OSCR

Cholinergic blockade reveals a role for human hippocampal theta in memory encoding but not retrieval

Code ↔ Paper

The paper beside its authors' code: matches between them have not been computed for this paper yet.

Paper

Loaded from Europe PMC by your browser; OSCR does not store it: doi.org · Europe PMC

The paper is loaded when this pane is shown.

The authors' code

License · 21 lines · 1 KB · MIT

  1. MIT License
  2. Copyright (c) 2026 Tamara Gedankien
  3. Permission is hereby granted, free of charge, to any person obtaining a copy
  4. of this software and associated documentation files (the "Software"), to deal
  5. in the Software without restriction, including without limitation the rights
  6. to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
  7. copies of the Software, and to permit persons to whom the Software is
  8. furnished to do so, subject to the following conditions:
  9. The above copyright notice and this permission notice shall be included in all
  10. copies or substantial portions of the Software.
  11. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
  12. IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
  13. FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
  14. AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
  15. LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
  16. OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
  17. SOFTWARE.

LICENSE at commit 509f31a, under MIT · at the source

Overview

Authors: Tamara Gedankien1, Jennifer Kriegel2, Erfan Zabeh1, David McDonagh3, Bradley C Lega2, Joshua Jacobs1,4
  1. Department of Biomedical Engineering, Columbia University, New York, United States
  2. Department of Neurological Surgery, University of Texas Southwestern, Dallas, United States
  3. Department of Anesthesiology, University of Texas Southwestern, Dallas, United States
  4. Department of Neurological Surgery, Columbia University, New York, United States
Journal: eLife, volume 14, article RP108972
Dates: published online 11 November 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI · PMCID PMC13754277
Status: empty repository (how the code is found and verified)
Categories: human (organism), cognitive (subfield)
Methods: Statistics, Smoothing, state filtering, decompositions, Machine learning, Connectivity, Preprocessing, Spectral & time-frequency, Single-unit activity, calcium imaging, Physiology & signal measures
Keywords: Human
Citations: not cited yet (Europe PMC); 66 references in the paper

Abstract

Cholinergic dysfunction is a hallmark of Alzheimer’s disease and other memory disorders. Yet, the neurophysiological mechanisms linking cholinergic signaling to memory remain poorly understood. In this study, we administered scopolamine, a muscarinic cholinergic antagonist, to neurosurgical patients with intracranial electrodes as they performed an associative recognition memory task. When scopolamine was present at encoding, we observed disruptions to hippocampal slow theta oscillations (2–4 Hz), with selective impairments to recollection-based memory. However, when scopolamine was present during retrieval alone, we observed disruptions to slow theta without impaired memory performance. These disruptions included dose-dependent reductions in theta power, theta phase reset, and encoding–retrieval pattern reinstatement. Together, our results challenge the notion that theta oscillations are necessary for memory retrieval, and instead suggest that theta universally reflects an encoding-related neural state. These findings motivate updates to current models of acetylcholine’s role in memory and may inform future therapies targeting rhythmic biomarkers of memory dysfunction.

Reproduced under the paper's license (CC BY), from the paper cited above.

Repository

Its files are read in the Code ↔ Paper reader above.

tgedankien/AR_scopolamine

License: MIT
State: the link answers, verified on 12 November 2026
Evidence: files inventoried
Commit: 509f31a4506aa742425ab39d0a2e8bef126bd5c9, 10 November 2026
Size: 3 files, 0 scripts
Software Heritage: not archived
Found in: “Data availability”
Holds: README, license file
Not found: CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 12 November 2026: the link answers
  • 12 November 2026: the link answers
2 files

The paper's code and data availability statement is in the Data section.

Tracing map

Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.

What the map holds:

  • 1 repository of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
  • 0 scripts, each with its path and the digest of its content;
  • no match between paragraphs and code yet;
  • neither the text of the paper nor the code itself.

Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

Datasets cited

Data availability

The data supporting the findings of this study are openly available in Zenodo at https://doi.org/10.5281/zenodo.23327706. All data analyses were performed in Python (3.6), using publicly available software for the analysis of human electrophysiology data (https://github.com/pennmem/ptsa [DePalatis et al., 2026] and https://github.com/pennmem/cmlreaders [DePalatis et al., 2025]). Other custom code is available at https://github.com/tgedankien/AR_scopolamine (copy archived at Gedankien, 2026).

The following dataset was generated:

Gedankien T, Kriegel J, Zabeh E, McDonagh D, Lega B, Jacobs J. 2026. Cholinergic blockade reveals a role for human hippocampal theta in memory encoding but not retrieval. Zenodo.

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 12 November 2026: the first record

Recorded: type, language, journal, volume, pages, dates, 6 authors, 1 keyword, 62 references.

Cite

This paper

Gedankien, T., Kriegel, J., Zabeh, E., McDonagh, D., Lega, B. C., & Jacobs, J. (2026). Cholinergic blockade reveals a role for human hippocampal theta in memory encoding but not retrieval. eLife, 14, RP108972.

BibTeX

@article{gedankien2026cholinergic,
author = {Gedankien, Tamara and Kriegel, Jennifer and Zabeh, Erfan and McDonagh, David and Lega, Bradley C and Jacobs, Joshua},
title = {{Cholinergic blockade reveals a role for human hippocampal theta in memory encoding but not retrieval}},
journal = {eLife},
year = {2026},
month = nov,
volume = {14},
pages = {RP108972},
publisher = {eLife Sciences Publications, Ltd},
issn = {2050-084X},
pmcid = {PMC13754277}
}

RIS

TY - JOUR
AU - Gedankien, Tamara
AU - Kriegel, Jennifer
AU - Zabeh, Erfan
AU - McDonagh, David
AU - Lega, Bradley C
AU - Jacobs, Joshua
TI - Cholinergic blockade reveals a role for human hippocampal theta in memory encoding but not retrieval
T2 - eLife
J2 - eLife
PY - 2026
DA - 2026/11/12
VL - 14
SP - RP108972
SN - 2050-084X
PB - eLife Sciences Publications, Ltd
LA - en
ER -

CSL-JSON

{
"id": "pmcid:PMC13754277",
"type": "article-journal",
"title": "Cholinergic blockade reveals a role for human hippocampal theta in memory encoding but not retrieval",
"container-title": "eLife",
"author": [
{
"family": "Gedankien",
"given": "Tamara"
},
{
"family": "Kriegel",
"given": "Jennifer"
},
{
"family": "Zabeh",
"given": "Erfan"
},
{
"family": "McDonagh",
"given": "David"
},
{
"family": "Lega",
"given": "Bradley C"
},
{
"family": "Jacobs",
"given": "Joshua"
}
],
"container-title-short": "eLife",
"volume": "14",
"page": "RP108972",
"PMCID": "PMC13754277",
"ISSN": "2050-084X",
"publisher": "eLife Sciences Publications, Ltd",
"language": "en",
"issued": {
"date-parts": [
[
2026,
11,
12
]
]
}
}

The tracing map gets a citation of its own once an author has validated it and it has a DOI.

Similar papers

The papers with a page that share the most with this one: the tools found in their code, their categories, datasets, cited references and authors, the rarest counting most.

[1] doi:10.1038/s41467-023-41025-y [code]
Acetylcholine modulates the temporal dynamics of human theta oscillations during memory.
Journal: Nature communications
In common: 28 references
[2] doi:10.1038/s41467-025-62553-9 [code]
Theta-phase locking of single neurons during human spatial memory.
Journal: Nature communications
In common: cognitive, 9 references
[3] doi:10.7554/elife.80633 [code]
Phase separation of competing memories along the human hippocampal theta rhythm.
Journal: eLife
In common: cognitive, 7 references
[4] doi:10.1038/s41467-024-44877-0 [code]
Distinguishing examples while building concepts in hippocampal and artificial networks.
Journal: Nature communications
In common: 6 references
[5] doi:10.7554/elife.85753 [code]
MTL neurons phase-lock to human hippocampal theta.
Journal: eLife
In common: 6 references
[6] doi:10.1371/journal.pbio.3003268 [code]
Transfer of motor learning is associated with patterns of activity in the default mode network.
Journal: PLoS biology
In common: 5 references
[7] doi:10.1523/eneuro.0333-22.2023 [code]
Interaction between Theta Phase and Spike Timing-Dependent Plasticity Simulates Theta-Induced Memory Effects.
Journal: eNeuro
In common: 5 references
[8] doi:10.1016/j.celrep.2025.116443
Modulation of speed-dependent acetylcholine release in the hippocampus by spatial task engagement.
Journal: Cell reports
In common: cognitive, 4 references
[9] doi:10.7554/elife.80661 [code]
Hippocampal place cell remapping occurs with memory storage of aversive experiences.
Journal: eLife
In common: 4 references
[10] doi:10.1016/j.neuron.2026.05.004 [code]
A learning-evoked slow-oscillatory architecture paces population activity for offline reactivation across the human medial temporal lobe.
Journal: Neuron
In common: 4 references

Contribute

The authors of this paper can claim it, correct its record and validate its tracing map, and the maintainers of its code (its owner, or a public member of its organization) correct what it says of their repository; anyone signed in can ask for its removal. Every request goes to OSCR's own machine, which answers it; your account page follows them.

Sign in with ORCID to claim this paper as one of its authors, correct its record or validate its tracing map: when the paper's metadata lists your ORCID iD, you are recognized at once. Maintainers of its code: sign in with GitHub, then claim the repository on your account page.

Add the badge to the code's README

OSCR: the badge of this paper

If you are an author or a maintainer of this paper's code, you can add this badge. It says what OSCR knows of the paper (its code, its validated tracing map) and links the code to this page. Paste one of these snippets under the README's title. Keep the two marks around it, so that the badge can be replaced in place and is never added twice. OSCR changes nothing in your repository.

Markdown
<!-- oscr-badge:start -->
[![OSCR](https://openscicode.org/badge/repo/github.com/tgedankien/ar_scopolamine.svg)](https://openscicode.org/badge/repo/github.com/tgedankien/ar_scopolamine)
<!-- oscr-badge:end -->
reStructuredText
.. oscr-badge:start

.. image:: https://openscicode.org/badge/repo/github.com/tgedankien/ar_scopolamine.svg
   :target: https://openscicode.org/badge/repo/github.com/tgedankien/ar_scopolamine
   :alt: OSCR

.. oscr-badge:end
HTML
<!-- oscr-badge:start -->
<a href="https://openscicode.org/badge/repo/github.com/tgedankien/ar_scopolamine"><img src="https://openscicode.org/badge/repo/github.com/tgedankien/ar_scopolamine.svg" alt="OSCR"></a>
<!-- oscr-badge:end -->

On GitHub, open the README, choose Edit (the pencil), paste the snippet under the title, then "Commit changes".

If you choose to, you can have the badge kept up to date for you, with oscr badge --write from the command line or with the GitHub Action in your repository's workflows. Every other form and option (a card, AsciiDoc, LaTeX, shields.io) is on the badge page.

Request its removal

To ask OSCR to remove this record, the copies of its authors' scripts or its tracing map, use the removal request page: signed in, you say who you are, what to remove and why, then review and confirm the request. Published rules decide every request (how).

Discussion, reproductions, activity

Discussion: code errors and mismatches between the code and the paper about this paper and its code, from readers and its authors, beside the paper and its tracing map.

Report a mismatch between the code and the paper · Report a code error (signed in)

Reproductions: reports from readers who ran the authors' code and did not get the paper's result, what they ran, with which environment, commit and data.

Report a reproduction failure (signed in)

Versions of its code: the releases of its code tied to a version of this paper (the preprint, the accepted manuscript, the version of record…), each with the tracing map versioned with it.

Activity: what happens around this paper: new versions of its record, its map's validation, discussions and reproductions. It opens with sign-in.