1. Multidimensional endotyping in patients with severe asthma reveals inflammatory heterogeneity in matrix metalloproteinases and chitinase 3–like protein 1
- Author
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Hinks, TS, Brown, T, Lau, LC, Rupani, H, Barber, C, Elliott, S, Ward, JA, Ono, J, Ohta, S, Izuhara, K, Djukanović, R, Kurukulaaratchy, RJ, Chauhan, A, and Howarth, PH
- Subjects
Adult ,Male ,YKL-40, Chitinase 3–like protein 1 ,MMP, Matrix metalloproteinase ,matrix metalloproteinase ,GINA, Global Initiative for Asthma ,phenotype ,Immunology ,Matrix Metalloproteinase Inhibitors ,Asthma and Lower Airway Disease ,Severity of Illness Index ,ACQ, Asthma Control Questionnaire ,chitinase 3–like protein 1 ,topological data analysis ,Young Adult ,K-S, Kolmogorov-Smirnov ,chitinase 3-like protein I ,neutrophils ,Risk Factors ,Health Sciences ,Humans ,Immunology and Allergy ,Chitinase-3-Like Protein 1 ,endotype ,ECP, Eosinophil cationic protein ,Aged ,ICS, Inhaled corticosteroid ,Sputum ,Biomedical Sciences ,Bayes Theorem ,TDA, Topological data analysis ,Middle Aged ,asthma ,Matrix Metalloproteinases ,Asthma ,cytokines ,Respiratory Function Tests ,Case-Control Studies ,Female ,HAD, Hospital Anxiety and Depression ,eosinophils ,Inflammation Mediators ,heterogeneity ,Feno, Fraction of exhaled nitric oxide ,Biomarkers ,FGF, Fibroblast growth factor - Abstract
Background: Disease heterogeneity in patients with severe asthma and its relationship to inflammatory mechanisms remain poorly understood.Objective: We aimed to identify and replicate clinicopathologic endotypes based on analysis of blood and sputum parameters in asthmatic patients.Methods: One hundred ninety-four asthmatic patients and 21 control subjects recruited from 2 separate centers underwent detailed clinical assessment, sputum induction, and phlebotomy. One hundred three clinical, physiologic, and inflammatory parameters were analyzed by using topological data analysis and Bayesian network analysis.Results: Severe asthma was associated with anxiety and depression, obesity, sinonasal symptoms, decreased quality of life, and inflammatory changes, including increased sputum chitinase 3–like protein 1 (YKL-40) and matrix metalloproteinase (MMP) 1, 3, 8, and 12 levels. Topological data analysis identified 6 clinicopathobiologic clusters replicated in both geographic cohorts: young, mild paucigranulocytic; older, sinonasal disease; obese, high MMP levels; steroid resistant TH2 mediated, eosinophilic; mixed granulocytic with severe obstruction; and neutrophilic, low periostin levels, severe obstruction. Sputum IL-5 levels were increased in patients with severe particularly eosinophilic forms, whereas IL-13 was suppressed and IL-17 levels did not differ between clusters. Bayesian network analysis separated clinical features from intricately connected inflammatory pathways. YKL-40 levels strongly correlated with neutrophilic asthma and levels of myeloperoxidase, IL-8, IL-6, and IL-6 soluble receptor. MMP1, MMP3, MMP8, and MMP12 levels were associated with severe asthma and were correlated positively with sputum IL-5 levels but negatively with IL-13 levels.Conclusion: In 2 distinct cohorts we have identified and replicated 6 clinicopathobiologic clusters based on blood and induced sputum measures. Our data underline a disconnect between clinical features and underlying inflammation, suggest IL-5 production is relatively steroid insensitive, and highlight the expression of YKL-40 in patients with neutrophilic inflammation and the expression of MMPs in patients with severe asthma.
- Published
- 2019
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