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Updated: May 29, 2025

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Published on: July 21, 2023
Risk stratification with the Haemodynamic Gain Index and peak rate-pressure product in patients with chronic heart
Thanat Chaikijurajai1,2, J Emanuel Finet1, Yuping Wu3
1Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, 9500 Euclid Avenue, Desk J3-4, Cleveland, OH 44195, USA.
Aims:
We recently demonstrated the combined prognostic value of the following two simple non-invasive parameters obtained from treadmill exercise testing in patients with heart failure (HF) with reduced ejection fraction: the Haemodynamic Gain Index (HGI) and peak rate-pressure product (RPP). However, their prognostic value is yet to be validated in patients with undifferentiated HF syndrome.
Methods And Results:
We identified consecutive HF patients undergoing treadmill exercise testing for symptom evaluation between January 1991 and February 2015. The HGI was calculated from [(SBPpeak × heart ratepeak) - (SBPrest × heart raterest)]/(SBPrest × heart raterest), and the peak RPP was calculated from SBPpeak × heart ratepeak. Hazard ratios per standard deviation increase of the HGI and peak RPP for all-cause mortality were estimated using multivariable Cox regression models with adjustment for traditional cardiovascular risk factors and exercise-testing parameters (Chronotropic Reserve Index, estimated metabolic equivalents, abnormal heart rate recovery, and total exercise time). In our cohort of 5940 patients with symptomatic HF diagnosis with a median follow-up of 7.1 years, 2222 (37.4%) patients died. Higher values of both HGI and peak RPP were associated with a lower risk of mortality [adjusted hazard ratio per standard deviation increase 0.80 (0.73-0.88) and 0.85 (0.78-0.91), respectively, all P < 0.001]. Optimal cut-off values for HGI and peak RPP for discriminating all-cause mortality were 1.06 and 180 966, respectively.
Conclusion:
Both HGI and peak RPP are predictors of mortality in patients with chronic HF and may be tools to signal the need for advanced HF therapy evaluation.
Related Concept Videos
Exercise Stress Test
Exercise stress testing, commonly known as a treadmill test, is a noninvasive procedure used to evaluate cardiovascular function and diagnose heart conditions.
Definition
An exercise stress test measures the heart's response to exertion using a treadmill or stationary bicycle. Chest electrodes record the heart's electrical activity through an ECG, and blood pressure is monitored regularly.
Purposes
Pathophysiology of Heart Failure

