Evidence map›Paper›PMID 38036743›Full record

ArticleNature neuroscience2024

Rapid fluctuations in functional connectivity of cortical networks encode spontaneous behavior.

Hadas Benisty, Daniel Barson, Andrew H Moberly, Sweyta Lohani, Lan Tang, Ronald R Coifman, Michael C Crair, Gal Mishne, Jessica A Cardin, Michael J Higley

Abstract read
In one paragraph

Article in Nature neuroscience, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers.

0numbers the graph read from it
0cells of the map it votes in
44citing 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

44 citing papers in PubMed.

  1. Article
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  4. Review
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  6. Spatiotemporally dynamic noradrenergic regulation of cortical networks.bioRxiv : the preprint server for biology · 2026
    Article
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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

10 authors.

Hadas Benisty *Department of Neuroscience, Kavli Institute for Neuroscience, Yale University School of Medicine, New Haven, CT, USA.ORCID http://orcid.org/0000-0001-6308-2267
Daniel Barson *Department of Neuroscience, Kavli Institute for Neuroscience, Yale University School of Medicine, New Haven, CT, USA.ORCID http://orcid.org/0000-0002-4063-4978
Andrew H MoberlyDepartment of Neuroscience, Kavli Institute for Neuroscience, Yale University School of Medicine, New Haven, CT, USA.
Sweyta LohaniDepartment of Neuroscience, Kavli Institute for Neuroscience, Yale University School of Medicine, New Haven, CT, USA.
Lan TangDepartment of Neuroscience, Kavli Institute for Neuroscience, Yale University School of Medicine, New Haven, CT, USA.
Ronald R CoifmanProgram in Applied Mathematics, Yale University, New Haven, CT, USA.
Michael C CrairDepartment of Neuroscience, Kavli Institute for Neuroscience, Yale University School of Medicine, New Haven, CT, USA.ORCID http://orcid.org/0000-0001-6469-2550
Gal MishneHalıcıoğlu Data Science Institute, University of California, San Diego, La Jolla, CA, USA.ORCID http://orcid.org/0000-0002-5287-3626
Jessica A CardinDepartment of Neuroscience, Kavli Institute for Neuroscience, Yale University School of Medicine, New Haven, CT, USA.ORCID http://orcid.org/0000-0002-8209-5466
Michael J HigleyDepartment of Neuroscience, Kavli Institute for Neuroscience, Yale University School of Medicine, New Haven, CT, USA. michael.higley@yale.edu.ORCID http://orcid.org/0000-0002-5424-6730

Funding

MEDICAL SCIENTIST TRAINING PROGRAMT32GM007205 · NIGMS · YALE UNIVERSITY · PI KAZMIERCZAK, BARBARA I · 1985 to 2019
$42.9M
Yale Core Grant for Vision ResearchP30EY026878 · NEI · YALE UNIVERSITY · PI Jonathan B Demb · 2016 to 2026
$7.1M
Bridging cellular and systems neuroscience: synaptic dynamics underlying behaviorDP1EY033975 · NEI · YALE UNIVERSITY · PI HIGLEY, MICHAEL JAMES · 2021 to 2025
$5.9M
Cellular mechanisms of GABAergic inhibition in neocortical dendritesR01MH099045 · NIMH · YALE UNIVERSITY · PI Michael James Higley · 2012 to 2026
$5.7M
NEUROBIOLOGY OF CORTICAL SYSTEMST32NS007224 · NINDS · YALE UNIVERSITY · PI CARDIN, JESSICA A · 1985 to 2025
$4.6M
Inhibitory regulation of cortical visual processingR01EY022951 · NEI · YALE UNIVERSITY · PI CARDIN, JESSICA A · 2013 to 2025
$4.0M
Role of GABAergic interneurons in developmental dysregulation of cortical functionR01MH113852 · NIMH · YALE UNIVERSITY · PI CARDIN, JESSICA A, HIGLEY, MICHAEL JAMES · 2017 to 2021
$2.1M
Data-driven analysis for neuronal dynamic modelingR01EB026936 · NIBIB · YALE UNIVERSITY · PI MISHNE, GAL · 2018 to 2020
$1.1M
Cellular mechanisms of GABAergic inhibition in neocortical dendritesR56MH099045 · NIMH · YALE UNIVERSITY · PI HIGLEY, MICHAEL JAMES · 2024 to 2024
$606k
Behavior-dependent classification of neocortical cell typesR21MH121841 · NIMH · YALE UNIVERSITY · PI HIGLEY, MICHAEL JAMES · 2020 to 2021
$461k
The role of corticostriatal circuits in visually-guided behaviorF32EY031133 · NEI · YALE UNIVERSITY · PI MOBERLY, ANDREW · 2020 to 2022
$201k
Developmental participation of VIP interneurons in cortical dynamicsF30EY029581 · NEI · YALE UNIVERSITY · PI BARSON, DANIEL · 2018 to 2019
$58k
NEI NIH HHS DP1 EY033975NEI NIH HHS F30 EY029581NEI NIH HHS F32 EY031133NEI NIH HHS P30 EY026878NEI NIH HHS R01 EY022951NIBIB NIH HHS R01 EB026936NIGMS NIH HHS T32 GM007205NIMH NIH HHS R01 MH099045NIMH NIH HHS R01 MH113852NIMH NIH HHS R21 MH121841NIMH NIH HHS R56 MH099045NINDS NIH HHS T32 NS007224
6 · The paper itself

Abstract

Experimental work across species has demonstrated that spontaneously generated behaviors are robustly coupled to variations in neural activity within the cerebral cortex. Functional magnetic resonance imaging data suggest that temporal correlations in cortical networks vary across distinct behavioral states, providing for the dynamic reorganization of patterned activity. However, these data generally lack the temporal resolution to establish links between cortical signals and the continuously varying fluctuations in spontaneous behavior observed in awake animals. Here, we used wide-field mesoscopic calcium imaging to monitor cortical dynamics in awake mice and developed an approach to quantify rapidly time-varying functional connectivity. We show that spontaneous behaviors are represented by fast changes in both the magnitude and correlational structure of cortical network activity. Combining mesoscopic imaging with simultaneous cellular-resolution two-photon microscopy demonstrated that correlations among neighboring neurons and between local and large-scale networks also encode behavior. Finally, the dynamic functional connectivity of mesoscale signals revealed subnetworks not predicted by traditional anatomical atlas-based parcellation of the cortex. These results provide new insights into how behavioral information is represented across the neocortex and demonstrate an analytical framework for investigating time-varying functional connectivity in neural networks.

Indexed as

NeocortexNeuronsAnimalsBrain MappingMagnetic Resonance ImagingMiceNeural PathwaysWakefulness

Identifiers

PMID38036743
PMCPMC11316935

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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.