OSCR

Inhibition/excitation balance is associated with functional connectivity during cognitive flexibility performance.

Overview

Authors: Geraldine Rodríguez-Nieto1,2,3, Mark Mikkelsen4, Stephan P Swinnen1,2
  1. Movement Control and Neuroplasticity Research Group, Biomedical Sciences, KU Leuven, Leuven 3001, Belgium
  2. KU Leuven Brain Institute, KU Leuven, Leuven 3000, Belgium
  3. Rehabilitation Research Institute (REVAL), University of Hasselt, Diepenbeek 3500, Belgium
  4. Department of Radiology, Weill Cornell Medicine, New York, NY, USA
Journal: Brain communications, volume 8, issue 5, article fcag319
Dates: received 20 November 2025; accepted 3 August 2026; published online 28 September 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1093/braincomms/fcag319 · PMID 42802878 · PMCID PMC13616520
Status: data only
Categories: fMRI (modality), human (organism), cognitive (subfield)
Methods: Connectivity, fMRI & imaging
Keywords: GABA, glutamate, functional connectivity, cognitive flexibility, ageing
Citations: not cited yet (Europe PMC); 59 references in the paper
Research resources: precuneus) from the Harvard-Oxford atlas RRID:SCR_001476

Abstract

The primary excitatory and inhibitory neurotransmitters, glutamate and GABA, regulate neural communication. In this cross-sectional study, we investigated whether the large-scale functional connectivity of two important brain hubs, the inferior frontal cortex and the inferior parietal lobe, is associated with changes in the GABA/Glx (glutamate + glutamine) balance in the in vivo human brain during a cognitive flexibility task. Furthermore, we explored age differences in this relationship, given the alterations in neurotransmitter levels and in cognitive flexibility performance in older adults. Forty young (18–35 years; 26 females) and forty older (60–85 years; 21 females) adults participated. The MRI protocol included functional MRI and baseline and task-related magnetic resonance spectroscopy. Results showed that task-induced modulation of GABA+/Glx is associated with functional connectivity from the inferior frontal cortex and inferior parietal lobe during cognitive flexibility performance. In particular, young adults showed stronger functional connectivity associated with increased inhibitory tone in the inferior frontal cortex than older adults, whereas the pattern was reversed in the inferior parietal lobe. In addition, whereas the connectivity between the left inferior parietal lobe and the bilateral putamen in young adults predicted better cognitive flexibility (left putamen: r = 0.41, P = 0.05; right putamen: r = 0.51 P = 0.01; controlling for GABA modulation), this relationship had an opposite direction in older adults (left putamen: r = −0.33, P = 0.05; right putamen: r = −0.31 P = 0.01; controlling for GABA modulation). In sum, these results show that neurometabolic dynamics and functional connectivity underlying cognitive flexibility undergo substantial changes during ageing.

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

Code

The paper links to its data, not to its authors' code: see 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

Data availability

The dataset used for the present study can be found in the OSF repository: https://osf.io/t8dzn/overview?view_only=9cf0a6744ed04ca597146fa730bc37c4

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, 28 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 3 authors, 5 keywords, 6 funders, 0 references, 1 RRID.

Cite

This paper

Rodríguez-Nieto, G., Mikkelsen, M., & Swinnen, S. P. (2026). Inhibition/excitation balance is associated with functional connectivity during cognitive flexibility performance. Brain communications, 8(5), fcag319. https://doi.org/10.1093/braincomms/fcag319

BibTeX

@article{rodrigueznieto2026inhibition,
author = {Rodríguez-Nieto, Geraldine and Mikkelsen, Mark and Swinnen, Stephan P},
title = {{Inhibition/excitation balance is associated with functional connectivity during cognitive flexibility performance}},
journal = {Brain communications},
year = {2026},
month = sep,
volume = {8},
number = {5},
pages = {fcag319},
publisher = {Oxford University Press},
issn = {2632-1297},
doi = {10.1093/braincomms/fcag319},
url = {https://doi.org/10.1093/braincomms/fcag319},
pmid = {42802878},
pmcid = {PMC13616520}
}

RIS

TY - JOUR
AU - Rodríguez-Nieto, Geraldine
AU - Mikkelsen, Mark
AU - Swinnen, Stephan P
TI - Inhibition/excitation balance is associated with functional connectivity during cognitive flexibility performance
T2 - Brain communications
J2 - Brain Commun
PY - 2026
DA - 2026/09/28
VL - 8
IS - 5
SP - fcag319
SN - 2632-1297
PB - Oxford University Press
DO - 10.1093/braincomms/fcag319
UR - https://doi.org/10.1093/braincomms/fcag319
LA - en
ER -

CSL-JSON

{
"id": "10.1093/braincomms/fcag319",
"type": "article-journal",
"title": "Inhibition/excitation balance is associated with functional connectivity during cognitive flexibility performance",
"container-title": "Brain communications",
"author": [
{
"family": "Rodríguez-Nieto",
"given": "Geraldine"
},
{
"family": "Mikkelsen",
"given": "Mark"
},
{
"family": "Swinnen",
"given": "Stephan P"
}
],
"container-title-short": "Brain Commun",
"volume": "8",
"issue": "5",
"page": "fcag319",
"DOI": "10.1093/braincomms/fcag319",
"PMID": "42802878",
"PMCID": "PMC13616520",
"ISSN": "2632-1297",
"publisher": "Oxford University Press",
"URL": "https://doi.org/10.1093/braincomms/fcag319",
"language": "en",
"issued": {
"date-parts": [
[
2026,
9,
28
]
]
}
}

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:10.1002/mrm.70380 [code]
The Impact and Reliability of Tissue Segmentation on In Vivo Magnetic Resonance Spectroscopy Metabolite Quantification.
Journal: Magnetic resonance in medicine
In common: author Mark Mikkelsen

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.