Phenotyping of acute decompensated heart failure with preserved ejection fraction

被引:13
|
作者
Sotomi, Yohei [1 ]
Hikoso, Shungo [1 ]
Komukai, Sho [2 ]
Sato, Taiki [1 ]
Oeun, Bolrathanak [1 ]
Kitamura, Tetsuhisa [3 ]
Nakagawa, Akito [4 ,5 ]
Nakatani, Daisaku [1 ]
Mizuno, Hiroya [1 ]
Okada, Katsuki [1 ,6 ]
Dohi, Tomoharu [1 ]
Sunaga, Akihiro [1 ]
Kida, Hirota [1 ]
Seo, Masahiro [7 ]
Yano, Masamichi [8 ]
Hayashi, Takaharu [9 ]
Nakagawa, Yusuke [10 ]
Tamaki, Shunsuke [11 ]
Ohtani, Tomohito [1 ]
Yasumura, Yoshio [4 ]
Yamada, Takahisa [7 ]
Sakata, Yasushi [1 ]
机构
[1] Osaka Univ, Dept Cardiovasc Med, Grad Sch Med, Suita, Osaka, Japan
[2] Osaka Univ, Dept Integrated Med, Div Biomed Stat, Grad Sch Med, Osaka, Japan
[3] Osaka Univ, Dept Social & Environm Med, Grad Sch Med, Osaka, Japan
[4] Amagasaki Chuo Hosp, Div Cardiol, Amagasaki, Hyogo, Japan
[5] Osaka Univ, Dept Med Informat, Grad Sch Med, Osaka, Japan
[6] Osaka Univ, Dept Transformat Syst Med Informat, Grad Sch Med, Osaka, Japan
[7] Osaka Gen Med Ctr, Div Cardiol, Osaka, Japan
[8] Osaka Rosai Hosp, Div Cardiol, Osaka, Japan
[9] Osaka Police Hosp, Cardiovasc Div, Osaka, Japan
[10] Kawanishi City Hosp, Div Cardiol, Kawanishi, Hyogo, Japan
[11] Rinku Gen Med Ctr, Dept Cardiol, Osaka, Japan
关键词
heart failure with preserved ejection fraction; DIAGNOSIS; PROGNOSIS;
D O I
10.1136/heartjnl-2021-320270
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective The pathophysiological heterogeneity of heart failure with preserved ejection fraction (HFpEF) makes the conventional 'one-size-fits-all' treatment approach difficult. We aimed to develop a stratification methodology to identify distinct subphenotypes of acute HFpEF using the latent class analysis. Methods We established a prospective, multicentre registry of acute decompensated HFpEF. Primary candidates for latent class analysis were patient data on hospital admission (160 features). The patient subset was categorised based on enrolment period into a derivation cohort (2016-2018; n=623) and a validation cohort (2019-2020; n=472). After excluding features with significant missingness and high degree of correlation, 83 features were finally included in the analysis. Results The analysis subclassified patients (derivation cohort) into 4 groups: group 1 (n=215, 34.5%), characterised by arrythmia triggering (especially atrial fibrillation) and a lower comorbidity burden; group 2 (n=77, 12.4%), with substantially elevated blood pressure and worse classical HFpEF echocardiographic features; group 3 (n=149, 23.9%), with the highest level of GGT and total bilirubin and frequent previous hospitalisation for HF and group 4 (n=182, 29.2%), with infection-triggered HF hospitalisation, high C reactive protein and worse nutritional status. The primary end point-a composite of all-cause death and HF readmission-significantly differed between the groups (log-rank p<0.001). These findings were consistent in the validation cohort. Conclusions This study indicated the feasibility of clinical application of the latent class analysis in a highly heterogeneous cohort of patients with acute HFpEF. Patients can be divided into 4 phenotypes with distinct patient characteristics and clinical outcomes.
引用
收藏
页码:1553 / 1561
页数:9
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