OSCR

Pupil Constriction Causes Activity in the Human Retina and Visual System.

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, not stored by OSCR: doi.org · Europe PMC

The paper is loaded when this pane is shown.

The authors' code

Python · 624 lines · 23 KB · no license

This file is not shown here: its repository has no license, so its authors keep all their rights to it. Your browser cannot show it from its source either: OSF does not let the page of another site read its files.

It can be read at the source: analyze.py.

Overview

  1. Department of Psychology, University of Groningen, Groningen, the Netherlands
  2. Faculty of Science and Engineering, University of Groningen, Groningen, the Netherlands
Institutions: University of Groningen (Netherlands)
Journal: Psychophysiology, volume 63, issue 7, article e70362
Dates: received 6 May 2026; accepted 15 July 2026; published online 22 July 2026; in print July 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1111/psyp.70362 · PMID 42487203 · PMCID PMC13392059 · OpenAlex W7170147802
Open access: hybrid, a free copy (OpenAlex)
Status: code verified
Categories: EEG (modality), human (organism)
Methods: Spectral & time-frequency, Connectivity, Preprocessing, Physiology & signal measures
MeSH: Pupil*, Retina*, Visual Cortex*, Visual Perception*, Adult, Electroencephalography, Female, Humans, Male, Photic Stimulation, Reflex, Pupillary, Young Adult (* major topic)
Topic: Retinal Development and Disorders (Molecular Biology, Biochemistry, Genetics and Molecular Biology), according to OpenAlex
Funding: Dutch Research Council (NWO) (VI.Vidi.191.045); The Dutch Organization for Scientific Research (NWO) (VI.Vidi.191.045)
Citations: not cited yet (Europe PMC); 45 references in the paper

Abstract

Pupil responses shape the earliest stages of visual perception by regulating the amount of light that enters the eye. How this affects visual processing is still poorly understood. Here we present evidence that pupil constriction causes activity in the human retina and visual system, independently of visual stimulation. Healthy human participants (N = 119) viewed brief visual stimuli (light increments or decrements) while pupil size, retinal activity (electroretinogram), and brain activity (electroencephalogram) were recorded. As expected, visual stimulation triggered an initial burst of retinal activity followed by pupil constriction (the pupil light response). Importantly, we used trial‐to‐trial variability in constriction latency to reveal a previously unknown retinal response that is locked to pupil constriction, rather than to visual stimulation. Presumably, and in line with similar findings in mice, this constriction‐locked retinal activity is a response to the sudden decrease in retinal light exposure that accompanies pupil constriction (although a contribution of iris muscle activity is not conclusively ruled out). A similar constriction‐locked response emerged later over visual cortex. Given these findings, an important open question is how the visual system maintains brightness constancy despite pupil‐induced retinal and cortical activity.

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

Repository

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

OSF 2u6jv

License: none: the authors keep all their rights
State: the link answers, verified on 27 September 2026
Evidence: files inventoried
Languages: Python (3)
Size: 14 files, 3 scripts
Software Heritage: not checked
Found in: “Data Availability Statement”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Tools: Matplotlib (3 files), NumPy (3 files), SciPy (2 files), MNE-Python (1 file), seaborn (1 file)
Availability: 1 check, the latest on 27 September 2026: the link answers (HTTP 200)
  • 27 September 2026: the link answers (HTTP 200)
3 files, to read at the source

This repository has no license: its authors keep all rights. Read it at the source.

At the source: osf.io/2u6jv/

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;
  • 3 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

No dataset and no data link were found in the paper.

Data Availability Statement

All data, experimental materials, analysis scripts, and Supporting Information are available from https://osf.io/2u6jv/.

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 2, 28 September 2026

  • Publisher: — → Wiley

Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 6 authors, 12 MeSH terms, 2 funders, 45 references.

Cite

This paper

Mathôt, S., Dimigen, O., Karsilar, H., Ruuskanen, V., Weiden, D., & Vilotijević, A. (2026). Pupil Constriction Causes Activity in the Human Retina and Visual System. Psychophysiology, 63(7), e70362. https://doi.org/10.1111/psyp.70362

BibTeX

@article{mathot2026pupil,
author = {Mathôt, Sebastiaan and Dimigen, Olaf and Karsilar, Hakan and Ruuskanen, Veera and Weiden, Daria and Vilotijević, Ana},
title = {{Pupil Constriction Causes Activity in the Human Retina and Visual System}},
journal = {Psychophysiology},
year = {2026},
month = jul,
volume = {63},
number = {7},
pages = {e70362},
publisher = {Wiley},
issn = {0048-5772},
doi = {10.1111/psyp.70362},
url = {https://doi.org/10.1111/psyp.70362},
pmid = {42487203},
pmcid = {PMC13392059}
}

RIS

TY - JOUR
AU - Mathôt, Sebastiaan
AU - Dimigen, Olaf
AU - Karsilar, Hakan
AU - Ruuskanen, Veera
AU - Weiden, Daria
AU - Vilotijević, Ana
TI - Pupil Constriction Causes Activity in the Human Retina and Visual System
T2 - Psychophysiology
J2 - Psychophysiology
PY - 2026
DA - 2026/07/01
VL - 63
IS - 7
SP - e70362
SN - 0048-5772
PB - Wiley
DO - 10.1111/psyp.70362
UR - https://doi.org/10.1111/psyp.70362
LA - en
ER -

CSL-JSON

{
"id": "10.1111/psyp.70362",
"type": "article-journal",
"title": "Pupil Constriction Causes Activity in the Human Retina and Visual System",
"container-title": "Psychophysiology",
"author": [
{
"family": "Mathôt",
"given": "Sebastiaan"
},
{
"family": "Dimigen",
"given": "Olaf"
},
{
"family": "Karsilar",
"given": "Hakan"
},
{
"family": "Ruuskanen",
"given": "Veera"
},
{
"family": "Weiden",
"given": "Daria"
},
{
"family": "Vilotijević",
"given": "Ana"
}
],
"container-title-short": "Psychophysiology",
"volume": "63",
"issue": "7",
"page": "e70362",
"DOI": "10.1111/psyp.70362",
"PMID": "42487203",
"PMCID": "PMC13392059",
"ISSN": "0048-5772",
"publisher": "Wiley",
"URL": "https://doi.org/10.1111/psyp.70362",
"language": "en",
"issued": {
"date-parts": [
[
2026,
7,
1
]
]
}
}

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:10.1162/imag.a.1321 [code]
Phase similarity between similar objects indicates representational merging across retrieval training but not sleep.
Journal: Imaging neuroscience (Cambridge, Mass.)
In common: MNE-Python, seaborn, SciPy, 2 other tools, EEG, 3 references
[2] doi:10.1097/j.pain.0000000000004044 [code]
No effect of rhythmic visual stimulation on experimental pain perception.
Journal: Pain
In common: MNE-Python, seaborn, SciPy, 2 other tools, EEG, 3 references
[3] doi:10.3758/s13428-026-02997-z [code]
PyLossless: A non-destructive EEG processing pipeline.
Journal: Behavior research methods
In common: MNE-Python, SciPy, NumPy, EEG, 4 references
[4] doi:10.1371/journal.pone.0354510 [code]
Personalized adaptive virtual reality experience driven by electroencephalography-based pain recognition.
Journal: PloS one
In common: MNE-Python, seaborn, Matplotlib, 1 other tool, EEG, 3 references
[5] doi:10.1038/s41597-025-05174-7 [code]
A large-scale MEG and EEG dataset for object recognition in naturalistic scenes
Journal: —
In common: MNE-Python, seaborn, SciPy, 2 other tools, EEG, 2 references
[6] doi:10.1371/journal.pcbi.1014302 [code]
Trial-level sequence modeling reveals hidden dynamics of dual-task interference.
Journal: PLoS computational biology
In common: MNE-Python, seaborn, SciPy, 2 other tools, EEG, 2 references
[7] doi:10.1002/hbm.70368 [code]
The Mismatch Negativity Compared: EEG, SQUID‐MEG, and Novel 4 Helium‐OPMs
Journal: —
In common: MNE-Python, seaborn, SciPy, 2 other tools, EEG, 2 references
[8] doi:10.1186/s11689-026-09706-z [code]
Neural oscillatory dynamics reveal altered top-down and integrative mechanisms during face processing in autistic children and unaffected siblings of autistic children.
Journal: Journal of neurodevelopmental disorders
In common: MNE-Python, seaborn, SciPy, 2 other tools, EEG, 2 references
[9] doi:10.3758/s13428-026-03034-9 [code]
Advantages and artifacts of high-speed OLED monitors for vision, eye-tracking, and EEG research.
Journal: Behavior research methods
In common: Matplotlib, NumPy, EEG, author Olaf Dimigen
[10] doi:10.7554/elife.108023 [code]
Challenges in replay detection by TDLM in post-encoding resting state.
Journal: eLife
In common: MNE-Python, seaborn, SciPy, 2 other tools, 2 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.

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: questions and error reports about this paper and its code, from signed-in readers and its authors. It opens with sign-in.

Reproductions: reports from readers who ran the authors' code: what they reproduced, with which environment, commit and data. It opens with sign-in.

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