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Early life patterns of common infection: a latent class analysis

Early life infection has been implicated in the aetiology of many chronic diseases, most often through proxy measures. Data on ten infectious symptoms were collected by parental questionnaire when children were 6 months old as part of the Avon Longitudinal Study of Parents and Children, United Kingd...

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Detalles Bibliográficos
Autores principales: Hepworth, Sarah J., Law, Graham R., Lawlor, Debbie A., McKinney, Patricia A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3898516/
https://www.ncbi.nlm.nih.gov/pubmed/20976529
http://dx.doi.org/10.1007/s10654-010-9518-5
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author Hepworth, Sarah J.
Law, Graham R.
Lawlor, Debbie A.
McKinney, Patricia A.
author_facet Hepworth, Sarah J.
Law, Graham R.
Lawlor, Debbie A.
McKinney, Patricia A.
author_sort Hepworth, Sarah J.
collection PubMed
description Early life infection has been implicated in the aetiology of many chronic diseases, most often through proxy measures. Data on ten infectious symptoms were collected by parental questionnaire when children were 6 months old as part of the Avon Longitudinal Study of Parents and Children, United Kingdom. A latent class analysis was used to identify patterns of infection and their relationship to five factors commonly used as proxies: sex, other children in the home, maternal smoking, breastfeeding and maternal education. A total of 10,032 singleton children were included in the analysis. Five classes were identified with differing infectious disease patterns and children were assigned to the class for which they had a highest probability of membership based on their infectious symptom profile: ‘general infection’ (n = 1,252, 12.5%), ‘gastrointestinal’ (n = 1,902, 19.0%), ‘mild respiratory’ (n = 3,560, 35.5%), ‘colds/ear ache’ (n = 462, 4.6%) and ‘healthy’ (n = 2,856, 28.5%). Females had a reduced risk of being in all infectious classes, other children in the home were associated with an increased risk of being in the ‘general infection’, ‘mild respiratory’ or ‘colds/ear ache’ class. Breastfeeding reduced the risk of being in the ‘general infection’ and ‘gastrointestinal’ classes whereas maternal smoking increased the risk of membership. Higher maternal education was associated with an increased risk of being in the ‘mild respiratory’ group. Other children in the home had the greatest association with infectious class membership. Latent class analysis provided a flexible method of investigating the relationship between multiple symptoms and demographic and lifestyle factors.
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spelling pubmed-38985162014-01-28 Early life patterns of common infection: a latent class analysis Hepworth, Sarah J. Law, Graham R. Lawlor, Debbie A. McKinney, Patricia A. Eur J Epidemiol Developmental Epidemiology Early life infection has been implicated in the aetiology of many chronic diseases, most often through proxy measures. Data on ten infectious symptoms were collected by parental questionnaire when children were 6 months old as part of the Avon Longitudinal Study of Parents and Children, United Kingdom. A latent class analysis was used to identify patterns of infection and their relationship to five factors commonly used as proxies: sex, other children in the home, maternal smoking, breastfeeding and maternal education. A total of 10,032 singleton children were included in the analysis. Five classes were identified with differing infectious disease patterns and children were assigned to the class for which they had a highest probability of membership based on their infectious symptom profile: ‘general infection’ (n = 1,252, 12.5%), ‘gastrointestinal’ (n = 1,902, 19.0%), ‘mild respiratory’ (n = 3,560, 35.5%), ‘colds/ear ache’ (n = 462, 4.6%) and ‘healthy’ (n = 2,856, 28.5%). Females had a reduced risk of being in all infectious classes, other children in the home were associated with an increased risk of being in the ‘general infection’, ‘mild respiratory’ or ‘colds/ear ache’ class. Breastfeeding reduced the risk of being in the ‘general infection’ and ‘gastrointestinal’ classes whereas maternal smoking increased the risk of membership. Higher maternal education was associated with an increased risk of being in the ‘mild respiratory’ group. Other children in the home had the greatest association with infectious class membership. Latent class analysis provided a flexible method of investigating the relationship between multiple symptoms and demographic and lifestyle factors. Springer Netherlands 2010-10-26 2010 /pmc/articles/PMC3898516/ /pubmed/20976529 http://dx.doi.org/10.1007/s10654-010-9518-5 Text en © Springer Science+Business Media B.V. 2010
spellingShingle Developmental Epidemiology
Hepworth, Sarah J.
Law, Graham R.
Lawlor, Debbie A.
McKinney, Patricia A.
Early life patterns of common infection: a latent class analysis
title Early life patterns of common infection: a latent class analysis
title_full Early life patterns of common infection: a latent class analysis
title_fullStr Early life patterns of common infection: a latent class analysis
title_full_unstemmed Early life patterns of common infection: a latent class analysis
title_short Early life patterns of common infection: a latent class analysis
title_sort early life patterns of common infection: a latent class analysis
topic Developmental Epidemiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3898516/
https://www.ncbi.nlm.nih.gov/pubmed/20976529
http://dx.doi.org/10.1007/s10654-010-9518-5
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