Evidence map›Paper›PMID 39261550›Full record

ArticleScientific reports2024

Cognitive benefits of higher cardiorespiratory fitness in preadolescent children are associated with increased connectivity within the cingulo-opercular network.

Tomasz S Ligeza, Lauren B Raine, Matthew B Pontifex, Miroslaw Wyczesany, Arthur F Kramer, Charles H Hillman

Abstract read
In one paragraph

Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Tomasz S LigezaInstitute of Psychology, Jagiellonian University, Ingardena 6, 30060, Kraków, Poland. tomasz.ligeza@uj.edu.pl.ORCID 0000-0002-2420-7204
Lauren B RaineDepartment of Physical Therapy, Movement, and Rehabilitation Sciences, Northeastern University, Boston, USA.
Matthew B PontifexDepartment of Kinesiology, Michigan State University, East Lansing, MI, USA.ORCID 0000-0001-9819-9625
Miroslaw WyczesanyInstitute of Psychology, Jagiellonian University, Ingardena 6, 30060, Kraków, Poland.
Arthur F KramerDepartment of Psychology, Northeastern University, Boston, USA.
Charles H HillmanDepartment of Physical Therapy, Movement, and Rehabilitation Sciences, Northeastern University, Boston, USA.ORCID 0000-0002-3722-5612

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Higher cardiorespiratory fitness has been associated with improved cognitive control in preadolescent children, with various studies highlighting related brain health benefits. This cross-sectional study aimed to provide novel insights into the fitness-cognition relationship by investigating task-related changes in effective connectivity within two brain networks involved in cognitive control: the cingulo-opercular and fronto-parietal networks. Twenty-four higher-fit and twenty-four lower-fit preadolescent children completed a modified flanker task that modulated inhibitory control demand while their EEG and task performance were concurrently recorded. Effective connectivity for correct trials in the theta band was estimated using directed transfer function. The results indicate that children with higher fitness levels demonstrated greater connectivity in specific directions within the cingulo-opercular network (average effect size, d = 0.72). Brain-behavior correlations demonstrated a positive association between the majority of these connections and general task accuracy, which was also higher in higher fit children (average correlation coefficient, ρ = 0.34). The findings further support a positive relationship between fitness and cognitive performance in children. EEG findings offer novel insights into the potential brain mechanisms underlying the fitness-cognition relationship. The study suggests that increased task-related connectivity within the cingulo-opercular network may mediate the cognitive benefits associated with higher fitness levels in preadolescent children.

Indexed as

Cardiorespiratory FitnessCognitionElectroencephalographyBrainChildCross-Sectional StudiesFemaleGyrus CinguliHumansMaleNerve NetCognitive controlConnectivityDirected transfer functionEEGPhysical fitnessPreadolescent children

Identifiers

PMID39261550
PMCPMC11390878

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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.