Networks of respiratory-muscular coupling in exercise and fatigue in young adults.

Sergi Garcia-Retortillo, Javier O Pinzon Arenas, Óscar Abenza, Hugo F Posada-Quintero, Plamen Ch Ivanov

Abstract read

In one paragraph

Article in Physiological reports, 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

5 authors.

Sergi Garcia-RetortilloCollege of Nursing, University of Central Florida, Orlando, Florida, USA.ORCID https://orcid.org/0000-0002-4867-1589

Javier O Pinzon ArenasBiomedical Engineering, University of Connecticut, Storrs, Connecticut, USA.ORCID https://orcid.org/0000-0001-8521-2077

Óscar AbenzaFaculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain.ORCID https://orcid.org/0000-0003-4735-1855

Hugo F Posada-QuinteroBiomedical Engineering, University of Connecticut, Storrs, Connecticut, USA.ORCID https://orcid.org/0000-0003-4514-4772

Plamen Ch IvanovKeck Laboratory for Network Physiology, Department of Physics, Boston University, Boston, Massachusetts, USA.ORCID https://orcid.org/0000-0001-7629-762X

Funding

Translational Research Center, Wake Forest University ID0576-590006-U05244

6 · The paper itself

Abstract

Respiratory and muscular systems must integrate ventilation, oxygen delivery, and muscle activation to meet exercise demands. While decades of research have provided understanding of how these systems function individually, the principles regulating their dynamic coupling as a network remain unexplored. Our goal was to investigate how respiratory dynamics synchronize and integrate as a network with the activity of muscles during exercise, and assess how it responds to fatigue. Nine adults performed two graded cycling tests until exhaustion, starting at 0 W with 25 W·min

Indexed as

ExerciseMuscle FatigueMuscle, SkeletalAdultElectromyographyFemaleHumansMaleRespirationYoung Adultbreathing ratecomplex systemsdynamic networkselectromyographynetwork physiology

Identifiers

PMID42383326

DOI10.14814/phy2.70994

PMCPMC13320635

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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.