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Transcriptomics of bronchoalveolar lavage cells identifies new molecular endotypes of sarcoidosis.
Vukmirovic, Milica; Yan, Xiting; Gibson, Kevin F; Gulati, Mridu; Schupp, Jonas C; DeIuliis, Giuseppe; Adams, Taylor S; Hu, Buqu; Mihaljinec, Antun; Woolard, Tony N; Lynn, Heather; Emeagwali, Nkiruka; Herzog, Erica L; Chen, Edward S; Morris, Alison; Leader, Joseph K; Zhang, Yingze; Garcia, Joe G N; Maier, Lisa A; Collman, Ronald G; Drake, Wonder P; Becich, Michael J; Hochheiser, Harry; Wisniewski, Steven R; Benos, Panayiotis V; Moller, David R; Prasse, Antje; Koth, Laura L; Kaminski, Naftali.
Afiliación
  • Vukmirovic M; Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA.
  • Yan X; Dept of Medicine, Division of Respirology, McMaster University, Hamilton, ON, Canada.
  • Gibson KF; Equally contributing authors.
  • Gulati M; Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA.
  • Schupp JC; Dept of Biostatistics, Yale School of Public Health, New Haven, CT, USA.
  • DeIuliis G; Equally contributing authors.
  • Adams TS; Dept of Medicine, University of Pittsburgh, School of Medicine, Pittsburgh, PA, US.
  • Hu B; Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA.
  • Mihaljinec A; Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA.
  • Woolard TN; Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA.
  • Lynn H; Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA.
  • Emeagwali N; Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA.
  • Herzog EL; Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA.
  • Chen ES; Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA.
  • Morris A; Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA.
  • Leader JK; University of Arizona Health Sciences, Tucson, AZ, USA.
  • Zhang Y; Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA.
  • Garcia JGN; Section of Pulmonary, Critical Care and Sleep Medicine, Dept of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA.
  • Maier LA; Johns Hopkins University, Baltimore, MD, USA.
  • Collman RG; Dept of Medicine, University of Pittsburgh, School of Medicine, Pittsburgh, PA, US.
  • Drake WP; Dept of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
  • Becich MJ; Dept of Medicine, University of Pittsburgh, School of Medicine, Pittsburgh, PA, US.
  • Hochheiser H; University of Arizona Health Sciences, Tucson, AZ, USA.
  • Wisniewski SR; National Jewish Health, Denver, CO, USA.
  • Benos PV; University of Pennsylvania School of Medicine, PA, USA.
  • Moller DR; Vanderbilt University, Nashville, TN, USA.
  • Prasse A; Dept of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
  • Koth LL; Dept of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
  • Kaminski N; Dept of Medicine, University of Pittsburgh, School of Medicine, Pittsburgh, PA, US.
Eur Respir J ; 58(6)2021 12.
Article en En | MEDLINE | ID: mdl-34083402
ABSTRACT

BACKGROUND:

Sarcoidosis is a multisystem granulomatous disease of unknown origin with a variable and often unpredictable course and pattern of organ involvement. In this study we sought to identify specific bronchoalveolar lavage (BAL) cell gene expression patterns indicative of distinct disease phenotypic traits.

METHODS:

RNA sequencing by Ion Torrent Proton was performed on BAL cells obtained from 215 well-characterised patients with pulmonary sarcoidosis enrolled in the multicentre Genomic Research in Alpha-1 Antitrypsin Deficiency and Sarcoidosis (GRADS) study. Weighted gene co-expression network analysis and nonparametric statistics were used to analyse genome-wide BAL transcriptome. Validation of results was performed using a microarray expression dataset of an independent sarcoidosis cohort (Freiburg, Germany; n=50).

RESULTS:

Our supervised analysis found associations between distinct transcriptional programmes and major pulmonary phenotypic manifestations of sarcoidosis including T-helper type 1 (Th1) and Th17 pathways associated with hilar lymphadenopathy, transforming growth factor-ß1 (TGFB1) and mechanistic target of rapamycin (MTOR) signalling with parenchymal involvement, and interleukin (IL)-7 and IL-2 with airway involvement. Our unsupervised analysis revealed gene modules that uncovered four potential sarcoidosis endotypes including hilar lymphadenopathy with increased acute T-cell immune response; extraocular organ involvement with PI3K activation pathways; chronic and multiorgan disease with increased immune response pathways; and multiorgan involvement, with increased IL-1 and IL-18 immune and inflammatory responses. We validated the occurrence of these endotypes using gene expression, pulmonary function tests and cell differentials from Freiburg.

CONCLUSION:

Taken together, our results identify BAL gene expression programmes that characterise major pulmonary sarcoidosis phenotypes and suggest the presence of distinct disease molecular endotypes.
Asunto(s)

Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Sarcoidosis / Sarcoidosis Pulmonar Tipo de estudio: Clinical_trials / Prognostic_studies Límite: Humans Idioma: En Revista: Eur Respir J Año: 2021 Tipo del documento: Article País de afiliación: Estados Unidos

Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Sarcoidosis / Sarcoidosis Pulmonar Tipo de estudio: Clinical_trials / Prognostic_studies Límite: Humans Idioma: En Revista: Eur Respir J Año: 2021 Tipo del documento: Article País de afiliación: Estados Unidos