Evidence map›Paper›PMID 41289341›Full record

ArticlePLoS biology2025

Episodic memory involves transient and sparse connectivity aligned to both internal and external events.

Adam J O Dede, Zachariah R Cross, Samantha M Gray, Joseph P Kelly, Qin Yin, Parisa Vahidi, Eishi Asano, Stephan U Schuele, Joshua M Rosenow, Joyce Y Wu and 16 more

Abstract read
In one paragraph

Article in PLoS biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

26 authors.

Adam J O DedeNorthwestern University, Evanston, Illinois, United States of America.ORCID 0000-0002-3619-4631
Zachariah R CrossNorthwestern University, Evanston, Illinois, United States of America.
Samantha M GrayNorthwestern University, Evanston, Illinois, United States of America.
Joseph P KellyNorthwestern University, Evanston, Illinois, United States of America.
Qin YinUniversity of Texas at Dallas, Richardson, Texas, United States of America.
Parisa VahidiWayne State University, Detroit, Michigan, United States of America.
Eishi AsanoWayne State University, Detroit, Michigan, United States of America.
Stephan U SchueleNorthwestern University, Evanston, Illinois, United States of America.
Joshua M RosenowNorthwestern University, Evanston, Illinois, United States of America.
Joyce Y WuNorthwestern University, Evanston, Illinois, United States of America.
Sandi K LamNorthwestern University, Evanston, Illinois, United States of America.
Jeffrey S RaskinNorthwestern University, Evanston, Illinois, United States of America.
Jack J LinUniversity of California, Davis, California, United States of America.
Olivia Kim McManusUniversity of California, San Diego, California, United States of America.
Shifteh SattarUniversity of California, San Diego, California, United States of America.
Ammar ShaikhouniOhio State University and Nationwide Children's Hospital, Columbus, Ohio, United States of America.
David King-StephensCalifornia Pacific Medical Center, San Francisco, California, United States of America.
Peter B WeberCalifornia Pacific Medical Center, San Francisco, California, United States of America.
Kenneth D LaxerCalifornia Pacific Medical Center, San Francisco, California, United States of America.
Peter BrunnerWashington University in St Louis, St. Louis, Missouri, United States of America.
Jarod L RolandWashington University in St Louis, St. Louis, Missouri, United States of America.
Ignacio SaezUniversity of California, Davis, California, United States of America.
Fady GirgisUniversity of California, Davis, California, United States of America.
Robert T KnightUniversity of California, Berkeley, California, United States of America.
Noa OfenUniversity of Texas at Dallas, Richardson, Texas, United States of America.
Elizabeth L JohnsonNorthwestern University, Evanston, Illinois, United States of America.ORCID 0000-0001-5297-5019

Funding

Northwestern University Clinical and Translational Science Institute (NUCATS)UL1TR001422 · NCATS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI D'AQUILA, RICHARD · 2015 to 2023
$56.8M
Training and DisseminationP41EB018783 · NIBIB · WADSWORTH CENTER · PI Jonathan Rickel Wolpaw · 2014 to 2026
$15.4M
Attention, Orientation and the Human Prefrontal CortexR01NS021135 · NINDS · UNIVERSITY OF CALIFORNIA DAVIS · PI Robert Thomas Knight · 1985 to 2026
$6.5M
TRAINING PROGRAM IN THE NEUROSCIENCE OF HUMAN COGNITIONT32NS047987 · NINDS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Rodrigo M Braga, Christina Maria Zelano · 2006 to 2026
$5.6M
DEVELOPMENT OF MEMORY NETWORKS IN CHILDRENR01MH107512 · NIMH · WAYNE STATE UNIVERSITY · PI Noa Ofen · 2016 to 2026
$5.0M
Measuring Electrical Activity from the Human Brain to Predict Memory Formation and Behavior Across the LifespanR00NS115918 · NINDS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI JOHNSON, ELIZABETH · 2022 to 2024
$843k
NCATS NIH HHS UL1 TR001422NIBIB NIH HHS P41 EB018783NIMH NIH HHS R01 MH107512NINDS NIH HHS R00 NS115918NINDS NIH HHS R01 NS021135NINDS NIH HHS T32 NS047987
6 · The paper itself

Abstract

Episodic memory depends on the coordination of local processing, indexed by high-frequency broadband (HFB) activity, with global organization, indexed by theta oscillations. However, theta and HFB exhibit asynchronous timing, raising the question of how results of local processing are communicated. Using intracranial EEG in patients performing a recognition memory task, we examined this coordination across medial temporal (MTL) and prefrontal (PFC) regions. HFB peaks occurred earlier in the MTL than in the PFC. Contrasting analyses were anchored either to these internally driven HFB peaks or to the external event of stimulus presentation. We discovered three key results. First, the role of the PFC changed from encoding to retrieval. Specifically, PFC-MTL theta connectivity was aligned with internal PFC peaks during encoding, suggesting top-down initiation. By contrast, this connection was aligned with external stimulus presentation during retrieval, suggesting bottom-up initiation. Second, the anterior cingulate cortex exhibited connectivity that was aligned to internal HFB peaks only, suggesting that its role is evaluative, devoid of direct stimulus processing. Third, graph theoretic analysis of whole-brain connectivity patterns revealed that the connections predicting successful memory performance were embedded in transient, sparse network states. These results reveal that analyses triggered from internally-generated events yield different results when compared to classic analyses triggered using external events. The picture that emerges is a sequence of specific, short-lived, internally-generated states that drive episodic memory success.

Indexed as

Memory, EpisodicAdultBrainBrain MappingElectroencephalographyFemaleGyrus CinguliHumansMaleMental RecallMiddle AgedPrefrontal CortexTemporal LobeTheta RhythmYoung Adult

Identifiers

PMID41289341
PMCPMC12646405

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.