Bertrand Ambre, Zhou Xin, Lewis Andrew, Monfeuga Thomas, Gupta Ramneek, Grau Vicente, Rodriguez Blanca
Computational Cardiovascular Science Group, Department of Computer Science, University of Oxford, Oxford, OX1 3QD, UK.
Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, OX3 9DU, UK.
Cardiovasc Diabetol. 2025 Jun 4;24(1):238. doi: 10.1186/s12933-025-02788-4.
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.
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.
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).
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.
心脏代谢紊乱在射血分数保留的心力衰竭(HFpEF)发病机制中起核心作用。由于其复杂性,HFpEF是一种具有挑战性的疾病,使针对特定表型的疾病管理成为一种有前景的方法。然而,HFpEF表型具有异质性,并且缺乏关于HFpEF中存在的不同性别特异性心脏代谢共病和代谢综合征特征的详细证据。
我们进行了一项回顾性、改良横断面研究,对英国生物银行的一部分参与者进行了检查,英国生物银行是英国一项正在进行的多中心前瞻性队列研究。我们将HFpEF定义为使用ICD-10编码I50记录的心力衰竭诊断,以及源自心脏磁共振(CMR)成像的左心室射血分数(LVEF)≥50%。我们研究了心脏代谢共病负担和代谢综合征的性别差异,进行了潜在类别分析(LCA)以根据患者的心脏代谢特征识别不同的患者群体,并比较了在不同群体中静息状态下CMR成像得出的左心室功能参数,以反映不良心脏重构可能存在的差异。
我们在445名参与者中确定了HFpEF,其中299名(67%)为男性,146名(33%)为女性。中位年龄为70岁(四分位间距:[66.0 - 74.0])。高血压和肥胖的组合是患有HFpEF的男性和女性中最常见的心脏代谢模式。尽管代谢综合征特征相似,但大多数男性有2 - 3种临床心脏代谢共病,而大多数女性有1 - 2种(p = 0.05)。LCA揭示了三个不同的、具有临床相关性的表型组,即(1)一个男性居多且共病较多的组(n = 117);(2)一个严重肥胖、腰围异常患病率高且女性相对比例最高的组(n = 116);最后(3)一个除高血压外共病负担明显较低的组(n = 212)。在确定的三个表型组中,临床测量和用药情况存在显著差异。与第3组相比,第2组静息心输出量显著更高(男性:中位数5.6 L/分钟对5.2 L/分钟,p < 0.05;女性:5.1 L/分钟对4.4 L/分钟,p < 0.01)。第1组女性的绝对整体纵向应变显著低于第2组(-17.6%对-18.5%,p < 0.05)。
尽管代谢综合征特征相似,但患有心脏代谢性HFpEF的女性与男性相比共病负担更低。基于患者的心脏代谢特征,我们确定了三个不同的亚组,它们在体型和体重、脂质生物标志物和用药情况以及男性和女性的静息心输出量方面存在差异。这些因素可能影响这些亚组中的疾病轨迹(发展过程)、治疗选择和结果。有待进一步验证,我们的研究结果对心脏代谢性HFpEF表型进行了更精细的描述,有助于更好地理解该疾病,以实现针对特定表型的疾病管理。