Evidence map›Paper›PMID 40670651›Full record

ArticleCommunications biology2025

Infra-slow scale-free dynamics modulate the connection of neural and behavioral variability during attention.

Yujia Ao, Philipp Klar, Yasir Catal, Yifeng Wang, Georg Northoff

Erratum issuedAbstract read
In one paragraph

Article in Communications biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Criticality and increased intrinsic neural timescales in stroke.NPJ systems biology and applications · 2025
    Article
  4. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Yujia AoInstitute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China.ORCID http://orcid.org/0000-0002-8248-8841
Philipp KlarMind, Brain Imaging and Neuroethics Research Unit, Institute of Mental Health Research, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada.
Yasir CatalMind, Brain Imaging and Neuroethics Research Unit, Institute of Mental Health Research, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada.ORCID http://orcid.org/0000-0002-0942-899X
Yifeng WangInstitute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China. wyf@sicnu.edu.cn.ORCID http://orcid.org/0000-0002-0743-9986
Georg NorthoffMind, Brain Imaging and Neuroethics Research Unit, Institute of Mental Health Research, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada. georg.northoff@theroyal.ca.ORCID http://orcid.org/0000-0002-5236-0951

Funding

China Scholarship Council (CSC) 202208510069National Natural Science Foundation of China (National Science Foundation of China) 32471101National Natural Science Foundation of China (National Science Foundation of China) 62177035
6 · The paper itself

Abstract

The activities of the human brain vary across different timescales, exhibiting scale-free dynamics. Previous research has highlighted the psychological and physiological significance of brain dynamical fluctuations across the Delta to Gamma bands. However, there has been less focus on infra-slow scale-free dynamics, e.g. power law exponent (PLE), and neural variability, e.g. standard deviation (SD), and sample entropy (SE), in mediating brain-behavior connection during attention. In this study, we recruited 49 participants and recorded functional magnetic resonance imaging (fMRI) resting-state and task data during a sustained attention task paradigm to investigate how the three measures-SD, SE, and PLE-modulate the dynamics of behavioral performance. Our findings demonstrate the following: (i) PLE, SD, and SE exhibit differential topographic distribution with a hierarchical structure from sensory to associative networks, during their rest-task modulation. (ii) PLE, SD, and SE show different topographic extensions from visual cortex to default-mode network in their relationship with behavioral variability. (iii) The relationship between SD and SE is mediated by PLE in the empirical data, which (iv) is further confirmed in simulation. Collectively, our results highlight the topographically- and dynamically-layered mechanisms of distinct neurodynamical features during attention processing: scale-free dynamics modulate neural and behavioral variability.

Indexed as

AttentionBrainAdultBehaviorBrain MappingFemaleHumansMagnetic Resonance ImagingMaleYoung Adult

Identifiers

PMID40670651
PMCPMC12267499

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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.