Related Experiment Video
Updated: Apr 4, 2026

Calculating Heart Rate Variability from ECG Data from Youth with Cerebral Palsy During Active Video Game Sessions
Published on: June 5, 2019
Electrocardiogram abnormalities and heart rate variability in predicting mortality and cardiovascular events among
Silvia Badarau1, Dimitrie Siriopol2, Daniela Drugus3
1Department of Nephrology, Gr. T. Popa University of Medicine and Pharmacy, Iasi, Romania. silvia.badarau@gmail.com.
Insights
Electrocardiogram (ECG) interval changes during hemodialysis predict cardiovascular events and mortality in chronic kidney disease patients. Monitoring these ECG changes can improve patient outcomes.
Area of Science:
- Cardiology
- Nephrology
- Biomedical Engineering
Background:
- Chronic hemodialysis patients face high risks of cardiovascular events and mortality.
- Electrocardiographic (ECG) parameters and heart rate variability (HRV) are potential biomarkers for cardiovascular risk.
- Understanding the relationship between ECG changes during hemodialysis and clinical outcomes is crucial.
Purpose of the Study:
- To investigate the correlation between specific ECG parameters and HRV with cardiovascular events and mortality in patients undergoing chronic hemodialysis.
- To identify predictive ECG markers for adverse cardiovascular outcomes in this population.
Main Methods:
- A prospective study involving 116 asymptomatic chronic hemodialysis patients.
- Ambulatory 24-hour Holter monitoring and pre- and post-hemodialysis ECGs were performed.
- Measurements included ECG intervals (PR, QRS, QTc, QTc dispersion) and frequency-domain HRV measures (VLF, LF, HF, LF/HF ratio).
Main Results:
- During follow-up, 11.2% died and 13.8% experienced a cardiovascular event.
- The pre-post-dialysis difference in QTc interval was the strongest predictor of cardiovascular events.
- Pre-dialysis QRS interval predicted all-cause mortality, while PR interval and VLF predicted both outcomes.
Conclusions:
- Changes in ECG intervals during hemodialysis are significant predictors of cardiovascular events and mortality.
- Routine monitoring of autonomic dysfunction and PR interval changes is recommended, especially for patients with suspected coronary artery disease.
Purpose:
The aim of the study was to evaluate the correlation between electrocardiographic parameters and heart rate variability with cardiovascular events and mortality among chronic hemodialysis patients.
Methods:
In this prospective study, we enrolled 116 asymptomatic patients in whom we performed ambulatory 24-h electrocardiographic Holter monitoring and before and after hemodialysis electrocardiographs. We measured the interval (PR, QRS, QTc, QTc dispersion) differences on the surface electrocardiographs and obtained frequency-domain measures from Holter monitoring (VLF, LF, HF and the LF/HF ratio).
Results:
During the follow-up period, 13 participants died (11.2 %) and 16 (13.8 %) patients experienced a cardiovascular event. The pre-post-dialysis difference in QTc interval was the best predictor for cardiovascular events (95 % CI 0.453-0.786), while pre-dialysis QRS interval was the predictor for all-cause mortality (95 % CI 1.134-3.136). Also, both outcomes were predicted by pre-post-dialysis difference in PR interval and VLF.
Conclusions:
Interval changes during hemodialysis are predictive for cardiovascular events and mortality. Autonomic dysfunction and changes in PR should be monitored routinely, particularly in patients with suspected coronary artery disease.
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
04:36Measurement of Tissue Oxygenation Using Near-Infrared Spectroscopy in Patients Undergoing Hemodialysis
Published on: October 2, 2020
Related Concept Videos
Hemodialysis II: Procedure and Complications
Hemodialysis III: Nursing Management
Dysrhythmias V: Evaluating Dysrhythmias
Disturbances in Heart Rhythm
Arrhythmias are categorized by their speed, rhythm, and origin. A slow heart...
Hemodialysis I: Introduction
Dialysis
Acute kidney injury develops suddenly and can be caused by pre-renal causes (e.g., hypovolemia, shock), intrinsic renal causes (e.g., acute tubular necrosis), or post-renal causes (e.g., urinary obstruction). In contrast, chronic renal failure progresses gradually over time and is often...