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Dynamics of respiratory symptoms during infancy and associations with wheezing at school age
Children with frequent respiratory symptoms in infancy have an increased risk for later wheezing, but the association with symptom dynamics is unknown. We developed an observer-independent method to characterise symptom dynamics and tested their association with subsequent respiratory morbidity. In...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
European Respiratory Society
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6243079/ https://www.ncbi.nlm.nih.gov/pubmed/30474038 http://dx.doi.org/10.1183/23120541.00037-2018 |
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author | Usemann, Jakob Xu, Binbin Delgado-Eckert, Edgar Korten, Insa Anagnostopoulou, Pinelopi Gorlanova, Olga Kuehni, Claudia Röösli, Martin Latzin, Philipp Frey, Urs |
author_facet | Usemann, Jakob Xu, Binbin Delgado-Eckert, Edgar Korten, Insa Anagnostopoulou, Pinelopi Gorlanova, Olga Kuehni, Claudia Röösli, Martin Latzin, Philipp Frey, Urs |
author_sort | Usemann, Jakob |
collection | PubMed |
description | Children with frequent respiratory symptoms in infancy have an increased risk for later wheezing, but the association with symptom dynamics is unknown. We developed an observer-independent method to characterise symptom dynamics and tested their association with subsequent respiratory morbidity. In this birth-cohort of healthy neonates, we prospectively assessed weekly respiratory symptoms during infancy, resulting in a time series of 52 symptom scores. For each infant, we calculated the transition probability between two consecutive symptom scores. We used these transition probabilities to construct a Markov matrix, which characterised symptom dynamics quantitatively using an entropy parameter. Using this parameter, we determined phenotypes by hierarchical clustering. We then studied the association between phenotypes and wheezing at 6 years. In 322 children with complete data for symptom scores during infancy (16 864 observations), we identified three dynamic phenotypes. Compared to the low-risk phenotype, the high-risk phenotype, defined by the highest entropy parameter, was associated with an increased risk of wheezing (odds ratio (OR) 3.01, 95% CI 1.15–7.88) at 6 years. In this phenotype, infants were more often male (64%) and had been exposed to environmental tobacco smoke (31%). In addition, more infants had siblings (67%) and attended childcare (38%). We describe a novel method to objectively characterise dynamics of respiratory symptoms in infancy, which helps identify abnormal clinical susceptibility and recovery patterns of infant airways associated with persistent wheezing. |
format | Online Article Text |
id | pubmed-6243079 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | European Respiratory Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-62430792018-11-23 Dynamics of respiratory symptoms during infancy and associations with wheezing at school age Usemann, Jakob Xu, Binbin Delgado-Eckert, Edgar Korten, Insa Anagnostopoulou, Pinelopi Gorlanova, Olga Kuehni, Claudia Röösli, Martin Latzin, Philipp Frey, Urs ERJ Open Res Original Articles Children with frequent respiratory symptoms in infancy have an increased risk for later wheezing, but the association with symptom dynamics is unknown. We developed an observer-independent method to characterise symptom dynamics and tested their association with subsequent respiratory morbidity. In this birth-cohort of healthy neonates, we prospectively assessed weekly respiratory symptoms during infancy, resulting in a time series of 52 symptom scores. For each infant, we calculated the transition probability between two consecutive symptom scores. We used these transition probabilities to construct a Markov matrix, which characterised symptom dynamics quantitatively using an entropy parameter. Using this parameter, we determined phenotypes by hierarchical clustering. We then studied the association between phenotypes and wheezing at 6 years. In 322 children with complete data for symptom scores during infancy (16 864 observations), we identified three dynamic phenotypes. Compared to the low-risk phenotype, the high-risk phenotype, defined by the highest entropy parameter, was associated with an increased risk of wheezing (odds ratio (OR) 3.01, 95% CI 1.15–7.88) at 6 years. In this phenotype, infants were more often male (64%) and had been exposed to environmental tobacco smoke (31%). In addition, more infants had siblings (67%) and attended childcare (38%). We describe a novel method to objectively characterise dynamics of respiratory symptoms in infancy, which helps identify abnormal clinical susceptibility and recovery patterns of infant airways associated with persistent wheezing. European Respiratory Society 2018-11-20 /pmc/articles/PMC6243079/ /pubmed/30474038 http://dx.doi.org/10.1183/23120541.00037-2018 Text en Copyright ©ERS 2018 http://creativecommons.org/licenses/by-nc/4.0/ This article is open access and distributed under the terms of the Creative Commons Attribution Non-Commercial Licence 4.0. |
spellingShingle | Original Articles Usemann, Jakob Xu, Binbin Delgado-Eckert, Edgar Korten, Insa Anagnostopoulou, Pinelopi Gorlanova, Olga Kuehni, Claudia Röösli, Martin Latzin, Philipp Frey, Urs Dynamics of respiratory symptoms during infancy and associations with wheezing at school age |
title | Dynamics of respiratory symptoms during infancy and associations with wheezing at school age |
title_full | Dynamics of respiratory symptoms during infancy and associations with wheezing at school age |
title_fullStr | Dynamics of respiratory symptoms during infancy and associations with wheezing at school age |
title_full_unstemmed | Dynamics of respiratory symptoms during infancy and associations with wheezing at school age |
title_short | Dynamics of respiratory symptoms during infancy and associations with wheezing at school age |
title_sort | dynamics of respiratory symptoms during infancy and associations with wheezing at school age |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6243079/ https://www.ncbi.nlm.nih.gov/pubmed/30474038 http://dx.doi.org/10.1183/23120541.00037-2018 |
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