已入深夜,您辛苦了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!祝你早点完成任务,早点休息,好梦!

Phenotyping of acute decompensated heart failure with preserved ejection fraction

医学 内科学 队列 心房颤动 射血分数保留的心力衰竭 急性失代偿性心力衰竭 心力衰竭 心脏病学 射血分数 潜在类模型 共病 前瞻性队列研究 队列研究 临床终点 临床试验 统计 数学
作者
Yohei Sotomi,Shungo Hikoso,Sho Komukai,Taiki Sato,Bolrathanak Oeun,Tetsuhisa Kitamura,Akito Nakagawa,Daisaku Nakatani,Hiroya Mizuno,Katsuki Okada,Tomoharu Dohi,Akihiro Sunaga,Hirota Kida,Masahiro Seo,Masamichi Yano,Takaharu Hayashi,Yusuke Nakagawa,Shunsuke Tamaki,Tomohito Ohtani,Yoshio Yasumura
出处
期刊:Heart [BMJ]
卷期号:108 (19): 1553-1561 被引量:19
标识
DOI:10.1136/heartjnl-2021-320270
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. Trial registration number UMIN000021831.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
汉堡包应助愉快的元柏采纳,获得10
刚刚
刚刚
小杨发布了新的文献求助10
刚刚
聪慧千儿发布了新的文献求助10
1秒前
张志超发布了新的文献求助10
1秒前
YH发布了新的文献求助10
1秒前
3秒前
平淡雁荷完成签到,获得积分10
4秒前
6秒前
Jasper应助GY采纳,获得10
6秒前
jinjin完成签到,获得积分10
6秒前
2620完成签到 ,获得积分10
7秒前
8秒前
Sunsets完成签到 ,获得积分10
8秒前
UU完成签到,获得积分10
11秒前
Dr_nie发布了新的文献求助10
11秒前
11秒前
LL完成签到,获得积分10
11秒前
So发布了新的文献求助10
12秒前
落寞飞烟完成签到,获得积分10
12秒前
12秒前
海荷完成签到,获得积分10
14秒前
LL发布了新的文献求助10
14秒前
rikii完成签到 ,获得积分10
15秒前
15秒前
lucky发布了新的文献求助10
16秒前
一口蒜苗完成签到,获得积分10
16秒前
Summer完成签到 ,获得积分10
17秒前
pathway发布了新的文献求助10
18秒前
William_l_c完成签到,获得积分10
18秒前
小张完成签到 ,获得积分10
18秒前
21秒前
小精灵发布了新的文献求助10
21秒前
大帅比完成签到 ,获得积分10
22秒前
英俊的铭应助小杨采纳,获得10
23秒前
落落洛栖完成签到 ,获得积分10
24秒前
烊驼完成签到,获得积分10
24秒前
ding应助Dr_nie采纳,获得10
25秒前
张志超发布了新的文献求助10
26秒前
领导范儿应助儒雅小班采纳,获得10
27秒前
高分求助中
Entre Praga y Madrid: los contactos checoslovaco-españoles (1948-1977) 1000
Polymorphism and polytypism in crystals 1000
Signals, Systems, and Signal Processing 610
Discrete-Time Signals and Systems 610
Horngren's Cost Accounting A Managerial Emphasis 17th edition 600
Tactics in Contemporary Drug Design 500
Russian Politics Today: Stability and Fragility (2nd Edition) 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 纳米技术 有机化学 物理 生物化学 化学工程 计算机科学 复合材料 内科学 催化作用 光电子学 物理化学 电极 冶金 遗传学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 6086204
求助须知:如何正确求助?哪些是违规求助? 7915852
关于积分的说明 16376325
捐赠科研通 5219878
什么是DOI,文献DOI怎么找? 2790775
邀请新用户注册赠送积分活动 1773934
关于科研通互助平台的介绍 1649600