Integrated associations of nasopharyngeal and serum metabolome with bronchiolitis severity and asthma: A multicenter prospective cohort study

被引:18
|
作者
Fujiogi, Michimasa [1 ]
Camargo, Carlos A. [1 ]
Raita, Yoshihiko [1 ]
Zhu, Zhaozong [1 ]
Celedon, Juan C. [2 ,3 ]
Mansbach, Jonathan M. [4 ]
Spergel, Jonathan M. [5 ]
Hasegawa, Kohei [1 ]
机构
[1] Harvard Med Sch, Massachusetts Gen Hosp, Dept Emergency Med, Boston, MA 02115 USA
[2] Univ Pittsburgh, UPMC Childrens Hosp Pittsburgh, Dept Pediat, Div Pulm Med, Pittsburgh, PA USA
[3] Harvard Med Sch, Boston Childrens Hosp, Dept Pediat, Boston, MA 02115 USA
[4] Childrens Hosp Philadelphia, Perelman Sch Med, Dept Pediat, Philadelphia, PA 19104 USA
[5] Childrens Hosp Philadelphia, Div Allergy & Immunol, Philadelphia, PA 19104 USA
基金
美国国家卫生研究院;
关键词
airway; bronchiolitis; infants; metabolome; network analysis; RESPIRATORY SYNCYTIAL VIRUS; FREE CARNITINE LEVELS; RHINOVIRUS BRONCHIOLITIS; PROFILES; CORTISOL; CHILDREN;
D O I
10.1111/pai.13466
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
摘要
Background While infant bronchiolitis contributes to substantial acute (eg, severity) and chronic (eg, asthma development) morbidities, its pathobiology remains uncertain. We examined the integrated relationships of local (nasopharyngeal) and systemic (serum) responses with bronchiolitis morbidities. Methods In a multicenter prospective cohort study of infants hospitalized for bronchiolitis, we applied a network analysis approach to identify distinct networks (modules)-clusters of densely interconnected metabolites-of the nasopharyngeal and serum metabolome. We examined their individual and integrated relationships with acute severity (defined by positive pressure ventilation [PPV] use) and asthma development by age 5 years. Results In 140 infants, we identified 285 nasopharyngeal and 639 serum metabolites. Network analysis revealed 7 nasopharyngeal and 8 serum modules. At the individual module level, nasopharyngeal-amino acid, tricarboxylic acid (TCA) cycle, and carnitine modules were associated with higher risk of PPV use (r > .20; P < .001), while serum-carnitine, amino acid, and glycerophosphorylcholine (GPC)/glycerophosphorylethanolamine (GPE) modules were associated with lower risk (all r P < .05). The integrated analysis for PPV use revealed consistent findings-for example, nasopharyngeal-TCA (adjOR: 2.87, 95% CI: 1.68-12.2) and serum-GPC/GPE (adjOR: 0.54, 95% CI: 0.38-0.80) modules-and an additional module-serum-glucose-alanine cycle module (adjOR: 0.69, 95% CI: 0.56-0.86). With asthma risk, there were no individual associations, but there were integrated associations (eg, nasopharyngeal-carnitine module; adjOR: 1.48, 95% CI: 1.11-1.99). Conclusion In infants with bronchiolitis, we found integrated relationships of local and systemic metabolome networks with acute and chronic morbidity. Our findings advance research into the complex interplay among respiratory viruses, local and systemic response, and disease pathobiology in infants with bronchiolitis.
引用
收藏
页码:905 / 916
页数:12
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