Related Experiment Video
Updated: Jun 29, 2025

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Guideline-directed device therapies in heart failure: A clinical practice-based analysis using electronic health
Anne B Curtis1, Christopher Manrodt2, Luke D Jacobsen2
1Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, United States of America.
Guideline-directed device therapies (GDDT) like ICDs and CRT-Ds are underutilized in eligible heart failure patients. Many patients received other indicated treatments, but not these life-saving devices.
Area of Science:
- Cardiology
- Medical Devices
- Heart Failure Management
Background:
- Guideline-directed device therapies (GDDT) improve outcomes in heart failure with reduced ejection fraction (HFrEF).
- Utilization rates of GDDT in HFrEF post-2012 guidelines are not well-studied.
Purpose of the Study:
- To characterize the utilization of GDDT in newly indicated HFrEF patients between 2012 and 2019.
- To analyze trends in device therapy adoption using electronic health record (EHR) data.
Main Methods:
- Employed computable phenotyping algorithms (GLIDE-HF) on de-identified EHR data.
- Included HFrEF patients with new Class 1 or 2a indications for ICD or CRT-D from 2012-2019.
Main Results:
- 137,476 HFrEF patients were newly indicated for ICD or CRT-D.
- GDDT use was 41.0% for CRT-D and 14.7% for ICD indications.
- High rates of echocardiography (95.7%) and guideline-indicated medications (92.1%) were observed.
Conclusions:
- A significant proportion of eligible HFrEF patients did not receive ICDs or CRT-Ds.
- Other guideline-indicated cardiovascular interventions and treatments were frequently administered.
Related Concept Videos
Heart Failure Drugs: Inhibitors of Renin-Angiotensin System
Heart Failure Drugs: Inotropic Agents
Heart Failure Drugs: β-Blockers
Pulse rhythm
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac...
Heart Failure Drugs: Diuretics
Pathophysiology of Heart Failure

