IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v16y2025i1d10.1038_s41467-025-57766-x.html
   My bibliography  Save this article

Electrophysiological signatures underlying variability in human memory consolidation

Author

Listed:
  • Wei Duan

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

  • Zhansheng Xu

    (Tianjin Normal University
    Tianjin Normal University)

  • Dong Chen

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

  • Jing Wang

    (Capital Medical University)

  • Jiali Liu

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

  • Zheng Tan

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

  • Xue Xiao

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

  • Pengcheng Lv

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

  • Mengyang Wang

    (Capital Medical University)

  • Ken A. Paller

    (Northwestern University)

  • Nikolai Axmacher

    (Ruhr University Bochum)

  • Liang Wang

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

Abstract

We experience countless pieces of new information each day, but remembering them later depends on firmly instilling memory storage in the brain. Numerous studies have implicated non-rapid eye movement (NREM) sleep in consolidating memories via interactions between hippocampus and cortex. However, the temporal dynamics of this hippocampal-cortical communication and the concomitant neural oscillations during memory reactivations remains unclear. To address this issue, the present study used the procedure of targeted memory reactivation (TMR) following learning of object-location associations to selectively reactivate memories during human NREM sleep. Cortical pattern reactivation and hippocampal-cortical coupling were measured with intracranial EEG recordings in patients with epilepsy. We found that TMR produced variable amounts of memory enhancement across a set of object-location associations. Successful TMR increased hippocampal ripples and cortical spindles, apparent during two discrete sweeps of reactivation. The first reactivation sweep was accompanied by increased hippocampal-cortical communication and hippocampal ripple events coupled to local cortical activity (cortical ripples and high-frequency broadband activity). In contrast, hippocampal-cortical coupling decreased during the second sweep, while increased cortical spindle activity indicated continued cortical processing to achieve long-term storage. Taken together, our findings show how dynamic patterns of item-level reactivation and hippocampal-cortical communication support memory enhancement during NREM sleep.

Suggested Citation

  • Wei Duan & Zhansheng Xu & Dong Chen & Jing Wang & Jiali Liu & Zheng Tan & Xue Xiao & Pengcheng Lv & Mengyang Wang & Ken A. Paller & Nikolai Axmacher & Liang Wang, 2025. "Electrophysiological signatures underlying variability in human memory consolidation," Nature Communications, Nature, vol. 16(1), pages 1-15, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-57766-x
    DOI: 10.1038/s41467-025-57766-x
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-025-57766-x
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-025-57766-x?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Thomas Schreiner & Benjamin J. Griffiths & Merve Kutlu & Christian Vollmar & Elisabeth Kaufmann & Stefanie Quach & Jan Remi & Soheyl Noachtar & Tobias Staudigl, 2024. "Spindle-locked ripples mediate memory reactivation during human NREM sleep," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    2. Virginie Sterpenich & Mojca K. M. van Schie & Maximilien Catsiyannis & Avinash Ramyead & Stephen Perrig & Hee-Deok Yang & Dimitri Van De Ville & Sophie Schwartz, 2021. "Reward biases spontaneous neural reactivation during sleep," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
    3. Anli A. Liu & Simon Henin & Saman Abbaspoor & Anatol Bragin & Elizabeth A. Buffalo & Jordan S. Farrell & David J. Foster & Loren M. Frank & Tamara Gedankien & Jean Gotman & Jennifer A. Guidera & Kari , 2022. "A consensus statement on detection of hippocampal sharp wave ripples and differentiation from other fast oscillations," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    4. Hui Zhang & Juergen Fell & Nikolai Axmacher, 2018. "Electrophysiological mechanisms of human memory consolidation," Nature Communications, Nature, vol. 9(1), pages 1-11, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Haoxin Zhang & Ivan Skelin & Shiting Ma & Michelle Paff & Lilit Mnatsakanyan & Michael A. Yassa & Robert T. Knight & Jack J. Lin, 2024. "Awake ripples enhance emotional memory encoding in the human brain," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    2. Irina Pochinok & Tristan M. Stöber & Jochen Triesch & Mattia Chini & Ileana L. Hanganu-Opatz, 2024. "A developmental increase of inhibition promotes the emergence of hippocampal ripples," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    3. Sanne Ten Oever & Alexander T. Sack & Carina R. Oehrn & Nikolai Axmacher, 2021. "An engram of intentionally forgotten information," Nature Communications, Nature, vol. 12(1), pages 1-14, December.
    4. Thomas Schreiner & Benjamin J. Griffiths & Merve Kutlu & Christian Vollmar & Elisabeth Kaufmann & Stefanie Quach & Jan Remi & Soheyl Noachtar & Tobias Staudigl, 2024. "Spindle-locked ripples mediate memory reactivation during human NREM sleep," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    5. Kazuki Sakakura & Naoto Kuroda & Masaki Sonoda & Takumi Mitsuhashi & Ethan Firestone & Aimee F. Luat & Neena I. Marupudi & Sandeep Sood & Eishi Asano, 2023. "Developmental atlas of phase-amplitude coupling between physiologic high-frequency oscillations and slow waves," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    6. Ralf C. Buckley, 2022. "Sensory and Emotional Components in Tourist Memories of Wildlife Encounters: Intense, Detailed, and Long-Lasting Recollections of Individual Incidents," Sustainability, MDPI, vol. 14(8), pages 1-12, April.
    7. Takamitsu Iwata & Takufumi Yanagisawa & Yuji Ikegaya & Jonathan Smallwood & Ryohei Fukuma & Satoru Oshino & Naoki Tani & Hui Ming Khoo & Haruhiko Kishima, 2024. "Hippocampal sharp-wave ripples correlate with periods of naturally occurring self-generated thoughts in humans," Nature Communications, Nature, vol. 15(1), pages 1-12, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-57766-x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.