Sustained Hippocampal Theta Oscillations Reflect Experience-Dependent Learning in Backward Temporal Order Memory Retrieval

Navigating within our neighborhood or learning a set of concepts requires remembering the relationship between individual items that are presented sequentially. Theta activity in the mammalian hippocampus is related to the encoding and recall of relational structures. However, how theta oscillations are involved in retrieving temporal order information in opposing directionality (forward vs backward) has not been characterized. Here, using intracranial recordings from 10 human epileptic patients of both genders with hippocampal electrodes, we tested the patients with a temporal order memory task in which they learned the spatial relationship among individual items arranged along a circular track and were tested on both forward-cued and backward-cued retrieval conditions. We found that sustained high-power oscillatory events in the hippocampal theta (2-8 Hz) band, as quantified by <i>P</i> <sub>episode</sub> rate, were higher for the backward conditions during the later stage but not in the earlier stage. The theta <i>P</i> <sub>episode</sub> rate results are consistent with the behavioral memory performance and the theta phase to gamma power cross-frequency coupling. Control analyses on change in theta or gamma power and their peak frequencies, aperiodic activity, hemispheric differences, and <i>P</i> <sub>episode</sub> duration confirm that elevated theta rhythmic activity carry specific physiological information with respect to experience-dependent (episodic) learning. In contrast, we observed a stronger effect of forward than backward retrieval for the low gamma (30-70 Hz) <i>P</i> <sub>episode</sub> rate irrespective of stages. Our results revealed how theta oscillations are specifically implicated in the learning process for efficient retrieval of temporal order memories under opposing directionality.

Authors

Institutions

Publication Details

Journal
Journal of Neuroscience
Published
2025-05-30
DOI
https://doi.org/10.1523/jneurosci.1223-23.2025
Citations
1
Primary Topic
Memory and Neural Mechanisms
Type
article
Field-Weighted Citation Impact
1.43
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Sustained Hippocampal Theta Oscillations Reflect Experience-Dependent Learning in Backward Temporal Order Memory Retrieval

Ran Luo, Shaomin Zhang, Zhiyong Deng, Sze Chai Kwok et al.
1 citations
Journal of Neuroscience
Memory and Neural Mechanisms
1.43
article

Sustained Hippocampal Theta Oscillations Reflect Experience-Dependent Learning in Backward Temporal Order Memory Retrieval

Ran Luo, Shaomin Zhang, Zhiyong Deng, Sze Chai Kwok, Hongjie Jiang, Yin Jia, Diogo Santos-Pata, Yudian Cai, Rui Wang, Chenyang Li, Lei Shi, Jing Cai, Xuanlong Zhu, Jiaona Tong
article en
1 citations

Abstract

Navigating within our neighborhood or learning a set of concepts requires remembering the relationship between individual items that are presented sequentially. Theta activity in the mammalian hippocampus is related to the encoding and recall of relational structures. However, how theta oscillations are involved in retrieving temporal order information in opposing directionality (forward vs backward) has not been characterized. Here, using intracranial recordings from 10 human epileptic patients of both genders with hippocampal electrodes, we tested the patients with a temporal order memory task in which they learned the spatial relationship among individual items arranged along a circular track and were tested on both forward-cued and backward-cued retrieval conditions. We found that sustained high-power oscillatory events in the hippocampal theta (2-8 Hz) band, as quantified by <i>P</i> <sub>episode</sub> rate, were higher for the backward conditions during the later stage but not in the earlier stage. The theta <i>P</i> <sub>episode</sub> rate results are consistent with the behavioral memory performance and the theta phase to gamma power cross-frequency coupling. Control analyses on change in theta or gamma power and their peak frequencies, aperiodic activity, hemispheric differences, and <i>P</i> <sub>episode</sub> duration confirm that elevated theta rhythmic activity carry specific physiological information with respect to experience-dependent (episodic) learning. In contrast, we observed a stronger effect of forward than backward retrieval for the low gamma (30-70 Hz) <i>P</i> <sub>episode</sub> rate irrespective of stages. Our results revealed how theta oscillations are specifically implicated in the learning process for efficient retrieval of temporal order memories under opposing directionality.

Journal of NeuroscienceVol. 45(26)
Jiangsu University (CN), Tongji University (CN), Ministry of Education (NZ), East China University of Science and Technology (CN), Counseling Center (US), First People's Hospital of Kunshan (CN), Shanghai Tenth People's Hospital (CN), Neurological Surgery (US), Second Affiliated Hospital of Zhejiang University (CN), Duke Kunshan University (CN), East China Normal University (CN)
Quality Education
Openalex Percentile: Top 19%
Memory and Neural Mechanisms
1.43
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.