Pathway discovery using transcriptomic profiles in adult-onset severe asthma

Pieter-Paul W Hekking, Matthew J Loza, Stelios Pavlidis, Bertrand De Meulder, Diane Lefaudeux, Fred Baribaud, Charles Auffray, Ariane H Wagener, Paul Brinkman, Rene Lutter, Aruna T Bansal, Ana R Sousa, Steve A Bates, Yannis Pandis, Louise J Flemming, Dominique E Shaw, Stephen Fowler, Andrea Meiser, Kai Sun, Julie CorfieldPeter Howarth, Elisabeth H Bel, Ian M. Adcock, Kian Fan Chung, Ratko Djukanovic, J. Sterk Peter

Research output: Contribution to journalArticlepeer-review

Abstract

Background Adult-onset severe asthma is characterized by highly symptomatic disease despite high-intensity asthma treatments. Understanding of the underlying pathways of this heterogeneous disease is needed for the development of targeted treatments. Gene set variation analysis is a statistical technique used to identify gene profiles in heterogeneous samples. Objective We sought to identify gene profiles associated with adult-onset severe asthma. Methods This was a cross-sectional, observational study in which adult patients with adult-onset of asthma (defined as starting at age ≥18 years) as compared with childhood-onset severe asthma (<18 years) were selected from the U-BIOPRED cohort. Gene expression was assessed on the total RNA of induced sputum (n = 83), nasal brushings (n = 41), and endobronchial brushings (n = 65) and biopsies (n = 47) (Affymetrix HT HG-U133+ PM). Gene set variation analysis was used to identify differentially enriched predefined gene signatures of leukocyte lineage, inflammatory and induced lung injury pathways. Results Significant differentially enriched gene signatures in patients with adult-onset as compared with childhood-onset severe asthma were identified in nasal brushings (5 signatures), sputum (3 signatures), and endobronchial brushings (6 signatures). Signatures associated with eosinophilic airway inflammation, mast cells, and group 3 innate lymphoid cells were more enriched in adult-onset severe asthma, whereas signatures associated with induced lung injury were less enriched in adult-onset severe asthma. Conclusions Adult-onset severe asthma is characterized by inflammatory pathways involving eosinophils, mast cells, and group 3 innate lymphoid cells. These pathways could represent useful targets for the treatment of adult-onset severe asthma.
Original languageEnglish
Pages (from-to)1280-1290
JournalJournal of Allergy and Clinical Immunology
Volume141
Issue number4
Early online date26 Jul 2017
DOIs
Publication statusPublished - 26 Jul 2017

Keywords

  • Adult-onset asthma; ILC3; eosinophils; gene set variation analysis; mast cells; mechanisms; phenotyping; severe asthma; transcriptomics

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