Evidence map›Paper›PMID 40655002›Full record

ArticlebioRxiv : the preprint server for biology2025

Locus coeruleus-related insula activation supports implicit learning.

Martin J Dahl, Tiantian Li, Mara Mather, Markus Werkle-Bergner

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Martin J DahlCenter for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany.ORCID 0000-0003-3525-0539
Tiantian LiCenter for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany.ORCID 0009-0004-8578-1092
Mara MatherDavis School of Gerontology, University of Southern California, Los Angeles, CA, USA.ORCID 0000-0003-4331-6112
Markus Werkle-BergnerCenter for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany.ORCID 0000-0002-6399-9996

Funding

The Impact of Emotional Regulation on Cognition in AgingR01AG025340 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI MATHER, MARA · 2004 to 2021
$7.9M
Effects of Resonance-Frequency Breathing on Preclinical Alzheimer’s Disease Biomarkers and CognitionR01AG080652 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Daniel A Nation · 2023 to 2026
$3.9M
NIA NIH HHS R01 AG025340NIA NIH HHS R01 AG080652
6 · The paper itself

Abstract

The noradrenergic locus coeruleus and its neuromodulatory cortical projections are critical for adaptive behavior, yet their contributions to implicit learning in novel environments remain incompletely understood, due to challenges in non-invasive assessment. Here, we combined multimodal neuroimaging-including locus-coeruleus-sensitive structural MRI, concurrent pupillometry-fMRI, and PET-derived noradrenergic transporter maps-with repeated behavioral assessments to investigate noradrenergic contributions to implicit learning across younger and older adults (n = 77). Salient expectation-violating stimuli elicited pupil dilation, indicating enhanced neuromodulation, activated the action-mode network and deactivated the default-mode network. Pupil-linked BOLD responses suggested a functional coupling between the locus coeruleus and action-mode network, further supported by spatial overlap of activation patterns with PET-derived noradrenergic transporter maps. Locus coeruleus MRI-guided functional connectivity analyses demonstrated that locus coeruleus activity is coupled to anterior insula activation, suggesting a noradrenergic role in shifting cortical dynamics toward action-oriented processing. Behaviorally, participants implicitly learned the statistical task structure over time, as evidenced by reaction time adjustments based on stimulus probabilities. Critically, stronger locus coeruleus integrity, greater task-related anterior insula activation, and more pronounced pupil dilation were associated with enhanced implicit learning, highlighting the behavioral relevance of noradrenergic neuromodulation. Notably, noradrenergic responses and their link to learning were preserved across age groups, suggesting a robust noradrenergic role in supporting adaptive behavior throughout adulthood. These findings provide novel insights into the neuromodulatory mechanisms underlying learning and cognitive flexibility, emphasizing the pivotal role of locus coeruleus-action-mode network interactions in behavioral adaptation.

Indexed as

agingattentionimplicit learninglocus coeruleusmemoryMRIneuromodulationnoradrenalinenorepinephrinepupillometry

Identifiers

PMID40655002
PMCPMC12247865

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.