Higher adiposity (higher BMI, %FM, and visceral fat indices), particularly in young men, was associated with reduced vagal HRV and diminished cardiorespiratory complexity.
Key Findings
Results
Men showed greater respiratory variability and lower breathing rate than women.
Sample included 90 university students aged 18-23 years (35 men, 55 women)
Sex differences were observed in breathing rate variability (BRV) indices
Men had lower absolute breathing rates compared to women
Sex-stratified analyses were conducted throughout the study
Results
In men, BMI, fat mass percentage, and visceral fat indices correlated negatively with parasympathetic modulation and complexity of cardiac and PRQ series.
Negative correlations were found between adiposity indices (BMI, %FM, visceral fat) and parasympathetic HRV measures in men
Adiposity indices also correlated positively with sympathetic modulation in men
Both linear and nonlinear HRV indices were derived from 5-min R-R time series
Pulse-respiratory quotient (PRQ) complexity was also negatively associated with higher adiposity in men
These correlations were examined in sex-stratified analyses
Results
Higher fat mass percentage was independently associated with lower vagally mediated HRV indices in men but not in women in multivariable regression models.
Multivariable regression models were adjusted for age, breathing rate, and physical activity
Physical activity was assessed with the IPAQ-short form and expressed as total METs/week
%FM showed independent association with vagally mediated HRV in men after adjustment
No significant independent association between %FM and vagal HRV was found in women
This sex-specific finding persisted after controlling for confounders
Methods
Body composition was assessed using bioelectrical impedance providing fat mass percentage, muscle mass, and visceral fat indices alongside BMI.
Bioelectrical impedance-based measures were obtained for all 90 participants
Measures included fat mass percentage (%FM), muscle mass, and visceral fat indices
BMI was also calculated as an additional body composition measure
Participants were clinically healthy university students aged 18-23 years
Methods
The study incorporated complementary cardiorespiratory indices including breathing rate variability and pulse-respiratory quotient in addition to standard HRV.
Linear and nonlinear HRV and BRV indices were derived from 5-min R-R and breath-to-breath time series
Pulse-respiratory quotient (PRQ) time series were also analyzed
Complexity measures of cardiac and PRQ series were included as nonlinear indices
BRV and PRQ indices served as complementary measures to traditional HRV analysis
Results
Higher adiposity was associated with reduced cardiorespiratory complexity particularly in young men.
Diminished cardiorespiratory complexity was observed alongside reduced vagal HRV with higher adiposity
This association was more pronounced in men than women
Complexity of both cardiac and PRQ series was negatively associated with BMI, %FM, and visceral fat indices in men
Participants were clinically healthy young adults, suggesting these autonomic changes occur even in the absence of overt disease
Páramo-Lira A, Camarillo-Romero S, de Jesús Garduño-García J, Cruz-López P, Abarca-Castro E, Talavera-Peña A, et al.. (2026). Associations between body composition and autonomic cardiorespiratory modulation in young adults.. Physiological reports. https://doi.org/10.14814/phy2.70760