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Gene coexpression networks reveal novel molecular endotypes in alpha-1 antitrypsin deficiency.
Chu, Jen-Hwa; Zang, Wenlan; Vukmirovic, Milica; Yan, Xiting; Adams, Taylor; DeIuliis, Giuseppe; Hu, Buqu; Mihaljinec, Antun; Schupp, Jonas C; Becich, Michael J; Hochheiser, Harry; Gibson, Kevin F; Chen, Edward S; Morris, Alison; Leader, Joseph K; Wisniewski, Stephen R; Zhang, Yingze; Sciurba, Frank C; Collman, Ronald G; Sandhaus, Robert; Herzog, Erica L; Patterson, Karen C; Sauler, Maor; Strange, Charlie; Kaminski, Naftali.
Afiliação
  • Chu JH; Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA jen-hwa.chu@yale.edu.
  • Zang W; Department of Biostatistics, Yale University School of Public Health, New Haven, Connecticut, USA.
  • Vukmirovic M; Department of Biostatistics, Yale University School of Public Health, New Haven, Connecticut, USA.
  • Yan X; Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.
  • Adams T; Department of Medicine, Division of Respirology, McMaster University, Hamilton, Ontario, Canada.
  • DeIuliis G; Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.
  • Hu B; Department of Biostatistics, Yale University School of Public Health, New Haven, Connecticut, USA.
  • Mihaljinec A; Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.
  • Schupp JC; Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.
  • Becich MJ; Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.
  • Hochheiser H; Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.
  • Gibson KF; Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.
  • Chen ES; Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
  • Morris A; Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
  • Leader JK; Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
  • Wisniewski SR; Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.
  • Zhang Y; Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
  • Sciurba FC; Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
  • Collman RG; Department of Epidemiology, University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania, USA.
  • Sandhaus R; Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
  • Herzog EL; Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
  • Patterson KC; Department of Microbiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
  • Sauler M; Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
  • Strange C; Department of Medicine, National Jewish Health, Denver, Colorado, USA.
  • Kaminski N; Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.
Thorax ; 76(2): 134-143, 2021 02.
Article em En | MEDLINE | ID: mdl-33303696
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.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Deficiência de alfa 1-Antitripsina / Doença Pulmonar Obstrutiva Crônica / Redes Reguladoras de Genes Tipo de estudo: Clinical_trials / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Female / Humans / Male / Middle aged Idioma: En Revista: Thorax Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Deficiência de alfa 1-Antitripsina / Doença Pulmonar Obstrutiva Crônica / Redes Reguladoras de Genes Tipo de estudo: Clinical_trials / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Female / Humans / Male / Middle aged Idioma: En Revista: Thorax Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos