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Aberrant prefrontal activity and arousal level correlate with action initiation and response vigor in rats.

Overview

Authors: Frederike J Klein1,2,3, Dmitrii Vasilev1,2,3,4, Ryo Iwai4, Masataka Watanabe4,5, Nelson K Totah1,2,3,4
ORCID iDs: Nelson K Totah
  1. Helsinki Institute of Life Science (HiLIFE), University of Helsinki, 00014 Helsinki, Finland
  2. Faculty of Pharmacy, University of Helsinki, 00014 Helsinki, Finland
  3. Neuroscience Center, University of Helsinki, 00014 Helsinki, Finland
  4. Department of Physiology of Cognitive Processes, Max Planck Institute for Biological Cybernetics, 72076 Tübingen, Germany
  5. Department of Systems Innovation, School of Engineering, The University of Tokyo, Tokyo 113-8654, Japan
Journal: iScience, volume 29, issue 6, article 115804
Dates: received 28 April 2025; accepted 15 April 2026; published online 20 April 2026
Type: Research article · Language: English
License: CC BY-NC
Identifiers: DOI 10.1016/j.isci.2026.115804 · PMID 42211116 · PMCID PMC13214537 · OpenAlex W7155009844
Open access: gold, a free copy (OpenAlex)
Status: code verified
Categories: rat (organism)
Methods: Statistics, Preprocessing, Single-unit activity, calcium imaging, Physiology & signal measures
Keywords: Natural sciences, Biological sciences, Neuroscience, Systems neuroscience
Topic: Neurotransmitter Receptor Influence on Behavior (Cellular and Molecular Neuroscience, Neuroscience), according to OpenAlex
Funding: Sigrid Jusélius Foundation; University of Helsinki Helsinki Institute of Life Sciences; Max Planck Society; Research Council of Finland (358106); Helsingin Yliopisto
Citations: not cited yet (Europe PMC); 38 references in the paper

Abstract

Orchestrating learned stimulus-response (S-R) mappings is a central function of the prefrontal cortex (PFC), as evidenced by S-R selective neuronal activity during correct task performance. During errors, the “wrong” neurons are aberrantly activated. While movement vigor has been related to basal ganglia neural activity, the neural correlates linking S-R mappings to vigor remain elusive. We trained male rats to perform a head-fixed Go/NoGo task on a treadmill, enabling the recording of PFC single-unit spiking and running speed. Aberrant activation of the “wrong” S-R mapping predicts the initiation of incorrect responses, and the vigor of those responses scales with the strength of the aberrant stimulus-evoked activity. We show that such responses occur in the context of heightened arousal, addressing a classic but under-tested hypothesis linking arousal to vigor. These findings directly relate S-R mappings to response vigor and show how arousal is co-modulated with this relationship.

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

Code

No file of the authors' code could be read here: it is described below, and read at its source.

etsin.fairdata.fi

License: none: the authors keep all their rights
State: the link answers, verified on 29 September 2026
Evidence: the link answers
Software Heritage: not checked
Found in: “Data and code availability”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 29 September 2026: the link answers (HTTP 200)
  • 29 September 2026: the link answers (HTTP 200)
At the source: etsin.fairdata.fi/

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

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

Data and code availability

Behavior, treadmill velocity, pupillometry, single unit spiking data, and code used to perform the analyses and visualize the results have been deposited at https://etsin.fairdata.fi/ and are publicly available as of the date of publication. Etsin Data: https://doi.org/10.23729/fd-fde5397b-d01f-368a-9be1-a750d5f4d589.

Any additional information required to reanalyze the data reported in this paper is available from the lead contact upon request.

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, 29 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 5 authors, 4 keywords, 5 funders, 38 references.

Cite

This paper

Klein, F. J., Vasilev, D., Iwai, R., Watanabe, M., & Totah, N. K. (2026). Aberrant prefrontal activity and arousal level correlate with action initiation and response vigor in rats. iScience, 29(6), 115804. https://doi.org/10.1016/j.isci.2026.115804

BibTeX

@article{klein2026aberrant,
author = {Klein, Frederike J and Vasilev, Dmitrii and Iwai, Ryo and Watanabe, Masataka and Totah, Nelson K},
title = {{Aberrant prefrontal activity and arousal level correlate with action initiation and response vigor in rats}},
journal = {iScience},
year = {2026},
month = apr,
volume = {29},
number = {6},
pages = {115804},
publisher = {Elsevier},
issn = {2589-0042},
doi = {10.1016/j.isci.2026.115804},
url = {https://doi.org/10.1016/j.isci.2026.115804},
pmid = {42211116},
pmcid = {PMC13214537}
}

RIS

TY - JOUR
AU - Klein, Frederike J
AU - Vasilev, Dmitrii
AU - Iwai, Ryo
AU - Watanabe, Masataka
AU - Totah, Nelson K
TI - Aberrant prefrontal activity and arousal level correlate with action initiation and response vigor in rats
T2 - iScience
J2 - iScience
PY - 2026
DA - 2026/04/20
VL - 29
IS - 6
SP - 115804
SN - 2589-0042
PB - Elsevier
DO - 10.1016/j.isci.2026.115804
UR - https://doi.org/10.1016/j.isci.2026.115804
LA - en
ER -

CSL-JSON

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

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