Proteomics endotyping of infants with severe bronchiolitis and risk of childhood asthma

被引:16
|
作者
Ooka, Tadao [1 ,2 ]
Raita, Yoshihiko [1 ]
Fujiogi, Michimasa [1 ]
Freishtat, Robert J. [3 ,4 ]
Gerszten, Robert E. [5 ,6 ]
Mansbach, Jonathan M. [7 ]
Zhu, Zhaozhong [1 ]
Camargo, Carlos A., Jr. [1 ]
Hasegawa, Kohei [1 ]
机构
[1] Harvard Med Sch, Massachusetts Gen Hosp, Dept Emergency Med, Boston, MA 02115 USA
[2] Univ Yamanashi, Dept Hlth Sci, Chuo, Japan
[3] George Washington Univ, Ctr Genet Med Res, Dept Pediat, Sch Med & Hlth Sci, Washington, DC USA
[4] George Washington Univ, Div Emergency Med, Dept Pediat, Sch Med & Hlth Sci, Washington, DC USA
[5] Beth Israel Deaconess Med Ctr, Div Cardiovasc Med, Dept Med, Boston, MA 02215 USA
[6] Beth Israel Deaconess Med Ctr, Cardiovasc Inst, Dept Med, Boston, MA 02215 USA
[7] Harvard Med Sch, Boston Childrens Hosp, Dept Pediat, Boston, MA 02115 USA
基金
美国国家卫生研究院;
关键词
asthma; bronchiolitis; endotyping; infants; proteome; RESPIRATORY SYNCYTIAL VIRUS; NF-KAPPA-B; DISEASE SEVERITY; NASOPHARYNGEAL MICROBIOTA; PROSPECTIVE MULTICENTER; CHILDREN; PROFILES; SENSITIZATION; ASSOCIATION; INFECTIONS;
D O I
10.1111/all.15390
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
摘要
Background Bronchiolitis is the leading cause of hospitalization in U.S. infants and a major risk factor for childhood asthma. Growing evidence supports clinical heterogeneity within bronchiolitis. We aimed to identify endotypes of infant bronchiolitis by integrating clinical, virus, and serum proteome data, and examine their relationships with asthma development. Methods This is a multicenter prospective cohort study of infants hospitalized for physician-diagnosis of bronchiolitis. We identified bronchiolitis endotypes by applying unsupervised machine learning (clustering) approaches to integrated clinical, virus (respiratory syncytial virus [RSV], rhinovirus [RV]), and serum proteome data measured at hospitalization. We then examined their longitudinal association with the risk for developing asthma by age 6 years. Results In 140 infants hospitalized with bronchiolitis, we identified three endotypes: (1) clinical(atopic)virus(RV)proteome(NF kappa B-dysregulated), (2) clinical(non-atopic)virus(RSV/RV)proteome(TNF-dysregulated), and (3) clinical(classic)virus(RSV)proteome(NF kappa B/TNF-regulated) endotypes. Endotype 1 infants were characterized by high proportion of IgE sensitization and RV infection. These endotype 1 infants also had dysregulated NF kappa B pathways (FDR < 0.001) and significantly higher risks for developing asthma (53% vs. 22%; adjOR 4.04; 95% CI, 1.49-11.0; p = 0.006), compared with endotype 3 (clinically resembling "classic" bronchiolitis). Likewise, endotype 2 infants were characterized by low proportion of IgE sensitization and high proportion of RSV or RV infection. These endotype 2 infants had dysregulated tumor necrosis factor (TNF)-mediated signaling pathway (FDR <0.001) and significantly higher risks for developing asthma (44% vs. 22%; adjOR 2.71; 95% CI, 1.03-7.11, p = 0.04). Conclusion In this multicenter cohort, integrated clustering of clinical, virus, and proteome data identified biologically distinct endotypes of bronchiolitis that have differential risks of asthma development.
引用
收藏
页码:3350 / 3361
页数:12
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