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Gene Coexpression Networks in Whole Blood Implicate Multiple Interrelated Molecular Pathways in Obesity in People with Asthma.

Authors :
Croteau-Chonka DC
Chen Z
Barnes KC
Barraza-Villarreal A
Celedón JC
Gauderman WJ
Gilliland FD
Krishnan JA
Liu AH
London SJ
Martinez FD
Millstein J
Naureckas ET
Nicolae DL
White SR
Ober C
Weiss ST
Raby BA
Source :
Obesity (Silver Spring, Md.) [Obesity (Silver Spring)] 2018 Dec; Vol. 26 (12), pp. 1938-1948. Date of Electronic Publication: 2018 Oct 25.
Publication Year :
2018

Abstract

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.<br />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).<br />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).<br />Conclusions: The gene coexpression network profiles thus implicate multiple interrelated pathways in the biology of an important endotype of asthma with obesity.<br /> (© 2018 The Obesity Society.)

Details

Language :
English
ISSN :
1930-739X
Volume :
26
Issue :
12
Database :
MEDLINE
Journal :
Obesity (Silver Spring, Md.)
Publication Type :
Academic Journal
Accession number :
30358166
Full Text :
https://doi.org/10.1002/oby.22341