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Published on: October 28, 2020
Sex-specific cardiometabolic multimorbidity, metabolic syndrome and left ventricular function in heart failure with
Ambre Bertrand1, Xin Zhou2, Andrew Lewis3
1Computational Cardiovascular Science Group, Department of Computer Science, University of Oxford, Oxford, OX1 3QD, UK. ambre.bertrand@cs.ox.ac.uk.
Insights
Heart failure with preserved ejection fraction (HFpEF) shows distinct cardiometabolic profiles differing by sex. Three patient subgroups were identified, varying in comorbidities, body composition, and cardiac function, aiding phenotype-specific management.
Area of Science:
- Cardiology
- Metabolic Diseases
- Genomics and Precision Medicine
Background:
- Cardiometabolic disturbances are key in heart failure with preserved ejection fraction (HFpEF) pathogenesis.
- HFpEF is complex and heterogeneous, necessitating phenotype-specific management strategies.
- Limited data exists on sex-specific cardiometabolic multimorbidity and metabolic syndrome profiles in HFpEF.
Purpose of the Study:
- To investigate sex-specific differences in cardiometabolic comorbidity burden and metabolic syndrome in HFpEF patients.
- To identify distinct HFpEF patient clusters based on cardiometabolic profiles using latent class analysis (LCA).
- To compare cardiac function parameters across identified phenogroups.
Main Methods:
- Retrospective study of UK Biobank participants with HFpEF (ICD-10 code I50, LVEF ≥ 50% via CMR).
- Analysis of sex-specific cardiometabolic comorbidities and metabolic syndrome prevalence.
- Latent class analysis (LCA) to define patient clusters; comparison of cardiac magnetic resonance (CMR) imaging parameters.
Main Results:
- HFpEF identified in 445 participants (67% men). Hypertension and obesity were common in both sexes.
- Men generally had more comorbidities (2-3) than women (1-2), despite similar metabolic syndrome profiles.
- LCA revealed three phenogroups: male/multimorbid, obese/female-predominant, and lower comorbidity (hypertension only). Significant differences in cardiac output and global longitudinal strain were observed between groups and sexes.
Conclusions:
- Women with HFpEF exhibit a lower comorbidity burden than men, with distinct sex-specific cardiometabolic profiles.
- Three distinct HFpEF phenogroups were identified, differing in body composition, biomarkers, medication, and cardiac output.
- These findings support refined characterization of HFpEF phenotypes for tailored, phenotype-specific disease management and improved outcomes.
Background:
Cardiometabolic disturbances play a central role in the pathogenesis of heart failure with preserved ejection fraction (HFpEF). Due to its complexity, HFpEF is a challenging condition to treat, making phenotype-specific disease management a promising approach. However, HFpEF phenotypes are heterogenous and there is a lack of detailed evidence on the different, sex-specific profiles of cardiometabolic multimorbidity and metabolic syndrome present in HFpEF.
Methods:
We performed a retrospective, modified cross-sectional study examining a subset of participants in the UK Biobank, an ongoing multi-centre prospective cohort study in the United Kingdom. We defined HFpEF as a record of a heart failure diagnosis using ICD-10 code I50, coupled with a left ventricular ejection fraction (LVEF) ≥ 50% derived from cardiac magnetic resonance (CMR) imaging. We examined sex-specific differences in cardiometabolic comorbidity burden and metabolic syndrome, performed latent class analysis (LCA) to identify distinct clusters of patients based on their cardiometabolic profile, and compared CMR imaging-derived parameters of left ventricular function at rest in the different clusters identified to reflect possible differences in adverse cardiac remodelling.
Results:
We ascertained HFpEF in 445 participants, of which 299 (67%) were men and 146 (33%) women. The median age was 70 years old (interquartile range: [66.0-74.0]). A combination of hypertension and obesity was the most prevalent cardiometabolic pattern both in men and women with HFpEF. Most men had 2-3 clinical cardiometabolic comorbidities while most women had 1-2, despite a similar metabolic syndrome profile (p = 0.05). LCA revealed three distinct, clinically relevant phenogroups, namely (1) a most male and multimorbid group (n = 117); (2) a group with a high prevalence of severe obesity, abnormal waist circumference and with the highest relative proportion of females (n = 116); and finally (3) a group with an apparently lower comorbidity burden aside from hypertension (n = 212). There were significant differences in clinical measurements and medication across the three phenogroups identified. Cardiac output at rest was significantly higher in group 2 vs. group 3 (males: median 5.6 L/min vs. 5.2 L/min, p < 0.05; females: 5.1 L/min vs. 4.4 L/min, p < 0.01). Absolute global longitudinal strain was significantly lower in women in group 1 vs. group 2 (-17.6% vs. -18.5%, p < 0.05).
Conclusion:
Women with cardiometabolic HFpEF had a lower comorbidity burden compared to men despite a similar metabolic syndrome profile. Based on patients' cardiometabolic profile, we identified three distinct subgroups which differed in body shape and mass, lipid biomarker and medication profile, as well as in cardiac output at rest both in men and women. These factors may affect disease trajectory, treatment options and outcomes in those subgroups. Subject to further validation, our findings provide a refined characterisation of the cardiometabolic HFpEF phenotype, contributing towards a better understanding of the condition to enable phenotype-specific disease management.
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