1. Longitudinal trajectories of severe wheeze exacerbations from infancy to school age and their association with early-life risk factors and late asthma outcomes
- Author
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Clare S. Murray, Matea Deliu, Sadia Haider, Nophar Geifman, Angela Simpson, Matthew Sperrin, Sara Fontanella, and Adnan Custovic
- Subjects
0301 basic medicine ,Male ,Allergy ,Pediatrics ,Exacerbation ,FEATURES ,Breastfeeding ,CHILDREN ,GUIDELINES ,0302 clinical medicine ,MILK ,Risk Factors ,childhood asthma ,primary care data ,Immunology and Allergy ,Longitudinal Studies ,UK ,Child ,RESPIRATORY-SOCIETY STATEMENT ,education.field_of_study ,KML ,Respiratory Function Tests ,machine learning ,1107 Immunology ,Child, Preschool ,asthma exacerbations ,Original Article ,Female ,medicine.symptom ,Life Sciences & Biomedicine ,medicine.medical_specialty ,Adolescent ,Population ,Immunology ,1117 Public Health and Health Services ,03 medical and health sciences ,FEV1/FVC ratio ,Wheeze ,medicine ,Humans ,Risk factor ,education ,Asthma ,Respiratory Sounds ,Science & Technology ,business.industry ,Infant, Newborn ,Infant ,CHILDHOOD ASTHMA ,medicine.disease ,030104 developmental biology ,030228 respiratory system ,Asthma and Rhinitis ,1111 Nutrition and Dietetics ,ORIGINAL ARTICLES ,business ,Follow-Up Studies - Abstract
Introduction Exacerbation‐prone asthma subtype has been reported in studies using data‐driven methodologies. However, patterns of severe exacerbations have not been studied. Objective To investigate longitudinal trajectories of severe wheeze exacerbations from infancy to school age. Methods We applied longitudinal k‐means clustering to derive exacerbation trajectories among 887 participants from a population‐based birth cohort with severe wheeze exacerbations confirmed in healthcare records. We examined early‐life risk factors of the derived trajectories, and their asthma‐related outcomes and lung function in adolescence. Results 498/887 children (56%) had physician‐confirmed wheeze by age 8 years, of whom 160 had at least one severe exacerbation. A two‐cluster model provided the optimal solution for severe exacerbation trajectories among these 160 children: “Infrequent exacerbations (IE)” (n = 150, 93.7%) and “Early‐onset frequent exacerbations (FE)” (n = 10, 6.3%). Shorter duration of breastfeeding was the strongest early‐life risk factor for FE (weeks, median [IQR]: FE, 0 [0‐1.75] vs. IE, 6 [0‐20], P
- Published
- 2019
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