National Heart & Lung Institute, Imperial College London, London, UK.
Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center, Osaka, Japan.
Open Heart. 2018 Sep 11;5(2):e000811. doi: 10.1136/openhrt-2018-000811. eCollection 2018.
Mortality amongst patients hospitalised for heart failure (HHF) in Western and Asian countries may differ, but this has not been investigated using individual patient-level data (IPLD). We sought to remedy this through rigorous statistical analysis of HHF registries and variable selection from a systematic literature review.
IPLD from registries of HHF in Japan (n=3781) and the UK (n=894) were obtained. A systematic literature review identified 23 models for predicting outcome of HHF. Five variables appearing in 10 or more reports were strongly related to prognosis (systolic blood pressure, serum sodium concentration, age, blood urea nitrogen and creatinine). To compare mortality in the UK and Japan, variables were imputed in a propensity model using inverse probability of treatment weighting (IPTW) and IPTW with logistic regression (doubly robust IPTW). Overall, patients in the UK were sicker and in-patient and post-discharge mortalities were greater, suggesting that the threshold for hospital admission was higher. Covariate-adjusted in-hospital mortality was similar in the UK and Japan (IPTW OR: 1.14, 95% CI 0.70 to 1.86), but 180-day postdischarge mortality was substantially higher in the UK (doubly robust IPTW OR: 2.33, 95% CI 1.58 to 3.43).
Despite robust methods to adjust for differences in patient characteristics and disease severity, HHF patients in the UK have roughly twice the mortality at 180 days compared with those in Japan. Similar analyses should be done using other data sets and in other countries to determine the consistency of these findings and identify factors that might inform healthcare policy and improve outcomes.
在西方和亚洲国家,因心力衰竭(HF)住院的患者死亡率可能存在差异,但尚未使用个体患者水平数据(patient-level data,PLD)进行调查。我们试图通过对 HF 登记处进行严格的统计分析和系统文献综述中的变量选择来纠正这一问题。
我们获得了来自日本(n=3781)和英国(n=894)HF 登记处的 PLD。系统文献综述确定了 23 个用于预测 HF 结局的模型。有 5 个变量出现在 10 个或更多报告中,与预后密切相关(收缩压、血清钠浓度、年龄、血尿素氮和肌酐)。为了比较英国和日本的死亡率,我们使用逆概率治疗加权(inverse probability of treatment weighting,IPTW)和逻辑回归 IPTW(双重稳健 IPTW)在倾向模型中对变量进行了推断。总体而言,英国患者的病情更严重,住院和出院后死亡率更高,这表明住院的门槛更高。调整协变量后的住院死亡率在英国和日本相似(IPTW OR:1.14,95%CI 0.70 至 1.86),但英国的 180 天出院后死亡率明显更高(双重稳健 IPTW OR:2.33,95%CI 1.58 至 3.43)。
尽管采用了稳健的方法来调整患者特征和疾病严重程度的差异,但与日本相比,英国的 HF 患者在 180 天时的死亡率大致高出两倍。应使用其他数据集和其他国家进行类似的分析,以确定这些发现的一致性,并确定可能为医疗保健政策提供信息并改善结局的因素。