Evidence map›Paper›PMID 42557479›Full record

ArticleNature human behaviour2026

Fluctuations in arousal reflect latent state transitions that facilitate behavioural optimization.

Tiantian Li, Harrison Marble, Timothy Chen, Niloufar Razmi, Matthew R Nassar

Abstract read
In one paragraph

Article in Nature human behaviour, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Locus coeruleus-related insula activation supports implicit learning.bioRxiv : the preprint server for biology · 2025
    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

5 authors.

Tiantian Li *Department of Neuroscience, Brown University, Providence, RI, USA.ORCID http://orcid.org/0009-0004-8578-1092
Harrison Marble *Department of Neuroscience, Brown University, Providence, RI, USA.
Timothy ChenDepartment of Neuroscience, Brown University, Providence, RI, USA.
Niloufar RazmiDepartment of Neuroscience, Brown University, Providence, RI, USA.
Matthew R NassarDepartment of Neuroscience, Brown University, Providence, RI, USA. matthew_nassar@brown.edu.ORCID http://orcid.org/0000-0002-5397-535X

Funding

Representational dynamics for flexible learning in complex environmentsR01MH126971 · NIMH · BROWN UNIVERSITY · PI Matthew Nassar · 2022 to 2026
$3.0M
NIMH NIH HHS R01 MH126971U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (NIMH) R01MH126971
6 · The paper itself

Abstract

People are often faced with surprising events that defy expectations. Such events elicit transient activity in the locus coeruleus/norepinephrine system and elevation of peripheral arousal markers including pupil dilation and a late positive peak in stimulus evoked EEG response, the P300, but the function of these signals remains unclear. We propose that they reflect latent state transitions that dynamically control the mental context governing learning and perception. We tested and confirmed five preregistered predictions of this theory using EEG and pupil measurements collected from people performing a colour prediction and reproduction task. Task-induced latent state transitions elicited pupil dilation and amplified event-related potentials including the P3a component of the P300. These EEG and pupil measures related to behavioural signatures of latent state updating, including reduced bias and bidirectional adjustment of learning, both across trials and across individuals. Our findings support the theory that locus coeruleus/norepinephrine-linked arousal systems optimize behaviour by signalling environmental transitions to facilitate rapid adjustments of mental context.

Indexed as

ArousalEvent-Related Potentials, P300LearningLocus CoeruleusPupilAdultElectroencephalographyFemaleHumansMaleYoung Adult

Identifiers

PMID42557479
PMCPMC13590411

What Socratic holds

Textmetadata
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 Socratic graph.