Children's National Hospital, George Washington University School of Medicine and Health Sciences, Washington, DC.
Priority Research Centre for Healthy Lungs, University of Newcastle, New Lambton Heights, Australia.
J Allergy Clin Immunol. 2022 Oct;150(4):861-871. doi: 10.1016/j.jaci.2022.04.033. Epub 2022 May 30.
Obesity-related complications including visceral fat, metabolic abnormalities, nutrient deficiencies, and immune perturbations are interdependent but have been individually associated with childhood asthma.
We sought to endotype childhood obesity-related asthma by quantifying contributions of obesity-related complications to symptoms and pulmonary function.
Multiomics analysis using Similarity Network Fusion followed by mediation analysis were performed to quantify prediction of obese asthma phenotype by different combinations of anthropometric, metabolic, nutrient, and T-cell transcriptome and DNA methylome data sets.
Two clusters (n = 28 and 26) distinct in their anthropometric (neck and midarm circumference, waist to hip ratio [WHR], and body mass index [BMI] z score), metabolic, nutrient, and T-cell transcriptome and DNA methylome footprint predicted 5 or more pulmonary function indices across 7 different data set combinations. Metabolic measures attenuated the association of neck, WHR, and BMI z score with FEV/forced vital capacity (FVC) ratio and expiratory reserve volume (ERV), of neck, midarm, and BMI z score with functional residual capacity, but only of WHR with inspiratory capacity. Nutrient levels attenuated the association of neck, midarm circumference, and BMI z score with functional residual capacity, and of WHR with FEV/FVC ratio, ERV, and inspiratory capacity. T-cell transcriptome attenuated the association of all 4 anthropometric measures with FEV/FVC ratio, but only of WHR with ERV and inspiratory capacity. The DNA methylome attenuated the association of all 4 anthropometric measures with FEV/FVC ratio and ERV, but only of WHR with inspiratory capacity.
Anthropometric, metabolic, nutrient, and immune perturbations have individual but interdependent contributions to obese asthma phenotype, with the most consistent effect of WHR, highlighting the role of truncal adiposity in endotyping childhood obesity-related asthma.
肥胖相关并发症,包括内脏脂肪、代谢异常、营养缺乏和免疫紊乱,相互关联,但已分别与儿童哮喘有关。
通过量化肥胖相关并发症对症状和肺功能的贡献,对儿童肥胖相关哮喘进行表型分型。
使用相似网络融合进行多组学分析,然后进行中介分析,以量化不同的人体测量学、代谢、营养和 T 细胞转录组和 DNA 甲基组数据组合对肥胖型哮喘表型的预测。
两个聚类(n=28 和 26)在其人体测量学(颈围和臂围、腰臀比[WHR]和体重指数[BMI]z 评分)、代谢、营养和 T 细胞转录组和 DNA 甲基组足迹方面存在差异,预测了 5 个或更多的肺功能指标跨越 7 个不同的数据组合。代谢指标减弱了颈围、WHR 和 BMI z 评分与 FEV/用力肺活量(FVC)比值和呼气储备量(ERV)的相关性,颈围、臂围和 BMI z 评分与功能残气量的相关性,以及仅 WHR 与吸气量的相关性。营养水平减弱了颈围、臂围周长和 BMI z 评分与功能残气量的相关性,以及 WHR 与 FEV/FVC 比值、ERV 和吸气量的相关性。T 细胞转录组减弱了所有 4 个人体测量指标与 FEV/FVC 比值的相关性,但仅 WHR 与 ERV 和吸气量的相关性。DNA 甲基组减弱了所有 4 个人体测量指标与 FEV/FVC 比值和 ERV 的相关性,但仅 WHR 与吸气量的相关性。
人体测量学、代谢、营养和免疫紊乱对肥胖型哮喘表型有个体但相互关联的贡献,其中 WHR 的影响最为一致,突出了躯干脂肪在儿童肥胖相关哮喘表型分型中的作用。