Evidence map›Paper›PMID 35133276›Full record

ArticleeLife2022

Coupling of pupil- and neuronal population dynamics reveals diverse influences of arousal on cortical processing.

Thomas Pfeffer, Christian Keitel, Daniel S Kluger, Anne Keitel, Alena Russmann, Gregor Thut, Tobias H Donner, Joachim Gross

Open access · goldAbstract readMulticenter Study
In one paragraph

Article in eLife, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 57 papers.

0numbers the graph read from it
0cells of the map it votes in
57citing papers in PubMed
11.0field-weighted citation impact, top 1% of its field
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

57 citing papers in PubMed, 104 citations in OpenAlex.

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  8. Cortical synchrony is reduced in Alzheimer's disease and relates to arousal state.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
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  17. The Contribution of the Locus Ceruleus-Norepinephrine System to the Coupling between Pupil-Linked Arousal and Cortical State.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026
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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

8 authors at 5 institutions in 4 countries.

Thomas Pfeffer *Universitat Pompeu Fabra, Center for Brain and Cognition, Computational Neuroscience Group, Barcelona, Spain.ORCID https://orcid.org/0000-0001-9561-3085
Christian Keitel *University of Stirling, Psychology, Stirling, United Kingdom.ORCID https://orcid.org/0000-0003-2597-5499
Daniel S KlugerInstitute for Biomagnetism and Biosignal Analysis, University of Münster, Malmedyweg, Muenster, Germany.ORCID https://orcid.org/0000-0002-0691-794X
Anne KeitelUniversity of Dundee, Psychology, Dundee, United Kingdom.ORCID https://orcid.org/0000-0003-4498-0146
Alena RussmannUniversity Medical Center Hamburg-Eppendorf, Department of Neurophysiology and Pathophysiology, Hamburg, Germany.
Gregor ThutCentre for Cognitive Neuroimaging, Institute of Neuroscience and Psychology, University of Glasgow, Glasgow, United Kingdom.
Tobias H Donner *University Medical Center Hamburg-Eppendorf, Department of Neurophysiology and Pathophysiology, Hamburg, Germany.ORCID https://orcid.org/0000-0002-7559-6019
Joachim Gross *Centre for Cognitive Neuroimaging, Institute of Neuroscience and Psychology, University of Glasgow, Glasgow, United Kingdom.ORCID https://orcid.org/0000-0002-3994-1006
Universität Hamburg · DEWellcome Centre for Human Neuroimaging · GBUniversity of Dundee · GBUniversity of Münster · DEUniversity of Stirling · GB

Funding

Biotechnology and Biological Sciences Research Council BB/R506576/1Medical Research Council MR/W02912X/1Wellcome TrustWellcome Trust 098433Wellcome Trust 98434
6 · The paper itself

Abstract

Fluctuations in arousal, controlled by subcortical neuromodulatory systems, continuously shape cortical state, with profound consequences for information processing. Yet, how arousal signals influence cortical population activity in detail has so far only been characterized for a few selected brain regions. Traditional accounts conceptualize arousal as a homogeneous modulator of neural population activity across the cerebral cortex. Recent insights, however, point to a higher specificity of arousal effects on different components of neural activity and across cortical regions. Here, we provide a comprehensive account of the relationships between fluctuations in arousal and neuronal population activity across the human brain. Exploiting the established link between pupil size and central arousal systems, we performed concurrent magnetoencephalographic (MEG) and pupillographic recordings in a large number of participants, pooled across three laboratories. We found a cascade of effects relative to the peak timing of spontaneous pupil dilations: Decreases in low-frequency (2-8 Hz) activity in temporal and lateral frontal cortex, followed by increased high-frequency (>64 Hz) activity in mid-frontal regions, followed by monotonic and inverted U relationships with intermediate frequency-range activity (8-32 Hz) in occipito-parietal regions. Pupil-linked arousal also coincided with widespread changes in the structure of the aperiodic component of cortical population activity, indicative of changes in the excitation-inhibition balance in underlying microcircuits. Our results provide a novel basis for studying the arousal modulation of cognitive computations in cortical circuits.

Indexed as

AdultArousalBrainCerebral CortexCognitionFemaleHumansMagnetoencephalographyMaleNeuronsPupilacetylcholinearousalcortical statehumanlocus coeruleusneurosciencenoradrenalinepupil

Identifiers

PMID35133276
PMCPMC8853659
OpenAlexW4221030443

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.