Related Experiment Video
Updated: Oct 15, 2025

Calculating Heart Rate Variability from ECG Data from Youth with Cerebral Palsy During Active Video Game Sessions
Published on: June 5, 2019
Measuring Heart Rate Variability in Patients Admitted with ST-Elevation Myocardial Infarction for the Prediction of
Crischentian Brinza1,2, Mariana Floria2,3, Adrian Covic2,4
1Institute of Cardiovascular Diseases, 700503 Iasi, Romania.
Insights
Heart rate variability (HRV) in ST-elevation myocardial infarction (STEMI) patients is a key prognostic indicator. Lower HRV and higher LF/HF ratio predict increased all-cause mortality, even with modern treatments.
Area of Science:
- Cardiology
- Autonomic Nervous System Research
- Biomedical Engineering
Background:
- Ischemic heart disease is a leading cause of mortality globally.
- Accurate risk stratification is crucial for timely intervention in acute myocardial infarction.
- Heart rate variability (HRV) reflects autonomic nervous system function and has been studied for cardiovascular risk prediction.
Purpose of the Study:
- To systematically review the association between HRV parameters and mortality in ST-elevation myocardial infarction (STEMI) patients.
- To evaluate HRV as a prognostic marker for adverse cardiovascular events post-STEMI.
Main Methods:
- Systematic literature search of MEDLINE (PubMed), Embase, and Cochrane databases.
- Inclusion of nine studies in the final meta-analysis.
- Analysis of time-domain and frequency-domain HRV parameters from various ECG recording durations.
Main Results:
- Lower time-domain HRV and higher LF/HF ratio were significantly associated with increased all-cause mortality.
- This association persisted even in patients receiving percutaneous coronary interventions (PCI).
- Short-term HRV measures also indicated an elevated risk of all-cause mortality, though data on cardiac mortality and other MACE were less consistent.
Conclusions:
- HRV measurement provides significant prognostic information in STEMI patients, predicting all-cause mortality.
- Further large-scale clinical trials are needed to validate these findings in the context of contemporary STEMI management and treatments.
Abstract:
Background and objectives: Ischemic heart disease represents the leading cause of death, emphasizing risk stratification and early therapeutic intervention. Heart rate variability (HRV), an indirect marker of autonomic nervous system activity, was investigated extensively as a risk factor for adverse cardiovascular events following acute myocardial infarction. Thus, we systematically reviewed the literature to investigate the association of HRV parameters with mortality and adverse cardiovascular events in patients presenting with ST-elevation myocardial infarction (STEMI). Materials and methods: Following the search process in the MEDLINE (PubMed), Embase, and Cochrane databases, nine studies were included in the final analysis. Results: Lower time-domain HRV parameters and a higher ratio between power in the low-frequency (LF) band and power in the high-frequency (HF) band (LF/HF) were associated with higher all-cause mortality during follow-up, even in patients treated mainly with percutaneous coronary interventions (PCI). Although most studies measured HRV on 24 h ECG recordings, short- and ultra-short-term measures (1 min and 10 s, respectively) were also associated with an increased risk of all-cause mortality. Although data were discrepant, some studies found an association between HRV and cardiac mortality, reinfarction, and other major adverse cardiovascular events. Conclusions: In conclusion, HRV measurement in patients with STEMI could bring crucial prognostic information, as it was associated with an increased risk of all-cause mortality documented in clinical studies. More and larger clinical trials are required to validate these findings in contemporary patients with STEMI in the context of the new generation of drug-eluting stents and current antithrombotic and risk-modifying therapies.
More Related Videos
18:11A Research Method For Detecting Transient Myocardial Ischemia In Patients With Suspected Acute Coronary Syndrome Using Continuous ST-segment Analysis
Published on: December 28, 2012
05:41Left Anterior Descending Coronary Artery Ligation for Ischemia-Reperfusion Research: Model Improvement via Technical Modifications and Quality Control
Published on: December 16, 2022
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,...
Acute Coronary Syndrome III: Diagnostic Studies
Dysrhythmias V: Evaluating Dysrhythmias
Pulse rhythm
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac...
Electrocardiogram
Three major waveforms are present in a typical ECG recording: the P wave, the QRS complex, and...
Correlation between ECG and Cardiac Cycle
A cardiac action potential originates in the SA node and spreads throughout the atria and the AV node in approximately 0.03 seconds. This results in the P wave in an ECG and triggers atrial contraction. The action potential is then briefly slowed at the AV node, allowing the atria to contract and fill the ventricles with blood before...