Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
Division of Pulmonary Medicine, Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, PA, USA.
Pediatr Allergy Immunol. 2021 Jul;32(5):905-916. doi: 10.1111/pai.13466. Epub 2021 Mar 4.
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.
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.
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 < -.20; 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).
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.
婴儿毛细支气管炎会导致严重的急性(例如,严重程度)和慢性(例如,哮喘发展)发病,但它的发病机制仍不清楚。我们研究了局部(鼻咽)和全身(血清)反应与毛细支气管炎发病的综合关系。
在一项针对因毛细支气管炎住院的婴儿的多中心前瞻性队列研究中,我们应用网络分析方法来确定鼻咽和血清代谢组中不同的网络(模块)-紧密连接代谢物的聚类。我们检查了它们与急性严重程度(通过使用正压通气[PPV]来定义)和 5 岁时哮喘发展的个体和综合关系。
在 140 名婴儿中,我们鉴定出 285 种鼻咽代谢物和 639 种血清代谢物。网络分析显示 7 个鼻咽模块和 8 个血清模块。在个体模块水平上,鼻咽-氨基酸、三羧酸(TCA)循环和肉碱模块与更高的 PPV 使用风险相关(r>.20;P<.001),而血清-肉碱、氨基酸和甘油磷酸胆碱(GPC)/甘油磷酸乙醇胺(GPE)模块与较低的风险相关(均 r<-.20;P<.05)。PPV 使用的综合分析显示出一致的结果-例如,鼻咽-TCA(调整后的 OR:2.87,95%CI:1.68-12.2)和血清-GPC/GPE(调整后的 OR:0.54,95%CI:0.38-0.80)模块-以及一个附加模块-血清-葡萄糖-丙氨酸循环模块(调整后的 OR:0.69,95%CI:0.56-0.86)。对于哮喘风险,没有个体关联,但存在综合关联(例如,鼻咽-肉碱模块;调整后的 OR:1.48,95%CI:1.11-1.99)。
在患有毛细支气管炎的婴儿中,我们发现局部和全身代谢组网络与急性和慢性发病之间存在综合关系。我们的研究结果推进了对呼吸道病毒、局部和全身反应以及毛细支气管炎婴儿疾病发病机制之间复杂相互作用的研究。