Literature DB >> 33303696

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

Jen-Hwa Chu1,2, Wenlan Zang2, Milica Vukmirovic3,4, Xiting Yan3,2, Taylor Adams3, Giuseppe DeIuliis3, Buqu Hu3, Antun Mihaljinec3, Jonas C Schupp3, Michael J Becich5, Harry Hochheiser5, Kevin F Gibson6, Edward S Chen7, Alison Morris6, Joseph K Leader8, Stephen R Wisniewski9, Yingze Zhang6, Frank C Sciurba6, Ronald G Collman10,11, Robert Sandhaus12, Erica L Herzog3, Karen C Patterson11,13, Maor Sauler3, Charlie Strange14, Naftali Kaminski3.   

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

Entities:  

Keywords:  COPD mechanisms; alpha1 antitrypsin deficiency

Mesh:

Year:  2020        PMID: 33303696     DOI: 10.1136/thoraxjnl-2019-214301

Source DB:  PubMed          Journal:  Thorax        ISSN: 0040-6376            Impact factor:   9.139


  2 in total

Review 1.  Recent advancements in understanding the genetic involvement of alpha-1 antitrypsin deficiency associated lung disease: a look at future precision medicine approaches.

Authors:  Auyon J Ghosh; Brian D Hobbs
Journal:  Expert Rev Respir Med       Date:  2022-01-13       Impact factor: 3.772

2.  Key sunitinib-related biomarkers for renal cell carcinoma.

Authors:  Yun Peng; Shiqiang Dong; Yuxuan Song; Dingkun Hou; Lili Wang; Bowen Li; Haitao Wang
Journal:  Cancer Med       Date:  2021-08-17       Impact factor: 4.452

  2 in total

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