Assadi Hosamadin S, Zhao Xiaodan, Matthews Gareth, Li Rui, Broncano Cabrero Jordi, Kasmai Bahman, Alabed Samer, Royuela Del Val Javier, Spohr Hilmar, Gurung-Koney Yashoda, Aung Nay, Nair Sunil, Swift Andrew J, Vassiliou Vassilios S, Zhong Liang, Al-Mohammad Abdallah, van der Geest Rob J, Swoboda Peter P, Plein Sven, Garg Pankaj
Department of Cardiovascular and Metabolic Health, Norwich Medical School, University of East Anglia, Norwich Research Park, Norwich NR4 7UQ, Norfolk, UK.
Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich NR4 7UY, Norfolk, UK.
Eur Heart J Open. 2025 May 2;5(3):oeaf032. doi: 10.1093/ehjopen/oeaf032. eCollection 2025 May.
Cardiac ageing involves a series of anatomical and physiological changes contributing to a decline in overall performance. Cardiac magnetic resonance (CMR) provides comprehensive structural and functional assessment for detecting age-related cardiovascular remodelling. We aimed to develop a fully automated CMR model to predict functional heart age.
This international, multi-centre, retrospective observational study enrolled 191 healthy individuals with normal body mass index (BMI), free of metabolic, cardiovascular, and respiratory disease as the derivation cohort. Left atrial (LA) end-systolic volume and LA ejection fraction were selected for the final model. The model was validated on 366 patients with BMI >25 kg/m and one or more comorbidities [hypertension, diabetes mellitus (DM), atrial fibrillation (AF), and obesity]. In healthy individuals [median age: 34 years, 105 (55%) female], CMR-derived functional heart age was similar to the chronological age [bias: 0.05%, 95% confidence interval (CI): 9.56-9.67%, = 0.993]. In the validation cohort [median age: 53 years, 157 (43%) female], CMR-derived functional heart age was 4.6 years higher than chronological age (95% CI: 1.6-7.6 years, = 0.003). Cardiac magnetic resonance-derived functional heart age was significantly higher in patients with hypertension ( < 0.001), DM ( < 0.001), and AF ( < 0.001) than age-matched healthy controls. Moreover, CMR-derived functional heart age was higher than the chronological age in obesity Class I ( = 0.07), obesity Class II ( = 0.11), and obesity Class III ( < 0.001).
This study highlights the time course of structural and physiological changes in the heart during healthy and unhealthy ageing. We propose simple equations that should help communicate subtle changes in heart assessment with ageing.
ClinicalTrials.gov: NCT05114785.
心脏衰老涉及一系列解剖学和生理学变化,导致整体功能下降。心脏磁共振成像(CMR)可为检测与年龄相关的心血管重塑提供全面的结构和功能评估。我们旨在开发一种全自动CMR模型来预测功能性心脏年龄。
这项国际多中心回顾性观察研究纳入了191名体重指数(BMI)正常、无代谢、心血管和呼吸系统疾病的健康个体作为推导队列。最终模型选择了左心房(LA)收缩末期容积和LA射血分数。该模型在366名BMI>25 kg/m²且患有一种或多种合并症(高血压、糖尿病(DM)、心房颤动(AF)和肥胖症)的患者中进行了验证。在健康个体中(中位年龄:34岁,105名(55%)女性),CMR得出的功能性心脏年龄与实际年龄相似(偏差:0.05%,95%置信区间(CI):9.56 - 9.67%,r = 0.993)。在验证队列中(中位年龄:53岁,157名(43%)女性),CMR得出的功能性心脏年龄比实际年龄高4.6岁(95% CI:1.6 - 7.6岁,r = 0.003)。高血压患者(p < 0.001)、DM患者(p < 0.001)和AF患者(p < 0.001)的CMR得出的功能性心脏年龄显著高于年龄匹配的健康对照组。此外,I级肥胖(p = 0.07)、II级肥胖(p = 0.11)和III级肥胖(p < 0.001)患者的CMR得出的功能性心脏年龄高于实际年龄。
本研究突出了健康和不健康衰老过程中心脏结构和生理变化的时间进程。我们提出了简单的方程,应有助于传达心脏评估中与衰老相关的细微变化。
ClinicalTrials.gov:NCT05114785。