. Rizzuto & , 2017. "Widespread theta synchrony and high-frequency desynchronization underlies enhanced cognition," Nature Communications, Nature, vol. 8(1), pages 1-14, December.
    5. Abhinav Goyal & Jonathan Miller & Salman E. Qasim & Andrew J. Watrous & Honghui Zhang & Joel M. Stein & Cory S. Inman & Robert E. Gross & Jon T. Willie & Bradley Lega & Jui-Jui Lin & Ashwini Sharan & , 2020. "Functionally distinct high and low theta oscillations in the human hippocampus," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    6. Youssef Ezzyat & Paul A. Wanda & Deborah F. Levy & Allison Kadel & Ada Aka & Isaac Pedisich & Michael R. Sperling & Ashwini D. Sharan & Bradley C. Lega & Alexis Burks & Robert E. Gross & Cory S. Inman, 2018. "Closed-loop stimulation of temporal cortex rescues functional networks and improves memory," Nature Communications, Nature, vol. 9(1), pages 1-8, December.
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