Clinical Phenotypes of Patients Hospitalized for an Asthma Exacerbation: Prognostic Implications

医学 表型 哮喘 恶化 哮喘恶化 内科学 生物 遗传学 基因
作者
Xin Zhang,Li Zhang,Gang Wang,Min Feng,Rui Liang,Vanessa M. McDonald,Hong Ping Zhang,Yu He,Zong An Liang,Lei Wang,Guy B. Marks,Li Zhang,Gang Wang,Peter R. Gibson
出处
期刊:The Journal of Allergy and Clinical Immunology: In Practice [Elsevier]
卷期号:9 (2): 830-841.e14 被引量:14
标识
DOI:10.1016/j.jaip.2020.09.031
摘要

Background

Hospitalization due to acute asthma exacerbation (AE) is a highly detrimental situation requiring critical management to prevent further deterioration, including mechanical ventilation, intensive care unit (ICU) admission, and death. However, patients hospitalized for AEs are highly heterogeneous and remain largely unexplored.

Objective

To identify clinical and inflammatory phenotypes of AE requiring hospitalization associated with in-hospital outcomes.

Methods

We performed a hierarchical cluster analysis of 825 consecutively recruited patients hospitalized for AEs. Logistic regressions were conducted to quantify the independent associations of the identified phenotypes with in-hospital outcomes. Decision tree analysis was developed to predict cluster assignment.

Results

We identified 3 clusters of patients, which had significantly different characteristics associated with in-hospital adverse outcomes. Cluster 1 (n = 526, 63.8%) was a late-onset phenotype, cluster 2 (n = 97, 11.8%) was an early-onset phenotype, and cluster 3 (n = 202, 24.5%) was a phenotype with fewer eosinophils and more comorbidities. Clusters 2 and 3 had an elevated risk of death (relative ratio [RRadj], 18.10 and 19.17, respectively) and mechanical ventilation (RRadj, 2.56 and 5.71, respectively) than did cluster 1. Individuals in cluster 3 had an extended length of hospital stay (11 days), increased hospitalization direct costs (13,481.57 Chinese Yuan), and a higher risk of ICU admission (RRadj, 2.14) than individuals in clusters 1 and 2. The decision tree assigned 90.8% of the participants correctly.

Conclusions

We identified 3 phenotypes with differential clinical and inflammatory characteristics associated with in-hospital adverse outcomes. These new phenotypes might have important and clinically relevant implications for the management of patients hospitalized for AEs.
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
更新
大幅提高文件上传限制,最高150M (2024-4-1)

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
茶卡盐湖完成签到,获得积分10
2秒前
火箭完成签到,获得积分10
3秒前
3秒前
魔幻东冬发布了新的文献求助10
3秒前
在水一方应助fsz采纳,获得10
4秒前
4秒前
4秒前
星辰大海应助温戾采纳,获得10
4秒前
止水发布了新的文献求助10
6秒前
小二郎应助科研通管家采纳,获得10
9秒前
小马甲应助科研通管家采纳,获得10
9秒前
9秒前
魔幻东冬完成签到,获得积分10
9秒前
zs发布了新的文献求助10
10秒前
12秒前
止水完成签到,获得积分10
13秒前
13秒前
13秒前
mylaodao发布了新的文献求助10
15秒前
fsz发布了新的文献求助10
15秒前
大模型应助风趣纸鹤采纳,获得10
15秒前
zhangjw完成签到 ,获得积分10
17秒前
我是125完成签到,获得积分10
18秒前
我是老大应助鱼贝贝采纳,获得10
19秒前
大鱼发布了新的文献求助10
19秒前
秋雪瑶应助俭朴的猫咪采纳,获得10
20秒前
项初蝶发布了新的文献求助20
23秒前
风趣纸鹤完成签到,获得积分10
24秒前
宁远发布了新的文献求助10
24秒前
25秒前
maox1aoxin应助十二采纳,获得20
29秒前
⊙▽⊙完成签到,获得积分10
31秒前
搜集达人应助大聪明采纳,获得10
31秒前
Manbo完成签到,获得积分10
32秒前
LHP完成签到,获得积分10
32秒前
33秒前
xpptt应助Mr_X采纳,获得10
34秒前
小栾下文献专用完成签到,获得积分10
36秒前
SYX完成签到 ,获得积分10
37秒前
38秒前
高分求助中
Sustainable Land Management: Strategies to Cope with the Marginalisation of Agriculture 1000
Corrosion and Oxygen Control 600
Yaws' Handbook of Antoine coefficients for vapor pressure 500
Python Programming for Linguistics and Digital Humanities: Applications for Text-Focused Fields 500
Division and square root. Digit-recurrence algorithms and implementations 400
行動データの計算論モデリング 強化学習モデルを例として 400
Johann Gottlieb Fichte: Die späten wissenschaftlichen Vorlesungen / IV,1: ›Transzendentale Logik I (1812)‹ 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 有机化学 工程类 生物化学 纳米技术 物理 内科学 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 电极 光电子学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 2552831
求助须知:如何正确求助?哪些是违规求助? 2178335
关于积分的说明 5613837
捐赠科研通 1899292
什么是DOI,文献DOI怎么找? 948334
版权声明 565554
科研通“疑难数据库(出版商)”最低求助积分说明 504341