Defining the “Frequent Exacerbator” Phenotype in COPD

慢性阻塞性肺病 医学 恶化 接收机工作特性 单变量 内科学 队列 生活质量(医疗保健) 多元分析 星团(航天器) 多元统计 统计 数学 计算机科学 护理部 程序设计语言
作者
Olivier Le Rouzic,Nicolás Roche,Alexis B. Cortot,Isabelle Tillie‐Leblond,F. Masure,T. Pérez,I. Boucot,Latifa Hamouti,J. Ostinelli,C. Pribil,Christine Poutchnine,Stéphane Schück,Mathilde Pouriel,Bruno Housset
出处
期刊:Chest [Elsevier BV]
卷期号:153 (5): 1106-1115 被引量:92
标识
DOI:10.1016/j.chest.2017.10.009
摘要

Background The COPD “frequent exacerbator” phenotype is usually defined by at least two treated exacerbations per year and is associated with a huge impact on patient health. However, existence of this phenotype and corresponding thresholds still need to be formally confirmed by statistical methods analyzing exacerbation profiles with no specific a priori hypothesis. The aim of this study was to confirm the existence of the frequent exacerbator phenotype with an innovative unbiased statistical analysis of prospectively recorded exacerbations. Methods Data from patients with COPD from the French cohort in Exacerbations of COPD Patients (EXACO) were analyzed using the KmL method designed to cluster longitudinal data and receiver operating characteristic (ROC) curve analysis to determine the best threshold to allocate patients to identified clusters. Univariate and multivariate analyses were performed to study characteristics associated with different clusters. Results Two clusters of patients were identified based on exacerbation frequency over time, with 2.89 exacerbations per year on average in the first cluster (n = 348) and 0.71 on average in the second cluster (n = 116). The best threshold to distinguish these clusters was two moderate to severe exacerbations per year. Frequent exacerbators had more airflow limitation, symptoms, and health-related quality of life impairment. A simple clinical score was derived to help identify patients at risk of exacerbations. Conclusions These analyses confirmed the existence and clinical relevance of a frequent exacerbator subgroup of patients with COPD and the currently used threshold to define this phenotype. The COPD “frequent exacerbator” phenotype is usually defined by at least two treated exacerbations per year and is associated with a huge impact on patient health. However, existence of this phenotype and corresponding thresholds still need to be formally confirmed by statistical methods analyzing exacerbation profiles with no specific a priori hypothesis. The aim of this study was to confirm the existence of the frequent exacerbator phenotype with an innovative unbiased statistical analysis of prospectively recorded exacerbations. Data from patients with COPD from the French cohort in Exacerbations of COPD Patients (EXACO) were analyzed using the KmL method designed to cluster longitudinal data and receiver operating characteristic (ROC) curve analysis to determine the best threshold to allocate patients to identified clusters. Univariate and multivariate analyses were performed to study characteristics associated with different clusters. Two clusters of patients were identified based on exacerbation frequency over time, with 2.89 exacerbations per year on average in the first cluster (n = 348) and 0.71 on average in the second cluster (n = 116). The best threshold to distinguish these clusters was two moderate to severe exacerbations per year. Frequent exacerbators had more airflow limitation, symptoms, and health-related quality of life impairment. A simple clinical score was derived to help identify patients at risk of exacerbations. These analyses confirmed the existence and clinical relevance of a frequent exacerbator subgroup of patients with COPD and the currently used threshold to define this phenotype.
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
丘比特应助科研通管家采纳,获得10
刚刚
刚刚
充电宝应助科研通管家采纳,获得10
刚刚
zkx发布了新的文献求助10
刚刚
Jasper应助科研通管家采纳,获得10
刚刚
Akim应助科研通管家采纳,获得10
刚刚
1秒前
无花果应助科研通管家采纳,获得10
1秒前
在水一方应助科研通管家采纳,获得10
1秒前
1秒前
通行证应助科研通管家采纳,获得50
1秒前
1秒前
丘比特应助科研通管家采纳,获得30
1秒前
1秒前
1秒前
1秒前
1秒前
1秒前
打打应助科研通管家采纳,获得10
1秒前
LU发布了新的文献求助10
2秒前
完美世界应助科研通管家采纳,获得10
2秒前
qiii发布了新的文献求助10
2秒前
Akim应助科研通管家采纳,获得30
2秒前
2秒前
香蕉觅云应助科研通管家采纳,获得10
2秒前
orixero应助葉12138采纳,获得10
2秒前
科目三应助闪闪的冥茗采纳,获得10
2秒前
方俊驰完成签到,获得积分10
2秒前
科研通AI6.3应助小九采纳,获得10
3秒前
3秒前
4秒前
4秒前
天天快乐应助beyondh采纳,获得10
4秒前
飘逸远望完成签到,获得积分10
4秒前
开放满天应助catherine采纳,获得30
4秒前
5秒前
小小完成签到,获得积分10
5秒前
mei发布了新的文献求助10
5秒前
鱼淼发布了新的文献求助10
6秒前
初景发布了新的文献求助10
6秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Picture this! Including first nations fiction picture books in school library collections 2000
The Cambridge History of China: Volume 4, Sui and T'ang China, 589–906 AD, Part Two 1500
Cowries - A Guide to the Gastropod Family Cypraeidae 1200
Quality by Design - An Indispensable Approach to Accelerate Biopharmaceutical Product Development 800
Pulse width control of a 3-phase inverter with non sinusoidal phase voltages 777
ON THE THEORY OF BIRATIONAL BLOWING-UP 666
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6392385
求助须知:如何正确求助?哪些是违规求助? 8207803
关于积分的说明 17374628
捐赠科研通 5445833
什么是DOI,文献DOI怎么找? 2879257
邀请新用户注册赠送积分活动 1855665
关于科研通互助平台的介绍 1698624