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


Journal

Thorax
ISSN: 1468-3296
Titre abrégé: Thorax
Pays: England
ID NLM: 0417353

Informations de publication

Date de publication:
02 2021
Historique:
received: 07 11 2019
revised: 29 10 2020
accepted: 29 10 2020
pubmed: 12 12 2020
medline: 13 7 2021
entrez: 11 12 2020
Statut: ppublish

Résumé

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. 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. 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. 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.

Sections du résumé

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.
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.
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.
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.

Identifiants

pubmed: 33303696
pii: thoraxjnl-2019-214301
doi: 10.1136/thoraxjnl-2019-214301
doi:

Types de publication

Journal Article Multicenter Study Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

134-143

Subventions

Organisme : NHLBI NIH HHS
ID : R00 HL114651
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL155948
Pays : United States

Informations de copyright

© Author(s) (or their employer(s)) 2021. No commercial re-use. See rights and permissions. Published by BMJ.

Auteurs

Jen-Hwa Chu (JH)

Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA jen-hwa.chu@yale.edu.
Department of Biostatistics, Yale University School of Public Health, New Haven, Connecticut, USA.

Wenlan Zang (W)

Department of Biostatistics, Yale University School of Public Health, New Haven, Connecticut, USA.

Milica Vukmirovic (M)

Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.
Department of Medicine, Division of Respirology, McMaster University, Hamilton, Ontario, Canada.

Xiting Yan (X)

Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.
Department of Biostatistics, Yale University School of Public Health, New Haven, Connecticut, USA.

Taylor Adams (T)

Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.

Giuseppe DeIuliis (G)

Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.

Buqu Hu (B)

Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.

Antun Mihaljinec (A)

Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.

Jonas C Schupp (JC)

Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.

Michael J Becich (MJ)

Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.

Harry Hochheiser (H)

Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.

Kevin F Gibson (KF)

Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.

Edward S Chen (ES)

Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.

Alison Morris (A)

Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.

Joseph K Leader (JK)

Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.

Stephen R Wisniewski (SR)

Department of Epidemiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania, USA.

Yingze Zhang (Y)

Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.

Frank C Sciurba (FC)

Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.

Ronald G Collman (RG)

Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.

Robert Sandhaus (R)

Department of Medicine, National Jewish Health, Denver, Colorado, USA.

Erica L Herzog (EL)

Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.

Karen C Patterson (KC)

Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
Department of Clinical and Experimental Medicine, Brighton and Sussex Medical School, Brigton, UK.

Maor Sauler (M)

Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.

Charlie Strange (C)

Medical University of South Carolina, Charleston, South Carolina, USA.

Naftali Kaminski (N)

Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.

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