Prediction of adult asthma risk in early childhood using novel adult asthma predictive risk scores

哮喘 医学 喘息 逻辑回归 曲线下面积 风险因素 队列 试验预测值 内科学 儿科
作者
Abdal J. Farhan,Dilini M. Kothalawala,Ramesh Kurukulaaratchy,Raquel Granell,Angela Simpson,Clare Murray,Adnan Ćustović,Graham Roberts,Hongmei Zhang,Syed Hasan Arshad
出处
期刊:Allergy [Wiley]
卷期号:78 (11): 2969-2979 被引量:12
标识
DOI:10.1111/all.15876
摘要

Abstract Background Numerous risk scores have been developed to predict childhood asthma. However, they may not predict asthma beyond childhood. We aim to create childhood risk scores that predict development and persistence of asthma up to young adult life. Methods The Isle of Wight Birth Cohort ( n = 1456) was prospectively assessed up to 26 years of age. Asthma predictive scores were developed based on factors during the first 4 years, using logistic regression and tested for sensitivity, specificity and area under the curve (AUC) for prediction of asthma at (i) 18 and (ii) 26 years, and persistent asthma (PA) (iii) at 10 and 18 years, and (iv) at 10, 18 and 26 years. Models were internally and externally validated. Results Four models were generated for prediction of each asthma outcome. ASthma PredIctive Risk scorE (ASPIRE)‐1: a 2‐factor model (recurrent wheeze [RW] and positive skin prick test [+SPT] at 4 years) for asthma at 18 years (sensitivity: 0.49, specificity: 0.80, AUC: 0.65). ASPIRE‐2: a 3‐factor model (RW, +SPT and maternal rhinitis) for asthma at 26 years (sensitivity: 0.60, specificity: 0.79, AUC: 0.73). ASPIRE‐3: a 3‐factor model (RW, +SPT and eczema at 4 years) for PA‐18 (sensitivity: 0.63, specificity: 0.87, AUC: 0.77). ASPIRE‐4: a 3‐factor model (RW, +SPT at 4 years and recurrent chest infection at 2 years) for PA‐26 (sensitivity: 0.68, specificity: 0.87, AUC: 0.80). ASPIRE‐1 and ASPIRE‐3 scores were replicated externally. Further assessments indicated that ASPIRE‐1 can be used in place of ASPIRE‐2‐4 with same predictive accuracy. Conclusion ASPIRE predicts persistent asthma up to young adult life.

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
赘婿应助晴枫3648采纳,获得10
刚刚
刚刚
cheng完成签到,获得积分10
2秒前
2秒前
Fiona发布了新的文献求助10
3秒前
3秒前
3秒前
发顺丰发布了新的文献求助10
4秒前
wangzhenghua完成签到 ,获得积分10
4秒前
JamesPei应助负责秋天采纳,获得10
4秒前
5秒前
WYQ完成签到 ,获得积分10
5秒前
陈一发布了新的文献求助10
5秒前
6秒前
6秒前
6秒前
zyy发布了新的文献求助10
6秒前
8秒前
活泼的万宝路完成签到,获得积分10
8秒前
9秒前
无辜书兰完成签到,获得积分10
9秒前
ZHAO发布了新的文献求助30
9秒前
兔大王的萝卜完成签到,获得积分10
10秒前
杨武天一发布了新的文献求助10
11秒前
林志坚完成签到 ,获得积分10
11秒前
了了了发布了新的文献求助10
12秒前
12秒前
zyy完成签到,获得积分20
12秒前
LHL完成签到,获得积分10
13秒前
15秒前
16秒前
17秒前
高兴大楚完成签到 ,获得积分10
17秒前
17秒前
勤劳宛菡完成签到 ,获得积分10
18秒前
充电宝应助毒蛇青椒采纳,获得10
18秒前
18秒前
18秒前
初梦发布了新的文献求助10
19秒前
汉堡包应助plain采纳,获得10
20秒前
高分求助中
Malcolm Fraser : a biography 700
Signals, Systems, and Signal Processing 610
天津市智库成果选编 600
Climate change and sports: Statistics report on climate change and sports 500
Forced degradation and stability indicating LC method for Letrozole: A stress testing guide 500
Organic Reactions Volume 118 400
A Foreign Missionary on the Long March: The Unpublished Memoirs of Arnolis Hayman of the China Inland Mission 400
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 6465431
求助须知:如何正确求助?哪些是违规求助? 8272420
关于积分的说明 17638041
捐赠科研通 5539652
什么是DOI,文献DOI怎么找? 2907657
邀请新用户注册赠送积分活动 1884755
关于科研通互助平台的介绍 1732248