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Gene Coexpression Networks in Whole Blood Implicate Multiple Interrelated Molecular Pathways in Obesity in People with Asthma
Author(s) -
CroteauChonka Damien C.,
Chen Zhanghua,
Barnes Kathleen C.,
BarrazaVillarreal Albino,
Celedón Juan C.,
Gauderman W. James,
Gilliland Frank D.,
Krishnan Jerry A.,
Liu Andrew H.,
London Stephanie J.,
Martinez Fernando D.,
Millstein Joshua,
Naureckas Edward T.,
Nicolae Dan L.,
White Steven R.,
Ober Carole,
Weiss Scott T.,
Raby Benjamin A.
Publication year - 2018
Publication title -
obesity
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.438
H-Index - 199
eISSN - 1930-739X
pISSN - 1930-7381
DOI - 10.1002/oby.22341
Subject(s) - asthma , obesity , gene , biology , gene regulatory network , disease , gene expression , bioinformatics , computational biology , medicine , genetics , immunology , endocrinology
Objective Asthmatic children who develop obesity through adolescence have poorer disease outcomes compared with those who do not. This study aimed to characterize the biology of childhood asthma complicated by adult obesity. Methods Gene expression networks are powerful statistical tools for characterizing human disease that leverage the putative coregulatory relationships of genes to infer relevant biological pathways. Weighted gene coexpression network analysis of gene expression data was performed in whole blood from 514 adult asthmatic subjects. Then, module preservation and association replication analyses were performed in 418 subjects from two independent asthma cohorts (one pediatric and one adult). Results A multivariate model was identified in which three gene coexpression network modules were associated with incident obesity in the discovery cohort (each P < 0.05). Two module memberships were enriched for genes in pathways related to platelets, integrins, extracellular matrix, smooth muscle, NF‐κB signaling, and Hedgehog signaling. The network structures of each of the obesity modules were significantly preserved in both replication cohorts (permutation P = 9.999E‐05). The corresponding module gene sets were significantly enriched for differential expression in subjects with obesity in both replication cohorts (each P < 0.05). Conclusions The gene coexpression network profiles thus implicate multiple interrelated pathways in the biology of an important endotype of asthma with obesity.