Related Experiment Video
Updated: Jun 14, 2026

Autonomic Function Following Concussion in Youth Athletes: An Exploration of Heart Rate Variability Using 24-hour Recording Methodology
Published on: September 21, 2018
Individual-level PM₂.₅ exposure and the time course of impaired heart rate variability: the APACR Study
Fan He1, Michele L Shaffer, Xian Li
1Department of Public Health Sciences, Penn State University College of Medicine, Hershey, PA 17033, USA.
Abstract:
In 106 community-dwelling middle-aged non-smokers we examined the time-course and the acute effects of fine particles (PM₂.₅) on heart rate variability (HRV), which measures cardiac autonomic modulation (CAM). Twenty-four hours beat-to-beat ECG data were visually examined. Artifacts and arrhythmic beats were removed. Normal beat-to-beat RR data were used to calculate HRV indices. Personal PM₂.₅ nephelometry was used to estimate 24-h individual-level real-time PM₂.₅ exposures. We use linear mixed-effects models to assess autocorrelation- and other major confounder-adjusted regression coefficients between 1-6 h moving averages of PM₂.₅ and HRV indices. The increases in preceding 1-6 h moving averages of PM₂.₅ was significantly associated with lower HF, LF, and SDNN, with the largest effect size at 4-6 h moving averages and smallest effects size at 1 h moving average. For example, a 10 μg/m³ increase in 1 and 6-h moving averages was associated with 0.027 and 0.068 ms² decrease in log-HF, respectively, and with 0.024 and 0.071 ms² decrease in log-LF, respectively, and with 0.81 and 1.75 ms decrease in SDNN, respectively (all P-values <0.05). PM₂.₅ exposures are associated with immediate impairment of CAM. With a time-course of within 6 h after elevated PM₂.₅ exposure, with the largest effects around 4-6 h.
Related Concept Videos
Factors Influencing Heart Rate
Let us explore the significant factors affecting heart rate, including age, body temperature, posture, acute pain, chemical influences,...
Cardiac Output I:Effect of Heart Rate on Cardiac Output
Cardiac output (CO) refers to the total amount of blood ejected by one of the ventricles in liters per minute (L/min). In a resting adult, CO ranges from 5 to 6 L/min, adjusting according to the body's metabolic requirements.
Effect of Heart Rate on Cardiac Output
Cardiac output adapts to metabolic demands during stress, physical activity, or illness. The autonomic nervous system regulates heart rate via the sinoatrial node. The parasympathetic nervous system decreases heart rate...
Regulation of Heart Rates
The SNS increases heart rate through the release of norepinephrine and epinephrine, which act on beta-1 adrenergic receptors in the heart. This action increases the rate of depolarization in the sinoatrial (SA) node, the heart's...
