Plasma protein signatures of adult asthma

哮喘 过敏性 医学 逻辑回归 免疫学 蛋白质组学 内科学 生物 生物化学 基因
作者
Gordon Smilnak,Yura Lee,Abhijnan Chattopadhyay,Annah B. Wyss,Julie D. White,Sinjini Sikdar,Jianping Jin,Andrew J. Grant,Alison A. Motsinger‐Reif,Jian‐Liang Li,Mi Kyeong Lee,Bing Yu,Stephanie J. London
出处
期刊:Allergy [Wiley]
卷期号:79 (3): 643-655 被引量:4
标识
DOI:10.1111/all.16000
摘要

Abstract Background Adult asthma is complex and incompletely understood. Plasma proteomics is an evolving technique that can both generate biomarkers and provide insights into disease mechanisms. We aimed to identify plasma proteomic signatures of adult asthma. Methods Protein abundance in plasma was measured in individuals from the Agricultural Lung Health Study (ALHS) (761 asthma, 1095 non‐case) and the Atherosclerosis Risk in Communities study (470 asthma, 10,669 non‐case) using the SOMAScan 5K array. Associations with asthma were estimated using covariate adjusted logistic regression and meta‐analyzed using inverse‐variance weighting. Additionally, in ALHS, we examined phenotypes based on both asthma and seroatopy (asthma with atopy ( n = 207), asthma without atopy ( n = 554), atopy without asthma ( n = 147), compared to neither ( n = 948)). Results Meta‐analysis of 4860 proteins identified 115 significantly (FDR<0.05) associated with asthma. Multiple signaling pathways related to airway inflammation and pulmonary injury were enriched (FDR<0.05) among these proteins. A proteomic score generated using machine learning provided predictive value for asthma (AUC = 0.77, 95% CI = 0.75–0.79 in training set; AUC = 0.72, 95% CI = 0.69–0.75 in validation set). Twenty proteins are targeted by approved or investigational drugs for asthma or other conditions, suggesting potential drug repurposing. The combined asthma‐atopy phenotype showed significant associations with 20 proteins, including five not identified in the overall asthma analysis. Conclusion This first large‐scale proteomics study identified over 100 plasma proteins associated with current asthma in adults. In addition to validating previous associations, we identified many novel proteins that could inform development of diagnostic biomarkers and therapeutic targets in asthma management.

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
冷艳铁身完成签到 ,获得积分10
3秒前
DiJia完成签到 ,获得积分10
7秒前
MRJJJJ完成签到,获得积分10
7秒前
MUAN完成签到 ,获得积分10
8秒前
龙弟弟完成签到 ,获得积分10
13秒前
13秒前
VV发布了新的文献求助10
17秒前
17秒前
Claire完成签到 ,获得积分10
17秒前
hadfunsix完成签到 ,获得积分10
18秒前
等等发布了新的文献求助10
21秒前
白白不喽完成签到 ,获得积分10
26秒前
26秒前
读书妖精文亭逐完成签到,获得积分10
35秒前
38秒前
Lynn完成签到 ,获得积分10
39秒前
45秒前
51秒前
55秒前
56秒前
CadoreK完成签到 ,获得积分10
56秒前
迅速的千风完成签到 ,获得积分10
58秒前
闪闪的音响完成签到 ,获得积分10
1分钟前
herpes完成签到 ,获得积分0
1分钟前
1分钟前
我要看文献完成签到 ,获得积分10
1分钟前
zenabia完成签到 ,获得积分0
1分钟前
1分钟前
1分钟前
陈秋完成签到,获得积分10
1分钟前
优雅含莲完成签到 ,获得积分10
1分钟前
秦梭璋完成签到 ,获得积分10
1分钟前
六一儿童节完成签到 ,获得积分0
1分钟前
勤恳的远山完成签到,获得积分20
1分钟前
1分钟前
cookiezhu01完成签到 ,获得积分10
1分钟前
yqx完成签到 ,获得积分10
1分钟前
1分钟前
1分钟前
xun完成签到,获得积分10
1分钟前
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
Elements of Propulsion: Gas Turbines and Rockets, Second Edition 1000
卤化钙钛矿人工突触的研究 1000
Engineering for calcareous sediments : proceedings of the International Conference on Calcareous Sediments, Perth 15-18 March 1988 / edited by R.J. Jewell, D.C. Andrews 1000
Wolffs Headache and Other Head Pain 9th Edition 1000
Continuing Syntax 1000
Signals, Systems, and Signal Processing 510
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 6246669
求助须知:如何正确求助?哪些是违规求助? 8070096
关于积分的说明 16845843
捐赠科研通 5322862
什么是DOI,文献DOI怎么找? 2834283
邀请新用户注册赠送积分活动 1811763
关于科研通互助平台的介绍 1667516