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Updated: Nov 1, 2025

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Practices of Referring Patients to Advanced Heart Failure Centers
Jared J Herr1, Ashwin Ravichandran2, Farooq H Sheikh3
1Sutter Health CPMC Center for Advanced Heart Failure Therapies, California Pacific Medical Center, San Francisco, California.
Insights
Timely referrals to advanced heart failure (AHF) centers are crucial for patient survival. Heart failure cardiologists most frequently referred patients, but late referrals were common, impacting outcomes.
Area of Science:
- Cardiology
- Advanced Heart Failure Management
Background:
- Advanced heart failure (AHF) therapies improve survival for stage D heart failure (HF) patients.
- Effective AHF therapy implementation relies on timely and appropriate referrals to specialized centers.
Purpose of the Study:
- To analyze referral patterns and outcomes for patients evaluated for AHF therapies at multiple centers.
- To identify factors influencing AHF therapy offers and patient disposition.
Main Methods:
- Retrospective analysis of patients referred to 9 AHF centers.
- Collected data included patient demographics, referring provider characteristics, referral circumstances, and evaluation outcomes.
Main Results:
- Most referred patients were male (73.4%), with very low ejection fraction (<20%), often hospitalized (59.4%), and high-risk (INTERMACS 1-3).
- Heart failure cardiologists were the most common referral source (49.1%). Common referral triggers included worsening HF, inotrope dependence, hospitalization, and cardiogenic shock.
- Therapies were often not offered due to patients being too sick (38.0%-45.1%) or psychosocial reasons (20.3%-28.6%). Patients referred by HF cardiologists received therapy offers more frequently (66.8% vs 58.4%).
Conclusions:
- Heart failure cardiologists are key referrers, though late referrals are prevalent in this high-risk population.
- Late referrals correlate with worsened outcomes, highlighting the need for clinician education on AHF referral benefits, triggers, and timing.
- Optimal patient outcomes necessitate improved understanding and timely referrals to AHF centers.
Background:
Therapies for advanced heart failure (AHF) improve the likelihood of survival in a growing population of patients with stage D heart failure (HF). Successful implementation of these therapies is dependent upon timely and appropriate referrals to AHF centers.
Methods:
We performed a retrospective analysis of patients referred to 9 AHF centers for evaluation for AHF therapies. Patients' demographics, referring providers' characteristics, referral circumstances, and evaluation outcomes were collected.
Results:
The majority of referrals (n = 515) were male (73.4%), and a majority of those were in the advanced state of the disease: very low left ventricular ejection fraction (<20% in 51.5%); 59.4% inpatient; and high risk Interagency Registry for Mechanically Assisted Circulatory Support (INTERMACS) profiles (74.5% profile 1-3). HF cardiologists (49.1%) were the most common originating referral source; the least common (4.9%) were electrophysiologists. Common clinical triggers for referral included worsening HF (30.0%), inotrope dependence (19.6%), hospitalization (19.4%), and cardiogenic shock (17.8%). Most commonly, AHF therapies were not offered because patients were too sick (38.0%-45.1%) or for psychosocial reasons (20.3%-28.6%). Compared to non-HF cardiologists, patients referred by HF cardiologists were offered an AHF therapy more often (66.8% vs 58.4%, P = 0.0489). Of those not offered any AHF therapy, 28.4% received home inotropic therapy, and 14.5% were referred to hospice.
Conclusions:
In this multicenter review of AHF referrals, HF cardiologists referred the most patients despite being a relatively small proportion of the overall clinician population. Late referral was prevalent in this high-risk patient population and correlates with worsened outcomes, suggesting a significant need for broad clinician education regarding the benefits, triggers and appropriate timing of referral to AHF centers for optimal patient outcomes.
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