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Gene coexpression networks reveal novel molecular endotypes in alpha-1 antitrypsin deficiency.

Authors :
Chu JH
Zang W
Vukmirovic M
Yan X
Adams T
DeIuliis G
Hu B
Mihaljinec A
Schupp JC
Becich MJ
Hochheiser H
Gibson KF
Chen ES
Morris A
Leader JK
Wisniewski SR
Zhang Y
Sciurba FC
Collman RG
Sandhaus R
Herzog EL
Patterson KC
Sauler M
Strange C
Kaminski N
Source :
Thorax [Thorax] 2021 Feb; Vol. 76 (2), pp. 134-143. Date of Electronic Publication: 2020 Dec 10.
Publication Year :
2021

Abstract

Background: Alpha-1 antitrypsin deficiency (AATD) is a genetic condition that causes early onset pulmonary emphysema and airways obstruction. The complete mechanisms via which AATD causes lung disease are not fully understood. To improve our understanding of the pathogenesis of AATD, we investigated gene expression profiles of bronchoalveolar lavage (BAL) and peripheral blood mononuclear cells (PBMCs) in AATD individuals.<br />Methods: We performed RNA-Seq on RNA extracted from matched BAL and PBMC samples isolated from 89 subjects enrolled in the Genomic Research in Alpha-1 Antitrypsin Deficiency and Sarcoidosis (GRADS) study. Subjects were stratified by genotype and augmentation therapy. Supervised and unsupervised differential gene expression analyses were performed using Weighted Gene Co-expression Network Analysis (WGCNA) to identify gene profiles associated with subjects' clinical variables. The genes in the most significant WGCNA module were used to cluster AATD individuals. Gene validation was performed by NanoString nCounter Gene Expression Assay.<br />Result: We observed modest effects of AATD genotype and augmentation therapy on gene expression. When WGCNA was applied to BAL transcriptome, one gene module, ME31 (2312 genes), correlated with the highest number of clinical variables and was functionally enriched with numerous immune T-lymphocyte related pathways. This gene module identified two distinct clusters of AATD individuals with different disease severity and distinct PBMC gene expression patterns.<br />Conclusions: We successfully identified novel clusters of AATD individuals where severity correlated with increased immune response independent of individuals' genotype and augmentation therapy. These findings may suggest the presence of previously unrecognised disease endotypes in AATD that associate with T-lymphocyte immunity and disease severity.<br /> (© Author(s) (or their employer(s)) 2021. No commercial re-use. See rights and permissions. Published by BMJ.)

Details

Language :
English
ISSN :
1468-3296
Volume :
76
Issue :
2
Database :
MEDLINE
Journal :
Thorax
Publication Type :
Academic Journal
Accession number :
33303696
Full Text :
https://doi.org/10.1136/thoraxjnl-2019-214301