Evidence map›Paper›PMID 41663332›Full record

ArticlePhysiological reports2026

Associations between body composition and autonomic cardiorespiratory modulation in young adults.

Aurora Páramo-Lira, Socorro Camarillo-Romero, José de Jesús Garduño-García, Pilar Cruz-López, Eric Alonso Abarca-Castro, Ana Karen Talavera-Peña, José Javier Reyes-Lagos

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. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

7 authors.

Aurora Páramo-LiraSchool of Dentistry, Autonomous University of the State of Mexico (UAEMéx), Toluca, Mexico.ORCID https://orcid.org/0000-0003-2192-634X
Socorro Camarillo-RomeroSchool of Chemistry, Autonomous University of the State of Mexico (UAEMéx), Toluca, Mexico.ORCID https://orcid.org/0000-0002-1828-5257
José de Jesús Garduño-GarcíaService of Internal Medicine, Mexican Social Security Institute (IMSS), Metepec, Mexico.ORCID https://orcid.org/0000-0003-2823-5955
Pilar Cruz-LópezSchool of Medicine, Autonomous University of the State of Mexico (UAEMéx), Toluca, Mexico.ORCID https://orcid.org/0009-0008-3951-6465
Eric Alonso Abarca-CastroDepartment of Health Sciences, Autonomous Metropolitan University Lerma Unit (UAM-L), Lerma, Mexico.ORCID https://orcid.org/0000-0002-2029-3790
Ana Karen Talavera-PeñaDepartment of Health Sciences, Autonomous Metropolitan University Lerma Unit (UAM-L), Lerma, Mexico.ORCID https://orcid.org/0009-0003-3256-4388
José Javier Reyes-LagosDepartment of Electrical Engineering, Bioelectronics Section, Center for Research and Advanced Studies (Cinvestav), Mexico City, Mexico.ORCID https://orcid.org/0000-0001-5361-5007

Funding

Secretaría de Ciencias, Humanidades, Tecnologia e Innovacion CVU998759
6 · The paper itself

Abstract

This study investigated the associations between body composition and autonomic cardiac regulation, indexed by heart rate variability (HRV), in clinically healthy young adults, and additionally explored complementary breathing rate variability (BRV) and pulse-respiratory quotient (PRQ) indices. Ninety university students aged 18-23 years (35 men, 55 women) were evaluated. Linear and nonlinear HRV and BRV indices were derived from 5-min R-R and breath-to-breath and PRQ time series. Body mass index (BMI) and bioelectrical impedance-based measures were obtained, including fat mass percentage (%FM), muscle mass, and visceral fat indices. HRV, BRV, PRQ, and composition indices were analyzed, and sex-stratified correlations between body composition and autonomic indices were examined. Men showed greater respiratory variability and lower breathing rate than women. In men, BMI, %FM, and visceral fat indices correlated negatively with parasympathetic modulation and the complexity of cardiac and PRQ series, and positively with sympathetic modulation. In multivariable regression models adjusted for age, breathing rate, and physical activity (assessed with the IPAQ-short form and expressed as total METs/week), higher %FM was independently associated with lower vagally mediated HRV indices in men, but not in women. Higher adiposity (higher BMI, %FM, and visceral fat indices), particularly in young men, was associated with reduced vagal HRV and diminished cardiorespiratory complexity.

Indexed as

Autonomic Nervous SystemBody CompositionHeart RateRespiratory RateAdiposityAdolescentBody Mass IndexFemaleHumansMaleYoung Adultautonomic nervous systembody compositionbreathing rate variabilityheart rate variability

Identifiers

PMID41663332
PMCPMC12885932

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.