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Factors Associated With Inadequate Effectiveness of a Multidisciplinary Disease Management Program in Heart Failure
Min-Hui Liu1,2,3, Chao-Hung Wang1,2, Ai-Fu Chiou3
11 Division of Cardiology, Department of Internal Medicine, Heart Failure Research Center, Chang Gung Memorial Hospital, Keelung, Taiwan.
Insights
Multidisciplinary disease management programs (MDPs) are less effective for heart failure (HF) patients with high galectin-3 (Gal-3) levels. Identifying non-responders can improve HF care quality and patient outcomes.
Area of Science:
- Cardiology
- Biomarkers in Heart Failure
- Disease Management Programs
Background:
- Heart failure (HF) management programs aim to reduce mortality and rehospitalization.
- Galectin-3 (Gal-3) is a biomarker associated with HF severity and prognosis.
- Stratifying HF patients by Gal-3 levels may reveal differential responses to management interventions.
Purpose of the Study:
- To determine if multidisciplinary disease management programs (MDPs) have consistent effects across different galectin-3 (Gal-3) levels in heart failure (HF) patients.
- To identify factors associated with inadequate MDP effectiveness in HF patients.
- To assess the prognostic value of Gal-3 levels in HF.
Main Methods:
- A longitudinal follow-up of 355 stabilized hospitalized HF patients from a previous randomized trial.
- Analysis of MDP effects on death and HF-related rehospitalization, stratified by Gal-3 levels.
- Multivariable analysis to identify factors associated with composite events in high-Gal-3 patients.
Main Results:
- Gal-3 levels significantly predicted mortality and composite events (p < .001).
- MDP demonstrated a significant event-lowering effect (HR = 0.49 for death, HR = 0.50 for composite events).
- MDP effectiveness was inadequate for high-Gal-3 patients (≥17.9 ng/ml), with a 4-year composite event rate of 43% in the MDP arm.
Conclusions:
- MDP effectiveness is inadequate for high-risk HF patients identified by elevated Gal-3 levels.
- Key characteristics of MDP non-responders include older age, worse NYHA class, specific medication non-use, higher natriuretic peptide levels, and wider QRS complexes.
- Integrating advanced care plans guided by Gal-3 levels is crucial for improving HF care quality.
Objective:
This study investigated whether multidisciplinary disease management programs (MDPs) exert the same effects in heart failure (HF) patients across risk levels stratified by galectin-3 (Gal-3) level and what factors are associated with inadequate effectiveness of MDP.
Methods:
We used a longitudinal follow-up design based on a previous randomized trial. A total of 355 stabilized hospitalized HF patients were enrolled. The effects of MDP on death and HF-related rehospitalization were analyzed according to Gal-3 levels.
Results:
During the 4-year follow-up, Gal-3 levels predicted mortality and composite events ( p < .001). Multivariable analysis demonstrated the event-lowering effect of MDP (hazard ratio [HR] = 0.49, p = .001 for death and HR = 0.50, p < .001 for composite events). However, the effect of MDP was inadequate for those with high Gal-3 levels (≥17.9 ng/ml), whose 4-year composite event rate was 43% in the MDP arm. Further analysis showed that, in patients with Gal-3 ≥ 17.9 ng/ml, the independent factors associated with a high composite event rate were no MDP, older age, worse New York Heart Association functional class, no angiotensin-converting enzyme inhibitor or angiotensin II receptor blocker use, higher predischarge natriuretic peptide levels, and wider QRS complexes.
Conclusions:
The effectiveness of MDP for HF patients at high risk was inadequate. Our findings identified the characteristics of these MDP nonresponders. Better integration of advanced care plans based on strategies guided by Gal-3 level is needed to improve care quality.
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