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Memory ConsolidationNCT05746299

The Impact of Reactivation During Sleep on the Consolidation of Abstract Information in Humans

A study testing Congruent vs. Incongruent, Immediate vs. Awake vs. Asleep and Targeted memory reactivation (TMR) in people with Memory Consolidation, run by University of Pennsylvania at 1 site in United States.

Completed

Finished. The study has ended and is not enrolling. Results may be posted on the official record.

Official record
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Trial summary

In any given cognitive domain, representations of individual elements are not independent but are organized by means of structured relations. Representations of this underlying structure are powerful, allowing generalization and inference in novel environments. Read more about this study

Who is it for?
Ages 18 to 35 yearsHealthy volunteers can take part
Conditions the study is for
Memory Consolidation
What is being tested?
Congruent vs. Incongruent, Immediate vs. Awake vs. Asleep and Targeted memory reactivation (TMR)
Could I receive a placebo?
No, everyone receives an active treatment
How many people
194 participants
Where
1 siteUnited States
Study dates
29 Mar 2023to 30 Jun 2024
Phase
Interventional
Are there results?
Yes, posted in the registrySummary in the doctors' view

Key requirements

Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.

  • Ages 18 to 35 years
  • All sexes
  • Healthy volunteers accepted
  • Adult

Who may be able to join

  • Ages between 18 and 35

Who cannot join

  • No medical or neurological illness that would impact experimental performance
  • Not a member of a vulnerable population

Trial locations and contacts

1 site in 1 country.

United States1 site
  • University of Pennsylvania

    Philadelphia, Pennsylvania, 19104

Other trials in United States

About this study

Official title: The Emergence of Abstract Structure Knowledge Across Learning and Sleep

In any given cognitive domain, representations of individual elements are not independent but are organized by means of structured relations. Representations of this underlying structure are powerful, allowing generalization and inference in novel environments. In the semantic domain, structure captures associations between different semantic features or concepts (e.g., green, wings, can fly) and is known to influence the development and deterioration of semantic knowledge. The investigators recently found that humans more easily learn novel categories that contain clusters of reliably co-occurring features, revealing an influence of structure on novel category formation. However, a critical unknown is whether learned representations of structure are closely tied to category-specific elements, or whether such representations become abstract to some extent, transformed away from the experienced features. Further, if abstract structural representations do emerge, prior work provides intriguing hints that these representations may require offline consolidation during awake rest or sleep. The investigators have developed a paradigm in which carefully designed graph structures govern the pattern of feature co-occurrences within individual categories. Here the investigators implement a "structure transfer" extension of this paradigm in order to determine whether learning one structured category facilitates learning of a second identically structured category defined by a new set of features. This facilitation would provide evidence that structure representations are abstract to some degree. Aim 1 will use these methods to evaluate whether abstract structural representations emerge immediately during learning. Aim 2 will determine whether these representations persist, or emerge, over a delay, and whether sleep-based consolidation in particular is needed. The role of replay of recent experience during sleep will be evaluated using electroencephalography (EEG) paired with closed-loop targeted memory reactivation (TMR), a technique that enables causal influence over the consolidation of recently learned information in humans. This work will inform and constrain theories of semantic learning as well as theories of structure learning and representation more broadly.

Being tested
Congruent vs. Incongruent, Immediate vs. Awake vs. Asleep, Targeted memory reactivation (TMR)
Keywords
memory, sleep, learning

What participants receive

What participants receive. In a randomised study each person is assigned to one group by chance.

  • Congruent vs. IncongruentBehavioural

    The Congruent vs. Incongruent intervention relates to the feature-based structure of the novel categories (Modular or non-Modular) and whether there is (Congruent) or is not (Incongruent) a match between what was previously learned and the final target category.

  • Immediate vs. Awake vs. AsleepBehavioural

    Immediate, Awake, and Sleep refer to either no break, 2.5 hours awake, or 2 hours asleep plus a 30-minute post-nap break to account for sleep inertia between learning and target category.

  • Targeted memory reactivation (TMR)Behavioural

    Targeted memory reactivation (TMR) is the systematic presentation of sounds during sleep that were associated with certain stimuli during learning and will be administered either during slow wave sleep (SWS) or rapid eye movement (REM) sleep.

Study groups in NCT05746299
Study groupRoleWhat they receive
Immediate CongruentExperimentalParticipants will learn and be tested on two different semantic categories with the same structure that dictates the co-occurrence of different features.
Receives: Behavioral: Congruent vs. Incongruent; Behavioral: Immediate vs. Awake vs. Asleep
Immediate IncongruentExperimentalParticipants will learn and be tested on two different semantic categories with different structures that dictate the co-occurrence of different features.
Receives: Behavioral: Congruent vs. Incongruent; Behavioral: Immediate vs. Awake vs. Asleep
Awake IncongruentExperimentalParticipants will learn two different semantic categories, neither of which has a Modular structure. After a 2.5-hour break, they will learn and be tested on a novel semantic category with a Modular structure.
Receives: Behavioral: Congruent vs. Incongruent; Behavioral: Immediate vs. Awake vs. Asleep
Awake CongruentExperimentalParticipants will learn two different semantic categories, one of which has a Modular structure. After a 2.5-hour break, they will learn and be tested on a novel semantic category with a Modular structure.
Receives: Behavioral: Congruent vs. Incongruent; Behavioral: Immediate vs. Awake vs. Asleep
Sleep IncongruentExperimentalParticipants will learn two different semantic categories, one of which has a Modular structure. After a 2-hour nap opportunity, during which TMR will be used to reactivate the non-Modular category, participants will take a 30-minute break. After the break, they will learn and be tested on a novel semantic category with a Modular structure.
Receives: Behavioral: Congruent vs. Incongruent; Behavioral: Immediate vs. Awake vs. Asleep; Behavioral: Targeted memory reactivation (TMR)
Sleep Congruent (SWS)ExperimentalParticipants will learn two different semantic categories, one of which has a Modular structure. After a 2-hour nap opportunity, during which TMR will be used to reactivate the Modular category during slow wave sleep (SWS), participants will take a 30-minute break. After the break, they will learn and be tested on a novel semantic category with a Modular structure.
Receives: Behavioral: Congruent vs. Incongruent; Behavioral: Immediate vs. Awake vs. Asleep; Behavioral: Targeted memory reactivation (TMR)
Sleep Congruent (REM)ExperimentalParticipants will learn two different semantic categories, one of which has a Modular structure. After a 2-hour nap opportunity, during which TMR will be used to reactivate the Modular category during rapid eye movement (REM) sleep, participants will take a 30-minute break. After the break, they will learn and be tested on a novel semantic category with a Modular structure.
Receives: Behavioral: Congruent vs. Incongruent; Behavioral: Immediate vs. Awake vs. Asleep; Behavioral: Targeted memory reactivation (TMR)

What is being measured

The primary outcome is the main question the study is designed to answer.

  1. Structure Knowledge for a New Modular Category in Stage 2

    Accuracy (0-100%) on the behavioral missing feature task in Stage 2, which requires participants to use their memory from earlier in the experiment to make a guess about how to fill in missing features of the category exemplars.

    Measured: In Aim 1, accuracy is collected in a missing feature task 25 min. into the experiment, taking 25 min. In Aim 2, accuracy is collected in a missing feature task over 25 min in Stage 2

Timeline

From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.

  1. First posted27 Feb 2023
  2. Study start29 Mar 2023
  3. Primary completion30 Jun 2024
  4. Study completion30 Jun 2024

Resources

More details

For doctors and researchers: how the study is designed, who runs it, and its registry IDs.

Study design
Study type
Interventional
Phase
Phase N/A
Primary purpose
Basic science
Allocation
Randomised
Intervention model
Parallel groups
Masking
Single blind
Who is masked
Participant
Enrolment
194 participants (actual)
IDs, dates and publications
ClinicalTrials.gov ID
NCT05746299
Sponsor's protocol ID
833228A
Other IDs
1R21MH128788-01A1
Status last verified
Jun 2025
First submitted
14 Feb 2023
Last updated
14 Jul 2025
Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
Individual data sharing
Yes: All IPD that underlie results in a publication.

Publications

  • Gentner, D.. Structure-mapping: A theoretical framework for analogy. Cognitive science. 1983;7(2): 155-170.

  • Thibodeau PH, Flusberg SJ, Glick JJ, & Sternberg DA. An emergent approach to analogical inference. Connection Science. 2013; 25(1): 27-53.

  • Collins AGE, Frank MJ. Neural signature of hierarchically structured expectations predicts clustering and transfer of rule sets in reinforcement learning. Cognition. 2016 Jul;152:160-169. doi: 10.1016/j.cognition.2016.04.002. Epub 2016 Apr 12.

    PubMed 27082659
  • Baram AB, Muller TH, Nili H, Garvert MM, Behrens TEJ. Entorhinal and ventromedial prefrontal cortices abstract and generalize the structure of reinforcement learning problems. Neuron. 2021 Feb 17;109(4):713-723.e7. doi: 10.1016/j.neuron.2020.11.024. Epub 2020 Dec 22.

    PubMed 33357385
  • TOLMAN EC. Cognitive maps in rats and men. Psychol Rev. 1948 Jul;55(4):189-208. doi: 10.1037/h0061626. No abstract available.

    PubMed 18870876
  • Behrens TEJ, Muller TH, Whittington JCR, Mark S, Baram AB, Stachenfeld KL, Kurth-Nelson Z. What Is a Cognitive Map? Organizing Knowledge for Flexible Behavior. Neuron. 2018 Oct 24;100(2):490-509. doi: 10.1016/j.neuron.2018.10.002.

    PubMed 30359611
  • Whittington JCR, Muller TH, Mark S, Chen G, Barry C, Burgess N, Behrens TEJ. The Tolman-Eichenbaum Machine: Unifying Space and Relational Memory through Generalization in the Hippocampal Formation. Cell. 2020 Nov 25;183(5):1249-1263.e23. doi: 10.1016/j.cell.2020.10.024. Epub 2020 Nov 11.

    PubMed 33181068
  • McClelland JL, Rogers TT. The parallel distributed processing approach to semantic cognition. Nat Rev Neurosci. 2003 Apr;4(4):310-22. doi: 10.1038/nrn1076. No abstract available.

    PubMed 12671647
  • Solomon SH, Schapiro AC. Structure shapes the representation of a novel category. J Exp Psychol Learn Mem Cogn. 2024 Mar;50(3):458-483. doi: 10.1037/xlm0001257. Epub 2023 Jun 15.

    PubMed 37326540
  • Bahdanau D, Murty S, Noukhovitch M, Nguyen TH, de Vries H, Courville A. Systematic generalization: what is required and can it be learned?. arXiv preprint. 2018.

  • Mark S, Moran R, Parr T, Kennerley SW, Behrens TEJ. Transferring structural knowledge across cognitive maps in humans and models. Nat Commun. 2020 Sep 22;11(1):4783. doi: 10.1038/s41467-020-18254-6.

    PubMed 32963219
  • Durrant SJ, Cairney SA, Lewis PA. Cross-modal transfer of statistical information benefits from sleep. Cortex. 2016 May;78:85-99. doi: 10.1016/j.cortex.2016.02.011. Epub 2016 Feb 27.

    PubMed 27017231
  • Tamminen J, Lambon Ralph MA, Lewis PA. Targeted memory reactivation of newly learned words during sleep triggers REM-mediated integration of new memories and existing knowledge. Neurobiol Learn Mem. 2017 Jan;137:77-82. doi: 10.1016/j.nlm.2016.11.012. Epub 2016 Nov 15.

    PubMed 27864086
  • Wang B, Antony JW, Lurie S, Brooks PP, Paller KA, Norman KA. Targeted Memory Reactivation during Sleep Elicits Neural Signals Related to Learning Content. J Neurosci. 2019 Aug 21;39(34):6728-6736. doi: 10.1523/JNEUROSCI.2798-18.2019. Epub 2019 Jun 24.

    PubMed 31235649
  • Schapiro AC, Turk-Browne NB, Norman KA, Botvinick MM. Statistical learning of temporal community structure in the hippocampus. Hippocampus. 2016 Jan;26(1):3-8. doi: 10.1002/hipo.22523. Epub 2015 Oct 13.

    PubMed 26332666

Questions about this trial

What is this clinical trial studying?

A study testing Congruent vs. Incongruent, Immediate vs. Awake vs. Asleep and Targeted memory reactivation (TMR) in people with Memory Consolidation, run by University of Pennsylvania at 1 site in United States.

The full registered description is in the About this study section and the official record.

Who may be eligible to take part?

The sponsor lists 1 inclusion and 2 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.

Is this clinical trial currently recruiting?

The record says: finished, as of the sponsor's last update on 14 Jul 2025. Status can change between updates, so confirm with the study contact before making plans.

Where is the study taking place?

The record lists 1 site in United States. Whether a site is taking part right now should be confirmed with that site. See every site.

What are the possible benefits and risks?

They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.

Are results available for this study?

Yes. Results are posted in the registry (first posted 14 Jul 2025). A summary is in the For doctors view, and the full results are on ClinicalTrials.gov.

How can a doctor refer a patient or contact the research team?

The record lists no contact. The official record names the sponsor, who can be asked directly. AzTrials does not enrol participants or take referrals.

What does the primary outcome measure?

Structure Knowledge for a New Modular Category in Stage 2 (time frame: In Aim 1, accuracy is collected in a missing feature task 25 min. into the experiment, taking 25 min. In Aim 2, accuracy is collected in a missing feature task over 25 min in Stage 2). It is what the study was designed to measure, not a finding.

Where can I read the original study information?

On the ClinicalTrials.gov record for NCT05746299, which also lists 84 linked publications.

Does a listing mean the treatment is approved or proven to work?

No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.

How often is this information updated?

AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 14 Jul 2025.

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