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Cardiovascular phenotypes predict clinical outcomes in sickle cell disease: An echocardiography-based cluster
Thomas d'Humières1,2,3, Laurent Savale4,5,6, Jocelyn Inamo7
1Physiology Department, FHU SENEC, Henri Mondor Hospital, Assistance Publique Hôpitaux de Paris, Créteil, France.
Insights
Cluster analysis of echocardiography in sickle cell disease (SCD) patients revealed three distinct cardiac phenotypes. These phenotypes, characterized by varying cardiac output and remodeling, predict different clinical outcomes and prognoses in SCD.
Area of Science:
- Cardiology
- Hematology
- Medical Imaging
Background:
- Sickle Cell Disease (SCD) is a genetic blood disorder associated with significant cardiac complications.
- Cardiac involvement in SCD can manifest through various phenotypes, impacting patient prognosis.
- Understanding these cardiac phenotypes is crucial for risk stratification and management.
Purpose of the Study:
- To identify distinct cardiac phenotypes in homozygous SCD patients using cluster analysis of echocardiographic data.
- To correlate these identified cardiac phenotypes with clinical profiles and patient outcomes.
- To determine the prognostic value of different cardiac phenotypes in SCD.
Main Methods:
- Analysis of echocardiographic data from 379 homozygous SCD patients in the French Etendard Cohort.
- Application of cluster analysis to echocardiographic variables to identify patient groups.
- Assessment of associations between identified clusters, clinical characteristics, and patient outcomes, including mortality.
Main Results:
- Three distinct clusters of cardiac phenotypes were identified.
- Cluster 1: Low cardiac output, mild remodeling, higher TRV, predominantly female, severe functional limitation.
- Cluster 2: High cardiac output, significant remodeling, severe anemia, higher mortality (19%).
- Cluster 3: Mild remodeling, normal diastolic function, lowest TRV, younger, better prognosis (5% mortality).
- Pulmonary hypertension (PH) was associated with Cluster 1 (pre-capillary) and Cluster 2 (post-capillary).
Conclusions:
- Echocardiography-based cluster analysis effectively identifies three distinct hemodynamic and clinical phenotypes in SCD patients.
- These phenotypes are associated with specific clinical profiles, including pulmonary hypertension.
- The identified cardiac phenotypes demonstrate significant differences in long-term prognosis and mortality risk among SCD patients.
Abstract:
This study sought to link cardiac phenotypes in homozygous Sickle Cell Disease (SCD) patients with clinical profiles and outcomes using cluster analysis. We analyzed data of 379 patients included in the French Etendard Cohort. A cluster analyses was performed based on echocardiographic variables, and the association between clusters, clinical profiles and outcomes was assessed. Three clusters were identified. Cluster 1 (n = 123) patients had the lowest cardiac output, mild left cardiac cavities remodeling, mild diastolic dysfunction, and higher tricuspid regurgitation velocity (TRV). They were predominantly female and displayed the most altered functional limitation. Cluster 2 (n = 102) patients had the highest cardiac output and the most remodeled cardiac cavities. Diastolic function and TRV were similar to cluster 1. These patients had a higher blood pressure and a severe hemolytic anemia. Cluster 3 (n = 154) patients had mild left cardiac cavities remodeling, normal diastolic function and lowest TRV values. They were younger with the highest hemoglobin value. Right heart catheterization was performed in 94 patients. Cluster 1 (n = 33) included the majority of pre-capillary PH whilst cluster 2 (n = 34) included post-capillary PH. No PH was found in cluster 3 (n = 27). After a follow-up of 11.4 ± 2 years, death occurred in 41 patients (11%). Cluster 2 patients had the worst prognosis with a 19% mortality rate versus 12% in cluster 1 and 5% in cluster 3 (p log-rank = 0.003). Cluster analysis of echocardiography variables identified three hemodynamic and clinical phenotypes among SCD patients, each predicting a different prognosis.
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