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Updated: Jun 12, 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: a risk factor or an epiphenomenon?]
Marco Metra1, Valerio Zacà, Carlo Lombardi
1Cardiologia, Dipartimento di Medicina Sperimentale ed Applicata, Università degli Studi e Spedali Civili, Brescia. metramarco@libero.it
Elevated heart rate (HR) predicts cardiovascular events in coronary artery disease patients. Ivabradine reduced ischemic events by lowering HR, but not mortality, in the BEAUTIFUL trial.
Area of Science:
- Cardiology
- Clinical Trials
- Pharmacology
Background:
- The prognostic significance of heart rate (HR) in cardiovascular disease is debated.
- Direct causal evidence linking HR to prognosis is limited.
- Ivabradine offers a unique tool to investigate HR's causal role.
Purpose of the Study:
- To evaluate HR as a prognostic predictor in coronary artery disease (CAD) with left ventricular systolic dysfunction.
- To assess the effect of HR reduction with ivabradine on cardiovascular outcomes.
Main Methods:
- The BEAUTIFUL trial investigated patients with CAD and left ventricular systolic dysfunction.
- Participants with resting HR >70 bpm were analyzed.
- Treatment with ivabradine aimed to reduce HR.
Main Results:
- Resting HR >70 bpm identified patients at increased risk for major adverse cardiovascular events.
- HR reduction with ivabradine decreased major cardiac ischemic events.
- Ivabradine did not significantly reduce mortality in this population.
Conclusions:
- HR is a significant negative prognostic predictor in CAD patients with systolic dysfunction.
- Targeting HR with ivabradine can reduce ischemic events.
- Further research, including the SHIFT trial, is needed to confirm effects on mortality and heart failure hospitalizations.
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