Related Experiment Video
Updated: May 3, 2026

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
Published on: April 19, 2019
Exercise heart rate gradient: a novel index to predict all-cause mortality
Carlos Vieira Duarte1, Jonathan Myers2, Claudio Gil Soares de Araújo3
1Gama Filho University, Rio de Janeiro, Brazil.
A new Exercise Heart Rate Gradient (EHRG) index combines heart rate reserve and recovery to better predict mortality risk than either measure alone. This novel indicator offers improved insights into cardiovascular health and all-cause mortality prediction.
Area of Science:
- Cardiology
- Exercise Physiology
- Preventive Medicine
Background:
- Reduced exercise heart rate (HR) reserve and recovery are linked to increased all-cause mortality risk.
- A combined index for these variables has not been previously explored.
Purpose of the Study:
- To create a novel index, the Exercise Heart Rate Gradient (EHRG), by combining HR reserve and recovery.
- To evaluate the EHRG's utility in predicting all-cause mortality.
Main Methods:
- Retrospective cohort analysis of 1476 participants (aged 41-79).
- Maximal cycle cardiopulmonary exercise tests were performed.
- HR reserve and recovery were calculated, divided into quintiles, and summed to create the EHRG score (2-10).
- Survival analyses compared EHRG scores and lowest quintiles (Q1) of HR reserve and recovery for mortality prediction.
Main Results:
- During a mean 7.3-year follow-up, 44 deaths occurred (3.1%).
- A lower EHRG score correlated with a higher death rate (p < 0.05).
- An EHRG score of 2 was a superior predictor of all-cause mortality compared to Q1 HR reserve or Q1 HR recovery alone (age-adjusted hazard ratios: 3.53 vs. 2.52 and 2.57).
Conclusions:
- The Exercise Heart Rate Gradient (EHRG) is a novel index combining HR reserve and recovery.
- EHRG demonstrates superior predictive capability for all-cause mortality risk compared to individual measures of HR reserve or recovery.
More Related Videos
05:16Cutoff Value of Phase Angle by Bioelectrical Impedance Analysis at Admission as a Prognostic Factor in Patients with Acute Heart Failure
Published on: June 10, 2025
05:51Assessing the Accuracy of Fitness Smartwatch Data for Cardiovascular and Physical Activity Monitoring: A Validation Study in Digital Health
Published on: February 21, 2025
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...
Heart Failure I: Introduction
Heart Failure II: Pathophysiology
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...