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A visual cortex origin of trauma memory intrusions: integrated evidence from TMS and fMRI.

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Paper

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The authors' code

MATLAB · 40 lines · 1.2 KB · no license

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Overview

Authors: Jinxiao Dai1,2, Zhenjie Xu1,3, Junzhen Guo1,2, Kairui Yu1,2, Yingying Wang1,2
  1. Department of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou, China
  2. Zhejiang Key Laboratory of Neurocognitive Development and Mental Health, Zhejiang University, Hangzhou, China
  3. Laboratory of Biological Psychology, Faculty of Psychology and Educational Sciences, KU Leuven, Belgium
Institutions: Zhejiang University (China)
Journal: Psychological medicine, volume 56, article e138
Dates: received 10 November 2025; accepted 2 March 2026; published online 11 May 2026
Type: Research article · Language: English
License: CC BY-NC-SA
Identifiers: DOI 10.1017/s0033291726104309 · PMID 42112531 · PMCID PMC13161820 · OpenAlex W7160851057
Open access: hybrid, a free copy (OpenAlex)
Status: code verified
Categories: fMRI (modality), other (modality), human (organism), other condition (population), systems (subfield)
Methods: Statistics, Connectivity, fMRI & imaging, Machine learning
Keywords: fMRI, memory intrusion, post-traumatic stress disorder (PTSD), rTMS, visual cortex
MeSH: Mental Recall*, Stress Disorders, Post-Traumatic*, Transcranial Magnetic Stimulation*, Visual Cortex*, Adult, Female, Humans, Magnetic Resonance Imaging, Male, Young Adult (* major topic)
Topic: Posttraumatic Stress Disorder Research (Clinical Psychology, Psychology), according to OpenAlex
Funding: Natural Science Foundation of Zhejiang Province (LY24C090002); Fundamental Research Funds for the Central Universities (226-2024-00118); National Natural Science Foundation of China (32471092)
Citations: not cited yet (Europe PMC); 47 references in the paper

Abstract

Background: Intrusive trauma memories – vivid, distressing recollections that occur involuntarily and may feel present – is a defining symptom of post-traumatic stress disorder (PTSD). While traditional models emphasize dysregulation within limbic-prefrontal circuits, emerging evidence implicates visual sensory systems in the formation of trauma-memory intrusions. However, direct causal evidence remains lacking.

Methods: We combined functional MRI with repetitive transcranial magnetic stimulation (rTMS) to examine the causal role of visual sensory cortices in intrusive memory formation. Healthy participants underwent a trauma-film paradigm, followed by fMRI scanning during memory encoding and a post-encoding resting phase during which spontaneous intrusions were recorded. One group received 1-Hz rTMS targeting early visual cortex (V1/V2); a control group received stimulation at the Vertex. Intrusive memories were recorded over the subsequent 7 days.

Results: rTMS to V1/V2 significantly reduced the frequency, vividness, and emotional intensity of intrusive memories, while preserving recognition of episodic gist. fMRI analyses showed that intrusive episodes were associated with heightened activation and stable neural representations within the occipital visual cortex (OVC). Functional and effective connectivity analyses further revealed that the occurrence of intrusions was predicted by interactions between the middle frontal gyrus (MFG) and OVC. Dynamic causal modeling confirmed direct, bidirectional MFG-OVC interactions that coexisted with, but tracked the intrusion dynamics more closely than, the traditional prefrontal-limbic circuits.

Conclusions: These findings provide the first causal evidence for the direct involvement of the early visual cortex in trauma-memory intrusions. They highlight the visual system as a novel neuromodulation target for therapeutic intervention on PTSD.

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

Repository

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OSF e9zmw

License: none: the authors keep all their rights
State: the link answers, verified on 28 September 2026
Evidence: files inventoried
Languages: MATLAB (4), Python (1)
Size: 17 files, 5 scripts
Software Heritage: not checked
Found in: “Data availability statement”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Tools: SPM (3 files), Matplotlib (1 file), NiBabel (1 file), NumPy (1 file)
Availability: 1 check, the latest on 28 September 2026: the link answers (HTTP 200)
  • 28 September 2026: the link answers (HTTP 200)
5 files, to read at the source

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At the source: osf.io/e9zmw/

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Tracing map

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Data

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Data availability statement

Data and code are available at https://osf.io/e9zmw/.

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

Versions

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Version 1, 28 September 2026: the first record

Recorded: type, language, journal, volume, pages, dates, 5 authors, 5 keywords, 10 MeSH terms, 3 funders, 47 references.

Cite

This paper

Dai, J., Xu, Z., Guo, J., Yu, K., & Wang, Y. (2026). A visual cortex origin of trauma memory intrusions: integrated evidence from TMS and fMRI. Psychological medicine, 56, e138. https://doi.org/10.1017/s0033291726104309

BibTeX

@article{dai2026visual,
author = {Dai, Jinxiao and Xu, Zhenjie and Guo, Junzhen and Yu, Kairui and Wang, Yingying},
title = {{A visual cortex origin of trauma memory intrusions: integrated evidence from TMS and fMRI}},
journal = {Psychological medicine},
year = {2026},
month = may,
volume = {56},
pages = {e138},
publisher = {Cambridge University Press},
issn = {0033-2917},
doi = {10.1017/s0033291726104309},
url = {https://doi.org/10.1017/s0033291726104309},
pmid = {42112531},
pmcid = {PMC13161820}
}

RIS

TY - JOUR
AU - Dai, Jinxiao
AU - Xu, Zhenjie
AU - Guo, Junzhen
AU - Yu, Kairui
AU - Wang, Yingying
TI - A visual cortex origin of trauma memory intrusions: integrated evidence from TMS and fMRI
T2 - Psychological medicine
J2 - Psychol Med
PY - 2026
DA - 2026/05/11
VL - 56
SP - e138
SN - 0033-2917
PB - Cambridge University Press
DO - 10.1017/s0033291726104309
UR - https://doi.org/10.1017/s0033291726104309
LA - en
ER -

CSL-JSON

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