Related Experiment Video
Updated: May 6, 2026

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 in risk stratification of cardiac patients
Heikki V Huikuri1, Phyllis K Stein
1Institute of Clinical Medicine, Department of Internal Medicine, University of Oulu, and University Hospital of Oulu, Oulu, Finland.
Insights
Reduced heart rate (HR) variability in cardiac patients, including those with acute myocardial infarction (AMI) or heart failure (CHF), indicates a higher mortality risk. Abnormal HR dynamics predict cardiac death, necessitating repeated assessments for accurate risk stratification.
Area of Science:
- Cardiology
- Biomedical Engineering
- Clinical Medicine
Background:
- Heart rate (HR) variability is a well-established marker in cardiac patient populations.
- Reduced HR variability is linked to increased mortality risk in patients post-acute myocardial infarction (AMI) and with congestive heart failure (CHF) or left ventricular (LV) dysfunction.
Purpose of the Study:
- To review the prognostic value of various heart rate variability (HRV) measures in cardiac patients.
- To discuss the role of HRV in risk stratification for mortality and fatal arrhythmias.
Main Methods:
- Review of existing literature on HR dynamics and HRV measures.
- Analysis of time-domain, spectral, and non-linear HRV metrics for prognostic power.
- Consideration of HR turbulence and fractal scaling exponents.
Main Results:
- Abnormal HR variability is a significant predictor of both sudden and non-sudden cardiac death.
- Most HRV measures show similar prognostic power, with some non-linear measures like short-term fractal scaling offering slightly better prediction.
- Early HRV measurements may require repetition due to post-AMI cardiac remodeling.
Conclusions:
- HR variability is a crucial tool for risk stratification in cardiac patients.
- Repeated HRV measurements are recommended to accurately assess long-term risk of fatal arrhythmias.
- Further randomized trials are needed to establish routine clinical use of HRV and HR turbulence.
Abstract:
Heart rate (HR) variability has been extensively studied in cardiac patients, especially in patients surviving an acute myocardial infarction (AMI) and also in patients with congestive heart failure (CHF) or left ventricular (LV) dysfunction. The majority of studies have shown that patients with reduced or abnormal HR variability have an increased risk of mortality within a few years after an AMI or after a diagnosis of CHF/LV dysfunction. Various measures of HR dynamics, such as time-domain, spectral, and non-linear measures of HR variability have been used in risk stratification. The prognostic power of various measures, except of those reflecting rapid R-R interval oscillations, has been almost identical, albeit some non-linear HR variability measures, such as short-term fractal scaling exponent have provided somewhat better prognostic information than the others. Abnormal HR variability predicts both sudden and non-sudden cardiac death. Because of remodeling of the arrhythmia substrate after AMI, early measurement of HR variability to identify those at high risk should likely be repeated later in order to assess the risk of fatal arrhythmia events. Future randomized trials using HR variability/turbulence as one of the pre-defined inclusion criteria will show whether routine measurement of HR variability/turbulence will become a routine clinical tool for risk stratification of cardiac patients.
More Related Videos
05:48Autonomic Function Following Concussion in Youth Athletes: An Exploration of Heart Rate Variability Using 24-hour Recording Methodology
Published on: September 21, 2018
07:49Author Spotlight: Investigating HR-Dependent Cardiac Function in Mouse Models Through a Novel Atrial-Pacing Approach
Published on: July 21, 2023
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...
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...
Dysrhythmias V: Evaluating Dysrhythmias
Pulse rhythm
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac...
Heart Failure IV: Classification and Diagnostic Evaluation