Evidence map›Paper›PMID 38843298›Full record

ArticlePLoS computational biology2024

Cholinergic modulation supports dynamic switching of resting state networks through selective DMN suppression.

Pavel Sanda, Jaroslav Hlinka, Monica van den Berg, Antonin Skoch, Maxim Bazhenov, Georgios A Keliris, Giri P Krishnan

Abstract read
In one paragraph

Article in PLoS computational biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Neuromodulation in Small Animal fMRI.Journal of magnetic resonance imaging : JMRI · 2025
    Review
  5. Charting the path in rodent functional neuroimaging.Imaging neuroscience (Cambridge, Mass.) · 2025
    Article
  6. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Pavel SandaInstitute of Computer Science of the Czech Academy of Sciences, Prague, Czech Republic.
Jaroslav HlinkaInstitute of Computer Science of the Czech Academy of Sciences, Prague, Czech Republic.
Monica van den BergBio-Imaging Lab, University of Antwerp, Antwerp, Belgium.
Antonin SkochNational Institute of Mental Health, Klecany, Czech Republic.
Maxim BazhenovDepartment of Medicine, University of California San Diego, La Jolla, California, United States of America.
Georgios A KelirisBio-Imaging Lab, University of Antwerp, Antwerp, Belgium.
Giri P KrishnanDepartment of Medicine, University of California San Diego, La Jolla, California, United States of America.ORCID 0000-0002-1128-2483

Funding

Integrated Biophysical and Neural Model of Electrical Stimulation EffectsR01NS109553 · NINDS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI BAZHENOV, MAKSIM V, HALGREN, ERIC · 2019 to 2023
$4.4M
From ion channel dynamics to human EEG and MEG: multiscale neuronal models validated by human dataRF1MH117155 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI BAZHENOV, MAKSIM V, CASH, SYDNEY S · 2018 to 2018
$3.7M
Multiscale modeling and large-scale recordings of trauma-induced epileptogenesisR01NS104368 · NINDS · SALK INSTITUTE FOR BIOLOGICAL STUDIES · PI SEJNOWSKI, TERRENCE J · 2018 to 2022
$3.1M
Role of coordinated multi-area reactivations during transitions between automatic and flexible behaviors.RF1NS132913 · NINDS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BAZHENOV, MAKSIM V, BERKE, JOSHUA D · 2023 to 2023
$3.0M
CRCNS: Neural computations underlying sequence memory consolidation in sleepR01MH125557 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI BAZHENOV, MAKSIM V · 2020 to 2024
$1.8M
NIMH NIH HHS R01 MH125557NIMH NIH HHS RF1 MH117155NINDS NIH HHS R01 NS104368NINDS NIH HHS R01 NS109553NINDS NIH HHS RF1 NS132913
6 · The paper itself

Abstract

Brain activity during the resting state is widely used to examine brain organization, cognition and alterations in disease states. While it is known that neuromodulation and the state of alertness impact resting-state activity, neural mechanisms behind such modulation of resting-state activity are unknown. In this work, we used a computational model to demonstrate that change in excitability and recurrent connections, due to cholinergic modulation, impacts resting-state activity. The results of such modulation in the model match closely with experimental work on direct cholinergic modulation of Default Mode Network (DMN) in rodents. We further extended our study to the human connectome derived from diffusion-weighted MRI. In human resting-state simulations, an increase in cholinergic input resulted in a brain-wide reduction of functional connectivity. Furthermore, selective cholinergic modulation of DMN closely captured experimentally observed transitions between the baseline resting state and states with suppressed DMN fluctuations associated with attention to external tasks. Our study thus provides insight into potential neural mechanisms for the effects of cholinergic neuromodulation on resting-state activity and its dynamics.

Indexed as

BrainConnectomeModels, NeurologicalRestAcetylcholineAdultComputational BiologyComputer SimulationDefault Mode NetworkHumansMagnetic Resonance ImagingMaleNerve NetAcetylcholine

Identifiers

PMID38843298
PMCPMC11185486

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.