title: Phenotypes of asthma in low-income children and adolescents: cluster analysis.
abstract: Studies characterizing asthma phenotypes have predominantly included adults or have involved children and adolescents in developed countries. Therefore, their applicability in other populations, such as those of developing countries, remains indeterminate. Our objective was to determine how low-income children and adolescents with asthma in Brazil are distributed across a cluster analysis.
  
  
  
  We included 306 children and adolescents (6-18 years of age) with a clinical diagnosis of asthma and under medical treatment for at least one year of follow-up. At enrollment, all the patients were clinically stable. For the cluster analysis, we selected 20 variables commonly measured in clinical practice and considered important in defining asthma phenotypes. Variables with high multicollinearity were excluded. A cluster analysis was applied using a twostep agglomerative test and log-likelihood distance measure.
  
  
  
  Three clusters were defined for our population. Cluster 1 (n = 94) included subjects with normal pulmonary function, mild eosinophil inflammation, few exacerbations, later age at asthma onset, and mild atopy. Cluster 2 (n = 87) included those with normal pulmonary function, a moderate number of exacerbations, early age at asthma onset, more severe eosinophil inflammation, and moderate atopy. Cluster 3 (n = 108) included those with poor pulmonary function, frequent exacerbations, severe eosinophil inflammation, and severe atopy.
  
  
  
  Asthma was characterized by the presence of atopy, number of exacerbations, and lung function in low-income children and adolescents in Brazil. The many similarities with previous cluster analyses of phenotypes indicate that this approach shows good generalizability.
authors.affiliation: . Hospital Infantil Darcy Vargas, São Paulo (SP) Brasil.
authors.forename: Anna Lucia Barros
authors.initials: AL
authors.lastname: Cabral
authors.affiliation: . Hospital Infantil Darcy Vargas, São Paulo (SP) Brasil.|. Departamento de Fisioterapia, Faculdade de Medicina, Universidade de São Paulo, São Paulo (SP) Brasil.
authors.forename: Andrey Wirgues
authors.initials: AW
authors.lastname: Sousa
authors.affiliation: . Departamento de Fisioterapia, Faculdade de Medicina, Universidade de São Paulo, São Paulo (SP) Brasil.
authors.forename: Felipe Augusto Rodrigues
authors.initials: FA
authors.lastname: Mendes
authors.affiliation: . Departamento de Fisioterapia, Faculdade de Medicina, Universidade de São Paulo, São Paulo (SP) Brasil.
authors.forename: Celso Ricardo Fernandes de
authors.initials: CR
authors.lastname: Carvalho
mesh_terms: D000293:Adolescent; D001249:Asthma / Q000145:classification / Q000453:epidemiology* / Q000209:etiology*; D015992:Body Mass Index; D001938:Brazil / Q000453:epidemiology; D002648:Child; D016000:Cluster Analysis; D005260:Female; D006801:Humans; D008297:Male; D010641:Phenotype; D012189:Retrospective Studies; D012720:Severity of Illness Index; D012959:Socioeconomic Factors