Related Experiment Video
Updated: Jul 17, 2025

Calculating Heart Rate Variability from ECG Data from Youth with Cerebral Palsy During Active Video Game Sessions
Published on: June 5, 2019
Heart rate variability and cardiovascular diseases: A Mendelian randomization study
Yan Zhao1, Hangtian Yu1, Angwei Gong1
1Department of Cardiology, The Second Hospital of Hebei Medical University, Shijiazhuang, China.
Insights
This study found that higher peak-valley respiratory sinus arrhythmia or high-frequency power (pvRSA/HF) is genetically linked to an increased risk of cardiac arrest. This genetic evidence clarifies a potential causal relationship in cardiovascular disease events.
Area of Science:
- Cardiology
- Genetics
- Epidemiology
Background:
- The link between heart rate variability (HRV) and cardiovascular diseases (CVD) remains unclear, with inconsistent findings in existing research.
- Mendelian randomization studies offer a method to investigate potential causal relationships using genetic variants.
Purpose of the Study:
- To explore the causal relationship between heart rate variability and cardiovascular diseases and associated events.
- To utilize Mendelian randomization to assess the genetic influence of HRV on CVD outcomes.
Main Methods:
- Selected instrumental variables for HRV: standard deviation of NN intervals (SDNN), root mean square of successive differences (RMSSD), and peak-valley respiratory sinus arrhythmia/high-frequency power (pvRSA/HF).
- Utilized publicly available genome-wide association study data for exposures and outcomes, including various CVDs and related events.
- Employed inverse variance weighted (IVW) for primary causal estimation, with MR-Egger, Cochran's Q test, and leave-one-out analyses to assess heterogeneity and pleiotropy.
Main Results:
- Genetically predicted pvRSA/HF showed a significant association with an increased risk of cardiac arrest (OR 2.02, 95% CI 1.25-3.28, p=0.004).
- The association remained robust, with no significant heterogeneity or pleiotropy detected.
- Leave-one-out analysis confirmed the reliability of the findings.
Conclusions:
- This Mendelian randomization study provides strong genetic evidence for a causal relationship between pvRSA/HF and cardiac arrest.
- The findings contribute to understanding the role of autonomic function, specifically parasympathetic activity reflected by pvRSA/HF, in cardiac arrest etiology.
Background:
The causal relationship between heart rate variability and cardiovascular diseases and the associated events is still unclear, and the conclusions of current studies are inconsistent. We aimed to explore the relationship between heart rate variability and cardiovascular diseases and the associated events with the Mendelian randomization study.
Methods:
We selected normal-to-normal inter-beat intervals (SDNN), root mean square of the successive differences of inter-beat intervals (RMSSD) and peak-valley respiratory sinus arrhythmia or high-frequency power (pvRSA/HF) as the three sets of instrumental variables for heart rate variability. The outcome for cardiovascular diseases included essential hypertension, heart failure, angina pectoris, myocardial infarction, nonischemic cardiomyopathy and arrhythmia. Cardiac arrest, cardiac death and major coronary heart disease event were defined as the related events of cardiovascular diseases. The data for exposures and outcomes were derived from publicly available genome-wide association studies. Inverse variance weighted was used for the main causal estimation. Analyses of heterogeneity and pleiotropy were conducted using the Cochran Q test of Inverse variance weighted and MR-Egger, leave-one-out analysis, and MR-Pleiotropy Residual Sum and Outlier methods.
Results:
The Inverse variance weighted method indicated that genetically predicted pvRSA/HF was associated with the increased risk of cardiac arrest (odds ratio 2.02, 95% confidence interval 1.25-3.28, p = .004). The results were free of heterogeneity and pleiotropy. There were no outliers and the leave-one-out analysis proved that the results were reliable.
Conclusions:
This study provides genetic evidence that pvRSA/HF is causally related to cardiac arrest.
More Related Videos
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,...
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...
Coronary Artery Disease I: Introduction
Blood Studies for Cardiovascular System I: Cardiac Biomarkers
The essential diagnostic tools for detecting myocardial necrosis and monitoring individuals suspected of having acute coronary syndrome (ACS) include:
Troponins
Troponins, particularly cardiac troponins I and T, are the most precise and sensitive markers of myocardial injury. They are detectable within 4-6 hours of myocardial injury and remain...
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...
Rheumatic Heart Disease II: Clinical Manifestations and Diagnostic Studies

