Pupil-linked arousal heterogeneously modulates cell-type-specific sensory processing.
Overview
- Department of Otolaryngology, University of Pittsburgh, Pittsburgh, PA, USA
- Pittsburgh Hearing Research Center, University of Pittsburgh, Pittsburgh, PA, USA
- Center for the Neural Basis of Cognition, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Neurobiology, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA
Abstract
Arousal is a ubiquitous influence on the brain. It affects membrane potentials, cortical state, and sensory encoding, yet how arousal influences distinct excitatory cell types in neocortex remains poorly understood. To test this, we combined two-photon calcium imaging and pupillometry in awake mice to examine arousal-related activity in excitatory subpopulations of auditory cortex: intratelencephalic (IT), extratelencephalic (ET), and corticothalamic (CT) neurons. We observed substantial within-group variability alongside significant cell-type–specific differences, suggesting that arousal exerts a widespread but heterogeneous influence on cortical excitatory networks. Pupil-linked arousal modulated subtypes through linear and nonlinear response motifs. ET neurons exhibited predominantly multiplicative and additive gain modulations, with enhanced response magnitude and stimulus encoding but reduced frequency selectivity. CT and layer 2/
Reproduced under the paper's license (CC BY-NC), from the paper cited above.
Code
The paper links to its data, not to its authors' code: see the Data section.
The paper's code and data availability statement is in the Data section.
Tracing map
A tracing map links a paper to the code its authors published: this paper has none, so it has no map.
Data
Datasets cited
- zenodo:18282596, at Zenodo; found in “Data, code, and materials availability:”
Data, code, and materials availability
All data and code needed to evaluate and reproduce the results in the paper are present in the paper and/
Reproduced under the paper's license (CC BY-NC), 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, 28 September 2026: the first record
Recorded: type, language, journal, volume, issue, pages, dates, 3 authors, 7 MeSH terms, 4 funders, 140 references.
Cite
This paper
Kaufman, K. J., Krall, R. F., & Williamson, R. S. (2026). Pupil-linked arousal heterogeneously modulates cell-type-specific sensory processing. Science advances, 12(14), eadz6495. https://
BibTeX
@article{kaufman2026pupi
author = {Kaufman, Keith J and Krall, Rebecca F and Williamson, Ross S},
title = {{Pupil-linked arousal heterogeneously modulates cell-type-specific sensory processing}},
journal = {Science advances},
year = {2026},
month = apr,
volume = {12},
number = {14},
pages = {eadz6495},
publisher = {American Association for the Advancement of Science},
issn = {2375-2548},
doi = {10.1126/
url = {https://
pmid = {41931609},
pmcid = {PMC13048257}
}
RIS
TY - JOUR
AU - Kaufman, Keith J
AU - Krall, Rebecca F
AU - Williamson, Ross S
TI - Pupil-linked arousal heterogeneously modulates cell-type-specific sensory processing
T2 - Science advances
J2 - Sci Adv
PY - 2026
DA - 2026/
VL - 12
IS - 14
SP - eadz6495
SN - 2375-2548
PB - American Association for the Advancement of Science
DO - 10.1126/
UR - https://
LA - en
ER -
CSL-JSON
{
"id": "10.1126/
"type": "article-journal",
"title": "Pupil-linked arousal heterogeneously modulates cell-type-specific sensory processing",
"container-title": "Science advances",
"author": [
{
"family": "Kaufman",
"given": "Keith J"
},
{
"family": "Krall",
"given": "Rebecca F"
},
{
"family": "Williamson",
"given": "Ross S"
}
],
"container-title-short":
"volume": "12",
"issue": "14",
"page": "eadz6495",
"DOI": "10.1126/
"PMID": "41931609",
"PMCID": "PMC13048257",
"ISSN": "2375-2548",
"publisher": "American Association for the Advancement of Science",
"URL": "https://
"language": "en",
"issued": {
"date-parts": [
[
2026,
4,
3
]
]
}
}
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:10.1371/journal.pbio.3003915 [code]
- Noise-invariant representations of sound emerge along the canonical cortical hierarchy.Journal: PLoS biologyIn common: mouse, 20 references, author Ross S. Williamson
- [2] doi:10.1126/sciadv.adv5652 [code]
- The anterior cingulate cortex modulates pupil-linked arousal.Journal: Science advancesIn common: systems, 15 references
- [3] doi:10.1038/s41562-026-02533-1 [code]
- Fluctuations in arousal reflect latent state transitions that facilitate behavioural optimization.Journal: Nature human behaviourIn common: 13 references
- [4] doi:10.1038/s41467-026-71725-0 [code]
- Interactions across hemispheres in prefrontal cortex reflect global cognitive processing.Journal: Nature communicationsIn common: 13 references
- [5] doi:10.1126/sciadv.aef3715
- A cortical output channel for perceptual categorization.Journal: Science advancesIn common: mouse, 8 references, author Ross S. Williamson
- [6] doi:10.1371/journal.pone.0355165 [code]
- Pupillary dynamics during hands-off L2 driving and transitions of control under high cognitive load.Journal: PloS oneIn common: 10 references
- [7] doi:10.1523/eneuro.0417-25.2026 [code]
- Learning and Motivation State Fluctuations from Motoric and Neurophysiologic Metrics during a Somatosensory Task in Mice.Journal: eNeuroIn common: mouse, 9 references
- [8] doi:10.1371/journal.pcbi.1014460 [code]
- Quantitative anatomy and biophysical modeling of ascending neuromodulatory systems in the developing rat neocortex.Journal: PLoS computational biologyIn common: 8 references
- [9] doi:10.1038/s41467-026-71667-7
- Behavioural states control binocular vision through input-specific mechanisms.Journal: Nature communicationsIn common: mouse, 8 references
- [10] doi:10.1038/s41467-026-75492-w [code]
- Place and behavioral modulation of hippocampal neurons during immobility.Journal: Nature communicationsIn common: systems, mouse, 7 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.
Claim this paper
Correct its record
Say what each link of this record is, remove the ones that are not the paper's, add the ones that are missing. The correction becomes a new version of the record, in its Versions section.
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.
