Verstreken Sofie, Beles Monika, Oeste Clara L, Moya Ana, Masuy Imke, Dierckx Riet, Heggermont Ward, Dauw Jeroen, Hens Dries, Bartunek Jozef, Vanderheyden Marc
Cardiovascular Center, OLV Hospital, Aalst, Belgium.
LynxCare Inc., Leuven, Belgium.
ESC Heart Fail. 2025 Apr;12(2):1217-1226. doi: 10.1002/ehf2.15128. Epub 2024 Nov 27.
Heart failure (HF) leads to an imbalance between heart and kidney function, resulting in poor outcomes. However, the prognostic significance of the estimated glomerular filtration rate (eGFR) trajectory in HF patients remains unclear. We analysed electronic health records (EHRs) of real-world HF patients, assessing eGFR trajectories and their impact on mortality.
Retrospective clinical data of HF patients were processed using natural language processing. Chronic kidney disease (CKD) was evaluated, and eGFR trajectories were analysed using linear mixed-effects models. Cox proportional hazard models were used to evaluate the relationship between baseline variables and mortality, while joint modelling combined eGFR trends and mortality. The dataset comprised 1986 patients, with a mean age of 74.8 years (SD ± 11.7) and 58% male. At the time of HF diagnosis, 58% of patients were diagnosed with CKD, and 39% presented with heart failure with preserved ejection fraction (HFpEF). The median follow-up duration was 3.16 years, during which 399 patients (20%) died. Patients with CKD were significantly older and exhibited a higher prevalence of myocardial infarction (P = 0.048), coronary revascularization (P = 0.004), stroke (P < 0.001), atrial fibrillation (P < 0.001) and type 2 diabetes (P < 0.001). Mortality rates at 1 and 2 years were nearly twice as high in CKD patients compared with those without (P < 0.001). Notably, CKD was significantly less prevalent among survivors (55% vs. 71%, P < 0.001). Key predictors of mortality included older age, beta-blocker use, prior stroke, lower serum haemoglobin levels, and elevated potassium and NT-proBNP levels. Each 10 mL/min/1.73 m decrease in eGFR was associated with a 1.22 (95% CI: 1.10-1.35, P < 0.001) increase in mortality hazard. Additionally, a 1-year decline of 10 mL/min/1.73 m in eGFR resulted in a mortality hazard of 1.97 (95% CI: 1.45-2.69, P < 0.001).
CKD is prevalent in a real-world HF population and is an independent predictor of mortality. The current eGFR value and the eGFR slope from the previous year have the potential to be used for assessing individual mortality risk in the clinical follow-up of HF patients.
心力衰竭(HF)会导致心肾功能失衡,从而产生不良后果。然而,估计肾小球滤过率(eGFR)轨迹在HF患者中的预后意义仍不明确。我们分析了真实世界HF患者的电子健康记录(EHRs),评估eGFR轨迹及其对死亡率的影响。
使用自然语言处理对HF患者的回顾性临床数据进行处理。评估慢性肾脏病(CKD),并使用线性混合效应模型分析eGFR轨迹。采用Cox比例风险模型评估基线变量与死亡率之间的关系,同时联合建模将eGFR趋势和死亡率结合起来。数据集包括1986例患者,平均年龄74.8岁(标准差±11.7),男性占58%。在HF诊断时,58%的患者被诊断为CKD,39%表现为射血分数保留的心力衰竭(HFpEF)。中位随访时间为3.16年,在此期间399例患者(20%)死亡。CKD患者年龄显著更大,心肌梗死(P = 0.048)、冠状动脉血运重建(P = 0.004)、中风(P < 0.001)、心房颤动(P < 0.001)和2型糖尿病(P < 0.001)的患病率更高。与无CKD的患者相比,CKD患者1年和2年时的死亡率几乎高出一倍(P < 0.001)。值得注意的是,CKD在幸存者中的患病率显著更低(55%对71%,P < 0.001)。死亡率的关键预测因素包括年龄较大、使用β受体阻滞剂、既往中风、血清血红蛋白水平较低以及钾和NT-proBNP水平升高。eGFR每降低10 mL/min/1.73 m²与死亡风险增加1.22(95%CI:1.10 - 1.35,P < 0.001)相关。此外,eGFR在1年内下降10 mL/min/1.73 m²导致死亡风险为1.97(95%CI:1.45 - 2.69,P < 0.001)。
CKD在真实世界的HF人群中普遍存在,并且是死亡率的独立预测因素。当前的eGFR值以及前一年的eGFR斜率有潜力用于评估HF患者临床随访中的个体死亡风险。