Evidence map›Paper›PMID 42801541›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Brain Network Dynamics of Local and Global Predictive Processing in Aging.

Mathias Houe Andersen, Gemma Fernández-Rubio, David R Quiroga-Martinez, Mattia Rosso, Mathias Klarlund, Kit Melissa Larsen, Hartwig Roman Siebner, Morten L Kringelbach, Peter Vuust, Leonardo Bonetti

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. 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

10 authors.

Mathias Houe AndersenCenter For Music in the Brain, Department of Clinical Medicine, Aarhus University & The Royal Academy of Music, Aarhus/Aalborg, Denmark.ORCID https://orcid.org/0009-0003-2513-5251
Gemma Fernández-RubioCenter For Music in the Brain, Department of Clinical Medicine, Aarhus University & The Royal Academy of Music, Aarhus/Aalborg, Denmark.ORCID https://orcid.org/0000-0003-4646-1315
David R Quiroga-MartinezCenter For Music in the Brain, Department of Clinical Medicine, Aarhus University & The Royal Academy of Music, Aarhus/Aalborg, Denmark.ORCID https://orcid.org/0000-0001-8242-6395
Mattia RossoCenter For Music in the Brain, Department of Clinical Medicine, Aarhus University & The Royal Academy of Music, Aarhus/Aalborg, Denmark.ORCID https://orcid.org/0000-0003-2349-1386
Mathias KlarlundCenter For Music in the Brain, Department of Clinical Medicine, Aarhus University & The Royal Academy of Music, Aarhus/Aalborg, Denmark.
Kit Melissa LarsenDanish Research Centre For Magnetic Resonance, Department of Radiology and Nuclear Medicine, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark.ORCID https://orcid.org/0000-0002-4204-1607
Hartwig Roman SiebnerDanish Research Centre For Magnetic Resonance, Department of Radiology and Nuclear Medicine, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark.ORCID https://orcid.org/0000-0002-3756-9431
Morten L KringelbachCenter For Music in the Brain, Department of Clinical Medicine, Aarhus University & The Royal Academy of Music, Aarhus/Aalborg, Denmark.ORCID https://orcid.org/0000-0002-3908-6898
Peter VuustCenter For Music in the Brain, Department of Clinical Medicine, Aarhus University & The Royal Academy of Music, Aarhus/Aalborg, Denmark.
Leonardo BonettiCenter For Music in the Brain, Department of Clinical Medicine, Aarhus University & The Royal Academy of Music, Aarhus/Aalborg, Denmark.ORCID https://orcid.org/0000-0001-9983-3819

Funding

Carlsberg Foundation CF20-0239Carlsberg Foundation CF23-1491Center for Music in the Brain, Linacre College of the University of OxfordDanish National Research Foundation DNRF117Independent Research Fund Denmark 1029-00007BIndependent Research Fund Denmark 10.46540/5253-00003BKøbmand Herman Sallings FondLundbeck Foundation R469-2024-1573Lundbeck Foundation R515-2025-684Nordic Mensa FundPettit and Carlsberg Foundations
6 · The paper itself

Abstract

Cognitive aging is widely associated with a progressive weakening of neural responses associated with predictive brain mechanisms. This view is supported by decades of electrophysiological studies reporting attenuated mismatch responses in older adults. Yet the literature remains inconsistent, suggesting that aging may not uniformly attenuate such responses. One possibility is that aging exerts differential effects depending on task demands. Here we aim to separate whole-brain networks underlying deviance processing in source-reconstructed magnetoencephalography (MEG) data from 37 younger and 40 older adults performing the auditory local-global paradigm. Network decomposition revealed three temporally overlapping subsystems. Aging exerted selective effects across these networks. Early sensory deviance responses were enhanced within a network recruiting auditory cortices and medial cingulate regions, whereas later cognitive processes were attenuated in older adults. The level of multivariate recurrence across these networks was preserved with aging, while the processing of sensory violations induced more recurrence and less divergence relative to pattern-based violations in both groups. This age-related increase in sensory-related mismatch responses challenges the prevailing view that sensory deviance processing simply declines with age. These results suggest that in aging, neural responses may be differentially distributed across distinct neural systems, amplifying sensory-based processes while weakening cognitively demanding mechanisms.

Indexed as

agingbrain networksphase spacepredictive codingprincipal component analysis (PCA)recurrence quantification analysis (RQA)

Identifiers

PMID42801541
PMCPMC13616317

What OpenQuestion holds

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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.