Evidence map›Paper›PMID 38277436›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2024

A disinhibitory circuit mechanism explains a general principle of peak performance during mid-level arousal.

Lola Beerendonk, Jorge F Mejías, Stijn A Nuiten, Jan Willem de Gee, Johannes J Fahrenfort, Simon van Gaal

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
33citing papers in PubMed, 2 pooled it
–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

33 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Evidence for domain-general arousal from semantic and neuroimaging meta-analyses reconciles opposing views on arousal.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Pooled it
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  5. Neural and autonomic predictors of future listening errors.bioRxiv : the preprint server for biology · 2026
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  11. Confidence in naturalistic decision making.Neuroscience of consciousness · 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

6 authors.

Lola Beerendonk *Research Priority Area Brain and Cognition, University of Amsterdam, Amsterdam 1001NK, The Netherlands.ORCID 0000-0002-4095-5122
Jorge F Mejías *Research Priority Area Brain and Cognition, University of Amsterdam, Amsterdam 1001NK, The Netherlands.ORCID 0000-0002-8096-4891
Stijn A NuitenResearch Priority Area Brain and Cognition, University of Amsterdam, Amsterdam 1001NK, The Netherlands.
Jan Willem de GeeResearch Priority Area Brain and Cognition, University of Amsterdam, Amsterdam 1001NK, The Netherlands.ORCID 0000-0002-5875-8282
Johannes J FahrenfortInstitute for Brain and Behavior Amsterdam, Vrije Universiteit Amsterdam, Amsterdam 1081HV, The Netherlands.ORCID 0000-0002-9025-3436
Simon van GaalResearch Priority Area Brain and Cognition, University of Amsterdam, Amsterdam 1001NK, The Netherlands.ORCID 0000-0001-6628-4534

Funding

EC | European Research Council (ERC) 715605Nederlandse Organisatie voor Wetenschappelijk Onderzoek (NWO) 406.17.531
6 · The paper itself

Abstract

Perceptual decision-making is highly dependent on the momentary arousal state of the brain, which fluctuates over time on a scale of hours, minutes, and even seconds. The textbook relationship between momentary arousal and task performance is captured by an inverted U-shape, as put forward in the Yerkes-Dodson law. This law suggests optimal performance at moderate levels of arousal and impaired performance at low or high arousal levels. However, despite its popularity, the evidence for this relationship in humans is mixed at best. Here, we use pupil-indexed arousal and performance data from various perceptual decision-making tasks to provide converging evidence for the inverted U-shaped relationship between spontaneous arousal fluctuations and performance across different decision types (discrimination, detection) and sensory modalities (visual, auditory). To further understand this relationship, we built a neurobiologically plausible mechanistic model and show that it is possible to reproduce our findings by incorporating two types of interneurons that are both modulated by an arousal signal. The model architecture produces two dynamical regimes under the influence of arousal: one regime in which performance increases with arousal and another regime in which performance decreases with arousal, together forming an inverted U-shaped arousal-performance relationship. We conclude that the inverted U-shaped arousal-performance relationship is a general and robust property of sensory processing. It might be brought about by the influence of arousal on two types of interneurons that together act as a disinhibitory pathway for the neural populations that encode the available sensory evidence used for the decision.

Indexed as

ArousalBrainHumansPupilSensationTask Performance and Analysiscomputational modelingdecision-makingspontaneous arousaltask performance

Identifiers

PMID38277436
PMCPMC10835062

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.