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Identification and validation of asthma phenotypes in Chinese population using cluster analysis

Jing Zheng, Rui Liang, Ting Zhou, Lei Wang, Gang Wang
European Respiratory Journal 2015 46: PA5021; DOI: 10.1183/13993003.congress-2015.PA5021
Jing Zheng
Integrated Traditional Chinese and Western Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan China
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Rui Liang
Integrated Traditional Chinese and Western Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan China
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Ting Zhou
Integrated Traditional Chinese and Western Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan China
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Lei Wang
Integrated Traditional Chinese and Western Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan China
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Gang Wang
Integrated Traditional Chinese and Western Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan China
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Abstract

Background: Asthma is a heterogeneous airway disease, it is crucial to clearly identify clinical phenotypes to manage asthma better.

Objective: To identify and validate the adult asthma clusters in Chinese population.

Methods: A prospective 12-month cohort study was undertaken. 284 patients were recruited and 19 variables were included. Hierarchical cluster analysis was performed by Ward's method followed by k-means cluster analysis.

Results: Five clusters were identified with a satisfying performance of silhouette coefficient point (0.2). The cluster 1 (n=62) was characterized by young females, low income and mild asthma with normal lung function, the cluster 2 (n=46) by older female, no health insurance, low education level, unemployed, very low income, allergy, longer asthma duration, and moderate to severe asthma with poor asthma quality of life (AQLQ), the cluster 3 (n=74) by female, high education level and poor lung function, the cluster 4 (n=55) by male, smoking, few health insurance, low income and mild to moderate with normal lung function, and the cluster 5 (n=47) by males, high education level, smoking health insurance, full-time job and mild asthma with normal lung function and better AQLQ. Compared with the cluster 5, the cluster 1 was at higher risk of non-planned visits (RR=2.67, 95%CI=[1.12, 6.32]) and emergency visits (RR=4.06, 95%CI=[1.26, 13.04]), the cluster 2 at higher risk of asthma exacerbations (RR=4.39, 95%CI=[1.63, 11.85]), non-planned visits (RR=9.41, 95%CI=[3.64, 24.30]) and emergency visits (RR=15.47, 95%CI=[4.75, 50.33]).

Conclusion: Cluster analysis revealed five distinct asthma phenotypes in Chinese population, which exhibited different asthma outcomes.

  • Asthma - diagnosis
  • Asthma - management
  • Copyright ©ERS 2015
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Identification and validation of asthma phenotypes in Chinese population using cluster analysis
Jing Zheng, Rui Liang, Ting Zhou, Lei Wang, Gang Wang
European Respiratory Journal Sep 2015, 46 (suppl 59) PA5021; DOI: 10.1183/13993003.congress-2015.PA5021

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Identification and validation of asthma phenotypes in Chinese population using cluster analysis
Jing Zheng, Rui Liang, Ting Zhou, Lei Wang, Gang Wang
European Respiratory Journal Sep 2015, 46 (suppl 59) PA5021; DOI: 10.1183/13993003.congress-2015.PA5021
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