Evidence map›Paper›PMID 28383284›Full record

ArticleeLife2017

Dynamic modulation of decision biases by brainstem arousal systems.

Jan Willem de Gee, Olympia Colizoli, Niels A Kloosterman, Tomas Knapen, Sander Nieuwenhuis, Tobias H Donner

Abstract read
In one paragraph

Article in eLife, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 171 papers.

0numbers the graph read from it
0cells of the map it votes in
171citing 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

171 citing papers in PubMed.

  1. Distinct Roles of Dopamine and Noradrenaline in Incidental Memory.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2019
    Trial
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  6. Modality-general sensitivity of pupil responses to regularity violations.Cognitive, affective & behavioral neuroscience · 2026
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  8. Review
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  16. Most Ventral Pallidal Cholinergic Neurons Are Bursting Basal Forebrain Cholinergic Neurons with Mesocorticolimbic Connectivity.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026
    Article
  17. Pupil dilation as a marker of attention/effort in aging and mild cognitive impairment.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
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  18. Article
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  20. Cortex-wide Dynamics of Internal Decisions About Behavioral Context.bioRxiv : the preprint server for biology · 2026
    Article

111 more citing papers are in PubMed but not listed here.

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.

Jan Willem de GeeDepartment of Neurophysiology and Pathophysiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.ORCID 0000-0002-5875-8282
Olympia ColizoliDepartment of Neurophysiology and Pathophysiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.ORCID 0000-0001-5288-2437
Niels A KloostermanDepartment of Psychology, University of Amsterdam, Amsterdam, The Netherlands.ORCID 0000-0002-1134-7996
Tomas KnapenDepartment of Experimental and Applied Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.ORCID 0000-0001-5863-8689
Sander NieuwenhuisInstitute of Psychology, Leiden University, Leiden, The Netherlands.ORCID 0000-0003-2418-3879
Tobias H DonnerDepartment of Neurophysiology and Pathophysiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.ORCID 0000-0002-7559-6019

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Decision-makers often arrive at different choices when faced with repeated presentations of the same evidence. Variability of behavior is commonly attributed to noise in the brain's decision-making machinery. We hypothesized that phasic responses of brainstem arousal systems are a significant source of this variability. We tracked pupil responses (a proxy of phasic arousal) during sensory-motor decisions in humans, across different sensory modalities and task protocols. Large pupil responses generally predicted a reduction in decision bias. Using fMRI, we showed that the pupil-linked bias reduction was (i) accompanied by a modulation of choice-encoding pattern signals in parietal and prefrontal cortex and (ii) predicted by phasic, pupil-linked responses of a number of neuromodulatory brainstem centers involved in the control of cortical arousal state, including the noradrenergic locus coeruleus. We conclude that phasic arousal suppresses decision bias on a trial-by-trial basis, thus accounting for a significant component of the variability of choice behavior.

Indexed as

ArousalDecision MakingAdultBrain StemFemaleHealthy VolunteersHumansMagnetic Resonance ImagingMaleModels, NeurologicalYoung AdultAccumulator modelDecision-makingfMRIhumanLocus CoeruleusNeuromodulationneuroscienceTrial-to-trial variability

Identifiers

PMID28383284
PMCPMC5409827

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.